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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<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.2024.1345899</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Association between quality of life and resilience in infertile patients: a systematic review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Liu</surname> <given-names>Kexian</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Dou</surname> <given-names>Shanshan</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Qin</surname> <given-names>Wei</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Zhao</surname> <given-names>Di</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Zheng</surname> <given-names>Wei</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Wang</surname> <given-names>Dan</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>Zhang</surname> <given-names>Caixia</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes"><name><surname>Guan</surname> <given-names>Yichun</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author"><name><surname>Tian</surname> <given-names>Peiling</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Third Affiliated Hospital of Zhengzhou University</institution>, <addr-line>Zhengzhou, Henan Province</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Zhejiang University</institution>, <addr-line>Hangzhou, Zhejiang Province</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Alessia Renzi, Sapienza University of Rome, Italy</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Filippo Maria Nimbi, Sapienza University of Rome, Italy</p>
<p>Carlo Garofalo, University of Perugia, Italy</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Yichun Guan, <email>lisamayguan@163.com</email></corresp>
<corresp id="c002">Peiling Tian, <email>614632941@qq.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1345899</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>11</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>02</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Liu, Dou, Qin, Zhao, Zheng, Wang, Zhang, Guan and Tian.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Liu, Dou, Qin, Zhao, Zheng, Wang, Zhang, Guan and Tian</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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.</p>
</license>
</permissions>
<abstract>
<sec>
<p>This systematic review was carried out to describe QoL and resilience in infertile patients, as well as the relationship between them, and to give a theoretical foundation for clinical practice. The databases of CNKI, Wanfang data, VIP database, PubMed, Web of Science, and Embase were searched without a time limit. A narrative synthesis of relevant articles was undertaken. This systematic review was registered on PROSPERO in advance. Of 21 studies eligible for inclusion in this review, 13 focused on the relationship between QoL and resilience, 5 on QoL influencing factors (resilience included), and 3 on mediation effect analysis on mental health (resilience as a mediator). Resilience can significantly predict the QoL of infertile patients. It seems plausible that more resilient couples will be less vulnerable to the stress of infertility. A global consortium of infertile population research could make cross-cultural comparisons of QoL and resilience possible. Future research should focus on resilience therapies.</p>
</sec>
<sec>
<title>Systematic review registration</title>
<p>This systematic review was registered on PROSPERO in advance (CRD42023414706).</p>
</sec>
</abstract>
<kwd-group>
<kwd>quality of life</kwd>
<kwd>resilience</kwd>
<kwd>infertility</kwd>
<kwd>association</kwd>
<kwd>systematic review</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="36"/>
<page-count count="9"/>
<word-count count="5995"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Mental Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>When a clinical pregnancy cannot be established after 12&#x2009;months of regular, unprotected sexual activity or when a person&#x2019;s ability to reproduce, either alone or with a partner, is impaired, the condition is referred to as infertility (<xref ref-type="bibr" rid="ref1">1</xref>). One in six persons worldwide suffer from infertility, which affects 17.8 and 16.5% of people in high- and low- or middle-income nations, respectively (<xref ref-type="bibr" rid="ref2">2</xref>). It is now a significant global public health issue.</p>
<p>Negative emotional experiences, including as anxiety, depression, and stress, are extremely common among infertile people (<xref ref-type="bibr" rid="ref3">3</xref>). This is linked to a number of complex elements, including traditional social conceptions and the economic cost of treatment (<xref ref-type="bibr" rid="ref4">4</xref>). Negative emotions can also exacerbate infertility and negatively impact treatment success (<xref ref-type="bibr" rid="ref5">5</xref>). Previous research has found that infertility is frequently connected with poor quality of life (QoL) (<xref ref-type="bibr" rid="ref6">6</xref>). The physiology, psychology, social interactions, and the medical environment all contribute to the quality of life (QoL) of infertile people. There were numerous techniques used to assess QoL, and the Fertility quality of life (FertilQoL) was designed and widely used in infertile populations with poor QoL (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>).</p>
<p>Individuals&#x2019; resilience is described as their mental ability to withstand and adapt to life-threatening experiences (<xref ref-type="bibr" rid="ref9">9</xref>). When stressors are removed, a person with resilience adapts to changes flexibly and returns to recovery easily. In contrast, people with weaker resilience are less able to adjust to new circumstances. Couples who have a higher QoL despite infertility are more mentally tolerant of excessive stress (<xref ref-type="bibr" rid="ref10">10</xref>). We can hypothesize that resilience acts as a protective factor in increasing QoL. Previous research has focused on the relationship between QoL and resilience. However, the findings are inconclusive, and there are disparities in how much emphasis the studies place on men and women. Several studies have reported that levels of QoL are higher in more resilient populations (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref11">11</xref>), while others have found no significant correlation between QoL and resilience (<xref ref-type="bibr" rid="ref12">12</xref>). This contradiction in the available literature may be attributable, at least in part, to variations in the scales and subjects utilized in these studies.</p>
<p>Consequently, it is imperative to conduct a comprehensive review of the existing literature on QoL and resilience in infertile patients. This systematic review was carried out to describe QoL and resilience in infertile patients, as well as the relationship between them, and to give a theoretical foundation for clinical practice. The literature incorporated in this article encompasses diverse research designs and data analytical techniques, which are advantageous in elucidating the intricate interplay among biological, cognitive, and social determinants. This understanding could potentially facilitate the development of interventions aimed at assisting infertile patients in leading well-being lives.</p>
</sec>
<sec id="sec2">
<label>2</label>
<title>Review</title>
<sec id="sec3">
<label>2.1</label>
<title>Objective</title>
<p>This retrospective article attempts to provide supporting evidence by summarizing the relationship between quality of life and resilience in infertile patients. Potential countermeasures were investigated in order to design relevant future interventions for patients.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Methods</title>
<sec id="sec5">
<label>2.2.1</label>
<title>Design</title>
<p>This systematic review was registered on PROSPERO in advance. The System Review and Meta-Analysis Preferred Reporting Project (PRISMA) guidelines were used to select publications for inclusion (<xref ref-type="bibr" rid="ref13">13</xref>). To assess the quality of the papers, the Agency for Healthcare Research and Quality (AHRQ) checklist (<xref ref-type="bibr" rid="ref14">14</xref>) was employed.</p>
</sec>
<sec id="sec6">
<label>2.2.2</label>
<title>Search strategy</title>
<p>We did a thorough literature search using the CNKI, Wanfang data, VIP database, PubMed, Web of Science, and Embase databases from their inception through April 2023. Using free words and a mix of logical operators, synonyms of the search phrases were obtained after multiple attempts and changes. <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref> displays the specific search formulas for each database. In addition, we analyzed the references of the included studies and manually obtained them as needed to locate other potential studies that satisfied the inclusion criteria.</p>
</sec>
<sec id="sec7">
<label>2.2.3</label>
<title>Inclusion criteria</title>
<p>Our systematic review included research that met the following criteria: (1) observational studies, (2) patients with infertility included, (3) the link between quality of life and resilience documented, and (4) papers published in Chinese or English. Retrieved dissertations that met the inclusion criteria were also considered. Interventional studies, reviews, qualitative research, case reports and letters to the editor, preprint studies, and lack of access to the full text of articles were all excluded. Studies targeted at patients with known mental disorders were excluded.</p>
</sec>
<sec id="sec8">
<label>2.2.4</label>
<title>Study selection</title>
<p>NoteExpress was used to remove duplicate entries from the database search. The first author conducted the searches and completed the initial screening from the titles and abstracts. The full texts of all potential titles were independently reviewed by 2 authors, and an article selection decision was made based on the inclusion criteria. The reasons for the article&#x2019;s exclusion were documented. A third reviewer resolved any disagreements between the two reviewers about the inclusion of an article. The PRISMA flow diagram of our study selection procedure is shown in <xref ref-type="fig" rid="fig1">Figure 1</xref> (<xref ref-type="bibr" rid="ref13">13</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA flow diagram.</p>
</caption>
<graphic xlink:href="fpubh-12-1345899-g001.tif"/>
</fig>
</sec>
<sec id="sec9">
<label>2.2.5</label>
<title>Data extraction</title>
<p>Two reviewers worked independently to retrieve data. Disagreements were settled by enlisting the help of a third author to review the data. All of the included studies were cross-sectional. The data extraction form included the following items: (1) the first author, (2) the year of publication, (3) the study location, (4) the study period, (5) the settings, (6) the study populations, (7) the sampling strategies, (8) the sample sizes, (9) patient demographics (mean/median age), (10) screening instruments and scores, (11) data analysis, and (12) the research findings.</p>
</sec>
<sec id="sec10">
<label>2.2.6</label>
<title>Outcomes and measures</title>
<p>The primary findings of this systematic review were pooled ratings of quality of life and resilience, as well as the relationship between them in infertility patients utilizing self-questionnaires. Fertility quality of life (FertiQoL) (<xref ref-type="bibr" rid="ref13">13</xref>), The World Health Organization Quality of Life-BREF (WHOQOL-BREF) (1998) (<xref ref-type="bibr" rid="ref15">15</xref>), Quality of Life questionnaire for Infertile Couples (QoLICQ) (<xref ref-type="bibr" rid="ref16">16</xref>), Connor-Davidson Resilience Scale (CD-RISC) (<xref ref-type="bibr" rid="ref9">9</xref>), 10-item Connor-Davidson Resilience Scale (CD-RISC-10) (<xref ref-type="bibr" rid="ref17">17</xref>), The 14-item Resilience Scale (RS-14) (<xref ref-type="bibr" rid="ref11">11</xref>), and The Resilience Scale (RS) (<xref ref-type="bibr" rid="ref18">18</xref>) were all included.</p>
</sec>
<sec id="sec11">
<label>2.2.7</label>
<title>Quality assessment</title>
<p>Two reviewers independently assessed the quality of the papers using the AHRQ guideline (<xref ref-type="bibr" rid="ref14">14</xref>). The AHRQ checklist provides a framework for evaluating reporting quality and bias risk in 5 domains: selection, implementation, measurement, reporting, and follow-up. This guide contains 11 items totaling 11 points. If an item satisfied the criteria, it received 1 point. If the description was negative or ambiguous, it received a score of zero. A score of &#x2265;8 indicates that the article is of good quality. A medium-quality article has a score between 4 and 7. A score of &#x2264;3 indicates a low-quality article.</p>
</sec>
</sec>
</sec>
<sec sec-type="results" id="sec12">
<label>3</label>
<title>Results</title>
<sec id="sec13">
<label>3.1</label>
<title>Characteristics of the included literature</title>
<p>There were 21 cross-sectional studies included in this study (<xref ref-type="fig" rid="fig1">Figure 1</xref>). All of them were published in peer-reviewed publications. The papers featured 7,892 people from 5 different nations, with 2,678 males and 5,214 females. There were 10 studies that concentrated on women (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref19 ref20 ref21 ref22 ref23 ref24 ref25 ref26 ref27">19&#x2013;27</xref>), 9 studies that recruited both men and women (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref28 ref29 ref30 ref31 ref32">28&#x2013;32</xref>), and just 2 studies that focused on men (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref33">33</xref>). Twenty studies were carried out in Asia [China (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref19 ref20 ref21 ref22 ref23 ref24 ref25 ref26 ref27">19&#x2013;27</xref>, <xref ref-type="bibr" rid="ref30 ref31 ref32 ref33">30&#x2013;33</xref>), Pakistan (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref28">28</xref>), Iran (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref10">10</xref>), and South Korea (<xref ref-type="bibr" rid="ref8">8</xref>)], with one carried out in Europe [Germany (<xref ref-type="bibr" rid="ref29">29</xref>)]. This paper included 21 studies, the majority of which focused on present QoL and resilience, the relationship between QoL and resilience, and other psychological issues in infertile patients. In 21 cross-sectional studies, 13 studies focused on the correlation between QoL and resilience (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref22 ref23 ref24 ref25 ref26 ref27 ref28 ref29">22&#x2013;29</xref>, <xref ref-type="bibr" rid="ref32">32</xref>), 5 on QoL influencing factors (<xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref33">33</xref>), and 3 on mediation effect analysis on mental health (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref20">20</xref>). <xref ref-type="table" rid="tab1">Tables 1</xref>, <xref ref-type="table" rid="tab2">2</xref> show the characteristics and outcomes.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Characteristics of included studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">First author</th>
<th align="center" valign="top" rowspan="2">Year published</th>
<th align="left" valign="top" rowspan="2">Study location</th>
<th align="left" valign="top" rowspan="2">Study period</th>
<th align="left" valign="top" rowspan="2">Setting</th>
<th align="left" valign="top" rowspan="2">Study population</th>
<th align="left" valign="top" rowspan="2">Sampling strategy</th>
<th align="center" valign="top" rowspan="2">Sample size (M/F)</th>
<th align="center" valign="top" rowspan="2">Age Mean&#x2009;&#x00B1;&#x2009;SD /Median (Range)</th>
<th align="center" valign="top" colspan="4">Assessment scales and scores</th>
<th align="left" valign="top" rowspan="2">Data analysis</th>
<th align="center" valign="top" rowspan="2"><italic>r</italic>/<italic>&#x03B2;</italic></th>
</tr>
<tr>
<th align="left" valign="top">QoL</th>
<th align="center" valign="top">Scores Mean&#x2009;&#x00B1;&#x2009;SD /Median (Range)</th>
<th align="left" valign="top">Resilience</th>
<th align="center" valign="top">Scores Mean&#x2009;&#x00B1;&#x2009;SD /Median (Range)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Jiang (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Dec. 2019&#x2013;Dec. 2020</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Patients with RIF</td>
<td align="left" valign="middle">&#x2013;</td>
<td align="center" valign="middle">95 (0/95)</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">68.63&#x2009;&#x00B1;&#x2009;2.63</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">64.97&#x2009;&#x00B1;&#x2009;11.25</td>
<td align="left" valign="middle">CA&#x0026;MLR</td>
<td align="center" valign="middle">&#x2212;/0.459</td>
</tr>
<tr>
<td align="left" valign="middle">Lian (<xref ref-type="bibr" rid="ref10">10</xref>)</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">May.2020&#x2013;Apr. 2021</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Patients with RIF</td>
<td align="left" valign="middle">&#x2013;</td>
<td align="center" valign="middle">193 (0/193)</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">59.0 (25.0&#x2013;88.1)</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">28.0 (0.0&#x2013;100.0)</td>
<td align="left" valign="middle">CA&#x0026;MLR</td>
<td align="center" valign="middle">0.60/0.33</td>
</tr>
<tr>
<td align="left" valign="middle">Xie (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">May.2021&#x2013;Oct. 2021</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Patients with asthenospermia</td>
<td align="left" valign="middle">Convenience</td>
<td align="center" valign="middle">198 (198/0)</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">64.73&#x2009;&#x00B1;&#x2009;11.04</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">66.41&#x2009;&#x00B1;&#x2009;12.99</td>
<td align="left" valign="middle">CA&#x0026;MLR</td>
<td align="center" valign="middle">0.479/0.426</td>
</tr>
<tr>
<td align="left" valign="middle">Zhou (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Jun. 2018&#x2013;Mar. 2019</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Infertile men</td>
<td align="left" valign="middle">&#x2013;</td>
<td align="center" valign="middle">335 (335/0)</td>
<td align="center" valign="middle">31&#x2009;&#x00B1;&#x2009;12</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">53.03&#x2009;&#x00B1;&#x2009;17.05</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">63.8&#x2009;&#x00B1;&#x2009;14.8</td>
<td align="left" valign="middle">CA&#x0026;MLR</td>
<td align="center" valign="middle">0.45/0.62</td>
</tr>
<tr>
<td align="left" valign="middle">Mo (<xref ref-type="bibr" rid="ref5">5</xref>)</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Sept.2019&#x2013;Dec. 2020</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Infertile women</td>
<td align="left" valign="middle">&#x2013;</td>
<td align="center" valign="middle">400 (0/400)</td>
<td align="center" valign="middle">30.44&#x2009;&#x00B1;&#x2009;3.53</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">68.31&#x2009;&#x00B1;&#x2009;12.32</td>
<td align="left" valign="middle">CD-RISC-10</td>
<td align="center" valign="middle">26.37&#x2009;&#x00B1;&#x2009;6.64</td>
<td align="left" valign="middle">LCA</td>
<td align="center" valign="middle">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="middle">Zhou (<xref ref-type="bibr" rid="ref1">1</xref>)</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Oct. 2019&#x2013;May. 2021</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Infertile patients</td>
<td align="left" valign="middle">Random</td>
<td align="center" valign="middle">566 (271/295)</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">59.74&#x2009;&#x00B1;&#x2009;12.82</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">59.28&#x2009;&#x00B1;&#x2009;10.13</td>
<td align="left" valign="middle">CA&#x0026;MLR</td>
<td align="center" valign="middle">0.473/0.582</td>
</tr>
<tr>
<td align="left" valign="middle">Dong (<xref ref-type="bibr" rid="ref6">6</xref>)</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Dec. 2019&#x2013;Dec. 2020</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Patients with PCOS</td>
<td align="left" valign="middle">Convenience</td>
<td align="center" valign="middle">134 (0/134)</td>
<td align="center" valign="middle">25.46&#x2009;&#x00B1;&#x2009;3.91</td>
<td align="left" valign="middle">WHOQOL-BREF</td>
<td align="center" valign="middle">2.56&#x2009;&#x00B1;&#x2009;0.47</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">62.40&#x2009;&#x00B1;&#x2009;14.48</td>
<td align="left" valign="middle">CA&#x0026;MM</td>
<td align="center" valign="middle">0.592/&#x2212;</td>
</tr>
<tr>
<td align="left" valign="middle">Liu (<xref ref-type="bibr" rid="ref13">13</xref>)</td>
<td align="center" valign="middle">2020</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Nov.2019&#x2013;Feb. 2020</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Patients with RIF</td>
<td align="left" valign="middle">Convenience</td>
<td align="center" valign="middle">125 (0/125)</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">58.18&#x2009;&#x00B1;&#x2009;17.87</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">65.09&#x2009;&#x00B1;&#x2009;15.14</td>
<td align="left" valign="middle">CA&#x0026;MLR</td>
<td align="center" valign="middle">0.605/0.081</td>
</tr>
<tr>
<td align="left" valign="middle">Zhou (<xref ref-type="bibr" rid="ref14">14</xref>)</td>
<td align="center" valign="middle">2020</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Oct. 2018&#x2013;Apr. 2019</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Infertile patients</td>
<td align="left" valign="middle">Convenience</td>
<td align="center" valign="middle">100 (25/75)</td>
<td align="center" valign="middle">M:33.52&#x2009;&#x00B1;&#x2009;5.30 F:33.57&#x2009;&#x00B1;&#x2009;6.03</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">65.72&#x2009;&#x00B1;&#x2009;11.87</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">59.82&#x2009;&#x00B1;&#x2009;20.78</td>
<td align="left" valign="middle">CA</td>
<td align="center" valign="middle">0.434/&#x2212;</td>
</tr>
<tr>
<td align="left" valign="middle">Liu (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">2017&#x2013;2018</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Infertile women</td>
<td align="left" valign="middle">Convenience</td>
<td align="center" valign="middle">548 (0/548)</td>
<td align="center" valign="middle">32.8&#x2009;&#x00B1;&#x2009;4.42</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">79.55&#x2009;&#x00B1;&#x2009;16.78</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">56.99&#x2009;&#x00B1;&#x2009;14.87</td>
<td align="left" valign="middle">CA&#x0026;MLR&#x0026;MM</td>
<td align="center" valign="middle">0.285/0.208</td>
</tr>
<tr>
<td align="left" valign="middle">Zhang (<xref ref-type="bibr" rid="ref4">4</xref>)</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Apr. 2017&#x2013;Jun. 2017</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Infertile women</td>
<td align="left" valign="middle">&#x2013;</td>
<td align="center" valign="middle">116 (0/116)</td>
<td align="center" valign="middle">33.22&#x2009;&#x00B1;&#x2009;5.42</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">67.05&#x2009;&#x00B1;&#x2009;14.88</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">68.84&#x2009;&#x00B1;&#x2009;13.25</td>
<td align="left" valign="middle">CA</td>
<td align="center" valign="middle">0.463/&#x2212;</td>
</tr>
<tr>
<td align="left" valign="middle">Zhou (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Apr. 2016&#x2013;Apr. 2017</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Infertile women</td>
<td align="left" valign="middle">&#x2013;</td>
<td align="center" valign="middle">576 (0/576)</td>
<td align="center" valign="middle">31.32&#x2009;&#x00B1;&#x2009;5.71</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">58.54&#x2009;&#x00B1;&#x2009;13.04</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">60.23&#x2009;&#x00B1;&#x2009;15.20</td>
<td align="left" valign="middle">CA&#x0026;MLR</td>
<td align="center" valign="middle">0.227/0.673</td>
</tr>
<tr>
<td align="left" valign="middle">Zhang (<xref ref-type="bibr" rid="ref35">35</xref>)</td>
<td align="center" valign="middle">2017</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Jun. 2016&#x2013;Nov. 2016</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Infertile women</td>
<td align="left" valign="middle">Convenience</td>
<td align="center" valign="middle">310 (0/310)</td>
<td align="center" valign="middle">32.47&#x2009;&#x00B1;&#x2009;4.99</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">67.47&#x2009;&#x00B1;&#x2009;11.93</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">66.52&#x2009;&#x00B1;&#x2009;14.32</td>
<td align="left" valign="middle">CA&#x0026;MM</td>
<td align="center" valign="middle">0.434/&#x2212;</td>
</tr>
<tr>
<td align="left" valign="middle">Wang (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Oct. 2020&#x2013;Jan. 2021</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Infertile couples</td>
<td align="left" valign="middle">Convenience</td>
<td align="center" valign="middle">856 (428/428)</td>
<td align="center" valign="middle">M:32.42&#x2009;&#x00B1;&#x2009;5.19 F:31.00&#x2009;&#x00B1;&#x2009;1.24</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">M:67.36&#x2009;&#x00B1;&#x2009;12.44 F:63.21&#x2009;&#x00B1;&#x2009;12.18</td>
<td align="left" valign="middle">CD-RISC-10</td>
<td align="center" valign="middle">M:29.78&#x2009;&#x00B1;&#x2009;7.31 F:26.89&#x2009;&#x00B1;&#x2009;7.11</td>
<td align="left" valign="middle">CA&#x0026;APIM</td>
<td align="center" valign="middle">0.499/0.284<xref ref-type="table-fn" rid="tfn1">
<sup>a</sup></xref> 0.373/&#x2212;<xref ref-type="table-fn" rid="tfn2">
<sup>b</sup></xref> 0.192/0.104<xref ref-type="table-fn" rid="tfn3">
<sup>c</sup></xref> 0.143/&#x2212;<xref ref-type="table-fn" rid="tfn4">
<sup>d</sup></xref></td>
</tr>
<tr>
<td align="left" valign="middle">Bhamani (<xref ref-type="bibr" rid="ref23">23</xref>)</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">Pakistan</td>
<td align="left" valign="middle">2017&#x2013;2018 9&#x2009;months</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Infertile couples</td>
<td align="left" valign="middle">Purposive</td>
<td align="center" valign="middle">668 (334/334)</td>
<td align="center" valign="middle">M:35.53&#x2009;&#x00B1;&#x2009;6.67 F:30.87&#x2009;&#x00B1;&#x2009;6.12</td>
<td align="left" valign="middle">FertiQoL</td>
<td align="center" valign="middle">M:81.66&#x2009;&#x00B1;&#x2009;12.09 F:70.44&#x2009;&#x00B1;&#x2009;15.69</td>
<td align="left" valign="middle">RS-14</td>
<td align="center" valign="middle">M:77.64&#x2009;&#x00B1;&#x2009;8.56 F:76.19&#x2009;&#x00B1;&#x2009;8.69</td>
<td align="left" valign="middle">CA</td>
<td align="center" valign="middle">M&#x0026;F: 0.161&#x0026;0.149/&#x2212;</td>
</tr>
<tr>
<td align="left" valign="middle">Vatanparast (<xref ref-type="bibr" rid="ref12">12</xref>)</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">Iran</td>
<td align="left" valign="middle">Mar. 2017&#x2013;Jun. 2017</td>
<td align="left" valign="middle">Hospital</td>
<td align="left" valign="middle">Infertile couples</td>
<td align="left" valign="middle">Convenience Simple random</td>
<td align="center" valign="middle">404 (202/202)</td>
<td align="center" valign="middle">M:35.4&#x2009;&#x00B1;&#x2009;5.1 F:30.9&#x2009;&#x00B1;&#x2009;4.3</td>
<td align="left" valign="middle">QoLICQ</td>
<td align="center" valign="middle">M:200.2&#x2009;&#x00B1;&#x2009;18.44 F:169.54&#x2009;&#x00B1;&#x2009;16.92</td>
<td align="left" valign="middle">CD-RISC</td>
<td align="center" valign="middle">M:65.66&#x2009;&#x00B1;&#x2009;15.45 F:61.64&#x2009;&#x00B1;&#x2009;15.34</td>
<td align="left" valign="middle">CA&#x0026;MLR</td>
<td align="center" valign="middle">0.13/0.04</td>
</tr>
<tr>
<td align="left" valign="top">Bhamani (<xref ref-type="bibr" rid="ref26">26</xref>)</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">Pakistan</td>
<td align="left" valign="top">&#x2013;</td>
<td align="left" valign="top">Hospital</td>
<td align="left" valign="top">Infertile patients</td>
<td align="left" valign="top">Purposive</td>
<td align="center" valign="top">668 (334/334)</td>
<td align="center" valign="top">M:35.53&#x2009;&#x00B1;&#x2009;6.72 F:30.87&#x2009;&#x00B1;&#x2009;6.12</td>
<td align="left" valign="top">FertiQoL</td>
<td align="center" valign="top">M:81.58&#x2009;&#x00B1;&#x2009;12.15 F:70.48&#x2009;&#x00B1;&#x2009;15.69</td>
<td align="left" valign="top">RS-14</td>
<td align="center" valign="top">M:77.64&#x2009;&#x00B1;&#x2009;8.56 F:76.19&#x2009;&#x00B1;&#x2009;8.69</td>
<td align="left" valign="top">MLR</td>
<td align="center" valign="top">M:&#x2212;/&#x2212;8.407 F:&#x2212;/&#x2212;8.606</td>
</tr>
<tr>
<td align="left" valign="top">Ha (<xref ref-type="bibr" rid="ref8">8</xref>)</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">South Korea</td>
<td align="left" valign="top">Aug. 2018&#x2013;Oct. 2018</td>
<td align="left" valign="top">Hospital Website</td>
<td align="left" valign="top">Infertile couples</td>
<td align="left" valign="top">Convenience</td>
<td align="center" valign="top">300 (150/150)</td>
<td align="center" valign="top">M:35.81 F:34.03</td>
<td align="left" valign="top">FertiQoL</td>
<td align="center" valign="top">M:76.89&#x2009;&#x00B1;&#x2009;12.80 F:71.70&#x2009;&#x00B1;&#x2009;11.41</td>
<td align="left" valign="top">RS</td>
<td align="center" valign="top">M:120.36&#x2009;&#x00B1;&#x2009;12.31 F:111.26&#x2009;&#x00B1;&#x2009;16.61</td>
<td align="left" valign="top">APIM</td>
<td align="center" valign="top">&#x2212;/0.201<xref ref-type="table-fn" rid="tfn1">
<sup>a</sup></xref> &#x2212;/0.713<xref ref-type="table-fn" rid="tfn2">
<sup>b</sup></xref> &#x2212;/0.219<xref ref-type="table-fn" rid="tfn3">
<sup>c</sup></xref> &#x2212;/0.351<xref ref-type="table-fn" rid="tfn4">
<sup>d</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">Li (<xref ref-type="bibr" rid="ref16">16</xref>)</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Dec. 2017&#x2013;Feb. 2018</td>
<td align="left" valign="top">Hospital</td>
<td align="left" valign="top">Infertile women</td>
<td align="left" valign="top">&#x2013;</td>
<td align="center" valign="top">498 (0/498)</td>
<td align="center" valign="top">32.19&#x2009;&#x00B1;&#x2009;3.83</td>
<td align="left" valign="top">FertiQoL</td>
<td align="center" valign="top">64.54&#x2009;&#x00B1;&#x2009;16.90</td>
<td align="left" valign="top">CD-RISC</td>
<td align="center" valign="top">59.53&#x2009;&#x00B1;&#x2009;16.18</td>
<td align="left" valign="top">CA&#x0026;MLR</td>
<td align="center" valign="top">0.535/0.302</td>
</tr>
<tr>
<td align="left" valign="top">Herrmann (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="center" valign="top">2011</td>
<td align="left" valign="top">Germany</td>
<td align="left" valign="top">Mar. 2003&#x2013;Aug. 2003</td>
<td align="left" valign="top">Hospital</td>
<td align="left" valign="top">Infertile couples</td>
<td align="left" valign="top">&#x2013;</td>
<td align="center" valign="top">398 (199/199)</td>
<td align="center" valign="top">M:35.6 F:33.0</td>
<td align="left" valign="top">WHOQOL-BREF</td>
<td align="center" valign="top">&#x2013;</td>
<td align="left" valign="top">RS</td>
<td align="center" valign="top">&#x2013;</td>
<td align="left" valign="top">CA</td>
<td align="center" valign="top">M:0.28/&#x2212; F:0.33/&#x2212;</td>
</tr>
<tr>
<td align="left" valign="top">Royani (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="center" valign="top">2019</td>
<td align="left" valign="top">Iran</td>
<td align="left" valign="top">Mar. 2015&#x2013;Jun. 2015</td>
<td align="left" valign="top">Hospital</td>
<td align="left" valign="top">Infertile couples</td>
<td align="left" valign="top">Convenience</td>
<td align="center" valign="top">404 (202/202)</td>
<td align="center" valign="top">&#x2013;</td>
<td align="left" valign="top">QoLICQ</td>
<td align="center" valign="top">184&#x2009;&#x00B1;&#x2009;23.36</td>
<td align="left" valign="top">CD-RISC</td>
<td align="center" valign="top">63.65&#x2009;&#x00B1;&#x2009;15.51</td>
<td align="left" valign="top">CA&#x0026;MLR</td>
<td align="center" valign="top">0.13/0.04</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>M, male; F, female; QoL, quality of life; Dec., December; CS, cross-sectional; RIF, repeated implantation failure; FertiQoL, fertility quality of life; CD-RISC, Connor&#x2013;Davidson resilience scale; MLR, multiple linear regression; CA, correlation analysis; CD-RISC-10, 10-item Connor&#x2013;Davidson resilience scale; LCA, latent class analysis; PCOS, polycystic ovary syndrome; WHOQOL-BREF, The World Health Organization Quality of Life-BREF; MM, mediation model; APIM, actor&#x2013;partner interdependence model; RS-14, The 14-item Resilience Scale; RS, the resilience scale; QoLICQ, quality of life questionnaire for infertile couples.</p>
<fn id="tfn1">
<label>a</label>
<p>FertiQoL and resilience of wives.</p>
</fn>
<fn id="tfn2">
<label>b</label>
<p>FertiQoL and resilience of husbands.</p>
</fn>
<fn id="tfn3">
<label>c</label>
<p>FertiQoL of husbands and resilience of wives.</p>
</fn>
<fn id="tfn4">
<label>d</label>
<p>FertiQoL of wives and resilience of husbands.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Important findings and quality of included studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Author/Year/Country</th>
<th align="left" valign="top">Important findings</th>
<th align="center" valign="top">Quality scores</th>
<th align="left" valign="top">Quality ratings</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Jiang et al./2022/China (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="left" valign="middle">Patients with RIF in ART have low psychological resilience and poor QoL. The family income, the number of hospitals visited, and resilience were independent risk factors of QoL in patients with RIF</td>
<td align="center" valign="middle">4</td>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle">Lian et al./2022/China (<xref ref-type="bibr" rid="ref10">10</xref>)</td>
<td align="left" valign="middle">FertiQoL is closely related to stigma and resilience in patients with RIF. The higher the level of stigma and the lower the level of resilience, the worse the FertiQoL</td>
<td align="center" valign="middle">5</td>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle">Xie et al./2022/China (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="left" valign="middle">The resilience of asthenospermia patients is positively correlated with the FertiQoL, and the resilience and the FertiQoL are in the middle level</td>
<td align="center" valign="middle">6</td>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle">Zhou et al./2022/China (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="left" valign="middle">The FertiQoL in infertile men is not optimistic. The more family income and stronger resilience were associated with better FertiQoL, while the worse semen quality, more serious alexithymia, and sexual stress, the worse the FertiQoL</td>
<td align="center" valign="middle">4</td>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle">Mo/2021/China (<xref ref-type="bibr" rid="ref5">5</xref>)</td>
<td align="left" valign="middle">The level of resilience in infertile women is low, and their resilience has distinct grouping characteristics. Each subgroup has different sociodemographic and disease-related characteristics, such as education level, years of marriage, type of infertility, and fear or helplessness. Moreover, different resilience subgroups have different QoL</td>
<td align="center" valign="middle">8</td>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle">Zhou et al./2023/China (<xref ref-type="bibr" rid="ref1">1</xref>)</td>
<td align="left" valign="middle">The FertiQoL of infertile patients is low. During treatment, gender, residence, history of accepting ART, and resilience are related to FertiQoL</td>
<td align="center" valign="middle">4</td>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle">Dong et al./2021/China (<xref ref-type="bibr" rid="ref6">6</xref>)</td>
<td align="left" valign="middle">Psychological resilience and social support have mediating effects on psychological stress and QoL of patients with PCOS</td>
<td align="center" valign="middle">6</td>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle">Liu et al./2020/China (<xref ref-type="bibr" rid="ref13">13</xref>)</td>
<td align="left" valign="middle">The levels of resilience and QoL of female patients with RIF are lower than those of general infertility. There is a positive correlation between resilience and FertiQoL, and resilience is an influencing factor of FertiQoL</td>
<td align="center" valign="middle">6</td>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle">Zhou et al./2020/China (<xref ref-type="bibr" rid="ref14">14</xref>)</td>
<td align="left" valign="middle">The resilience of infertility patients is positively correlated with the FertiQoL. The higher the level of resilience of infertility patients, the higher the FertiQoL</td>
<td align="center" valign="middle">6</td>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle">Liu/2019/China (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="left" valign="middle">Fertility-related stress, self-efficacy, and resilience are important influencing factors of QoL in female infertility patients. Fertility-related stress can directly predict QoL in female infertility patients. Fertility-related stress is a negative factor for QoL. At the same time, self-efficacy and resilience play a mediating role in the relationship between fertility-related stress and QoL in female infertility patients</td>
<td align="center" valign="middle">9</td>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle">Zhang/2019/China (<xref ref-type="bibr" rid="ref4">4</xref>)</td>
<td align="left" valign="middle">Resilience significantly affected the FertiQoL of infertile patients</td>
<td align="center" valign="middle">3</td>
<td align="left" valign="middle">Low</td>
</tr>
<tr>
<td align="left" valign="middle">Zhou et al./2019/China (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="left" valign="middle">The fertiQoL is lower in infertile women. There is a positive correlation between psychological resilience, positive emotion, and FertiQoL in infertile women. History of childbirth, causes of infertility, psychological resilience, and positive emotion are important influencing factors of fertility quality of life in infertile women</td>
<td align="center" valign="middle">6</td>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle">Zhang/2017/China (<xref ref-type="bibr" rid="ref35">35</xref>)</td>
<td align="left" valign="middle">Resilience and posttraumatic growth could both positively predict QoL. Resilience was the mediator between posttraumatic growth and QoL</td>
<td align="center" valign="middle">8</td>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle">Wang/2022/China (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="left" valign="middle">Husbands have higher QoL, resilience, and marital adjustment than wives. Wives&#x2019; resilience positively predict wives&#x2019; QoL. Wives&#x2019; resilience positively predict husbands&#x2019; QoL</td>
<td align="center" valign="middle">7</td>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle">Bhamani et al./2022/Pakistan (<xref ref-type="bibr" rid="ref23">23</xref>)</td>
<td align="left" valign="middle">Among couples, resilience, and QoL were significantly low among wives compared with husbands</td>
<td align="center" valign="middle">8</td>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle">Vatanparast et al./2022/Iran (<xref ref-type="bibr" rid="ref12">12</xref>)</td>
<td align="left" valign="middle">Low resilience status in infertile couples is better to be considered as a risk factor compromising the QoL</td>
<td align="center" valign="middle">4</td>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle">Bhamani et al./2020/Pakistan (<xref ref-type="bibr" rid="ref26">26</xref>)</td>
<td align="left" valign="middle">FertiQoL of men and women has a significant association with no formal education, number of friends, income, depression, and resilience</td>
<td align="center" valign="middle">3</td>
<td align="left" valign="middle">Low</td>
</tr>
<tr>
<td align="left" valign="middle">Ha et al./2020/South Korea (<xref ref-type="bibr" rid="ref8">8</xref>)</td>
<td align="left" valign="middle">The resilience of an infertile actor affects both his/her own QoL and his/her partner&#x2019;s QoL</td>
<td align="center" valign="middle">6</td>
<td align="left" valign="middle">Moderate</td>
</tr>
<tr>
<td align="left" valign="middle">Li et al./2019/China (<xref ref-type="bibr" rid="ref16">16</xref>)</td>
<td align="left" valign="middle">Women with infertility in China had relatively low FertiQoL scores. Resilience influenced the association of infertility-related stress with FertiQoL</td>
<td align="center" valign="middle">8</td>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle">Herrmann et al./2011/Germany (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="left" valign="middle">For infertile couples, resilience can be considered an unspecific protective factor against infertility-specific distress and impaired QoL</td>
<td align="center" valign="middle">9</td>
<td align="left" valign="middle">High</td>
</tr>
<tr>
<td align="left" valign="middle">Royani et al./2019/Iran (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="left" valign="middle">Resilience, gender, and education predict the QoL of infertile couples</td>
<td align="center" valign="middle">3</td>
<td align="left" valign="middle">Low</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>RIF, repeated implantation failure; ART, assisted reproductive technology; QoL, quality of life; FertiQoL, fertility quality of life; PCOS, polycystic ovary syndrome.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec14">
<label>3.2</label>
<title>Quality of life</title>
<p>All of the included researches looked into the quality of life of infertile patients. The FertiQoL was utilized in 17 studies (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref19 ref20 ref21 ref22 ref23 ref24 ref25 ref26 ref27 ref28">19&#x2013;28</xref>, <xref ref-type="bibr" rid="ref30 ref31 ref32 ref33">30&#x2013;33</xref>), the WHOQOL-BREF in 2 studies (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref29">29</xref>), and the QoLICQ in 2 studies (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). There were 17 studies that discussed the current situation. In 12 studies, impaired scores were discovered (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref23 ref24 ref25">23&#x2013;25</xref>, <xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref30 ref31 ref32 ref33">30&#x2013;33</xref>). Three studies, however, found higher QoL scores than before (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>). Furthermore, 7 studies found that male patients had higher QoL scores than female patients (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref31">31</xref>). According to 2 studies, infertile women had a higher score in the social domain and a lower score in the tolerability domain (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). Only one study found that infertile women had higher physical domain ratings (<xref ref-type="bibr" rid="ref6">6</xref>).</p>
</sec>
<sec id="sec15">
<label>3.3</label>
<title>Resilience</title>
<p>All of the included studies looked at the resilience of infertile population. There were 15 studies that utilized the CD-RISC (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref19 ref20 ref21 ref22 ref23">19&#x2013;23</xref>, <xref ref-type="bibr" rid="ref25 ref26 ref27">25&#x2013;27</xref>, <xref ref-type="bibr" rid="ref31 ref32 ref33">31&#x2013;33</xref>), 2 studies that used the CD-RISC-10 (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref30">30</xref>), 2 studies that used the RS-14 (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref28">28</xref>), and 2 studies that used the RS (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref29">29</xref>). There were 10 papers that discussed the current situation. Impaired scores were found in 4 studies (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>), and one study indicated a medium level of resilience (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>). However, one study reported positive results (<xref ref-type="bibr" rid="ref29">29</xref>). Furthermore, 4 studies found that male patients were more resilient than female patients (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref28">28</xref>). In terms of resilience domains, 2 studies reported higher scores in self-improvement and lower scores in optimistic (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>).</p>
</sec>
<sec id="sec16">
<label>3.4</label>
<title>Association between QoL and resilience</title>
<p>Through correlation analysis and multiple linear regression, 20 studies discovered a favorable relationship between QoL and resilience (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref10 ref11 ref12">10&#x2013;12</xref>, <xref ref-type="bibr" rid="ref19 ref20 ref21 ref22 ref23 ref24 ref25 ref26 ref27 ref28 ref29 ref30 ref31 ref32 ref33">19&#x2013;33</xref>). One study employed latent class analysis to identify potential resilience categories in infertile women and to examine differences in QoL across subgroups (<xref ref-type="bibr" rid="ref24">24</xref>). There were 3 potential subgroups in this study: &#x201C;low resilience group (C1),&#x201D; &#x201C;high resilience group (C2),&#x201D; and &#x201C;general resilience-low strength group (C3).&#x201D; In the total score of QoL for each dimension, C2 scored the highest and C1 scored the lowest. Three studies used the mediation model and discovered that resilience mediated psychological stress (<xref ref-type="bibr" rid="ref12">12</xref>), fertility-related stress (<xref ref-type="bibr" rid="ref22">22</xref>), post-traumatic growth (<xref ref-type="bibr" rid="ref25">25</xref>) and QoL, in that order. These studies have indicated that resilience may not directly influence QoL, but it does exert an indirect impact through the medium of social support. The actor-partner interdependence paradigm was the topic of 2 studies. One of them found that an infertile actor&#x2019;s resilience affects both his/her own and his/her partner&#x2019;s QoL (<xref ref-type="bibr" rid="ref8">8</xref>). Another study, however, found that only the resilience of wives can predict the QoL of both couples (<xref ref-type="bibr" rid="ref30">30</xref>).</p>
</sec>
<sec id="sec17">
<label>3.5</label>
<title>Quality assessment</title>
<p>The researches covered in this review ranged in quality from low to high. All 21 studies met at least 3 of the 11 criteria on the AHRQ quality assessment tool and the mean score was 5.86 (SD 1.93). Three studies received a low rating (<xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref28">28</xref>), while 6 received a high rating (<xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref28">28</xref>). The assessed studies have two common methodological flaws. Firstly, 11 studies failed to justify their sample size and failed to explain the smallest sample size required for appropriate statistical testing (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>). Secondly, none of the 10 studies examined the characteristics of nonresponders or tested for non-response bias (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref32">32</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec18">
<label>4</label>
<title>Discussion</title>
<p>Infertility has evolved into a public health issue that requires immediate action. It is inextricably linked to the mental health and quality of life of patients. Previous findings are inconclusive, which may be attributable, at least in part, to variations in the scales and subjects utilized in these studies. Consequently, it is imperative to conduct a comprehensive review of the existing literature on QoL and resilience in infertile patients. This review summarized 21 studies including 7,892 patients, with 2,678 males and 5,214 females. Infertile women always receive more attention than infertile men. Our findings revealed that resilience is not only connected to QoL but also has a significant mediating effect on the association between various psychological markers (such as post-traumatic growth, psychological stress, and so on) and QoL.</p>
<p>The outcomes of this review on levels of QoL and resilience in infertile patients were varied (see <xref ref-type="table" rid="tab1">Tables 1</xref>, <xref ref-type="table" rid="tab2">2</xref>). QoL was measured using three different tools: FertiQoL, WHOQOL-BREF, and QoLICQ (1998), (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref16">16</xref>). To test resilience, four different assessment instruments were used: CD-RISC, CD-RISC-10, RS-14, and RS (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref18">18</xref>). Only 3 studies reported better QoL using the FertiQoL (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>), and one study reported better resilience using RS (<xref ref-type="bibr" rid="ref29">29</xref>). Based on the similarities and differences in domains of each scale, we hypothesize that differences in measurement tools between studies aren&#x2019;t related to the heterogeneity of findings.</p>
<p>Considerable differences in population among studies may explain the heterogeneity of findings. This finding can be explained by the fact that highly educated patients and patients who live in cities are less likely to be influenced by traditional beliefs due to greater social resources (<xref ref-type="bibr" rid="ref26">26</xref>). This could also be related to the fact that patients who are further along in the treatment cycle have less doubt and more hope than those who are still in the early stages (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). Cross-cultural differences could potentially explain contradictory conclusions. Asiatic infertile patients showed lower levels of resilience whereas European patients in Germany demonstrated higher levels of resilience (<xref ref-type="bibr" rid="ref29">29</xref>). These contradictory findings may be explained by the traditional concept of carrying on the family line in Asian. However, the effects of these elements necessitate additional investigation and evidence summarization.</p>
<p>In comparison to infertile women, men have greater QoL and resilience scores (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref31">31</xref>). This is related to female patients&#x2019; higher social and treatment pressures, implying that we should pay more attention to their mental health. Previous research has suggested a correlation between elevated externally oriented thinking in males relative to their partners and their QoL levels. Furthermore, the QoL of both partners appears to be intricately interconnected (<xref ref-type="bibr" rid="ref35">35</xref>). This finding underscores the significance of implementing interventions aimed at couples as a collective unit. Our review discovered that patients&#x2019; treatment tolerability domain and optimistic domain scored low (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref24 ref25 ref26">24&#x2013;26</xref>), indicating that infertility-related treatment has a more profound impact on patients&#x2019; lives, and patients&#x2019; attitude toward disease treatment is also more pessimistic. As a result, it is critical to pay attention to patients&#x2019; psychological status throughout infertility treatment and aim to improve the quality of services provided during treatment, such as the provision of readily available health education, particularly for women.</p>
<p>This review included papers that used correlation analysis, multiple linear regression analysis, and latent class analysis to investigate the relationship between QoL and resilience in infertile couples (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref10 ref11 ref12">10&#x2013;12</xref>, <xref ref-type="bibr" rid="ref19 ref20 ref21 ref22 ref23 ref24 ref25 ref26 ref27 ref28 ref29 ref30 ref31 ref32 ref33">19&#x2013;33</xref>). This suggests that we should tailor intervention strategies to individual differences in mental resilience in order to improve patients&#x2019; quality of life. In two research, the actor-partner interdependence model was applied. One of them discovered that the resilience of an infertile actor affects both his/her own and his/her partner&#x2019;s QoL (<xref ref-type="bibr" rid="ref8">8</xref>). However, another study discovered that only the resilience of wives can predict the QoL of both couples (<xref ref-type="bibr" rid="ref30">30</xref>). Although the results differ, they do present us with a unique perspective on QoL therapies, namely interventions for spouses/interventions for both couples.</p>
<p>Several studies, in contrast to the typical correlation analysis, use the mediation model, which revealed that resilience partially mediated psychological stress (<xref ref-type="bibr" rid="ref12">12</xref>), fertility-related stress (<xref ref-type="bibr" rid="ref22">22</xref>), post-traumatic growth (<xref ref-type="bibr" rid="ref22">22</xref>), and QoL, in that order. One of the studies found that while resilience does not directly affect QoL in patients with polycystic ovary syndrome (PCOS), it does affect QoL indirectly through social support (<xref ref-type="bibr" rid="ref12">12</xref>). This demonstrates that resilience can mitigate the detrimental impact of stress on QoL while enhancing the good impact of positive stress cognition on QoL. This partially explains the internal mechanism of the positive connection between resilience and QoL and stresses the importance of resilience intervention.</p>
<p>A strength of this review is the adherence to a strict systematic review process and well specified inclusion and exclusion criteria. To find all relevant publications, a comprehensive search approach was used. Another point in favor is the strong inter-rater reliability among reviewers during the screening phase, which reflects transparent selection approach. The current review additionally considered a variety of study approaches and thoroughly synthesizes the literature on QoL and resilience. Finally, this review examined both male and female infertility patients and analyzed the differences between the two, providing future clinical practice with a unique viewpoint to improve the physical and mental health of infertile patients. While this review explored QoL and resilience, it did not look at contributing factors that may have an impact on the balance of outcomes.</p>
<p>This review identified many inherent limitations of related literature. Firstly, the main sampling approach utilized in the included literature is convenience sampling, and there is no guarantee that these patients are a representative sample of all infertile population. Secondly, QoL and resilience were assessed using self-report. As with all self-reports, common methodological variance, social desirability biases, and response distortion due to ego-related defensive tendencies cannot be ignored (<xref ref-type="bibr" rid="ref36">36</xref>). Not all studies explained any patient exclusions from analysis, and confounding factors were not taken into account. Furthermore, the handling of missing data is ambiguous, and the AHRQ quality assessment revealed poorly reported response rates. Relevant studies are cross-sectional, and the absence of follow-up made investigating cohort effects unfeasible. Finally, this review included only published studies, which will result in an inflated impression of the literature because published studies have more positive results.</p>
</sec>
<sec sec-type="conclusions" id="sec19">
<label>5</label>
<title>Conclusion</title>
<p>Resilience can significantly predict the QoL of infertile patients. It seems plausible that more resilient couples will be less vulnerable to the stress of infertility. Methodological and population differences across studies may explain the variation in literature results. Future research could focus on broader concepts that include not only mental health but also physical and social well-being. Longitudinal analyses may also be utilised to infer causal relationships between the correlates of mental health, and to explore the changes in the psychological perspective of individuals during the reproductive process. A country&#x2019;s cultural environment may influence QoL and resilience in infertility. A global consortium of infertile population research could make cross-cultural comparisons of QoL and resilience possible. Future research should concentrate on resilience therapies that improve QoL and alleviate psychological burdens in infertile women.</p>
</sec>
<sec sec-type="data-availability" id="sec20">
<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="sec21">
<title>Author contributions</title>
<p>KL: Conceptualization, Methodology, Writing &#x2013; original draft. SD: Data curation, Writing &#x2013; original draft. WQ: Formal analysis, Writing &#x2013; original draft. DZ: Formal analysis, Writing &#x2013; original draft. WZ: Visualization, Writing &#x2013; review &#x0026; editing. DW: Visualization, Writing &#x2013; review &#x0026; editing. CZ: Project administration, Writing &#x2013; review &#x0026; editing. YG: Supervision, Writing &#x2013; review &#x0026; editing. PT: Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec22">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. Research Project on Medical Science and Technology in Henan Province, 2023 (LHGJ20230369).</p>
</sec>
<sec sec-type="COI-statement" id="sec23">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<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="sec24">
<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.2024.1345899/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2024.1345899/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
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