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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title-group>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1732011</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Strengthening primary health care service competency: a scoping review of challenges, influencing factors, and enhancement strategies</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Sen</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Bai</surname>
<given-names>Chaohui</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Zhao</surname>
<given-names>Yajun</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Jiaojiao</given-names>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jin</surname>
<given-names>Hua</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Harris-Roxas</surname>
<given-names>Ben</given-names>
</name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Yalin</given-names>
</name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Shen</surname>
<given-names>Fei</given-names>
</name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Huaxin</given-names>
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<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
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<contrib contrib-type="author">
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<surname>Ma</surname>
<given-names>Le</given-names>
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<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<given-names>Leiyu</given-names>
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<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
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<surname>Yu</surname>
<given-names>Dehua</given-names>
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<aff id="aff2"><label>1</label><institution>Department of General Practice, Yangpu Hospital, School of Medicine, Tongji University</institution>, <city>Shanghai</city>, <country country="cn">China</country></aff>
<aff id="aff1"><label>2</label><institution>Daqiao Community Healthcare Centre</institution>, <city>Shanghai</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Department of Health Management Centre, Zhongshan Hospital, Fudan University</institution>, <city>Shanghai</city>, <country country="cn">China</country></aff>
<aff id="aff4"><label>4</label><institution>Shanghai General Practice and Community Health Development Research Center</institution>, <city>Shanghai</city>, <country country="cn">China</country></aff>
<aff id="aff5"><label>5</label><institution>School of Population Health, University of New South Wales Faculty of Medicine</institution>, <city>Sydney</city>, <state>NSW</state>, <country country="au">Australia</country></aff>
<aff id="aff6"><label>6</label><institution>Department of General Practice, Community Health Service Center of Jiading Town in Jiading District</institution>, <city>Shanghai</city>, <country country="cn">China</country></aff>
<aff id="aff7"><label>7</label><institution>Changbai Community Health Service Center</institution>, <city>Shanghai</city>, <country country="cn">China</country></aff>
<aff id="aff8"><label>8</label><institution>Department of Oncology, Shanghai Tenth People's Hospital, Tongji University School of Medicine</institution>, <city>Shanghai</city>, <country country="cn">China</country></aff>
<aff id="aff9"><label>9</label><institution>Johns Hopkins Primary Care Policy Center</institution>, <city>Baltimore</city>, <state>MD</state>, <country country="us">United States</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Dehua Yu, <email xlink:href="mailto:ydhph0628@126.com">shgprc@yeah.net</email></corresp>
<corresp id="c002">Leiyu Shi, <email xlink:href="mailto:lshi2@jhu.edu">lshi2@jhu.edu</email></corresp>
<corresp id="c003">Hua Jin, <email xlink:href="mailto:lshi2@jhu.edu">jinhua_999@126.com</email></corresp>
<fn fn-type="equal" id="fn0001"><label>&#x2020;</label><p>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-09">
<day>09</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1732011</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>26</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Yang, Bai, Zhao, Wang, Jin, Harris-Roxas, Liu, Shen, Zhao, Ma, Shi and Yu.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Yang, Bai, Zhao, Wang, Jin, Harris-Roxas, Liu, Shen, Zhao, Ma, Shi and Yu</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-09">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>This scoping review aims to evaluate the factors influencing the service capacity of primary health care (PHC) institutions and to identify strategies for their development.</p>
</sec>
<sec>
<title>Methods</title>
<p>We conducted a scoping review based on Arksey and O&#x2019;Malley&#x2019;s framework and systematically searched PubMed, Web of Science, and SCOPUS for studies published from January 2014 to December 2024. Eligible research addressing PHC capacity-building interventions across diverse health systems was synthesized thematically.</p>
</sec>
<sec>
<title>Results</title>
<p>This scoping review synthesized evidence from 76 publications (2014&#x2013;2024) addressing PHC competency enhancement, comprising original research articles (63.2%, <italic>n</italic> =&#x202F;48) and systematic/scoping reviews (36.8%, <italic>n</italic> =&#x202F;28). Key challenges identified included workforce shortages, inequitable resource allocation, fragmented policy frameworks, limited integration of health information technologies, and persistent inequities in service delivery. Strategies to strengthen PHC capacity centered on workforce development, technology-enabled innovation, equitable service models, and interdisciplinary collaboration.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Strengthening PHC capacity requires integrated approaches, including localized workforce training, technological adoption, optimized equity in service provision, and enhanced interdisciplinary cooperation. These approaches provide context-sensitive and equity-oriented pathways for building sustainable PHC systems&#x2014;particularly in resource-constrained settings&#x2014;supporting progress toward Universal Health Coverage and reducing global health disparities.</p>
</sec>
<sec>
<title>Systematic review registration</title>
<p>Registration DOI: <ext-link xlink:href="https://doi.org/10.17605/OSF.IO/MDR73" ext-link-type="uri">10.17605/OSF.IO/MDR73</ext-link>.</p>
</sec>
</abstract>
<kwd-group>
<kwd>capability enhancement</kwd>
<kwd>challenges and strategies</kwd>
<kwd>health systems strengthening</kwd>
<kwd>healthcare policy</kwd>
<kwd>influencing factors</kwd>
<kwd>primary health care</kwd>
<kwd>scoping review</kwd>
<kwd>universal health coverage</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Yangpu District &#x201C;Outstanding Physician&#x201D; Development Program</institution>
</institution-wrap>
</funding-source>
<award-id rid="sp1">2024</award-id>
</award-group>
<award-group id="gs2">
<funding-source id="sp2">
<institution-wrap>
<institution>Shanghai Municipal Health Commission Health Policy Research Project</institution>
</institution-wrap>
</funding-source>
<award-id rid="sp2">2023HP71</award-id>
<award-id rid="sp2">2023HP28</award-id>
</award-group>
<award-group id="gs3">
<funding-source id="sp3">
<institution-wrap>
<institution>Shanghai Municipal Health Commission</institution>
</institution-wrap>
</funding-source>
<award-id rid="sp3">20234Y0057</award-id>
</award-group>
<award-group id="gs4">
<funding-source id="sp4">
<institution-wrap>
<institution>National Natural Science Foundation of China</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100001809</institution-id>
</institution-wrap>
</funding-source>
<award-id rid="sp4">72104183</award-id>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by the National Natural Science Foundation of China (no. 72104183), Shanghai Municipal Health Commission (no. 20234Y0057), Shanghai Municipal Health Commission Health Policy Research Project (nos. 2023HP28 and 2023HP71) and the Yangpu District &#x201C;Outstanding Physician&#x201D; Development Program (2024).</funding-statement>
</funding-group>
<counts>
<fig-count count="1"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="94"/>
<page-count count="18"/>
<word-count count="12337"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Health Policy</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>The efficacy of primary health care (PHC) institutions is foundational to building resilient and equitable health systems globally (<xref ref-type="bibr" rid="ref1">1</xref>). Despite significant advancements in PHC service capacity, particularly in underserved and rural areas (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>), a critical gap remains in the effective implementation of capacity-building strategies tailored specifically to PHC institutions. This gap is exacerbated globally, as health systems face extensive demands and resource constraints across regions (<xref ref-type="bibr" rid="ref4">4</xref>). In this context, systematically analyzing the multidimensional challenges and strengthening paths of PHC service capacity is of strategic significance for realizing the goal of universal health coverage (UHC).</p>
<p>The efficacy of PHC institutions is foundational to building resilient and equitable health systems globally, as underscored by the World Health Organization (WHO) and key frameworks such as the Astana Declaration (<xref ref-type="bibr" rid="ref5">5</xref>). In this context, systematically analyzing the multidimensional challenges and strengthening paths of PHC service capacity is of strategic significance for realizing the goal of UHC. This capacity covers core functions such as disease prevention, early diagnosis, and chronic disease management, and is the first line of defense in responding to the complex needs of population health. However, most existing studies have focused on macro health system reform or specialty healthcare innovation (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref7">7</xref>), ignoring the specificity of capacity building in primary healthcare organizations. This oversight is significant, given that PHC institutions frequently serve as the first point of contact for patients and play a pivotal role in early detection, disease prevention, and management. Unlike prior meta-analyses, which have generally addressed broader health system challenges, this review uniquely focuses on the multidimensional factors affecting the capacity of PHC institutions and systematically synthesizes strategies for capacity building across diverse contexts (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref9">9</xref>). More importantly, there is a lack of synthesizing studies that systematically sort out the challenges and strategies for capacity building of PHC services in different geographic regions, socio-economic contexts and health systems (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref4">4</xref>).</p>
<p>Given these global challenges and the critical role of PHC in advancing UHC, this scoping review aims to critically evaluate the current state of capacity-building strategies for essential health services in PHC institutions. Specifically, it seeks to address the following research questions:</p>
<list list-type="order">
<list-item>
<p>What are the major challenges and barriers to PHC service capacity?</p>
</list-item>
<list-item>
<p>What are the key factors affecting PHC service capacity?</p>
</list-item>
<list-item>
<p>What strategies have been proposed in existing studies to enhance PHC service capacity?</p>
</list-item>
</list>
</sec>
<sec sec-type="methods" id="sec2">
<title>Methods</title>
<p>Given the heterogeneous nature of evidence and the exploratory focus on mapping challenges and strategies for strengthening PHC service competency, a scoping review methodology was selected. This approach aligns with the framework proposed by Arksey and O&#x2019;Malley (<xref ref-type="bibr" rid="ref10">10</xref>), which is particularly suited to synthesizing diverse evidence types, identifying knowledge gaps, and clarifying conceptual boundaries in under-researched areas. The study protocol was prospectively registered with the Open Science Framework (OSF) on June 22, 2024 to mitigate bias and enhance reproducibility (Registration DOI: <ext-link xlink:href="https://doi.org/10.17605/OSF.IO/MDR73" ext-link-type="uri">10.17605/OSF.IO/MDR73</ext-link>) (<xref ref-type="bibr" rid="ref11">11</xref>).</p>
<sec id="sec3">
<title>Search strategy</title>
<p>The search strategy was designed following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) guideline (<xref ref-type="bibr" rid="ref12">12</xref>) to ensure comprehensiveness and reproducibility (<xref ref-type="supplementary-material" rid="SM1">Appendix 1</xref>). Three major databases&#x2014;PubMed, Web of Science (WOS), and Scopus&#x2014;were systematically searched from January 1, 2014, and December 31, 2024. Key concepts were operationalized using a combination of controlled vocabulary (e.g., MeSH terms) and free-text keywords, with boolean operators (AND/OR) and truncation symbols (&#x002A;) to capture variations, with the completed checklist provided in <xref ref-type="supplementary-material" rid="SM1">Appendix 2</xref>.</p>
</sec>
<sec id="sec4">
<title>Inclusion criteria and exclusion criteria</title>
<p>Inclusion criteria encompassed:(1) studies addressing PHC services in any geographic or socioeconomic context; (2) explicit discussion of challenges, influencing factors, or strategies for strengthening PHC competency; and (3) peer-reviewed empirical studies (quantitative, qualitative, or mixed-methods) and systematic or scoping reviews.</p>
<p>Exclusion criteria were: (1) studies focused on secondary/tertiary care or single-disease programs without PHC integration; (2) Gray literature (e.g., policy briefs, conference abstracts, and unpublished reports) was excluded to ensure all included evidence met peer-review standards and could be reliably appraised for methodological rigor and traceability. While recognizing that gray literature may contain relevant policy insight, this choice prioritized consistency and verifiability across global contexts; (3) inaccessible full texts despite reasonable retrieval efforts; (4) studies conducted in humanitarian crisis zones due to contextual uniqueness. See <xref ref-type="table" rid="tab1">Table 1</xref> for details.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Inclusion and exclusion criteria applied in the scoping review.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Domain</th>
<th align="left" valign="top">Inclusion criteria</th>
<th align="left" valign="top">Exclusion criteria</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Population/Context</td>
<td align="left" valign="middle">Primary health care (PHC) services in any geographic or socioeconomic setting.</td>
<td align="left" valign="middle">Studies focused on secondary/tertiary care, specialized clinics, or single-disease programs without PHC integration.</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="4">Concept</td>
<td align="left" valign="middle">Explicitly addresses &#x2265;1 of:</td>
<td align="left" valign="middle">Non-analytical work (e.g., commentaries, editorials).</td>
</tr>
<tr>
<td align="left" valign="middle">PHC challenges/barriers</td>
<td align="left" valign="middle">Animal/laboratory studies.</td>
</tr>
<tr>
<td align="left" valign="middle">Influencing factors</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Enhancement strategies</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Study types</td>
<td align="left" valign="middle">Peer-reviewed original research (quantitative, qualitative, mixed-methods).</td>
<td align="left" valign="middle" rowspan="2">Purely descriptive reports without critical analysis.</td>
</tr>
<tr>
<td align="left" valign="middle">Reviews (systematic, scoping).</td>
</tr>
<tr>
<td align="left" valign="middle">Timeframe</td>
<td align="left" valign="middle">Published between January 2014 and December 2024.</td>
<td align="left" valign="middle">Studies outside the 2014&#x2013;2024 timeframe.</td>
</tr>
<tr>
<td align="left" valign="middle">Language</td>
<td align="left" valign="middle">English-language publications.</td>
<td align="left" valign="middle">Non-English publications.</td>
</tr>
<tr>
<td align="left" valign="middle">Data accessibility</td>
<td align="left" valign="middle">Full text available.</td>
<td align="left" valign="middle">Full text inaccessible despite reasonable efforts.</td>
</tr>
<tr>
<td align="left" valign="middle">Geographic focus</td>
<td align="left" valign="middle">All regions.</td>
<td align="left" valign="middle">Studies conducted in humanitarian crisis zones (e.g., active conflict areas).</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>This table outlines the inclusion and exclusion criteria used to guide study selection, organized by population/context, conceptual focus, study design, timeframe, language, data accessibility, and geography. These criteria ensured a systematic and reproducible selection process.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec5">
<title>Data charting and validation</title>
<p>A structured data charting form was developed based on Arksey and O&#x2019;Malley&#x2019;s methodological guidance and refined through pilot testing on five studies. Data fields included study characteristics, PHC context, methodological approach, reported challenges, influencing factors, and capacity-building strategies. Two reviewers independently populated the data chart, followed by a cross-checking process. A third reviewer conducted random verification of 20% of entries. Iterative consensus discussions were held to resolve discrepancies and refine thematic categories. This multi-stage validation enhanced reliability, minimized coder bias, and ensured replicability.</p>
</sec>
</sec>
<sec id="sec6">
<title>Selection process</title>
<sec id="sec7">
<title>Title and abstract screening</title>
<p>Three reviewers (SY, CHB, and YJZ) applied the eligibility criteria to screen titles and abstracts for potential inclusion, ensuring that duplicate documents were identified and removed.</p>
</sec>
<sec id="sec8">
<title>Full-text screening</title>
<p>Two reviewers (SY and CHB) independently applied the eligibility criteria to screen the full texts for eligibility. Any disagreements between the reviewers were resolved through discussion or, if necessary, with the assistance of a third reviewer (JJW).</p>
</sec>
<sec id="sec9">
<title>Data extraction</title>
<p>Two reviewers (YS and CHB) independently performed data extraction, with a third reviewer (YJZ) conducting blinded quality control assessments on randomly selected samples to ensure consistency and accuracy. No significant discrepancies were identified during this process. When a relevant article cited another source, the original work was retrieved and assessed for potential inclusion, and necessary data were extracted to ensure comprehensive coverage. Care was taken to avoid duplicating data from the same study. The extraction form captured key details, including study characteristics (e.g., author, year, title, country, literature type, and methods), research themes, primary findings, challenges to strengthening PHC capabilities, factors affecting capacity-building, and strategies for enhancement.</p>
</sec>
<sec id="sec10">
<title>Data synthesis and analysis</title>
<p>A narrative synthesis was conducted, wherein each selected guidance resource was reviewed, and relevant data were extracted under predefined headings. The extracted data were then analyzed using content analysis and organized by frequency. The frequency of responses for each of the background and data categories from all included resources was recorded, synthesized, and presented through data visualizations. For outcomes, guidance resources often covered multiple themes, and non-mutual categorization was used to accommodate these overlapping groupings.</p>
</sec>
<sec id="sec11">
<title>Patient and public involvement</title>
<p>Given that this review focuses on previously completed studies, there was no involvement of patients or the public.</p>
</sec>
</sec>
<sec sec-type="results" id="sec12">
<title>Results</title>
<p>Of the 2016 titles and abstracts that were screened, 326 were included for full text screening, with 76 studies ultimately meeting the inclusion criteria. The selection workflow, including reasons for exclusion, is detailed in the PRISMA flow diagram (<xref ref-type="fig" rid="fig1">Figure 1</xref>). This scoping review analyzed 76 publications (2014&#x2013;2024) on PHC competency enhancement, comprising original research articles (63.2%, <italic>n</italic> =&#x202F;48) and reviews (36.8%, <italic>n</italic> =&#x202F;28), including systematic/scoping reviews. Methodologically, studies employed qualitative (47.4%, <italic>n</italic> =&#x202F;36), mixed-methods (27.6%, <italic>n</italic> =&#x202F;21), and quantitative designs (25.0%, <italic>n</italic> =&#x202F;19). Geographically, research was predominantly conducted in High-Income Countries (HICs): the United States (21.1%, <italic>n</italic> =&#x202F;16), Canada (10.5%, <italic>n</italic> =&#x202F;8), and Australia (9.2%, <italic>n</italic> =&#x202F;7), with notable contributions from China (7.9%, <italic>n</italic> =&#x202F;6). More details on the studies included in this review, such as their scope, methodology, and key findings, can be found in <xref ref-type="table" rid="tab2">Table 2</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA 2020 flow diagram. The PRISMA-ScR flow diagram illustrates each stage of the study selection process in detail, including database-specific duplicates, screening outcomes, and explicit reasons for full-text exclusion. &#x002A;Consider, if feasible to do so, reporting the number of records identified from each database or register searched (rather than the total number across all databases/registers). &#x002A;&#x002A;If automation tools were used, indicate how many records were excluded by a human and how many were excluded by automation tools.</p>
</caption>
<graphic xlink:href="fpubh-13-1732011-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart depicting the identification and screening process of studies via databases and registers. It outlines the progression from initial identification of 3,368 studies, through the removal of duplicates, and subsequent screenings. Initial screening reduced the pool to 2,016 studies, followed by a full text assessment narrowing it to 326. Exclusions included non-relevant fields and incomplete data, resulting in final inclusion of 76 studies.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Characteristics of the included literatures.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Author (s)</th>
<th align="center" valign="top">Year published</th>
<th align="left" valign="top">Title</th>
<th align="left" valign="top">Country</th>
<th align="left" valign="top">Type of literature</th>
<th align="left" valign="top">Research methods</th>
<th align="left" valign="top">Maior challenges and barriers/core influencing factors/strategies for improvement</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Kuhlmann et al. (<xref ref-type="bibr" rid="ref14">14</xref>)</td>
<td align="center" valign="middle">2018</td>
<td align="left" valign="middle">Primary care workforce development in Europe: an overview of health system responses and stakeholder views</td>
<td align="left" valign="middle">Europe</td>
<td align="left" valign="middle">Review</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: workforce shortages, geographical maldistribution, high outward-migration rates, lack of coordination between education and labor markets.</td>
</tr>
<tr>
<td align="left" valign="middle">Spooner et al. (<xref ref-type="bibr" rid="ref15">15</xref>)</td>
<td align="center" valign="middle">2020</td>
<td align="left" valign="middle">Regional variation in practitioner employment in general practices in England: a comparative analysis</td>
<td align="left" valign="middle">United Kingdom</td>
<td align="left" valign="middle">Original Research</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: resource limitations, geographical maldistribution, high outward-migration rates, lack of coordination between education and labor markets.</td>
</tr>
<tr>
<td align="left" valign="middle">Maskrey et al. (<xref ref-type="bibr" rid="ref16">16</xref>)</td>
<td align="center" valign="middle">2018</td>
<td align="left" valign="middle">Releasing GP capacity with pharmacy prescribing support and new ways of working: a prospective observational cohort study</td>
<td align="left" valign="middle">United Kingdom</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: workforce crisis, high workload, funding constraints, recruitment issues in rural areas.</td>
</tr>
<tr>
<td align="left" valign="middle">Li et al. (<xref ref-type="bibr" rid="ref17">17</xref>)</td>
<td align="center" valign="middle">2020</td>
<td align="left" valign="middle">Quality of primary health care in China: challenges and recommendations</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Review</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: infrastructure imbalance, declining medical insurance funds, lack of operational mechanism vitality, low salary levels, imperfect incentive systems.</td>
</tr>
<tr>
<td align="left" valign="middle">Esu et al. (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">Interventions for improving attraction and retention of health workers in rural and underserved areas: a systematic review of systematic reviews</td>
<td align="left" valign="middle">Australia</td>
<td align="left" valign="middle">Systematic review</td>
<td align="left" valign="middle">Mixed methods study</td>
<td align="left" valign="middle">Challenges: health workforce shortage, maldistribution, low staff motivation, emigration of health workers.</td>
</tr>
<tr>
<td align="left" valign="middle">McFarlane et al. (<xref ref-type="bibr" rid="ref19">19</xref>)</td>
<td align="center" valign="middle">2018</td>
<td align="left" valign="middle">How primary health care staff working in rural and remote areas access skill development and expertise to support health promotion practice</td>
<td align="left" valign="middle">Australia</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: resource limitations, geographical maldistribution, lack of continuous professional development opportunities.</td>
</tr>
<tr>
<td align="left" valign="middle">Wen et al. (<xref ref-type="bibr" rid="ref20">20</xref>)</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">Increasing geriatric care capability in Hawai&#x2019;i&#x2019;s healthcare systems through the pacific islands geriatrics workforce enhancement program (GWEP) at the University of Hawai&#x2019;i</td>
<td align="left" valign="middle">United States</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Mixed methods study</td>
<td align="left" valign="middle">Challenges: COVID restrictions, staff turnover, inability to expand programs.</td>
</tr>
<tr>
<td align="left" valign="middle">Tangcharoensathien et al. (<xref ref-type="bibr" rid="ref22">22</xref>)</td>
<td align="center" valign="middle">2018</td>
<td align="left" valign="middle">Health systems development in Thailand: a solid platform for successful implementation of universal health coverage</td>
<td align="left" valign="middle">Thailand</td>
<td align="left" valign="middle">Review</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: funding shortage, personnel shortage, data system imperfection.</td>
</tr>
<tr>
<td align="left" valign="middle">Sirkin et al. (<xref ref-type="bibr" rid="ref23">23</xref>)</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">Primary care&#x2019;s challenges and responses in the face of the COVID-19 pandemic: insights from AHRQ&#x2019;s learning community</td>
<td align="left" valign="middle">United States</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: revenue loss, resource constraints, telehealth implementation difficulties, burnout, limited engagement with public health.</td>
</tr>
<tr>
<td align="left" valign="middle">Bierman et al. (<xref ref-type="bibr" rid="ref24">24</xref>)</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">Realizing the dream: the future of primary care research</td>
<td align="left" valign="middle">United States</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: clinician burnout, lack of trust in health system, evidence gaps, health inequities.</td>
</tr>
<tr>
<td align="left" valign="middle">Toukhsati et al. (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="center" valign="middle">2024</td>
<td align="left" valign="middle">Burnout and retention of general practice supervisors: prevalence, risk factors and self-care</td>
<td align="left" valign="middle">Australia</td>
<td align="left" valign="middle">cross-sectional study</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: resource shortage, personnel shortage, heavy workload, data system imperfection.</td>
</tr>
<tr>
<td align="left" valign="middle">Mullan et al. (<xref ref-type="bibr" rid="ref26">26</xref>)</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">Barriers and enablers to structured care delivery in Australian rural primary care</td>
<td align="left" valign="middle">Australia</td>
<td align="left" valign="middle">Review</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: workforce shortages, limited services and capacity, cultural issues, lack of resources, poor coordination, unclear roles.</td>
</tr>
<tr>
<td align="left" valign="middle">Mathews et al. (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="center" valign="middle">2024</td>
<td align="left" valign="middle">System-based interventions to address physician burnout: a qualitative study of Canadian family physicians&#x2019; experiences during the COVID-19 Pandemic</td>
<td align="left" valign="middle">Canada</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: inability to provide appropriate care, workload pressure, financial uncertainty.</td>
</tr>
<tr>
<td align="left" valign="middle">Stenberg et al. (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">Guide posts for investment in primary health care and projected resource needs in 67 low-income and middle-income countries: a modelling study</td>
<td align="left" valign="middle">67 low-income and middle-income countries (LMICs)</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: insufficient models for cross-sectoral investments, limited baseline data</td>
</tr>
<tr>
<td align="left" valign="middle">Bolongaita et al. (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">Financial hardship associated with catastrophic out-of-pocket spending tied to primary care services in low- and lower-middle-income countries: findings from a modeling study</td>
<td align="left" valign="middle">Low- and lower-middle-income countries</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: limited social protection, weak insurance, lack of data, missing inputs, and proxy metrics issues.</td>
</tr>
<tr>
<td align="left" valign="middle">Weber et al. (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="center" valign="middle">2020</td>
<td align="left" valign="middle">Rwandan primary healthcare providers&#x2019; perception of their capability in the diagnostic practice</td>
<td align="left" valign="middle">Rwandan</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: skill-mix imbalance, insufficient training, resource constraints (time, rooms, lab tests), rare and short supervision.</td>
</tr>
<tr>
<td align="left" valign="middle">Endalamaw et al. (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">Successes and challenges towards improving the quality of primary health care services: a scoping review</td>
<td align="left" valign="middle">Australia</td>
<td align="left" valign="middle">Review</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: health worker shortage, geographical disparity, poor quality mental health care, lack of guidelines, inadequate information to clients.</td>
</tr>
<tr>
<td align="left" valign="middle">Zhu et al. (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">What does the Chinese public care about with regard to primary care physicians: trustworthiness or competence?</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Mixed methods study</td>
<td align="left" valign="middle">Challenges: low public trust, insufficient physician competence, lack of medical equipment, weak popularity, insufficient communication between patients and physicians, and slow progress of primary care reform.</td>
</tr>
<tr>
<td align="left" valign="middle">Etz et al. (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">Telemedicine in primary care: lessons learned about implementing health care innovations during the COVID-19 pandemic</td>
<td align="left" valign="middle">United States</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: inadequate payment, lack of resources, tech issues, policy lags.</td>
</tr>
<tr>
<td align="left" valign="middle">Du et al. (<xref ref-type="bibr" rid="ref8">8</xref>)</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">Factors influencing adoption and use of telemedicine services in rural areas of china: mixed methods study</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Mixed Methods Study</td>
<td align="left" valign="middle">Challenges: limited resources, technical issues, lack of training.<break/>Influencing factors: infrastructure, policy support, patient acceptance, physician willingness.<break/>Strategies: strengthen infrastructure, enhance training, improve policies, increase awareness.</td>
</tr>
<tr>
<td align="left" valign="middle">Fiscella et al. (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="center" valign="middle">2018</td>
<td align="left" valign="middle">The complexity, diversity, and science of primary care teams</td>
<td align="left" valign="middle">United States</td>
<td align="left" valign="middle">Review</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: visit-based payment systems, limited time, unclear leadership, restrictive regulations, lack of shared mental models</td>
</tr>
<tr>
<td align="left" valign="middle">Agustina et al. (<xref ref-type="bibr" rid="ref35">35</xref>)</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">Universal health coverage in Indonesia: concept, progress, and challenges</td>
<td align="left" valign="middle">Indonesia</td>
<td align="left" valign="middle">Review</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: Infrastructure gaps, rural&#x2013;urban disparity, insufficient medical personnel, limited funding, high prevalence of non-communicable diseases, maternal mortality, childhood stunting, tuberculosis.</td>
</tr>
<tr>
<td align="left" valign="middle">Khatri et al. (<xref ref-type="bibr" rid="ref36">36</xref>)</td>
<td align="center" valign="middle">2024</td>
<td align="left" valign="middle">Enablers and barriers of community health programs for improved equity and universal coverage of primary health care services: a scoping review. BMC Prim Care</td>
<td align="left" valign="middle">Australia</td>
<td align="left" valign="middle">Scoping Review</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: inadequate funding, limited private sector engagement, poor service quality, low focus on NCDs, CHWs&#x2019; skill and funding shortages for NCDs.</td>
</tr>
<tr>
<td align="left" valign="middle">Shahidi et al. (<xref ref-type="bibr" rid="ref93">93</xref>)</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">The impact of social assistance programs on population health: a systematic review of research in high-income countries.</td>
<td align="left" valign="middle">Canada</td>
<td align="left" valign="middle">Systematic review</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">/</td>
</tr>
<tr>
<td align="left" valign="middle">Ford et al. (<xref ref-type="bibr" rid="ref37">37</xref>)</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">Improving primary care access in context and theory (I-ACT trial): A theory-informed randomised cluster feasibility trial using a realist perspective</td>
<td align="left" valign="middle">United Kingdom</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Mixed methods study</td>
<td align="left" valign="middle">Challenges: resource allocation, funding, policy support, community participation.</td>
</tr>
<tr>
<td align="left" valign="middle">Ahmat et al. (<xref ref-type="bibr" rid="ref38">38</xref>)</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">The health workforce status in the WHO african region: findings of a cross-sectional study</td>
<td align="left" valign="middle">Congo</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: human resource shortage, uneven distribution, heavy workload, insufficient training, lack of infrastructure.</td>
</tr>
<tr>
<td align="left" valign="middle">Agyei et al. (<xref ref-type="bibr" rid="ref39">39</xref>)</td>
<td align="center" valign="middle">2024</td>
<td align="left" valign="middle">Navigating the complex terrain of healthcare systems in Sub-Saharan Africa: challenges and opportunities for progress</td>
<td align="left" valign="middle">Sub-Saharan Africa</td>
<td align="left" valign="middle">Systematic review</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: inadequate health infrastructure, shortage of trained healthcare professionals, equity issues in access, insufficient financing and high OOP.</td>
</tr>
<tr>
<td align="left" valign="middle">Ntshiqa et al. (<xref ref-type="bibr" rid="ref40">40</xref>)</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">Knowledge, attitudes, practices, and acceptability of medical male circumcision among males in traditionally circumcising rural communities of Alfred Nzo District, Eastern Cape, South Africa</td>
<td align="left" valign="middle">South Africa</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: low MMC uptake in traditional communities, cultural resistance, potential complications of TMC.</td>
</tr>
<tr>
<td align="left" valign="middle">Mengistu et al. (<xref ref-type="bibr" rid="ref41">41</xref>)</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">Successes and challenges of primary health care in Australia: a scoping review and comparative analysis</td>
<td align="left" valign="middle">Australia</td>
<td align="left" valign="middle">Review</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: socioeconomic disadvantage, geographic barriers, staff turnover, low person-centered care adoption, poor sectoral collaboration.</td>
</tr>
<tr>
<td align="left" valign="middle">Lai et al. (<xref ref-type="bibr" rid="ref42">42</xref>)</td>
<td align="center" valign="middle">2024</td>
<td align="left" valign="middle">Challenges and strategies of developing internet hospital: combining qualitative interview and documentary research</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Mixed methods study</td>
<td align="left" valign="middle">/</td>
</tr>
<tr>
<td align="left" valign="middle">Borges do Nascimento et al. (<xref ref-type="bibr" rid="ref43">43</xref>)</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">Barriers and facilitators to utilizing digital health technologies by healthcare professionals. NPJ Digit</td>
<td align="left" valign="middle">All over the world</td>
<td align="left" valign="middle">Review</td>
<td align="left" valign="middle">Mixed methods study</td>
<td align="left" valign="middle">Challenges: infrastructure and technical issues, psychological barriers, workload concerns, lack of training.</td>
</tr>
<tr>
<td align="left" valign="middle">Koonin et al. (<xref ref-type="bibr" rid="ref44">44</xref>)</td>
<td align="center" valign="middle">2020</td>
<td align="left" valign="middle">Trends in the use of telehealth during the emergence of the COVID-19 pandemic&#x2014;United States, January&#x2013;March 2020</td>
<td align="left" valign="middle">United States</td>
<td align="left" valign="middle">Cross-sectional study</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: Limited access to the Internet/devices, lack of tech familiarity, inappropriateness for some patients.</td>
</tr>
<tr>
<td align="left" valign="middle">Okobi et al. (<xref ref-type="bibr" rid="ref45">45</xref>)</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">Examining disparities in ownership and use of digital health technology between rural and urban adults in the US: an analysis of the 2019 health information national trends survey</td>
<td align="left" valign="middle">United States</td>
<td align="left" valign="middle">Cross-sectional analysis</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: lack of primary &#x0026; specialist services, geographic barriers, long travel/wait times, provider shortage.</td>
</tr>
<tr>
<td align="left" valign="middle">Almalawi et al. (<xref ref-type="bibr" rid="ref46">46</xref>)</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">Managing security of healthcare data for a modern healthcare system</td>
<td align="left" valign="middle">Saudi Arabia</td>
<td align="left" valign="middle">Original research</td>
<td align="left" valign="middle">Quantitative study</td>
<td align="left" valign="middle">Challenges: data storage and secure transfer, high cost and lengthy process, data security and privacy protection, complexity of data management.</td>
</tr>
<tr>
<td align="left" valign="middle">Terry et al. (<xref ref-type="bibr" rid="ref47">47</xref>)</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">Is primary health care ready for artificial intelligence? What do primary health care stakeholders say?</td>
<td align="left" valign="middle">Canada</td>
<td align="left" valign="middle">Cross-sectional study</td>
<td align="left" valign="middle">Qualitative study</td>
<td align="left" valign="middle">Challenges: diagnostic accuracy, AI errors, increased workload, evidence base, algorithm bias.</td>
</tr>
<tr>
<td align="left" valign="middle">Odendaal et al. (<xref ref-type="bibr" rid="ref48">48</xref>)</td>
<td align="center" valign="middle">2020</td>
<td align="left" valign="middle">Health workers&#x2019; perceptions and experiences of using mHealth technologies to deliver primary healthcare services: a qualitative evidence synthesis</td>
<td align="left" valign="middle">low and middle-income countries</td>
<td align="left" valign="top">Original Research</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Challenges: poor network and electricity access, extra workload, device damage, data entry errors.</td>
</tr>
<tr>
<td align="left" valign="top">Gray et al. (<xref ref-type="bibr" rid="ref94">94</xref>)</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">Building competency and capacity for promotion of effective physical activity in diabetes care in Canada</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Quantitative study</td>
<td align="left" valign="top">Impact factors: providers&#x2019; knowledge, confidence, time availability, patients&#x2019; health status and comorbidities.</td>
</tr>
<tr>
<td align="left" valign="top">Koly et al. (<xref ref-type="bibr" rid="ref50">50</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Educational and training interventions aimed at healthcare workers in the detection and management of people with mental health conditions in South and South-East Asia: a systematic review</td>
<td align="left" valign="top">South and South-East Asia</td>
<td align="left" valign="top">Systematic review</td>
<td align="left" valign="top">Mixed methods study</td>
<td align="left" valign="top">Influencing factors: digital tech (enabling), stakeholder involvement, cost and time (enabling)</td>
</tr>
<tr>
<td align="left" valign="top">Herzog et al. (<xref ref-type="bibr" rid="ref51">51</xref>)</td>
<td align="center" valign="top">2015</td>
<td align="left" valign="top">We can do only what we have the means for&#x2019; general practitioners&#x2019; views of primary care for older people with complex health problems</td>
<td align="left" valign="top">Germany</td>
<td align="left" valign="top">Original Research</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Influencing factors: remuneration modalities, geriatric qualification level, attitudes, lack of understanding of other professionals&#x2019; services.</td>
</tr>
<tr>
<td align="left" valign="top">Zhao et al. (<xref ref-type="bibr" rid="ref52">52</xref>)</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Perceptions, behaviors, barriers and needs of evidence-based medicine in primary care in Beijing: a qualitative study</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Original Research</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Influencing factors: patient attitude, workload, resource availability, training level, guideline quality.</td>
</tr>
<tr>
<td align="left" valign="top">Petersen et al. (<xref ref-type="bibr" rid="ref55">55</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Reducing acute hospitalizations at high-performing CPC&#x202F;+&#x202F;primary care practice sites: strategies, activities, and facilitators</td>
<td align="left" valign="top">United States</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Mixed methods study</td>
<td align="left" valign="top">Influencing factors: practice transformation experience, data use, team-based approach, innovation interest.</td>
</tr>
<tr>
<td align="left" valign="top">Lim et al. (<xref ref-type="bibr" rid="ref56">56</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Implementation of a multi-level community-clinical linkage intervention to improve glycemic control among south Asian patients with uncontrolled diabetes: study protocol of the DREAM initiative</td>
<td align="left" valign="top">South Asians</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Influencing factors: cultural and linguistic barriers, patient health literacy, community resource availability, provider-patient communication.</td>
</tr>
<tr>
<td align="left" valign="top">Spehar et al. (<xref ref-type="bibr" rid="ref57">57</xref>)</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">General practitioners&#x2019; views on leadership roles and challenges in primary health care: a qualitative study</td>
<td align="left" valign="top">Norway</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Influencing factors: limited training opportunities, clinical workload, lack of formal leadership structure.</td>
</tr>
<tr>
<td align="left" valign="top">Herbert et al. (<xref ref-type="bibr" rid="ref58">58</xref>)</td>
<td align="center" valign="top">2015</td>
<td align="left" valign="top">Perspectives in primary care: values-driven leadership is essential in health care</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Review</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Influencing factors: community resource availability, patient health literacy, provider-patient communication.</td>
</tr>
<tr>
<td align="left" valign="top">Nzinga et al. (<xref ref-type="bibr" rid="ref53">53</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">An innovative leadership development initiative to support building everyday resilience in health systems</td>
<td align="left" valign="top">Kenya</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Mixed methods study</td>
<td align="left" valign="top">Influencing factors: unclear hierarchies, political interference, mistrust, and bureaucratic inertia.</td>
</tr>
<tr>
<td align="left" valign="top">Carr et al. (<xref ref-type="bibr" rid="ref54">54</xref>)</td>
<td align="center" valign="top">2024</td>
<td align="left" valign="top">Strengthening healthcare providers&#x2019; leadership capabilities, interprofessional collaboration, and systems thinking: a conceptualization of the clinical scholars program impact</td>
<td align="left" valign="top">United States</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Mixed methods study</td>
<td align="left" valign="top">Influencing factors: organizational inefficiencies, lack of collaborative culture, poor talent identification, resource constraints.</td>
</tr>
<tr>
<td align="left" valign="top">Mayston et al. (<xref ref-type="bibr" rid="ref59">59</xref>)</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Measuring what matters&#x2014;information systems for management of chronic disease in primary healthcare settings in low and middle-income countries: challenges and opportunities</td>
<td align="left" valign="top">low and middle-income countries</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Influencing factors: poor IT infrastructure, weak interoperability, lack of prioritization, insufficient decentralization, policy disruptions.</td>
</tr>
<tr>
<td align="left" valign="top">Yan et al. (<xref ref-type="bibr" rid="ref60">60</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Effectiveness of a primary care-based integrated mobile health intervention for stroke management in rural China (SINEMA): a cluster-randomized controlled trial</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Original Research</td>
<td align="left" valign="top">Quantitative study</td>
<td align="left" valign="top">Influencing factors: poor data quality, lack of specialized knowledge and infrastructure, low prioritization of chronic disease by governments.</td>
</tr>
<tr>
<td align="left" valign="top">Saif-Ur-Rahman et al. (<xref ref-type="bibr" rid="ref61">61</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Artificial intelligence and digital health in improving primary health care service delivery in LMICs: a systematic review</td>
<td align="left" valign="top">in low and middle-income countries</td>
<td align="left" valign="top">Review</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Influencing factors: socioeconomic contexts, health system development.</td>
</tr>
<tr>
<td align="left" valign="top">Xu et al. (<xref ref-type="bibr" rid="ref62">62</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Chatbot for health care and oncology applications using artificial intelligence and machine learning: Systematic Review</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Systematic review</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Influencing factors: hesitancy, algorithm bias, data quality.</td>
</tr>
<tr>
<td align="left" valign="top">Amoakoh et al. (<xref ref-type="bibr" rid="ref63">63</xref>)</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Using mobile health to support clinical decision-making to improve maternal and neonatal health outcomes in Ghana: insights of frontline health worker information needs</td>
<td align="left" valign="top">Ghana</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Influencing factors: cost, distance, attitude of nurses, lack of facilities.</td>
</tr>
<tr>
<td align="left" valign="top">Clarfield et al. (<xref ref-type="bibr" rid="ref64">64</xref>)</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">Health and health care in Israel: an introduction</td>
<td align="left" valign="top">Israel</td>
<td align="left" valign="top">Review</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Influencing factors: budget reductions, uneven distribution of healthcare workers, population aging, increased prevalence of chronic diseases.</td>
</tr>
<tr>
<td align="left" valign="top">Henderson DAG, et al. (<xref ref-type="bibr" rid="ref65">65</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Understanding primary care transformation and implications for ageing populations and health inequalities: a systematic scoping review of new models of primary health care in OECD countries and China</td>
<td align="left" valign="top">OECD countries and China</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Mixed methods study</td>
<td align="left" valign="top">Influencing factors: leadership, resources, culture, targets.</td>
</tr>
<tr>
<td align="left" valign="top">Aoki et al. (<xref ref-type="bibr" rid="ref66">66</xref>)</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Comparison of primary care experience in hospital-based practices and community-based office practices in japan</td>
<td align="left" valign="top">Japan</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Quantitative study</td>
<td align="left" valign="top">Influencing factors: practice location and ownership.<break/>Work environment and staff size.</td>
</tr>
<tr>
<td align="left" valign="top">Hill et al. (<xref ref-type="bibr" rid="ref67">67</xref>)</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">The effectiveness of continuous quality improvement for developing professional practice and improving health care outcomes: a systematic review</td>
<td align="left" valign="top">United Kingdom</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Quantitative study</td>
<td align="left" valign="top">Influencing factors: adaptation variation, adoption as standard practice, incomplete reporting, poor evidence quality.</td>
</tr>
<tr>
<td align="left" valign="top">Tan et al. (<xref ref-type="bibr" rid="ref68">68</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Singapore&#x2019;s health-care system: key features, challenges, and shifts</td>
<td align="left" valign="top">Singapore</td>
<td align="left" valign="top">Review</td>
<td align="left" valign="top">Mixed methods study</td>
<td align="left" valign="top">Influencing factors: Rising non-communicable diseases, population ageing, financial incentives.</td>
</tr>
<tr>
<td align="left" valign="top">Scott-Richardson et al. (<xref ref-type="bibr" rid="ref69">69</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Policy facilitators versus structural barriers: integrative therapy telehealth changes in the united states during the COVID-19 pandemic</td>
<td align="left" valign="top">United States</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Quantitative study</td>
<td align="left" valign="top">Influencing factors: lack of broadband, social vulnerability, insurance coverage.</td>
</tr>
<tr>
<td align="left" valign="top">Carruthers et al. (<xref ref-type="bibr" rid="ref70">70</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Interventions to improve access to primary care for inclusion health groups in England: a scoping review</td>
<td align="left" valign="top">United Kingdom</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Strategies: training, education, resources, targeting GP registration, involving community organizations.</td>
</tr>
<tr>
<td align="left" valign="top">Mydin FHM, et al. (<xref ref-type="bibr" rid="ref71">71</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">The effectiveness of educational intervention in improving primary health-care service providers&#x2019; knowledge, identification, and management of elder abuse and neglect: a systematic review</td>
<td align="left" valign="top">Malaysia</td>
<td align="left" valign="top">Systematic review</td>
<td align="left" valign="top">Mixed methods study</td>
<td align="left" valign="top">Strategies: training programs, continuous education, multicomponent interventions.</td>
</tr>
<tr>
<td align="left" valign="top">Seki et al. (<xref ref-type="bibr" rid="ref72">72</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Use of a 2-year continuing professional development programme to change Japanese physicians&#x2019; attitudes to learning primary care: a qualitative study</td>
<td align="left" valign="top">Japanese</td>
<td align="left" valign="top">Original Research</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Strategies: PBL-based CPD program, forming learning community, online program hosting.</td>
</tr>
<tr>
<td align="left" valign="top">Coales et al. (<xref ref-type="bibr" rid="ref73">73</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Perspectives of health workers engaging in task shifting to deliver health care in low-and-middle-income countries: a qualitative evidence synthesis.</td>
<td align="left" valign="top">United Kingdom</td>
<td align="left" valign="top">Review</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Strategies: task shifting, proper training, supervision, securing resources, aligning with values, improving workplace culture.</td>
</tr>
<tr>
<td align="left" valign="top">Wensing et al. (<xref ref-type="bibr" rid="ref74">74</xref>)</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Knowledge translation in health: how implementation science could contribute more</td>
<td align="left" valign="top">Germany</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Strategies: strengthen leadership, promote knowledge co-production, establish partnerships and networks, ensure organizational readiness, contextualize evidence.</td>
</tr>
<tr>
<td align="left" valign="top">Baldoni et al. (<xref ref-type="bibr" rid="ref75">75</xref>)</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Telepharmacy services: present status and future perspectives: a review</td>
<td align="left" valign="top">Italy</td>
<td align="left" valign="top">Review</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Strategies: telepharmacy, standardization, cooperation among sectors.</td>
</tr>
<tr>
<td align="left" valign="top">Samuel et al. (<xref ref-type="bibr" rid="ref76">76</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Effect of continuing professional development on health professionals&#x2019; performance and patient outcomes: a scoping review of knowledge syntheses</td>
<td align="left" valign="top">United States</td>
<td align="left" valign="top">Review</td>
<td align="left" valign="top">Mixed methods study</td>
<td align="left" valign="top">Strategies: adopt a multi-component approach use eLearning consider costs in design.</td>
</tr>
<tr>
<td align="left" valign="top">Alami et al. (<xref ref-type="bibr" rid="ref77">77</xref>)</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Artificial intelligence and health technology assessment: anticipating a new level of complexity</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Review</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Strategies: strengthen leadership, promote knowledge co-production, establish partnerships and networks, ensure organizational readiness, contextualize evidence.</td>
</tr>
<tr>
<td align="left" valign="top">Beste et al. (<xref ref-type="bibr" rid="ref78">78</xref>)</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">Primary care team members report greater individual benefits from long- versus short-term specialty telemedicine mentorship</td>
<td align="left" valign="top">United States</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Quantitative study</td>
<td align="left" valign="top">Strategies: long-term mentorship, regular communication, collaborative learning, feedback mechanisms, integration of various guidance methods.</td>
</tr>
<tr>
<td align="left" valign="top">Mappangara et al. (<xref ref-type="bibr" rid="ref79">79</xref>)</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Tele-ECG consulting and outcomes on primary care patients in a low-to-middle income population: the FIRST experience from Makassar telemedicine program</td>
<td align="left" valign="top">Indonesia</td>
<td align="left" valign="top">Original Research</td>
<td align="left" valign="top">Mixed methods study</td>
<td align="left" valign="top">Strategies: implement tele-ECG, standardize medical records, improve patient-doctor engagement.</td>
</tr>
<tr>
<td align="left" valign="top">Alenoghena et al. (<xref ref-type="bibr" rid="ref80">80</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Telemedicine: a survey of telecommunication technologies, developments, and challenges</td>
<td align="left" valign="top">South Africa, Niger</td>
<td align="left" valign="top">Review</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Strategies: implement new techs like blockchain, optimize resource allocation, ensure standardization.</td>
</tr>
<tr>
<td align="left" valign="top">Gizaw et al. (<xref ref-type="bibr" rid="ref81">81</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">What improves access to primary healthcare services in rural communities? A systematic review</td>
<td align="left" valign="top">Ethiopia</td>
<td align="left" valign="top">Systematic review</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Strategies: community programs, mobile clinics, telemedicine, and funding schemes.</td>
</tr>
<tr>
<td align="left" valign="top">Yenet et al. (<xref ref-type="bibr" rid="ref82">82</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Challenges to the availability and affordability of essential medicines in African countries: a scoping review</td>
<td align="left" valign="top">Ethiopia</td>
<td align="left" valign="top">Scoping review</td>
<td align="left" valign="top">Mixed methods study</td>
<td align="left" valign="top">Strategies: strengthen governance, improve inventory control, train staff, address price issues.</td>
</tr>
<tr>
<td align="left" valign="top">Pay&#x00E1;n et al. (<xref ref-type="bibr" rid="ref83">83</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Telemedicine implementation and use in community health centers during COVID-19: clinic personnel and patient perspectives</td>
<td align="left" valign="top">United States</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Strategies: use of external resources, invest in equipment, leverage bilingual staff, provide staff training</td>
</tr>
<tr>
<td align="left" valign="top">Day et al. (<xref ref-type="bibr" rid="ref84">84</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Personalized implementation of video telehealth for rural veterans (PIVOT-R)</td>
<td align="left" valign="top">United States</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Mixed methods study</td>
<td align="left" valign="top">Strategies: PIVOT-R approach, relationship building, site engagement, context assessment, goal balancing.</td>
</tr>
<tr>
<td align="left" valign="top">Nass et al. (<xref ref-type="bibr" rid="ref85">85</xref>)</td>
<td align="center" valign="top">2024</td>
<td align="left" valign="top">Ending unequal treatment: strategies to achieve equitable health care and optimal health for All</td>
<td align="left" valign="top">United States</td>
<td align="left" valign="top">Review</td>
<td align="left" valign="top">Qualitative study</td>
<td align="left" valign="top">Strategies: community partnerships, improve healthcare workforce use health IT and enhance health literacy.</td>
</tr>
<tr>
<td align="left" valign="top">Butte et al. (<xref ref-type="bibr" rid="ref86">86</xref>)</td>
<td align="center" valign="top">2024</td>
<td align="left" valign="top">Effectiveness of cultural sensitivity training on undergraduate students&#x2019; knowledge, self-efficacy, and ethnocultural empathy</td>
<td align="left" valign="top">United States</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Quantitative study</td>
<td align="left" valign="top">/</td>
</tr>
<tr>
<td align="left" valign="top">Lee et al. (<xref ref-type="bibr" rid="ref87">87</xref>)</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Specialist and family physician collaboration: Insights from primary care-based memory clinics</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Original research</td>
<td align="left" valign="top">Quantitative study</td>
<td align="left" valign="top">Strategies: more time for collaboration, formalize processes, delineate roles, address barriers, use various communication methods.</td>
</tr>
<tr>
<td align="left" valign="top">Langlois et al. (<xref ref-type="bibr" rid="ref88">88</xref>)</td>
<td align="center" valign="top">2016</td>
<td align="left" valign="top">Enhancing evidence informed policymaking in complex health systems: lessons from multi-site collaborative approaches</td>
<td align="left" valign="top">Mexico</td>
<td align="left" valign="top">Original Research</td>
<td align="left" valign="top">Mixed methods study</td>
<td align="left" valign="top">Strategies: CoPs and buddying processes, strengthening researcher-policymaker exchanges capacity building workshops.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>This table summarizes key details of the 76 included publications, including authors, year, study location, study type, methods, main challenges, influencing factors, and proposed strategies for PHC capacity improvement. It provides a structured overview supporting the thematic synthesis and comparative analysis.</p>
</table-wrap-foot>
</table-wrap>
<sec id="sec13">
<title>Key challenges to strengthening the capacity of PHC services</title>
<sec id="sec14">
<title>Workforce issues</title>
<p>PHC workforce challenges vary significantly across development levels and between urban and rural settings (<xref ref-type="bibr" rid="ref13 ref14 ref15 ref16">13&#x2013;16</xref>). In China, a considerable proportion of community health center physicians lack formal medical education qualifications, contributing to skill gaps and limited service capability (<xref ref-type="bibr" rid="ref17">17</xref>). Meanwhile, the continued concentration of skilled clinicians in higher-level hospitals reduces the attractiveness of PHC positions and widens the competency divide with tertiary institutions (<xref ref-type="bibr" rid="ref18">18</xref>).</p>
<p>Similar disparities are observed globally. In Australia and the United States, rural communities face persistent shortages of primary care practitioners due to aging workforces and increasing healthcare demands (<xref ref-type="bibr" rid="ref19 ref20 ref21">19&#x2013;21</xref>). Thailand demonstrates one of the most acute shortages&#x2014;0.8 doctors per 1,000 people, compared with an Organisation for Economic Co-operation and Development (OECD) average of 3.4 (<xref ref-type="bibr" rid="ref22">22</xref>). Workforce pressures are further intensified by widespread burnout reported among PHC professionals in high-income countries (<xref ref-type="bibr" rid="ref23 ref24 ref25 ref26 ref27">23&#x2013;27</xref>), which negatively affects motivation and retention. These findings underscore the urgent need for targeted strategies such as rural workforce incentives, strengthened continuing professional development, and structured support to reduce burnout.</p>
</sec>
<sec id="sec15">
<title>Financial and resource constraints</title>
<p>Financial and resource limitations remain a principal barrier to PHC capacity building, particularly in LMICs. Many regions continue to operate with outdated infrastructure, insufficient diagnostic equipment, and chronic staffing and supply shortages (<xref ref-type="bibr" rid="ref28 ref29 ref30">28&#x2013;30</xref>). In addition, the financial burden of accessing PHC services remains inequitable: the poorest populations experience a substantially higher risk of catastrophic health expenditure compared with the wealthiest groups (<xref ref-type="bibr" rid="ref29">29</xref>). These constraints directly limit access to timely and high-quality PHC, exacerbating health disparities within and across countries (<xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>).</p>
</sec>
<sec id="sec16">
<title>Policy and governance frameworks</title>
<p>Effective governance structures are essential to ensure accountability, quality control, and equitable PHC service provision (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref22">22</xref>). Challenges related to the implementation of telemedicine and other digital tools&#x2014;such as reimbursement and regulation&#x2014;continue to hinder integration in several countries (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref33">33</xref>). Conversely, evidence from models like the Patient-Centered Medical Home (PCMH) indicates that strong governance frameworks can directly improve care quality and cost-efficiency (<xref ref-type="bibr" rid="ref34">34</xref>). Furthermore, the experience of Indonesia demonstrates that progress toward UHC requires continuous refinement of governance systems to ensure inclusivity and fair resource allocation (<xref ref-type="bibr" rid="ref35">35</xref>). Together, these findings highlight governance strengthening as a foundation for PHC capacity improvement.</p>
</sec>
<sec id="sec17">
<title>Health equity and community engagement</title>
<p>Global inequities persist in PHC coverage: service access in low-income countries remains substantially lower (approximately 50%) than in high-income countries (approximately 90%), restricting timely and equitable access to essential care (<xref ref-type="bibr" rid="ref36">36</xref>). Marginalized groups&#x2014;including residents of geographically remote areas, refugees, and migrants&#x2014;continue to face significant barriers such as transportation shortages, cultural and language constraints, and supply limitations (<xref ref-type="bibr" rid="ref37 ref38 ref39 ref40">37&#x2013;40</xref>). A WHO analysis across 47 African countries revealed only 1.55 healthcare workers per 1,000 people, far below the recommended 4.45 per 1,000 required to meet essential service needs (<xref ref-type="bibr" rid="ref38">38</xref>). Strengthening community-based outreach models and equity-oriented service approaches remains critical to reducing these disparities.</p>
</sec>
<sec id="sec18">
<title>Information technology</title>
<p>Digital health innovations hold major potential for expanding PHC capacity, particularly in rural and resource-constrained settings (<xref ref-type="bibr" rid="ref41">41</xref>). However, persistent challenges&#x2014;limited digital literacy, fragmented IT infrastructure, and interoperability concerns&#x2014;continue to restrict effective uptake (<xref ref-type="bibr" rid="ref42 ref43 ref44">42&#x2013;44</xref>). For instance, despite significant growth in telemedicine use during the COVID-19 pandemic, poor connectivity and digital skills prevented many patients from benefitting fully from these services (<xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref45">45</xref>). Privacy concerns and mistrust of artificial intelligence (AI) applications in healthcare further impede widespread application (<xref ref-type="bibr" rid="ref46 ref47 ref48">46&#x2013;48</xref>). To ensure technology enables&#x2014;not replaces&#x2014;human-centered care, digital health adoption must be supported by sustained investment in staff training and equitable access.</p>
<p>For details, please refer to <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>, which provides a summary of the five key challenge areas affecting PHC capacity.</p>
</sec>
</sec>
<sec id="sec19">
<title>Key factors affecting the capacity of PHC services</title>
<sec id="sec20">
<title>Human resource</title>
<p>Enhancing PHC personnel capabilities requires a combination of short-term (training) and systemic (policy) strategies. Short-term training programs, such as those implemented in Malaysia, have shown success in improving providers&#x2019; ability to manage complex cases, such as elder abuse and neglect (EAN) (<xref ref-type="bibr" rid="ref49">49</xref>). Similarly, studies in South and Southeast Asia showed that knowledge scores increased from 45 to 63% (<italic>p</italic> &#x2264;&#x202F;0.001) in the intervention group, compared to a smaller increase of 6.8 to 16.1% (<italic>p</italic> =&#x202F;0.009) in the control group (<xref ref-type="bibr" rid="ref50">50</xref>). These results highlight the immediate effectiveness of targeted training. In addition, innovative care models, such as integrating behavioral health with chronic disease management, have been shown to enhance patient adherence and reduce emergency department visits (<xref ref-type="bibr" rid="ref51">51</xref>, <xref ref-type="bibr" rid="ref52">52</xref>).</p>
<p>Furthermore, leadership development programs, which require longer-term investment, have demonstrated sustained improvements in team efficiency and healthcare quality across various countries (<xref ref-type="bibr" rid="ref53">53</xref>, <xref ref-type="bibr" rid="ref54">54</xref>). For example, the Comprehensive Primary Care Plus (CPC+) program led to a 6% reduction in hospitalization rates, showcasing the positive impact of leadership and team-based models (<xref ref-type="bibr" rid="ref55">55</xref>). Additionally, community-clinical linkage interventions have been linked to a 15% increase in the likelihood of reducing hemoglobin A1c (HbA1c) levels within six months, emphasizing the importance of integrated care approaches (<xref ref-type="bibr" rid="ref56">56</xref>). However, to ensure the sustainability of these short-term gains, leadership development and integrated care models must be supported by systemic policy reforms, such as financial incentives and career development paths for PHC professionals (<xref ref-type="bibr" rid="ref53">53</xref>, <xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref57">57</xref>, <xref ref-type="bibr" rid="ref58">58</xref>).</p>
</sec>
<sec id="sec21">
<title>Technology and equipment upgrades</title>
<p>The integration of information technology (IT) and AI has enhanced the efficiency and capacity of PHC services. In LMICs, health information systems (HIS) have been shown to improve chronic disease management and patient outcomes (<xref ref-type="bibr" rid="ref59">59</xref>). The incorporation of IT and AI into PHC services represents a combination of short-term technological upgrades and systemic policy shifts. Short-term applications, such as mobile health interventions in rural China, have demonstrated immediate reductions in systolic blood pressure among stroke patients, leading to improved short-term outcomes (<xref ref-type="bibr" rid="ref60">60</xref>). However, broader, systemic integration of AI tools for diagnostics and treatment optimization requires comprehensive policy support to ensure equitable distribution, particularly in low-resource settings (<xref ref-type="bibr" rid="ref59">59</xref>, <xref ref-type="bibr" rid="ref61">61</xref>). While AI has shown promise in enhancing clinic visit rates and medication adherence, its long-term effectiveness in reducing disease risks or mortality rates remains under evaluation (<xref ref-type="bibr" rid="ref62">62</xref>, <xref ref-type="bibr" rid="ref63">63</xref>).</p>
</sec>
<sec id="sec22">
<title>Resource integration and management</title>
<p>Systemic integration of resources between primary and specialized care is essential for optimizing PHC capacity. Countries such as Israel and China demonstrate that policies supporting coordinated care can significantly enhance health outcomes and reduce healthcare costs (<xref ref-type="bibr" rid="ref64">64</xref>, <xref ref-type="bibr" rid="ref65">65</xref>). Integrated systems improve communication between general practitioners and specialists, reducing unnecessary treatments, care fragmentation, and hospital readmissions, while also enhancing patient outcomes (<xref ref-type="bibr" rid="ref66">66</xref>, <xref ref-type="bibr" rid="ref67">67</xref>). These outcomes are particularly notable when integrated with broader policy frameworks that address issues such as healthcare financing and public-private partnerships. In contrast, short-term resource integration strategies, such as the use of telemedicine for immediate consultations, have proven effective in improving access; however, their sustainability depends on robust governance and ongoing policy adaptations (<xref ref-type="bibr" rid="ref68">68</xref>, <xref ref-type="bibr" rid="ref69">69</xref>).</p>
</sec>
</sec>
<sec id="sec23">
<title>Improvement strategies to increase the capacity of PHC services</title>
<sec id="sec24">
<title>Primary care workforce development</title>
<p>Effective workforce development in PHC requires both short-term training and systemic policy strategies. Short-term strategies, such as localized training programs and task-shifting, have proven particularly effective in improving healthcare delivery in rural and underserved regions. These approaches, which focus on integrating diagnostic reasoning with community health needs, allow healthcare workers to gain practical experience in their local settings (<xref ref-type="bibr" rid="ref49">49</xref>, <xref ref-type="bibr" rid="ref70">70</xref>, <xref ref-type="bibr" rid="ref71">71</xref>). For example, task-shifting models, where general practitioners or community health workers manage prevalent diseases through brief, focused programs, have demonstrated positive results in various global health settings (<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref72">72</xref>).</p>
<p>On the other hand, systemic strategies such as providing financial incentives, career advancement opportunities, and improving working conditions are essential for retaining healthcare professionals, especially in rural areas. Evidence suggests that offering career development opportunities and community recognition can significantly improve healthcare workers&#x2019; retention rates in rural or economically disadvantaged areas (<xref ref-type="bibr" rid="ref73">73</xref>). Collaborating with local governments to create favorable employment conditions and reduce workforce attrition is also crucial. Furthermore, leveraging low-cost e-learning tools and AI-assisted diagnostic systems provides real-time support and continuous professional development for rural healthcare providers (<xref ref-type="bibr" rid="ref74">74</xref>, <xref ref-type="bibr" rid="ref75">75</xref>). These approaches are particularly beneficial in resource-constrained environments, offering a cost-effective alternative to traditional, off-site training programs.</p>
</sec>
<sec id="sec25">
<title>Application of information technology</title>
<p>The application of IT and AI must be adapted to local contexts, particularly in resource-constrained settings. Short-term strategies such as AI tools that offer low-cost, low-bandwidth solutions for diagnostic support are essential for maximizing the utility of AI in remote areas. For example, in rural China, mobile health systems have been effective in managing chronic diseases, particularly in underserved populations (<xref ref-type="bibr" rid="ref59">59</xref>). However, the full potential of AI and telemedicine can only be realized through systemic strategies that support equitable distribution. This includes funding for AI training programs, international collaborations, and subsidies aimed at ensuring vulnerable populations can access these technologies (<xref ref-type="bibr" rid="ref49">49</xref>, <xref ref-type="bibr" rid="ref76">76</xref>, <xref ref-type="bibr" rid="ref77">77</xref>). For example, in Indonesia, the implementation of tele-electrocardiography (tele-ECG) significantly improved triage efficiency and ensured prompt referral for cardiovascular disease (CVD) patients (<xref ref-type="bibr" rid="ref78">78</xref>). Additionally, the community telemedicine coordinator model can enhance healthcare access in rural and underserved areas by training local workers to use basic telemedicine technologies and mobile devices with low-bandwidth networks for video consultations and data sharing (<xref ref-type="bibr" rid="ref79">79</xref>). Evidence from the Pacific Northwest, USA, indicates that telemedicine mentorship significantly improves access to specialty care and team integration (<xref ref-type="bibr" rid="ref77">77</xref>). These short-term strategies, when coupled with systemic policies that ensure sustainable access, can greatly enhance healthcare accessibility in low-resource settings.</p>
</sec>
<sec id="sec26">
<title>Enhancing equity in primary care services</title>
<p>Improving equity in PHC services requires both integrated short-term measures and long-term systemic policies (<xref ref-type="bibr" rid="ref80">80</xref>, <xref ref-type="bibr" rid="ref81">81</xref>). Short-term interventions, such as telemedicine, have demonstrated immediate improvements in healthcare access in rural and marginalized populations (<xref ref-type="bibr" rid="ref82">82</xref>). Furthermore, the establishment of community health coordinators and collaboration with local health services has proven effective in addressing specific health needs in these populations (<xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref83">83</xref>, <xref ref-type="bibr" rid="ref84">84</xref>). However, to achieve long-term improvements, systemic policies are needed to strengthen resource allocation and ensure adequate healthcare facilities, medicines, and personnel in underserved regions (<xref ref-type="bibr" rid="ref80">80</xref>, <xref ref-type="bibr" rid="ref81">81</xref>). Systemic interventions like health information systems (HIS) for real-time monitoring and efficient resource distribution are essential for addressing regional health disparities (<xref ref-type="bibr" rid="ref59">59</xref>, <xref ref-type="bibr" rid="ref85">85</xref>).</p>
</sec>
<sec id="sec27">
<title>Enhancing interdisciplinary collaboration</title>
<p>Interdisciplinary collaboration should focus on localization and resource optimization, particularly in resource-constrained settings. For instance, Canada&#x2019;s Primary Care Collaborative Memory Clinics (PCCMCs) have demonstrated the impact of interdisciplinary teams in improving dementia care (<xref ref-type="bibr" rid="ref86">86</xref>). In economically disadvantaged regions, short-term strategies, such as integrating nurses and pharmacists into primary care teams for chronic disease management, can effectively expand healthcare coverage (<xref ref-type="bibr" rid="ref19">19</xref>). Similarly, developing locally relevant professionals, such as dietitians and mental health workers, as part of interdisciplinary teams has been shown to address specific community health needs (<xref ref-type="bibr" rid="ref87">87</xref>). Moreover, community-centered models, such as engaging health workers as liaisons between primary and specialty care, are particularly effective in resource-limited settings. This approach enhances team collaboration, especially in chronic disease management and public health education (<xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref88">88</xref>, <xref ref-type="bibr" rid="ref89">89</xref>). These strategies can be adapted globally, with context-specific collaboration models that facilitate sustainable development in PHC services.</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="sec28">
<title>Discussion</title>
<sec id="sec29">
<title>Principal findings</title>
<p>This scoping review synthesizes evidence from 76 global studies to delineate critical challenges and actionable strategies for strengthening PHC service competency. Key challenges include workforce shortages and maldistribution (particularly in rural and underserved regions), financial barriers and inequitable resource allocation, fragmented governance frameworks, persistent health equity gaps, and limited integration of health information technologies. To address these barriers, studies emphasized multifaceted strategies: (1) workforce capacity-building through targeted training and retention programs; (2) technology-driven innovations such as telemedicine and AI-enabled decision support systems; (3) equity-centered service models that prioritize marginalized populations; and (4) interprofessional collaboration to enhance care coordination across sectors.</p>
</sec>
<sec id="sec30">
<title>Geographic variations in challenges and transferability of findings</title>
<p>A deeper examination of the challenges identified in this review reveals that geographic context significantly shapes how these issues are experienced and addressed. Several challenges&#x2014;such as workforce shortages, fragmented care coordination, and limited community engagement&#x2014;are widely observed across both HIC and LMIC settings, making the corresponding strategies broadly transferable. For instance, continuous professional development, task-shifting, and strengthened referral systems have demonstrated effectiveness in diverse environments.</p>
<p>However, other challenges show substantial geographic variability, particularly those related to financing structures, governance capacity, and the availability of digital infrastructure. In HIC contexts, challenges often center around system complexity, care integration, and optimisation rather than basic resource constraints. In contrast, LMIC settings face more fundamental limitations, including inadequate facility funding, insufficient supply chains, and uneven distribution of qualified health workers. Consequently, strategies such as advanced health information technologies, data-driven decision-making, or large-scale organisational reforms require cautious adaptation when considered for resource-limited settings. Implementation in LMICs may necessitate phased approaches, simplified or low-cost digital tools, and stronger alignment with community-level capacities and sociocultural norms.</p>
<p>By differentiating between universally applicable findings and those requiring contextual modification, this review provides clearer guidance for policymakers and practitioners working to strengthen PHC systems across varied resource landscapes.</p>
</sec>
<sec id="sec31">
<title>Context-specific considerations and limitations of generalisability</title>
<p>While this scoping review synthesised global evidence on PHC capacity-building, it is important to acknowledge that a considerable proportion of the included studies originated from HICs. As a result, several identified strategies&#x2014;particularly those involving advanced digital health infrastructure, specialised workforce training models, and comprehensive financing mechanisms&#x2014;may not be directly transferable to LMIC contexts. The predominance of studies from HICs risks overemphasizing challenges such as technology adoption and workforce training, which may not be as pertinent in LMICs where more foundational issues like basic facility funding, supply chain deficiencies, and unequal workforce distribution prevail. Differences in resource availability, health system maturity, governance capacity, and sociocultural dynamics can significantly influence the feasibility and effectiveness of these interventions. Consequently, the generalisability of certain strategies remains limited, particularly those reliant on high-resource settings. Future research should prioritize studies from LMICs and non-English publications to ensure that capacity-building interventions are responsive to diverse health system realities.</p>
</sec>
<sec id="sec32">
<title>Strengths</title>
<p>This scoping review demonstrates methodological rigor through strict adherence to Arksey &#x0026; O&#x2019;Malley&#x2019;s framework and PRISMA-ScR guidelines, with dual independent screening, blinded quality control, and iterative thematic analysis enhancing transparency and reproducibility. By synthesizing 76 studies spanning 31 countries and regions across diverse income levels, the findings offer multilevel insights into PHC systems&#x2014;from digital integration in high-income settings to workforce reforms in low-resource contexts &#x2014;providing policymakers with adaptable, evidence-based strategies. Additionally, explicit alignment with global agendas strengthens its relevance to advancing UHC.</p>
</sec>
</sec>
<sec id="sec33">
<title>Limitations</title>
<p>However, limitations warrant consideration. First, reliance on English-language and peer-reviewed literature may overlook regionally critical evidence from non-English publications or LMIC governmental reports. Second, despite efforts to capture geographic diversity, the predominance of studies from HICs risks overemphasizing challenges like technology adoption while underrepresenting foundational barriers. Finally, the exclusion of gray literature may omit critical insights into national-level PHC reforms, particularly in low-resource contexts where peer-reviewed evidence is scarce. Future research should prioritize multilingual synthesis, integrate gray literature, and incorporate longitudinal assessments to address these gaps.</p>
<sec id="sec34">
<title>Comparison of strengths and weaknesses with other studies</title>
<p>This review offers a more comprehensive and detailed analysis of the challenges involved in enhancing the capacities of PHC Service, providing broader coverage compared to previous studies. Many earlier studies have examined specific aspects of PHC improvement. For instance, some studies have emphasized the role of digital health tools, focusing primarily on technological innovation while overlooking broader systemic challenges such as policy reform and financial barriers (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref90">90</xref>). Similarly, other studies have analyzed the impact of financial investment on PHC human resource development, providing valuable insights but from a somewhat narrow perspective (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref91">91</xref>). Additionally, investigations into policy frameworks within specific health systems have highlighted important considerations but often failed to fully address the interconnected nature of these challenges, particularly in resource-constrained settings (<xref ref-type="bibr" rid="ref69">69</xref>, <xref ref-type="bibr" rid="ref87">87</xref>, <xref ref-type="bibr" rid="ref92">92</xref>).</p>
<p>In contrast, this review synthesizes findings from 76 studies conducted in both low-resource and high-resource environments, covering multiple dimensions such as technological advancements, policy reforms, financial constraints, and workforce development. It provides a more comprehensive understanding of the complexities of PHC service, demonstrating the interconnections among these issues and offering a multidimensional framework for strengthening PHC service.</p>
<p>Although this review lacks the depth of quantitative analysis or empirical data provided by some meta-analyses or randomized controlled trials, its strength lies in offering a diverse and global perspective. By encompassing various geographical, economic, and policy contexts, it delivers valuable insights broadly applicable to the improvement of PHC service in different countries and regions. This contribution establishes a critical foundation for future research and policy development, emphasizing the importance of coordinated, multifaceted approaches to strengthening PHC service.</p>
</sec>
<sec id="sec35">
<title>Significance of the study</title>
<p>This scoping review systematically synthesizes global evidence on the multifaceted challenges impeding PHC service competency and evaluates proposed strategies to address them. By collating insights from diverse socioeconomic and geographic contexts, the study identifies transferable best practices and context-specific innovations, such as competency-based training frameworks, digital health integration, and community-participatory models. The findings aim to inform policymakers, health planners, and frontline practitioners in designing targeted interventions to enhance PHC medical service competency, optimize resource allocation, and strengthen systemic resilience. Based on the findings, specific policy recommendations include the implementation of workforce retention incentives, such as financial and professional development support for primary care providers, as well as the development of AI adoption frameworks that ensure equitable access, training, and ethical considerations in LMICs. These policy recommendations aim to address both short-term challenges and long-term system-wide improvements. Additionally, the review highlights critical gaps in evidence, including the long-term impact of technology-driven solutions and the role of policy coherence in sustaining competency-building initiatives. Ultimately, this work underscores the urgency of prioritizing PHC service competency as a catalyst for advancing global health equity and ensuring health systems are prepared to meet evolving population needs.</p>
</sec>
<sec id="sec36">
<title>Future research directions</title>
<p>Future research should address several limitations identified in this review to strengthen the evidence base on PHC capacity-building. First, multilingual evidence synthesis is essential to reduce language bias, as reliance on English-language sources may exclude valuable studies from regions where PHC research is published in local languages. Incorporating literature in Chinese, Spanish, Portuguese, French, and other widely used languages would provide a more comprehensive global perspective. Second, the inclusion of grey literature&#x2014;such as national policy documents, program evaluations, and reports from international organisations&#x2014;would help capture practical insights and implementation experiences that are often underrepresented in peer-reviewed publications. Future research should also emphasize longitudinal and comparative studies to assess the long-term impact of PHC interventions, as well as studies comparing PHC performance across diverse socio-political and economic settings. Such studies could provide critical insights into which strategies are most effective in different contexts and inform future policy design. Finally, there is a pressing need for more context-specific studies conducted in LMIC settings, where the challenges, resource constraints, and sociopolitical environments differ significantly from those in high-income countries. Such research is crucial for developing tailored, feasible, and scalable strategies to enhance PHC service capacity in diverse health system contexts.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec37">
<title>Conclusion</title>
<p>In summary, this study identifies actionable strategies to strengthen the resilience and responsiveness of PHC systems, but future research should incorporate longitudinal and comparative approaches to assess the effectiveness of these strategies over time and across varying contexts. Additionally, integrating context-sensitive and qualitative methods will deepen the evidence base, enriching our understanding of how these strategies work in different settings. By focusing on policy recommendations and locally adaptable solutions, such research will contribute to advancing equitable PHC systems that are both globally informed and responsive to local needs.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec38">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec sec-type="author-contributions" id="sec39">
<title>Author contributions</title>
<p>SY: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Validation, Visualization. CB: Conceptualization, Data curation, Methodology, Writing &#x2013; original draft, Formal analysis, Visualization. YZ: Conceptualization, Data curation, Formal analysis, Writing &#x2013; review &#x0026; editing, Visualization. JW: Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing &#x2013; review &#x0026; editing. HJ: Conceptualization, Data curation, Resources, Formal analysis, Writing &#x2013; review &#x0026; editing. BH-R: Data curation, Writing &#x2013; review &#x0026; editing, Formal analysis, Methodology. YL: Data curation, Formal analysis, Methodology, Investigation, Software, Writing &#x2013; review &#x0026; editing. FS: Data curation, Formal analysis, Methodology, Investigation, Writing &#x2013; review &#x0026; editing. HZ: Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. LM: Conceptualization, Data curation, Investigation, Methodology, Validation, Writing &#x2013; review &#x0026; editing. LS: Conceptualization, Supervision, Validation, Writing &#x2013; review &#x0026; editing, Formal analysis. DY: Conceptualization, Funding acquisition, Resources, Supervision, Writing &#x2013; review &#x0026; editing, Formal analysis, Project administration, Writing &#x2013; original draft.</p>
</sec>
<sec sec-type="COI-statement" id="sec40">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec41">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec42">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec43">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fpubh.2025.1732011/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2025.1732011/full#supplementary-material</ext-link></p>
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<ref-list>
<title>References</title>
<ref id="ref1"><label>1.</label> <mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Allen</surname><given-names>LN</given-names></name> <name><surname>Pettigrew</surname><given-names>LM</given-names></name> <name><surname>Exley</surname><given-names>J</given-names></name> <name><surname>Nugent</surname><given-names>R</given-names></name> <name><surname>Balabanova</surname><given-names>D</given-names></name> <name><surname>Villar-Uribe</surname><given-names>M</given-names></name> <etal/></person-group>. <article-title>The role of primary health care, primary care and hospitals in advancing universal health coverage</article-title>. <source>BMJ Glob Health</source>. (<year>2023</year>) <volume>8</volume>:<fpage>e014442</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bmjgh-2023-014442</pub-id>, <pub-id pub-id-type="pmid">38084496</pub-id></mixed-citation></ref>
<ref id="ref2"><label>2.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname><given-names>X</given-names></name> <name><surname>Liu</surname><given-names>J</given-names></name> <name><surname>Zhu</surname><given-names>J</given-names></name> <name><surname>Bai</surname><given-names>Y</given-names></name> <name><surname>Wang</surname><given-names>J</given-names></name></person-group>. <article-title>The association between social integration and utilization of primary health care among migrants in China: a nationwide cross-sectional study</article-title>. <source>Int J Equity Health</source>. (<year>2023</year>) <volume>22</volume>:<fpage>210</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12939-023-02018-x</pub-id>, <pub-id pub-id-type="pmid">37814276</pub-id></mixed-citation></ref>
<ref id="ref3"><label>3.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jimenez</surname><given-names>G</given-names></name> <name><surname>Matchar</surname><given-names>D</given-names></name> <name><surname>Koh</surname><given-names>GC-H</given-names></name> <name><surname>Car</surname><given-names>J</given-names></name></person-group>. <article-title>Multicomponent interventions for enhancing primary care: a systematic review</article-title>. <source>Br J Gen Pract</source>. (<year>2021</year>) <volume>71</volume>:<fpage>e10</fpage>&#x2013;<lpage>21</lpage>. doi: <pub-id pub-id-type="doi">10.3399/bjgp20X714199</pub-id>, <pub-id pub-id-type="pmid">33257458</pub-id></mixed-citation></ref>
<ref id="ref4"><label>4.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Schneider</surname><given-names>MT</given-names></name> <name><surname>Chang</surname><given-names>AY</given-names></name> <name><surname>Crosby</surname><given-names>SW</given-names></name> <name><surname>Gloyd</surname><given-names>S</given-names></name> <name><surname>Harle</surname><given-names>AC</given-names></name> <name><surname>Lim</surname><given-names>S</given-names></name> <etal/></person-group>. <article-title>Trends and outcomes in primary health care expenditures in low-income and middle-income countries, 2000-2017</article-title>. <source>BMJ Glob Health</source>. (<year>2021</year>) <volume>6</volume>:<fpage>1</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bmjgh-2021-005798</pub-id>, <pub-id pub-id-type="pmid">34385159</pub-id></mixed-citation></ref>
<ref id="ref5"><label>5.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><collab id="coll1">The Lancet</collab></person-group>. <article-title>The Astana declaration: the future of primary health care?</article-title> <source>Lancet</source>. (<year>2018</year>) <volume>392</volume>:<fpage>1369</fpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(18)32478-4</pub-id></mixed-citation></ref>
<ref id="ref6"><label>6.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Finn</surname><given-names>M</given-names></name> <name><surname>Gilmore</surname><given-names>B</given-names></name> <name><surname>Sheaf</surname><given-names>G</given-names></name> <name><surname>Valli&#x00E8;res</surname><given-names>F</given-names></name></person-group>. <article-title>What do we mean by individual capacity strengthening for primary health care in low- and middle-income countries? A systematic scoping review to improve conceptual clarity</article-title>. <source>Hum Resour Health</source>. (<year>2021</year>) <volume>19</volume>:<fpage>5</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12960-020-00547-y</pub-id>, <pub-id pub-id-type="pmid">33407554</pub-id></mixed-citation></ref>
<ref id="ref7"><label>7.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nicholson</surname><given-names>K</given-names></name> <name><surname>Ganann</surname><given-names>R</given-names></name> <name><surname>Bookey-Bassett</surname><given-names>S</given-names></name> <name><surname>Garland Baird</surname><given-names>L</given-names></name> <name><surname>Garnett</surname><given-names>A</given-names></name> <name><surname>Marshall</surname><given-names>Z</given-names></name> <etal/></person-group>. <article-title>Capacity building and mentorship among pan-Canadian early career researchers in community-based primary health care</article-title>. <source>Prim Health Care Res Dev</source>. (<year>2020</year>) <volume>21</volume>:<fpage>e3</fpage>. doi: <pub-id pub-id-type="doi">10.1017/S1463423619000938</pub-id>, <pub-id pub-id-type="pmid">32026798</pub-id></mixed-citation></ref>
<ref id="ref8"><label>8.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Du</surname><given-names>Y</given-names></name> <name><surname>Zhou</surname><given-names>Q</given-names></name> <name><surname>Cheng</surname><given-names>W</given-names></name> <name><surname>Zhang</surname><given-names>Z</given-names></name> <name><surname>Hoelzer</surname><given-names>S</given-names></name> <name><surname>Liang</surname><given-names>Y</given-names></name> <etal/></person-group>. <article-title>Factors influencing adoption and use of telemedicine services in rural areas of China: mixed methods study</article-title>. <source>JMIR Public Health Surveill</source>. (<year>2022</year>) <volume>8</volume>:<fpage>e40771</fpage>. doi: <pub-id pub-id-type="doi">10.2196/40771</pub-id>, <pub-id pub-id-type="pmid">36563026</pub-id></mixed-citation></ref>
<ref id="ref9"><label>9.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Manyazewal</surname><given-names>T</given-names></name> <name><surname>Ali</surname><given-names>MK</given-names></name> <name><surname>Kebede</surname><given-names>T</given-names></name> <name><surname>Magee</surname><given-names>MJ</given-names></name> <name><surname>Getinet</surname><given-names>T</given-names></name> <name><surname>Patel</surname><given-names>SA</given-names></name> <etal/></person-group>. <article-title>Mapping digital health ecosystems in Africa in the context of endemic infectious and non-communicable diseases</article-title>. <source>NPJ Digit Med</source>. (<year>2023</year>) <volume>6</volume>:<fpage>1</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41746-023-00839-2</pub-id>, <pub-id pub-id-type="pmid">37237022</pub-id></mixed-citation></ref>
<ref id="ref10"><label>10.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Khalil</surname><given-names>H</given-names></name> <name><surname>Peters</surname><given-names>M</given-names></name> <name><surname>Godfrey</surname><given-names>CM</given-names></name> <name><surname>McInerney</surname><given-names>P</given-names></name> <name><surname>Soares</surname><given-names>CB</given-names></name> <name><surname>Parker</surname><given-names>D</given-names></name></person-group>. <article-title>An evidence-based approach to scoping reviews</article-title>. <source>Worldviews Evid-Based Nurs</source>. (<year>2016</year>) <volume>13</volume>:<fpage>118</fpage>&#x2013;<lpage>23</lpage>. doi: <pub-id pub-id-type="doi">10.1111/wvn.12144</pub-id>, <pub-id pub-id-type="pmid">26821833</pub-id></mixed-citation></ref>
<ref id="ref11"><label>11.</label><mixed-citation publication-type="other"><person-group person-group-type="author"><name><surname>Yang</surname><given-names>Sen</given-names></name> <name><surname>Bai</surname><given-names>Zhaohui</given-names></name> <name><surname>Zhao</surname><given-names>Yajun</given-names></name> <name><surname>Jin</surname><given-names>Hua</given-names></name> <name><surname>Liu</surname><given-names>Yalin</given-names></name> <name><surname>Wang</surname><given-names>Jiaojiao</given-names></name> <etal/></person-group>. <source>Capacity building of clinical diagnosis and treatment in primary health care institutions: A scoping review</source>. (<year>2024)</year>. Available at: <ext-link xlink:href="https://osf.io/mdr73/overview" ext-link-type="uri">https://osf.io/mdr73/overview</ext-link></mixed-citation></ref>
<ref id="ref12"><label>12.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tricco</surname><given-names>AC</given-names></name> <name><surname>Lillie</surname><given-names>E</given-names></name> <name><surname>Zarin</surname><given-names>W</given-names></name> <name><surname>O'Brien</surname><given-names>KK</given-names></name> <name><surname>Colquhoun</surname><given-names>H</given-names></name> <name><surname>Levac</surname><given-names>D</given-names></name> <etal/></person-group>. <article-title>PRISMA extension for scoping reviews (PRISMA-ScR): checklist and explanation</article-title>. <source>Ann Intern Med</source>. (<year>2018</year>) <volume>169</volume>:<fpage>467</fpage>&#x2013;<lpage>73</lpage>. doi: <pub-id pub-id-type="doi">10.7326/m18-0850</pub-id>, <pub-id pub-id-type="pmid">30178033</pub-id></mixed-citation></ref>
<ref id="ref13"><label>13.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><collab id="coll2">GBD 2019 Human Resources for Health Collaborators</collab></person-group>. <article-title>Measuring the availability of human resources for health and its relationship to universal health coverage for 204 countries and territories from 1990 to 2019: a systematic analysis for the global burden of disease study 2019</article-title>. <source>Lancet</source>. (<year>2022</year>) <volume>399</volume>:<fpage>2129</fpage>&#x2013;<lpage>54</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(22)00532-3</pub-id></mixed-citation></ref>
<ref id="ref14"><label>14.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kuhlmann</surname><given-names>E</given-names></name> <name><surname>Groenewegen</surname><given-names>PP</given-names></name> <name><surname>Bond</surname><given-names>C</given-names></name> <name><surname>Burau</surname><given-names>V</given-names></name> <name><surname>Hunter</surname><given-names>DJ</given-names></name></person-group>. <article-title>Primary care workforce development in Europe: an overview of health system responses and stakeholder views</article-title>. <source>Health Policy</source>. (<year>2018</year>) <volume>122</volume>:<fpage>1055</fpage>&#x2013;<lpage>62</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.healthpol.2018.07.021</pub-id>, <pub-id pub-id-type="pmid">30100528</pub-id></mixed-citation></ref>
<ref id="ref15"><label>15.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Spooner</surname><given-names>S</given-names></name> <name><surname>Gibson</surname><given-names>J</given-names></name> <name><surname>Checkland</surname><given-names>K</given-names></name> <name><surname>McBride</surname><given-names>A</given-names></name> <name><surname>Hodgson</surname><given-names>DE</given-names></name> <name><surname>Hann</surname><given-names>M</given-names></name> <etal/></person-group>. <article-title>Regional variation in practitioner employment in general practices in England: a comparative analysis</article-title>. <source>Br J Gen Pract</source>. (<year>2020</year>) <volume>70</volume>:<fpage>e164</fpage>&#x2013;<lpage>71</lpage>. doi: <pub-id pub-id-type="doi">10.3399/bjgp20X708185</pub-id>, <pub-id pub-id-type="pmid">32041770</pub-id></mixed-citation></ref>
<ref id="ref16"><label>16.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Maskrey</surname><given-names>M</given-names></name> <name><surname>Johnson</surname><given-names>CF</given-names></name> <name><surname>Cormack</surname><given-names>J</given-names></name> <name><surname>Ryan</surname><given-names>M</given-names></name> <name><surname>Macdonald</surname><given-names>H</given-names></name></person-group>. <article-title>Releasing GP capacity with pharmacy prescribing support and new ways of working: a prospective observational cohort study</article-title>. <source>Br J Gen Pract</source>. (<year>2018</year>) <volume>68</volume>:<fpage>e735</fpage>&#x2013;<lpage>42</lpage>. doi: <pub-id pub-id-type="doi">10.3399/bjgp18X699137</pub-id>, <pub-id pub-id-type="pmid">30249610</pub-id></mixed-citation></ref>
<ref id="ref17"><label>17.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Li</surname><given-names>X</given-names></name> <name><surname>Krumholz</surname><given-names>HM</given-names></name> <name><surname>Yip</surname><given-names>W</given-names></name> <name><surname>Cheng</surname><given-names>KK</given-names></name> <name><surname>de Maeseneer</surname><given-names>J</given-names></name> <name><surname>Meng</surname><given-names>Q</given-names></name> <etal/></person-group>. <article-title>Quality of primary health care in China: challenges and recommendations</article-title>. <source>Lancet</source>. (<year>2020</year>) <volume>395</volume>:<fpage>1802</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(20)30122-7</pub-id>, <pub-id pub-id-type="pmid">32505251</pub-id></mixed-citation></ref>
<ref id="ref18"><label>18.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Esu</surname><given-names>EB</given-names></name> <name><surname>Chibuzor</surname><given-names>M</given-names></name> <name><surname>Aquaisua</surname><given-names>E</given-names></name> <name><surname>Udoh</surname><given-names>E</given-names></name> <name><surname>Sam</surname><given-names>O</given-names></name> <name><surname>Okoroafor</surname><given-names>S</given-names></name> <etal/></person-group>. <article-title>Interventions for improving attraction and retention of health workers in rural and underserved areas: a systematic review of systematic reviews</article-title>. <source>J Public Health (Oxf)</source>. (<year>2021</year>) <volume>43</volume>:<fpage>i54</fpage>&#x2013;<lpage>66</lpage>. doi: <pub-id pub-id-type="doi">10.1093/pubmed/fdaa235</pub-id>, <pub-id pub-id-type="pmid">33856468</pub-id></mixed-citation></ref>
<ref id="ref19"><label>19.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>McFarlane</surname><given-names>KA</given-names></name> <name><surname>Judd</surname><given-names>J</given-names></name> <name><surname>Wapau</surname><given-names>H</given-names></name> <name><surname>Nichols</surname><given-names>N</given-names></name> <name><surname>Watt</surname><given-names>K</given-names></name> <name><surname>Devine</surname><given-names>S</given-names></name></person-group>. <article-title>How primary health care staff working in rural and remote areas access skill development and expertise to support health promotion practice</article-title>. <source>Rural Remote Health</source>. (<year>2018</year>) <volume>18</volume>:<fpage>4413</fpage>. doi: <pub-id pub-id-type="doi">10.22605/rrh4413</pub-id>, <pub-id pub-id-type="pmid">29771570</pub-id></mixed-citation></ref>
<ref id="ref20"><label>20.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wen</surname><given-names>A</given-names></name> <name><surname>Ibrao</surname><given-names>M</given-names></name> <name><surname>Braun</surname><given-names>K</given-names></name> <name><surname>Okamoto</surname><given-names>L</given-names></name> <name><surname>Takenaka</surname><given-names>C</given-names></name> <name><surname>Lubimir</surname><given-names>K</given-names></name> <etal/></person-group>. <article-title>Increasing geriatric care capability in Hawai'i's healthcare systems through the Pacific Islands geriatrics workforce enhancement program (GWEP) at the University of Hawai'i</article-title>. <source>Hawaii J Health Soc Welf</source>. (<year>2022</year>) <volume>81</volume>:<fpage>39</fpage>&#x2013;<lpage>45</lpage>. doi: <pub-id pub-id-type="doi">10.17226/12089</pub-id>, <pub-id pub-id-type="pmid">35495069</pub-id></mixed-citation></ref>
<ref id="ref21"><label>21.</label><mixed-citation publication-type="other"><person-group person-group-type="author"><collab id="coll3">Association of American Medical Colleges</collab></person-group>. The complexities of physician supply and demand: projections from 2016 to 2030. Available online at: <ext-link xlink:href="https://www.aamc.org/media/75231/download?attachment" ext-link-type="uri">https://www.aamc.org/media/75231/download?attachment</ext-link>. (<year>2018</year>) (Accessed October 10, 2018).</mixed-citation></ref>
<ref id="ref22"><label>22.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tangcharoensathien</surname><given-names>V</given-names></name> <name><surname>Witthayapipopsakul</surname><given-names>W</given-names></name> <name><surname>Panichkriangkrai</surname><given-names>W</given-names></name> <name><surname>Patcharanarumol</surname><given-names>W</given-names></name> <name><surname>Mills</surname><given-names>A</given-names></name></person-group>. <article-title>Health systems development in Thailand: a solid platform for successful implementation of universal health coverage</article-title>. <source>Lancet</source>. (<year>2018</year>) <volume>391</volume>:<fpage>1205</fpage>&#x2013;<lpage>23</lpage>. doi: <pub-id pub-id-type="doi">10.1016/s0140-6736(18)30198-3</pub-id>, <pub-id pub-id-type="pmid">29397200</pub-id></mixed-citation></ref>
<ref id="ref23"><label>23.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sirkin</surname><given-names>JT</given-names></name> <name><surname>Flanagan</surname><given-names>E</given-names></name> <name><surname>Tong</surname><given-names>ST</given-names></name> <name><surname>Coffman</surname><given-names>M</given-names></name> <name><surname>McNellis</surname><given-names>RJ</given-names></name> <name><surname>McPherson</surname><given-names>T</given-names></name> <etal/></person-group>. <article-title>Primary care's challenges and responses in the face of the COVID-19 pandemic: insights from AHRQ'S learning community</article-title>. <source>Ann Fam Med</source>. (<year>2023</year>) <volume>21</volume>:<fpage>76</fpage>&#x2013;<lpage>82</lpage>. doi: <pub-id pub-id-type="doi">10.1370/afm.2904</pub-id>, <pub-id pub-id-type="pmid">36690493</pub-id></mixed-citation></ref>
<ref id="ref24"><label>24.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bierman</surname><given-names>AS</given-names></name> <name><surname>Tong</surname><given-names>ST</given-names></name> <name><surname>McNellis</surname><given-names>RJ</given-names></name></person-group>. <article-title>Realizing the dream: the future of primary care research</article-title>. <source>Ann Fam Med</source>. (<year>2022</year>) <volume>20</volume>:<fpage>170</fpage>&#x2013;<lpage>4</lpage>. doi: <pub-id pub-id-type="doi">10.1370/afm.2788</pub-id>, <pub-id pub-id-type="pmid">35165086</pub-id></mixed-citation></ref>
<ref id="ref25"><label>25.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Toukhsati</surname><given-names>SR</given-names></name> <name><surname>Kippen</surname><given-names>R</given-names></name> <name><surname>Taylor</surname><given-names>C</given-names></name></person-group>. <article-title>Burnout and retention of general practice supervisors: prevalence, risk factors and self-care</article-title>. <source>Aust J Gen Pract</source>. (<year>2024</year>) <volume>53</volume>:<fpage>S85</fpage>&#x2013;<lpage>90</lpage>. doi: <pub-id pub-id-type="doi">10.31128/AJGP-11-23-7011</pub-id>, <pub-id pub-id-type="pmid">39693758</pub-id></mixed-citation></ref>
<ref id="ref26"><label>26.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mullan</surname><given-names>L</given-names></name> <name><surname>Armstrong</surname><given-names>K</given-names></name> <name><surname>Job</surname><given-names>J</given-names></name></person-group>. <article-title>Barriers and enablers to structured care delivery in Australian rural primary care</article-title>. <source>Aust J Rural Health</source>. (<year>2023</year>) <volume>31</volume>:<fpage>361</fpage>&#x2013;<lpage>84</lpage>. doi: <pub-id pub-id-type="doi">10.1111/ajr.12963</pub-id>, <pub-id pub-id-type="pmid">36639909</pub-id></mixed-citation></ref>
<ref id="ref27"><label>27.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mathews</surname><given-names>M</given-names></name> <name><surname>Idrees</surname><given-names>S</given-names></name> <name><surname>Ryan</surname><given-names>D</given-names></name> <name><surname>Hedden</surname><given-names>L</given-names></name> <name><surname>Lukewich</surname><given-names>J</given-names></name> <name><surname>Marshall</surname><given-names>EG</given-names></name> <etal/></person-group>. <article-title>System-based interventions to address physician burnout: a qualitative study of Canadian family physicians' experiences during the COVID-19 pandemic</article-title>. <source>Int J Health Policy Manag</source>. (<year>2024</year>) <volume>13</volume>:<fpage>8166</fpage>. doi: <pub-id pub-id-type="doi">10.34172/ijhpm.8166</pub-id>, <pub-id pub-id-type="pmid">39099487</pub-id></mixed-citation></ref>
<ref id="ref28"><label>28.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Stenberg</surname><given-names>K</given-names></name> <name><surname>Hanssen</surname><given-names>O</given-names></name> <name><surname>Bertram</surname><given-names>M</given-names></name> <name><surname>Brindley</surname><given-names>C</given-names></name> <name><surname>Meshreky</surname><given-names>A</given-names></name> <name><surname>Barkley</surname><given-names>S</given-names></name> <etal/></person-group>. <article-title>Guide posts for investment in primary health care and projected resource needs in 67 low-income and middle-income countries: a modelling study</article-title>. <source>Lancet Glob Health</source>. (<year>2019</year>) <volume>7</volume>:<fpage>e1500</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S2214-109X(19)30416-4</pub-id>, <pub-id pub-id-type="pmid">31564629</pub-id></mixed-citation></ref>
<ref id="ref29"><label>29.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bolongaita</surname><given-names>S</given-names></name> <name><surname>Lee</surname><given-names>Y</given-names></name> <name><surname>Johansson</surname><given-names>KA</given-names></name> <name><surname>Haaland</surname><given-names>&#x00D8;A</given-names></name> <name><surname>Tolla</surname><given-names>MT</given-names></name> <name><surname>Lee</surname><given-names>J</given-names></name> <etal/></person-group>. <article-title>Financial hardship associated with catastrophic out-of-pocket spending tied to primary care services in low- and lower-middle-income countries: findings from a modeling study</article-title>. <source>BMC Med</source>. (<year>2023</year>) <volume>21</volume>:<fpage>356</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12916-023-02957-w</pub-id></mixed-citation></ref>
<ref id="ref30"><label>30.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Weber</surname><given-names>DL</given-names></name> <name><surname>Cubaka</surname><given-names>VK</given-names></name> <name><surname>Kallestrup</surname><given-names>P</given-names></name> <name><surname>Reventlow</surname><given-names>S</given-names></name> <name><surname>Schriver</surname><given-names>M</given-names></name></person-group>. <article-title>Rwandan primary healthcare providers' perception of their capability in the diagnostic practice</article-title>. <source>Afr J Prim Health Care Fam Med</source>. (<year>2020</year>) <volume>12</volume>:<fpage>1</fpage>. doi: <pub-id pub-id-type="doi">10.4102/PHCFM.V12I1.2197</pub-id>, <pub-id pub-id-type="pmid">33054271</pub-id></mixed-citation></ref>
<ref id="ref31"><label>31.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Endalamaw</surname><given-names>A</given-names></name> <name><surname>Khatri</surname><given-names>RB</given-names></name> <name><surname>Erku</surname><given-names>D</given-names></name> <name><surname>Nigatu</surname><given-names>F</given-names></name> <name><surname>Zewdie</surname><given-names>A</given-names></name> <name><surname>Wolka</surname><given-names>E</given-names></name> <etal/></person-group>. <article-title>Successes and challenges towards improving quality of primary health care services: a scoping review</article-title>. <source>BMC Health Serv Res</source>. (<year>2023</year>) <volume>23</volume>:<fpage>893</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12913-023-09917-3</pub-id>, <pub-id pub-id-type="pmid">37612652</pub-id></mixed-citation></ref>
<ref id="ref32"><label>32.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname><given-names>E</given-names></name> <name><surname>Cao</surname><given-names>Y</given-names></name></person-group>. <article-title>What does the Chinese public care about with regard to primary care physicians: trustworthiness or competence?</article-title> <source>Medicina (Kaunas)</source>. (<year>2019</year>) <volume>55</volume>:<fpage>1</fpage>. doi: <pub-id pub-id-type="doi">10.3390/medicina55080455</pub-id>, <pub-id pub-id-type="pmid">31405053</pub-id></mixed-citation></ref>
<ref id="ref33"><label>33.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Etz</surname><given-names>RS</given-names></name> <name><surname>Solid</surname><given-names>CA</given-names></name> <name><surname>Gonzalez</surname><given-names>MM</given-names></name> <name><surname>Britton</surname><given-names>E</given-names></name> <name><surname>Stange</surname><given-names>KC</given-names></name> <name><surname>Reves</surname><given-names>SR</given-names></name></person-group>. <article-title>Telemedicine in primary care: lessons learned about implementing health care innovations during the COVID-19 pandemic</article-title>. <source>Ann Family Med</source>. (<year>2023</year>) <volume>21</volume>:<fpage>297</fpage>&#x2013;<lpage>304</lpage>. doi: <pub-id pub-id-type="doi">10.1370/afm.2979</pub-id>, <pub-id pub-id-type="pmid">37487734</pub-id></mixed-citation></ref>
<ref id="ref34"><label>34.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fiscella</surname><given-names>K</given-names></name> <name><surname>McDaniel</surname><given-names>SH</given-names></name></person-group>. <article-title>The complexity, diversity, and science of primary care teams</article-title>. <source>Am Psychol</source>. (<year>2018</year>) <volume>73</volume>:<fpage>451</fpage>&#x2013;<lpage>67</lpage>. doi: <pub-id pub-id-type="doi">10.1037/amp0000244</pub-id></mixed-citation></ref>
<ref id="ref35"><label>35.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Agustina</surname><given-names>R</given-names></name> <name><surname>Dartanto</surname><given-names>T</given-names></name> <name><surname>Sitompul</surname><given-names>R</given-names></name> <name><surname>Susiloretni</surname><given-names>KA</given-names></name> <name><surname>Suparmi</surname><given-names>MKM</given-names></name> <name><surname>Achadi</surname><given-names>EL</given-names></name> <etal/></person-group>. <article-title>Universal health coverage in Indonesia: concept, progress, and challenges</article-title>. <source>Lancet</source>. (<year>2019</year>) <volume>393</volume>:<fpage>75</fpage>&#x2013;<lpage>102</lpage>. doi: <pub-id pub-id-type="doi">10.1016/s0140-6736(18)31647-7</pub-id></mixed-citation></ref>
<ref id="ref36"><label>36.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Khatri</surname><given-names>RB</given-names></name> <name><surname>Endalamaw</surname><given-names>A</given-names></name> <name><surname>Erku</surname><given-names>D</given-names></name> <name><surname>Wolka</surname><given-names>E</given-names></name> <name><surname>Nigatu</surname><given-names>F</given-names></name> <name><surname>Zewdie</surname><given-names>A</given-names></name> <etal/></person-group>. <article-title>Enablers and barriers of community health programs for improved equity and universal coverage of primary health care services: a scoping review</article-title>. <source>BMC Prim Care</source>. (<year>2024</year>) <volume>25</volume>:<fpage>385</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12875-024-02629-5</pub-id>, <pub-id pub-id-type="pmid">39472794</pub-id></mixed-citation></ref>
<ref id="ref37"><label>37.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ford</surname><given-names>JA</given-names></name> <name><surname>Jones</surname><given-names>AP</given-names></name> <name><surname>Wong</surname><given-names>G</given-names></name> <name><surname>Barton</surname><given-names>G</given-names></name> <name><surname>Clark</surname><given-names>A</given-names></name> <name><surname>Sims</surname><given-names>E</given-names></name> <etal/></person-group>. <article-title>Improving primary care access in context and theory (I-ACT trial): a theory-informed randomised cluster feasibility trial using a realist perspective</article-title>. <source>Trials</source>. (<year>2019</year>) <volume>20</volume>:<fpage>193</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13063-019-3299-2</pub-id>, <pub-id pub-id-type="pmid">30947737</pub-id></mixed-citation></ref>
<ref id="ref38"><label>38.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ahmat</surname><given-names>A</given-names></name> <name><surname>Okoroafor</surname><given-names>SC</given-names></name> <name><surname>Kazanga</surname><given-names>I</given-names></name> <name><surname>Asamani</surname><given-names>JA</given-names></name> <name><surname>Millogo</surname><given-names>JJS</given-names></name> <name><surname>Illou</surname><given-names>MMA</given-names></name> <etal/></person-group>. <article-title>The health workforce status in the WHO African region: findings of a cross-sectional study</article-title>. <source>BMJ Glob Health</source>. (<year>2022</year>) <volume>7</volume>:<fpage>e008317</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bmjgh-2021-008317</pub-id>, <pub-id pub-id-type="pmid">35675966</pub-id></mixed-citation></ref>
<ref id="ref39"><label>39.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Agyei</surname><given-names>E</given-names></name> <name><surname>Kumah</surname><given-names>E</given-names></name></person-group>. <article-title>Navigating the complex terrain of healthcare systems in sub-Saharan Africa: challenges and opportunities for progress</article-title>. <source>Discov Health Syst</source>. (<year>2024</year>) <volume>3</volume>:<fpage>39</fpage>. doi: <pub-id pub-id-type="doi">10.1007/s44250-024-00108-3</pub-id></mixed-citation></ref>
<ref id="ref40"><label>40.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ntshiqa</surname><given-names>T</given-names></name> <name><surname>Musekiwa</surname><given-names>A</given-names></name> <name><surname>Manesen</surname><given-names>R</given-names></name> <name><surname>Mdose</surname><given-names>H</given-names></name> <name><surname>Ngoma</surname><given-names>N</given-names></name> <name><surname>Kuonza</surname><given-names>L</given-names></name> <etal/></person-group>. <article-title>Knowledge, attitudes, practices, and acceptability of medical male circumcision among males in traditionally circumcising rural communities of Alfred Nzo District, eastern cape, South Africa</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2023</year>) <volume>20</volume>:<fpage>1</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijerph20237091</pub-id>, <pub-id pub-id-type="pmid">38063521</pub-id></mixed-citation></ref>
<ref id="ref41"><label>41.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mengistu</surname><given-names>TS</given-names></name> <name><surname>Khatri</surname><given-names>R</given-names></name> <name><surname>Erku</surname><given-names>D</given-names></name> <name><surname>Assefa</surname><given-names>Y</given-names></name></person-group>. <article-title>Successes and challenges of primary health care in Australia: a scoping review and comparative analysis</article-title>. <source>J Glob Health</source>. (<year>2023</year>) <volume>13</volume>:<fpage>04043</fpage>. doi: <pub-id pub-id-type="doi">10.7189/jogh.13.04043</pub-id>, <pub-id pub-id-type="pmid">37387471</pub-id></mixed-citation></ref>
<ref id="ref42"><label>42.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lai</surname><given-names>Y</given-names></name> <name><surname>Ho</surname><given-names>Q</given-names></name> <name><surname>Wang</surname><given-names>Y</given-names></name> <name><surname>Liang</surname><given-names>X</given-names></name> <name><surname>Xue</surname><given-names>Y</given-names></name> <name><surname>Ung</surname><given-names>COL</given-names></name> <etal/></person-group>. <article-title>Challenges and strategies of developing internet hospital: combining qualitative interview and documentary research</article-title>. <source>Digit. Health</source>. (<year>2024</year>) <volume>10</volume>:<fpage>20552076241310075</fpage>. doi: <pub-id pub-id-type="doi">10.1177/20552076241310075</pub-id>, <pub-id pub-id-type="pmid">39741982</pub-id></mixed-citation></ref>
<ref id="ref43"><label>43.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Borges do Nascimento</surname><given-names>IJ</given-names></name> <name><surname>Abdulazeem</surname><given-names>H</given-names></name> <name><surname>Vasanthan</surname><given-names>LT</given-names></name> <name><surname>Martinez</surname><given-names>EZ</given-names></name> <name><surname>Zucoloto</surname><given-names>ML</given-names></name> <name><surname>&#x00D8;stengaard</surname><given-names>L</given-names></name> <etal/></person-group>. <article-title>Barriers and facilitators to utilizing digital health technologies by healthcare professionals</article-title>. <source>NPJ Digit Med</source>. (<year>2023</year>) <volume>6</volume>:<fpage>161</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41746-023-00899-4</pub-id>, <pub-id pub-id-type="pmid">37723240</pub-id></mixed-citation></ref>
<ref id="ref44"><label>44.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Koonin</surname><given-names>LM</given-names></name> <name><surname>Hoots</surname><given-names>B</given-names></name> <name><surname>Tsang</surname><given-names>CA</given-names></name> <name><surname>Leroy</surname><given-names>Z</given-names></name> <name><surname>Farris</surname><given-names>K</given-names></name> <name><surname>Jolly</surname><given-names>T</given-names></name> <etal/></person-group>. <article-title>Trends in the use of telehealth during the emergence of the COVID-19 pandemic&#x2014;United States, January-March 2020</article-title>. <source>MMWR Morb Mortal Wkly Rep</source>. (<year>2020</year>) <volume>69</volume>:<fpage>1595</fpage>&#x2013;<lpage>1599</lpage>. doi: <pub-id pub-id-type="doi">10.15585/mmwr.mm6943a3</pub-id></mixed-citation></ref>
<ref id="ref45"><label>45.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Okobi</surname><given-names>E</given-names></name> <name><surname>Adigun</surname><given-names>AO</given-names></name> <name><surname>Ozobokeme</surname><given-names>OE</given-names></name> <name><surname>Emmanuel</surname><given-names>O</given-names></name> <name><surname>Akinsanya</surname><given-names>PA</given-names></name> <name><surname>Okunromade</surname><given-names>O</given-names></name> <etal/></person-group>. <article-title>Examining disparities in ownership and use of digital health technology between rural and urban adults in the US: an analysis of the 2019 health information National Trends Survey</article-title>. <source>Cureus</source>. (<year>2023</year>) <volume>15</volume>:<fpage>e38417</fpage>. doi: <pub-id pub-id-type="doi">10.7759/cureus.38417</pub-id>, <pub-id pub-id-type="pmid">37273368</pub-id></mixed-citation></ref>
<ref id="ref46"><label>46.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Almalawi</surname><given-names>A</given-names></name> <name><surname>Khan</surname><given-names>AI</given-names></name> <name><surname>Alsolami</surname><given-names>F</given-names></name> <name><surname>Abushark</surname><given-names>YB</given-names></name> <name><surname>Alfakeeh</surname><given-names>AS</given-names></name></person-group>. <article-title>Managing security of healthcare data for a modern healthcare system</article-title>. <source>Sensors (Basel)</source>. (<year>2023</year>) <volume>23</volume>:<fpage>3612</fpage>. doi: <pub-id pub-id-type="doi">10.3390/s23073612</pub-id></mixed-citation></ref>
<ref id="ref47"><label>47.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Terry</surname><given-names>AL</given-names></name> <name><surname>Kueper</surname><given-names>JK</given-names></name> <name><surname>Beleno</surname><given-names>R</given-names></name> <name><surname>Brown</surname><given-names>JB</given-names></name> <name><surname>Cejic</surname><given-names>S</given-names></name> <name><surname>Dang</surname><given-names>J</given-names></name> <etal/></person-group>. <article-title>Is primary health care ready for artificial intelligence? What do primary health care stakeholders say?</article-title> <source>BMC Med Inform Decis Mak</source>. (<year>2022</year>) <volume>22</volume>:<fpage>237</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12911-022-01984-6</pub-id></mixed-citation></ref>
<ref id="ref48"><label>48.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Odendaal</surname><given-names>WA</given-names></name> <name><surname>Anstey Watkins</surname><given-names>J</given-names></name> <name><surname>Leon</surname><given-names>N</given-names></name> <name><surname>Goudge</surname><given-names>J</given-names></name> <name><surname>Griffiths</surname><given-names>F</given-names></name> <name><surname>Tomlinson</surname><given-names>M</given-names></name> <etal/></person-group>. <article-title>Health workers' perceptions and experiences of using mHealth technologies to deliver primary healthcare services: a qualitative evidence synthesis</article-title>. <source>Cochrane Database Syst Rev</source>. (<year>2020</year>) <volume>3</volume>:<fpage>Cd011942</fpage>. doi: <pub-id pub-id-type="doi">10.1002/14651858.CD011942.pub2</pub-id>, <pub-id pub-id-type="pmid">32216074</pub-id></mixed-citation></ref>
<ref id="ref49"><label>49.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mydin</surname><given-names>FHM</given-names></name> <name><surname>Yuen</surname><given-names>CW</given-names></name> <name><surname>Othman</surname><given-names>S</given-names></name></person-group>. <article-title>The effectiveness of educational intervention in improving primary health-care service providers' knowledge, identification, and Management of Elder Abuse and Neglect: a systematic review</article-title>. <source>Trauma Violence Abuse</source>. (<year>2021</year>) <volume>22</volume>:<fpage>944</fpage>&#x2013;<lpage>60</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1524838019889359</pub-id>, <pub-id pub-id-type="pmid">31823685</pub-id></mixed-citation></ref>
<ref id="ref50"><label>50.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Koly</surname><given-names>KN</given-names></name> <name><surname>Baskin</surname><given-names>C</given-names></name> <name><surname>Khanam</surname><given-names>I</given-names></name> <name><surname>Rao</surname><given-names>M</given-names></name> <name><surname>Rasheed</surname><given-names>S</given-names></name> <name><surname>Law</surname><given-names>GR</given-names></name> <etal/></person-group>. <article-title>Educational and training interventions aimed at healthcare Workers in the Detection and Management of people with mental health conditions in south and South-East Asia: a systematic review</article-title>. <source>Front Psych</source>. (<year>2021</year>) <volume>12</volume>:<fpage>741328</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyt.2021.741328</pub-id>, <pub-id pub-id-type="pmid">34707524</pub-id></mixed-citation></ref>
<ref id="ref51"><label>51.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Herzog</surname><given-names>A</given-names></name> <name><surname>Gaertner</surname><given-names>B</given-names></name> <name><surname>Scheidt-Nave</surname><given-names>C</given-names></name> <name><surname>Holzhausen</surname><given-names>M</given-names></name></person-group>. <article-title>We can do only what we have the means for' general practitioners' views of primary care for older people with complex health problems knowledge, attitudes, behaviors, education, and communication</article-title>. <source>BMC Fam Pract</source>. (<year>2015</year>) <volume>16</volume>:<fpage>35</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12875-015-0249-2</pub-id></mixed-citation></ref>
<ref id="ref52"><label>52.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname><given-names>Y</given-names></name> <name><surname>Zhao</surname><given-names>X</given-names></name> <name><surname>Liu</surname><given-names>Y</given-names></name> <name><surname>Wei</surname><given-names>Y</given-names></name> <name><surname>Jin</surname><given-names>G</given-names></name> <name><surname>Shao</surname><given-names>S</given-names></name> <etal/></person-group>. <article-title>Perceptions, behaviours, barriers and needs of evidence-based medicine in primary care in Beijing: a qualitative study</article-title>. <source>BMC Fam Pract</source>. (<year>2019</year>) <volume>20</volume>:<fpage>171</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12875-019-1062-0</pub-id>, <pub-id pub-id-type="pmid">31810450</pub-id></mixed-citation></ref>
<ref id="ref53"><label>53.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nzinga</surname><given-names>J</given-names></name> <name><surname>Boga</surname><given-names>M</given-names></name> <name><surname>Kagwanja</surname><given-names>N</given-names></name> <name><surname>Waithaka</surname><given-names>D</given-names></name> <name><surname>Barasa</surname><given-names>E</given-names></name> <name><surname>Tsofa</surname><given-names>B</given-names></name> <etal/></person-group>. <article-title>An innovative leadership development initiative to support building everyday resilience in health systems</article-title>. <source>Health Policy Plan</source>. (<year>2021</year>) <volume>36</volume>:<fpage>1023</fpage>&#x2013;<lpage>35</lpage>. doi: <pub-id pub-id-type="doi">10.1093/heapol/czab056</pub-id>, <pub-id pub-id-type="pmid">34002796</pub-id></mixed-citation></ref>
<ref id="ref54"><label>54.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Carr</surname><given-names>T</given-names></name> <name><surname>Rosas</surname><given-names>S</given-names></name> <name><surname>Noble</surname><given-names>C</given-names></name> <name><surname>Song</surname><given-names>M</given-names></name> <name><surname>Fernandez</surname><given-names>CSP</given-names></name> <name><surname>Brandert</surname><given-names>K</given-names></name> <etal/></person-group>. <article-title>Strengthening healthcare providers' leadership capabilities, interprofessional collaboration, and systems thinking: a conceptualization of the clinical scholars program impact</article-title>. <source>BMC Med Educ</source>. (<year>2024</year>) <volume>24</volume>:<fpage>1277</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12909-024-06240-1</pub-id>, <pub-id pub-id-type="pmid">39511650</pub-id></mixed-citation></ref>
<ref id="ref55"><label>55.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Petersen</surname><given-names>DM</given-names></name> <name><surname>O'Malley</surname><given-names>AS</given-names></name> <name><surname>Felland</surname><given-names>L</given-names></name> <name><surname>Peebles</surname><given-names>V</given-names></name> <name><surname>Rittenhouse</surname><given-names>DR</given-names></name></person-group>. <article-title>Reducing acute hospitalizations at high-performing CPC + primary care practice sites: strategies, activities, and facilitators</article-title>. <source>Ann Fam Med</source>. (<year>2023</year>) <volume>21</volume>:<fpage>313</fpage>&#x2013;<lpage>21</lpage>. doi: <pub-id pub-id-type="doi">10.1370/afm.2992</pub-id></mixed-citation></ref>
<ref id="ref56"><label>56.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lim</surname><given-names>S</given-names></name> <name><surname>Wyatt</surname><given-names>LC</given-names></name> <name><surname>Mammen</surname><given-names>S</given-names></name> <name><surname>Zanowiak</surname><given-names>JM</given-names></name> <name><surname>Mohaimin</surname><given-names>S</given-names></name> <name><surname>Troxel</surname><given-names>AB</given-names></name> <etal/></person-group>. <article-title>Implementation of a multi-level community-clinical linkage intervention to improve glycemic control among south Asian patients with uncontrolled diabetes: study protocol of the DREAM initiative</article-title>. <source>BMC Endocr Disord</source>. (<year>2021</year>) <volume>21</volume>:<fpage>233</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12902-021-00885-5</pub-id>, <pub-id pub-id-type="pmid">34814899</pub-id></mixed-citation></ref>
<ref id="ref57"><label>57.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Spehar</surname><given-names>I</given-names></name> <name><surname>Sj&#x00F8;vik</surname><given-names>H</given-names></name> <name><surname>Karevold</surname><given-names>KI</given-names></name> <name><surname>Rosvold</surname><given-names>EO</given-names></name> <name><surname>Frich</surname><given-names>JC</given-names></name></person-group>. <article-title>General practitioners' views on leadership roles and challenges in primary health care: a qualitative study</article-title>. <source>Scand J Prim Health Care</source>. (<year>2017</year>) <volume>35</volume>:<fpage>105</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1080/02813432.2017.1288819</pub-id>, <pub-id pub-id-type="pmid">28277051</pub-id></mixed-citation></ref>
<ref id="ref58"><label>58.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Herbert</surname><given-names>CP</given-names></name></person-group>. <article-title>Perspectives in primary care: values-driven leadership is essential in health care</article-title>. <source>Ann Fam Med</source>. (<year>2015</year>) <volume>13</volume>:<fpage>512</fpage>&#x2013;<lpage>3</lpage>. doi: <pub-id pub-id-type="doi">10.1370/afm.1877</pub-id>, <pub-id pub-id-type="pmid">26553889</pub-id></mixed-citation></ref>
<ref id="ref59"><label>59.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mayston</surname><given-names>R</given-names></name> <name><surname>Ebhohimen</surname><given-names>K</given-names></name> <name><surname>Jacob</surname><given-names>K</given-names></name></person-group>. <article-title>Measuring what matters&#x2014;information systems for management of chronic disease in primary healthcare settings in low and middle-income countries: challenges and opportunities</article-title>. <source>Epidemiol Psychiatr Sci</source>. (<year>2020</year>) <volume>29</volume>:<fpage>e127</fpage>. doi: <pub-id pub-id-type="doi">10.1017/s204579602000030x</pub-id>, <pub-id pub-id-type="pmid">32389151</pub-id></mixed-citation></ref>
<ref id="ref60"><label>60.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yan</surname><given-names>LL</given-names></name> <name><surname>Gong</surname><given-names>E</given-names></name> <name><surname>Gu</surname><given-names>W</given-names></name> <name><surname>Turner</surname><given-names>EL</given-names></name> <name><surname>Gallis</surname><given-names>JA</given-names></name> <name><surname>Zhou</surname><given-names>Y</given-names></name> <etal/></person-group>. <article-title>Effectiveness of a primary care-based integrated mobile health intervention for stroke management in rural China (SINEMA): a cluster-randomized controlled trial</article-title>. <source>PLoS Med</source>. (<year>2021</year>) <volume>18</volume>:<fpage>e1003582</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pmed.1003582</pub-id>, <pub-id pub-id-type="pmid">33909607</pub-id></mixed-citation></ref>
<ref id="ref61"><label>61.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Saif-Ur-Rahman</surname><given-names>KM</given-names></name> <name><surname>Islam</surname><given-names>MS</given-names></name> <name><surname>Alaboson</surname><given-names>J</given-names></name> <name><surname>Ola</surname><given-names>O</given-names></name> <name><surname>Hasan</surname><given-names>I</given-names></name> <name><surname>Islam</surname><given-names>N</given-names></name> <etal/></person-group>. <article-title>Artificial intelligence and digital health in improving primary health care service delivery in LMICs: a systematic review</article-title>. <source>J Evid Based Med</source>. (<year>2023</year>) <volume>16</volume>:<fpage>303</fpage>&#x2013;<lpage>20</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jebm.12547</pub-id>, <pub-id pub-id-type="pmid">37691394</pub-id></mixed-citation></ref>
<ref id="ref62"><label>62.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname><given-names>L</given-names></name> <name><surname>Sanders</surname><given-names>L</given-names></name> <name><surname>Li</surname><given-names>K</given-names></name> <name><surname>Chow</surname><given-names>JCL</given-names></name></person-group>. <article-title>Chatbot for health care and oncology applications using artificial intelligence and machine learning: systematic review</article-title>. <source>JMIR Cancer</source>. (<year>2021</year>) <volume>7</volume>:<fpage>e27850</fpage>. doi: <pub-id pub-id-type="doi">10.2196/27850</pub-id>, <pub-id pub-id-type="pmid">34847056</pub-id></mixed-citation></ref>
<ref id="ref63"><label>63.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Amoakoh</surname><given-names>HB</given-names></name> <name><surname>Klipstein-Grobusch</surname><given-names>K</given-names></name> <name><surname>Grobbee</surname><given-names>DE</given-names></name> <name><surname>Amoakoh-Coleman</surname><given-names>M</given-names></name> <name><surname>Oduro-Mensah</surname><given-names>E</given-names></name> <name><surname>Sarpong</surname><given-names>C</given-names></name> <etal/></person-group>. <article-title>Using Mobile health to support clinical decision-making to improve maternal and neonatal health outcomes in Ghana: insights of frontline health worker information needs</article-title>. <source>JMIR Mhealth Uhealth</source>. (<year>2019</year>) <volume>7</volume>:<fpage>e12879</fpage>. doi: <pub-id pub-id-type="doi">10.2196/12879</pub-id>, <pub-id pub-id-type="pmid">31127719</pub-id></mixed-citation></ref>
<ref id="ref64"><label>64.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Clarfield</surname><given-names>AM</given-names></name> <name><surname>Manor</surname><given-names>O</given-names></name> <name><surname>Nun</surname><given-names>GB</given-names></name> <name><surname>Shvarts</surname><given-names>S</given-names></name> <name><surname>Azzam</surname><given-names>ZS</given-names></name> <name><surname>Afek</surname><given-names>A</given-names></name> <etal/></person-group>. <article-title>Health and health care in Israel: an introduction</article-title>. <source>Lancet</source>. (<year>2017</year>) <volume>389</volume>:<fpage>2503</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.1016/s0140-6736(17)30636-0</pub-id>, <pub-id pub-id-type="pmid">28495109</pub-id></mixed-citation></ref>
<ref id="ref65"><label>65.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Henderson</surname><given-names>DAG</given-names></name> <name><surname>Donaghy</surname><given-names>E</given-names></name> <name><surname>Dozier</surname><given-names>M</given-names></name> <name><surname>Guthrie</surname><given-names>B</given-names></name> <name><surname>Huang</surname><given-names>H</given-names></name> <name><surname>Pickersgill</surname><given-names>M</given-names></name> <etal/></person-group>. <article-title>Understanding primary care transformation and implications for ageing populations and health inequalities: a systematic scoping review of new models of primary health care in OECD countries and China</article-title>. <source>BMC Med</source>. (<year>2023</year>) <volume>21</volume>:<fpage>319</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12916-023-03033-z</pub-id>, <pub-id pub-id-type="pmid">37620865</pub-id></mixed-citation></ref>
<ref id="ref66"><label>66.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Aoki</surname><given-names>T</given-names></name> <name><surname>Yamamoto</surname><given-names>Y</given-names></name> <name><surname>Fukuhara</surname><given-names>S</given-names></name></person-group>. <article-title>Comparison of primary care experience in hospital-based practices and community-based office practices in Japan</article-title>. <source>Ann Fam Med</source>. (<year>2020</year>) <volume>18</volume>:<fpage>24</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1370/afm.2463</pub-id>, <pub-id pub-id-type="pmid">31937529</pub-id></mixed-citation></ref>
<ref id="ref67"><label>67.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hill</surname><given-names>JE</given-names></name> <name><surname>Stephani</surname><given-names>A-M</given-names></name> <name><surname>Sapple</surname><given-names>P</given-names></name> <name><surname>Clegg</surname><given-names>AJ</given-names></name></person-group>. <article-title>The effectiveness of continuous quality improvement for developing professional practice and improving health care outcomes: a systematic review</article-title>. <source>Implement Sci</source>. (<year>2020</year>) <volume>15</volume>:<fpage>23</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13012-020-0975-2</pub-id>, <pub-id pub-id-type="pmid">32306984</pub-id></mixed-citation></ref>
<ref id="ref68"><label>68.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Scott-Richardson</surname><given-names>M</given-names></name> <name><surname>Johnson</surname><given-names>G</given-names></name> <name><surname>Burnett</surname><given-names>S</given-names></name> <name><surname>Giordano</surname><given-names>NA</given-names></name> <name><surname>Highland</surname><given-names>KB</given-names></name></person-group>. <article-title>Policy facilitators versus structural barriers: integrative therapy telehealth changes in the United States during the COVID-19 pandemic</article-title>. <source>Telemed J E Health</source>. (<year>2022</year>) <volume>28</volume>:<fpage>728</fpage>&#x2013;<lpage>35</lpage>. doi: <pub-id pub-id-type="doi">10.1089/tmj.2021.0167</pub-id>, <pub-id pub-id-type="pmid">34520258</pub-id></mixed-citation></ref>
<ref id="ref69"><label>69.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tan</surname><given-names>CC</given-names></name> <name><surname>Lam</surname><given-names>CSP</given-names></name> <name><surname>Matchar</surname><given-names>DB</given-names></name> <name><surname>Zee</surname><given-names>YK</given-names></name> <name><surname>Wong</surname><given-names>JEL</given-names></name></person-group>. <article-title>Singapore's health-care system: key features, challenges, and shifts</article-title>. <source>Lancet</source>. (<year>2021</year>) <volume>398</volume>:<fpage>1091</fpage>&#x2013;<lpage>104</lpage>. doi: <pub-id pub-id-type="doi">10.1016/s0140-6736(21)00252-x</pub-id>, <pub-id pub-id-type="pmid">34481560</pub-id></mixed-citation></ref>
<ref id="ref70"><label>70.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Carruthers</surname><given-names>E</given-names></name> <name><surname>Dobbin</surname><given-names>J</given-names></name> <name><surname>Fagan</surname><given-names>L</given-names></name> <name><surname>Humphrey</surname><given-names>A</given-names></name> <name><surname>Nagasivam</surname><given-names>A</given-names></name> <name><surname>Stevenson</surname><given-names>K</given-names></name> <etal/></person-group>. <article-title>Interventions to improve access to primary care for inclusion health groups in England: a scoping review</article-title>. <source>Lancet</source>. (<year>2023</year>) <volume>402</volume>:<fpage>S32</fpage>. doi: <pub-id pub-id-type="doi">10.1016/s0140-6736(23)02081-0</pub-id>, <pub-id pub-id-type="pmid">37997073</pub-id></mixed-citation></ref>
<ref id="ref71"><label>71.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Seki</surname><given-names>M</given-names></name> <name><surname>Fujinuma</surname><given-names>Y</given-names></name> <name><surname>Matsushima</surname><given-names>M</given-names></name> <name><surname>Joki</surname><given-names>T</given-names></name> <name><surname>Okonogi</surname><given-names>H</given-names></name> <name><surname>Miura</surname><given-names>Y</given-names></name> <etal/></person-group>. <article-title>Use of a 2-year continuing professional development programme to change Japanese physicians' attitudes to learning primary care: a qualitative study</article-title>. <source>BMJ Open</source>. (<year>2022</year>) <volume>12</volume>:<fpage>e059925</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bmjopen-2021-059925</pub-id>, <pub-id pub-id-type="pmid">35820767</pub-id></mixed-citation></ref>
<ref id="ref72"><label>72.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Coales</surname><given-names>K</given-names></name> <name><surname>Jennings</surname><given-names>H</given-names></name> <name><surname>Afaq</surname><given-names>S</given-names></name> <name><surname>Arsh</surname><given-names>A</given-names></name> <name><surname>Bhatti</surname><given-names>M</given-names></name> <name><surname>Siddiqui</surname><given-names>F</given-names></name> <etal/></person-group>. <article-title>Perspectives of health workers engaging in task shifting to deliver health care in low-and-middle-income countries: a qualitative evidence synthesis</article-title>. <source>Glob Health Action</source>. (<year>2023</year>) <volume>16</volume>:<fpage>2228112</fpage>. doi: <pub-id pub-id-type="doi">10.1080/16549716.2023.2228112</pub-id>, <pub-id pub-id-type="pmid">37431834</pub-id></mixed-citation></ref>
<ref id="ref73"><label>73.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wensing</surname><given-names>M</given-names></name> <name><surname>Grol</surname><given-names>R</given-names></name></person-group>. <article-title>Knowledge translation in health: how implementation science could contribute more</article-title>. <source>BMC Med</source>. (<year>2019</year>) <volume>17</volume>:<fpage>88</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12916-019-1322-9</pub-id>, <pub-id pub-id-type="pmid">31064388</pub-id></mixed-citation></ref>
<ref id="ref74"><label>74.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Baldoni</surname><given-names>S</given-names></name> <name><surname>Amenta</surname><given-names>F</given-names></name> <name><surname>Ricci</surname><given-names>G</given-names></name></person-group>. <article-title>Telepharmacy services: present status and future perspectives: a review</article-title>. <source>Medicina (Kaunas)</source>. (<year>2019</year>) <volume>55</volume>:<fpage>1</fpage>. doi: <pub-id pub-id-type="doi">10.3390/medicina55070327</pub-id>, <pub-id pub-id-type="pmid">31266263</pub-id></mixed-citation></ref>
<ref id="ref75"><label>75.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Samuel</surname><given-names>A</given-names></name> <name><surname>Cervero</surname><given-names>RM</given-names></name> <name><surname>Durning</surname><given-names>SJ</given-names></name> <name><surname>Maggio</surname><given-names>LA</given-names></name></person-group>. <article-title>Effect of continuing professional development on health professionals' performance and patient outcomes: a scoping review of knowledge syntheses</article-title>. <source>Acad Med</source>. (<year>2021</year>) <volume>96</volume>:<fpage>913</fpage>&#x2013;<lpage>23</lpage>. doi: <pub-id pub-id-type="doi">10.1097/acm.0000000000003899</pub-id>, <pub-id pub-id-type="pmid">33332905</pub-id></mixed-citation></ref>
<ref id="ref76"><label>76.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Alami</surname><given-names>H</given-names></name> <name><surname>Lehoux</surname><given-names>P</given-names></name> <name><surname>Auclair</surname><given-names>Y</given-names></name> <name><surname>de Guise</surname><given-names>M</given-names></name> <name><surname>Gagnon</surname><given-names>MP</given-names></name> <name><surname>Shaw</surname><given-names>J</given-names></name> <etal/></person-group>. <article-title>Artificial intelligence and health technology assessment: anticipating a new level of complexity</article-title>. <source>J Med Internet Res</source>. (<year>2020</year>) <volume>22</volume>:<fpage>1</fpage>. doi: <pub-id pub-id-type="doi">10.2196/17707</pub-id>, <pub-id pub-id-type="pmid">32406850</pub-id></mixed-citation></ref>
<ref id="ref77"><label>77.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Beste</surname><given-names>LA</given-names></name> <name><surname>Mattox</surname><given-names>EA</given-names></name> <name><surname>Pichler</surname><given-names>R</given-names></name> <name><surname>Young</surname><given-names>BA</given-names></name> <name><surname>Au</surname><given-names>DH</given-names></name> <name><surname>Kirsh</surname><given-names>SF</given-names></name> <etal/></person-group>. <article-title>Primary care team members report greater individual benefits from long- versus short-term specialty telemedicine mentorship</article-title>. <source>Telemed e-Health</source>. (<year>2016</year>) <volume>22</volume>:<fpage>699</fpage>&#x2013;<lpage>706</lpage>. doi: <pub-id pub-id-type="doi">10.1089/tmj.2015.0185</pub-id>, <pub-id pub-id-type="pmid">26959098</pub-id></mixed-citation></ref>
<ref id="ref78"><label>78.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mappangara</surname><given-names>I</given-names></name> <name><surname>Qanitha</surname><given-names>A</given-names></name> <name><surname>Uiterwaal</surname><given-names>CSPM</given-names></name> <name><surname>Henriques</surname><given-names>JPS</given-names></name> <name><surname>De Mol</surname><given-names>BAJM</given-names></name></person-group>. <article-title>Tele-ECG consulting and outcomes on primary care patients in a low-to-middle income population: the first experience from Makassar telemedicine program, Indonesia</article-title>. <source>BMC Fam Pract</source>. (<year>2020</year>) <volume>21</volume>:<fpage>247</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12875-020-01325-4</pub-id>, <pub-id pub-id-type="pmid">33250059</pub-id></mixed-citation></ref>
<ref id="ref79"><label>79.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Alenoghena</surname><given-names>CO</given-names></name> <name><surname>Ohize</surname><given-names>HO</given-names></name> <name><surname>Adejo</surname><given-names>AO</given-names></name> <name><surname>Onumanyi</surname><given-names>AJ</given-names></name> <name><surname>Ohihoin</surname><given-names>EE</given-names></name> <name><surname>Balarabe</surname><given-names>AI</given-names></name> <etal/></person-group>. <article-title>Telemedicine: a survey of telecommunication technologies, developments, and challenges</article-title>. <source>J Sens Actuator Netw</source>. (<year>2023</year>) <volume>12</volume>:<fpage>20</fpage>. doi: <pub-id pub-id-type="doi">10.3390/jsan12020020</pub-id></mixed-citation></ref>
<ref id="ref80"><label>80.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gizaw</surname><given-names>Z</given-names></name> <name><surname>Astale</surname><given-names>T</given-names></name> <name><surname>Kassie</surname><given-names>GM</given-names></name></person-group>. <article-title>What improves access to primary healthcare services in rural communities? A systematic review</article-title>. <source>BMC Prim Care</source>. (<year>2022</year>) <volume>23</volume>:<fpage>313</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12875-022-01919-0</pub-id>, <pub-id pub-id-type="pmid">36474184</pub-id></mixed-citation></ref>
<ref id="ref81"><label>81.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yenet</surname><given-names>A</given-names></name> <name><surname>Nibret</surname><given-names>G</given-names></name> <name><surname>Tegegne</surname><given-names>BA</given-names></name></person-group>. <article-title>Challenges to the availability and affordability of essential medicines in African countries: a scoping review</article-title>. <source>Clinicoecon Outcomes Res</source>. (<year>2023</year>) <volume>15</volume>:<fpage>443</fpage>&#x2013;<lpage>58</lpage>. doi: <pub-id pub-id-type="doi">10.2147/CEOR.S413546</pub-id>, <pub-id pub-id-type="pmid">37332489</pub-id></mixed-citation></ref>
<ref id="ref82"><label>82.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pay&#x00E1;n</surname><given-names>DD</given-names></name> <name><surname>Frehn</surname><given-names>JL</given-names></name> <name><surname>Garcia</surname><given-names>L</given-names></name> <name><surname>Tierney</surname><given-names>AA</given-names></name> <name><surname>Rodriguez</surname><given-names>HP</given-names></name></person-group>. <article-title>Telemedicine implementation and use in community health centers during COVID-19: clinic personnel and patient perspectives</article-title>. <source>SSM Qual Res Health</source>. (<year>2022</year>) <volume>2</volume>:<fpage>100054</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ssmqr.2022.100054</pub-id>, <pub-id pub-id-type="pmid">35169769</pub-id></mixed-citation></ref>
<ref id="ref83"><label>83.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Day</surname><given-names>SC</given-names></name> <name><surname>Day</surname><given-names>G</given-names></name> <name><surname>Keller</surname><given-names>M</given-names></name> <name><surname>Touchett</surname><given-names>H</given-names></name> <name><surname>Amspoker</surname><given-names>AB</given-names></name> <name><surname>Martin</surname><given-names>L</given-names></name> <etal/></person-group>. <article-title>Personalized implementation of video telehealth for rural veterans (PIVOT-R)</article-title>. <source>Mhealth</source>. (<year>2021</year>) <volume>7</volume>:<fpage>24</fpage>. doi: <pub-id pub-id-type="doi">10.21037/mhealth.2020.03.02</pub-id>, <pub-id pub-id-type="pmid">33898593</pub-id></mixed-citation></ref>
<ref id="ref84"><label>84.</label><mixed-citation publication-type="book"><person-group person-group-type="author"><collab id="coll4">National Academies of Sciences, Engineering, and Medicine; Health and Medicine Division; Board on Population Health and Public Health Practice; Board on Health Care Services</collab></person-group>. <article-title>Committee on unequal treatment revisited: the current state of racial and ethnic disparities in health care</article-title> In: <person-group person-group-type="editor"><name><surname>Nass</surname><given-names>SJ</given-names></name> <name><surname>Amankwah</surname><given-names>FK</given-names></name> <name><surname>DeVoe</surname><given-names>JE</given-names></name> <name><surname>Benjamin</surname><given-names>GC</given-names></name></person-group>, editors. <source>Ending unequal treatment: Strategies to achieve equitable health care and optimal health for all</source>. <publisher-loc>Washington (DC)</publisher-loc>: <publisher-name>National Academies Press (US)</publisher-name> (<year>2024</year>)</mixed-citation></ref>
<ref id="ref85"><label>85.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Butte</surname><given-names>KJ</given-names></name> <name><surname>Hristova</surname><given-names>L</given-names></name></person-group>. <article-title>Effectiveness of cultural sensitivity training on undergraduate students' knowledge, self-efficacy, and Ethnocultural empathy</article-title>. <source>Nurs Educ Perspect</source>. (<year>2024</year>) <volume>45</volume>:<fpage>40</fpage>&#x2013;<lpage>2</lpage>. doi: <pub-id pub-id-type="doi">10.1097/01.NEP.0000000000001125</pub-id>, <pub-id pub-id-type="pmid">37053559</pub-id></mixed-citation></ref>
<ref id="ref86"><label>86.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname><given-names>L</given-names></name> <name><surname>Hillier</surname><given-names>LM</given-names></name> <name><surname>Locklin</surname><given-names>J</given-names></name> <name><surname>Lumley-Leger</surname><given-names>K</given-names></name> <name><surname>Molnar</surname><given-names>F</given-names></name></person-group>. <article-title>Specialist and family physician collaboration: insights from primary care-based memory clinics</article-title>. <source>Health Soc Care Commun</source>. (<year>2019</year>) <volume>27</volume>:<fpage>e522</fpage>&#x2013;<lpage>33</lpage>. doi: <pub-id pub-id-type="doi">10.1111/hsc.12751</pub-id>, <pub-id pub-id-type="pmid">30977237</pub-id></mixed-citation></ref>
<ref id="ref87"><label>87.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Langlois</surname><given-names>EV</given-names></name> <name><surname>Becerril Montekio</surname><given-names>V</given-names></name> <name><surname>Young</surname><given-names>T</given-names></name> <name><surname>Song</surname><given-names>K</given-names></name> <name><surname>Alcalde-Rabanal</surname><given-names>J</given-names></name> <name><surname>Tran</surname><given-names>N</given-names></name></person-group>. <article-title>Enhancing evidence informed policymaking in complex health systems: lessons from multi-site collaborative approaches</article-title>. <source>Health Res Policy Syst</source>. (<year>2016</year>) <volume>14</volume>:<fpage>20</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12961-016-0089-0</pub-id>, <pub-id pub-id-type="pmid">26983405</pub-id></mixed-citation></ref>
<ref id="ref88"><label>88.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gautier</surname><given-names>L</given-names></name> <name><surname>Borg&#x00E8;s Da Silva</surname><given-names>R</given-names></name> <name><surname>Faye</surname><given-names>A</given-names></name> <name><surname>Ridde</surname><given-names>V</given-names></name></person-group>. <article-title>Patient- and community-centered approaches as the cornerstone of health services evaluation in the 21st century</article-title>. <source>Int J Health Plann Manag</source>. (<year>2022</year>) <volume>37</volume>:<fpage>4</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1002/hpm.3568</pub-id>, <pub-id pub-id-type="pmid">36468265</pub-id></mixed-citation></ref>
<ref id="ref89"><label>89.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Agarwal</surname><given-names>A</given-names></name> <name><surname>Kandula</surname><given-names>NR</given-names></name></person-group>. <article-title>Closing gaps in cardiovascular disease prevention through community-centered primary health care interventions</article-title>. <source>JAMA Cardiol</source>. (<year>2019</year>) <volume>4</volume>:<fpage>986</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jamacardio.2019.3129</pub-id>, <pub-id pub-id-type="pmid">31461116</pub-id></mixed-citation></ref>
<ref id="ref90"><label>90.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Xiong</surname><given-names>S</given-names></name> <name><surname>Lu</surname><given-names>H</given-names></name> <name><surname>Peoples</surname><given-names>N</given-names></name> <name><surname>Duman</surname><given-names>EK</given-names></name> <name><surname>Najarro</surname><given-names>A</given-names></name> <name><surname>Ni</surname><given-names>Z</given-names></name> <etal/></person-group>. <article-title>Digital health interventions for non-communicable disease management in primary health care in low-and middle-income countries</article-title>. <source>NPJ Digit Med</source>. (<year>2023</year>) <volume>6</volume>:<fpage>12</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41746-023-00764-4</pub-id>, <pub-id pub-id-type="pmid">36725977</pub-id></mixed-citation></ref>
<ref id="ref91"><label>91.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jia</surname><given-names>H</given-names></name> <name><surname>Yu</surname><given-names>X</given-names></name> <name><surname>Jiang</surname><given-names>H</given-names></name> <name><surname>Yu</surname><given-names>J</given-names></name> <name><surname>Cao</surname><given-names>P</given-names></name> <name><surname>Gao</surname><given-names>S</given-names></name> <etal/></person-group>. <article-title>Analysis of factors affecting medical personnel seeking employment at primary health care institutions: developing human resources for primary health care</article-title>. <source>Int J Equity Health</source>. (<year>2022</year>) <volume>21</volume>:<fpage>37</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12939-022-01638-z</pub-id>, <pub-id pub-id-type="pmid">35300695</pub-id></mixed-citation></ref>
<ref id="ref92"><label>92.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Croke</surname><given-names>K</given-names></name></person-group>. <article-title>The origins of Ethiopia's primary health care expansion: the politics of state building and health system strengthening</article-title>. <source>Health Policy Plan</source>. (<year>2020</year>) <volume>35</volume>:<fpage>1318</fpage>&#x2013;<lpage>27</lpage>. doi: <pub-id pub-id-type="doi">10.1093/heapol/czaa095</pub-id>, <pub-id pub-id-type="pmid">33169151</pub-id></mixed-citation></ref>
<ref id="ref93"><label>93.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Shahidi</surname><given-names>FV</given-names></name> <name><surname>Ramraj</surname><given-names>C</given-names></name> <name><surname>Sod-Erdene</surname><given-names>O</given-names></name> <name><surname>Hildebrand</surname><given-names>V</given-names></name> <name><surname>Siddiqi</surname><given-names>A</given-names></name></person-group>. <article-title>The impact of social assistance programs on population health: a systematic review of research in high-income countries</article-title>. <source>BMC Public Health</source>. (<year>2019</year>) <volume>19</volume>:<fpage>2</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12889-018-6337-1</pub-id>, <pub-id pub-id-type="pmid">30606263</pub-id></mixed-citation></ref>
<ref id="ref94"><label>94.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gray</surname><given-names>E</given-names></name> <name><surname>Shields</surname><given-names>C</given-names></name> <name><surname>Fowles</surname><given-names>JR</given-names></name></person-group>. <article-title>Building competency and capacity for promotion of effective physical activity in diabetes care in Canada</article-title>. <source>Can J Diabetes</source>. (<year>2017</year>) <volume>41</volume>:<fpage>491</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jcjd.2016.11.005</pub-id>, <pub-id pub-id-type="pmid">28392023</pub-id></mixed-citation></ref>
</ref-list>
<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0002">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2848693/overview">Marilia Estevam Corn&#x00E9;lio</ext-link>, University of Campinas&#x2014;Unicamp, Brazil</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0003">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2166452/overview">Faiz Albar Nasution</ext-link>, University of North Sumatra, Indonesia</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3144759/overview">Ahmad Zaini Miftah</ext-link>, Universitas Padjadjaran, Indonesia</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3265923/overview">Saidu Hassan</ext-link>, United States Fund for UNICEF, United States</p>
</fn>
</fn-group>
<glossary>
<def-list>
<title>Glossary</title>
<def-item>
<term>PHC</term>
<def>
<p>Primary Health Care</p>
</def>
</def-item>
<def-item>
<term>IT</term>
<def>
<p>Information Technology</p>
</def>
</def-item>
<def-item>
<term>UHC</term>
<def>
<p>Universal Health Coverage</p>
</def>
</def-item>
<def-item>
<term>WHO</term>
<def>
<p>World Health Organization</p>
</def>
</def-item>
<def-item>
<term>OSF</term>
<def>
<p>Open Science Framework</p>
</def>
</def-item>
<def-item>
<term>PRISMA-ScR</term>
<def>
<p>Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews</p>
</def>
</def-item>
<def-item>
<term>WOS</term>
<def>
<p>Web of Science</p>
</def>
</def-item>
<def-item>
<term>HICs</term>
<def>
<p>High-Income Countries</p>
</def>
</def-item>
<def-item>
<term>HRSA</term>
<def>
<p>Health Resources and Services Administration</p>
</def>
</def-item>
<def-item>
<term>OECD</term>
<def>
<p>Organisation for Economic Co-operation and Development</p>
</def>
</def-item>
<def-item>
<term>LMICs</term>
<def>
<p>Low- and Middle-Income Countries</p>
</def>
</def-item>
<def-item>
<term>CHE</term>
<def>
<p>Catastrophic Health Expenditure</p>
</def>
</def-item>
<def-item>
<term>PCMH</term>
<def>
<p>Patient-Centered Medical Home</p>
</def>
</def-item>
<def-item>
<term>LICs</term>
<def>
<p>Low-Income Countries</p>
</def>
</def-item>
<def-item>
<term>AI</term>
<def>
<p>Artificial Intelligence</p>
</def>
</def-item>
<def-item>
<term>EAN</term>
<def>
<p>Elder Abuse and Neglect</p>
</def>
</def-item>
<def-item>
<term>CPC+</term>
<def>
<p>Comprehensive Primary Care Plus</p>
</def>
</def-item>
<def-item>
<term>HbA1c</term>
<def>
<p>Hemoglobin A1c</p>
</def>
</def-item>
<def-item>
<term>HIS</term>
<def>
<p>Health Information Systems</p>
</def>
</def-item>
<def-item>
<term>ML</term>
<def>
<p>Machine Learning</p>
</def>
</def-item>
<def-item>
<term>GDP</term>
<def>
<p>Gross Domestic Product</p>
</def>
</def-item>
<def-item>
<term>tele-ECG</term>
<def>
<p>Tele-Electrocardiography</p>
</def>
</def-item>
<def-item>
<term>CVD</term>
<def>
<p>Cardiovascular Disease</p>
</def>
</def-item>
<def-item>
<term>PCCMCs</term>
<def>
<p>Canada&#x2019;s Primary Care Collaborative Memory Clinics</p>
</def>
</def-item>
</def-list>
</glossary>
</back>
</article>