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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Vet. Sci.</journal-id>
<journal-title>Frontiers in Veterinary Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Vet. Sci.</abbrev-journal-title>
<issn pub-type="epub">2297-1769</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fvets.2025.1519913</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Veterinary Science</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Socio-economic assessment of dog population management systems: a scoping review</article-title>
</title-group>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Ghimire</surname> <given-names>Rabina</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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<name><surname>Mohanty</surname> <given-names>Parimala</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<name><surname>Hiby</surname> <given-names>Elly</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<name><surname>Larkins</surname> <given-names>Andrew</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<name><surname>D&#x00FC;rr</surname> <given-names>Salome</given-names></name>
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<contrib contrib-type="author">
<name><surname>Hartnack</surname> <given-names>Sonja</given-names></name>
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<aff id="aff1"><sup>1</sup><institution>Section of Epidemiology, Vetsuisse Faculty, University of Zurich</institution>, <addr-line>Zurich</addr-line>, <country>Switzerland</country></aff>
<aff id="aff2"><sup>2</sup><institution>Jyoti and Bhupat Mehta School of Health Sciences and Technology, Indian Institute of Technology</institution>, <addr-line>Guwahati, Assam</addr-line>, <country>India</country></aff>
<aff id="aff3"><sup>3</sup><institution>International Companion Animal Management (ICAM) Coalition</institution>, <addr-line>Cambridge</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff4"><sup>4</sup><institution>School of Medical, Molecular and Forensic Sciences, Murdoch University</institution>, <addr-line>Perth, WA</addr-line>, <country>Australia</country></aff>
<aff id="aff5"><sup>5</sup><institution>Centre for Biosecurity and One Health, Harry Butler Institute, Murdoch University</institution>, <addr-line>Perth, WA</addr-line>, <country>Australia</country></aff>
<aff id="aff6"><sup>6</sup><institution>Veterinary Public Health Institute, Vetsuisse Faculty, University of Bern</institution>, <addr-line>Bern</addr-line>, <country>Switzerland</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Fernando O. Mardones, Pontificia Universidad Cat&#x00F3;lica de Chile, Chile</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Miguel Galarde-L&#x00F3;pez, National Institute of Forestry and Agricultural Research (INIFAP), Mexico</p>
<p>Dickson Stuart Tayebwa, Makerere University, Uganda</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Rabina Ghimire, <email>rabina.ghimire@uzh.ch</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1519913</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Ghimire, Mohanty, Hiby, Larkins, D&#x00FC;rr and Hartnack.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Ghimire, Mohanty, Hiby, Larkins, D&#x00FC;rr and Hartnack</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 id="sec1">
<title>Introduction</title>
<p>Dog Population Management (DPM) systems primarily aim to reduce the free-roaming dog population, improve the health and welfare of humans and dogs, and foster their peaceful coexistence. A key challenge to resource allocation and evidence-based policy making in DPM is the rare evaluation of the associated socio-economic impacts. This scoping review identifies, maps, and summarizes published parameters and methods on the socio-economic aspect of DPM systems.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>Following PRISMA-ScR guidelines, and with a protocol registered on the Open Science Framework, this review explores (i) types of DPM services, (ii) types of parameters (intervention, impact, monetized, or non-monetized), (iii) methodological approaches (such as cost&#x2013;benefit or cost-effectiveness analysis), and (iv) gaps and challenges in socio-economic DPM assessments. Relevant publications were identified through a systematic search of PubMed, Embase, Scopus, and Web of Science.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Our review identified 14 out of more than 7,200 studies indicating the limitation of socio-economic data associated with DPM systems. The studies revealed diverse approaches to DPM, sterilization being the most frequently used service, often combined with vaccination and community awareness. Culling was also used by several studies as a DPM intervention, though considered unethical. The review highlighted a range of intervention, impact, and monetary parameters to evaluate the economics of DPM systems, demonstrating the complexity and varied scope of the services. Varied categorizations of the dog population were observed, making comparative evaluation challenging. Economic methods such as cost&#x2013;benefit and cost-effectiveness analyses were observed, identifying several associated economic metrics. Studies highlighted gaps mostly related to data availability and accessibility.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>The limitations of socio-economic data arise from a lack of standardized methodologies across regions and contexts and limited data collection efforts. Prioritizing systematic collection of data on costs, benefits and social impacts allows for a more robust analysis of DPM systems. Developing tools and standardized reporting methods would further facilitate consistent evaluation of impacts, efficient resource allocation and evidence-based policy making to implement the most cost-effective DPM systems.</p>
</sec>
<sec id="sec5004">
<title>Systematic review registration</title>
<p>DOI: <uri xlink:href="https://doi.org/10.17605/OSF.IO/NHE3X">10.17605/OSF.IO/NHE3X</uri></p>
</sec>
</abstract>
<kwd-group>
<kwd>dog</kwd>
<kwd>population management</kwd>
<kwd>dog population management (DPM) services</kwd>
<kwd>cost</kwd>
<kwd>benefit</kwd>
<kwd>socio-economic impact</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="61"/>
<page-count count="13"/>
<word-count count="9830"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Veterinary Epidemiology and Economics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<label>1</label>
<title>Introduction</title>
<p>Dogs have been an integral component of human communities and played diverse roles, often serving as companions or working animals, including offering household or livestock protection (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). However, cultural attitudes toward dogs vary; while they are treated as beloved family members in some communities, in others, they may face neglect, hunting, or culling (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref4">4</xref>). There is a concern as dogs can act as a reservoir and vector of various zoonotic diseases such as rabies, echinococcosis, and leishmaniasis, among others (<xref ref-type="bibr" rid="ref5 ref6 ref7 ref8">5&#x2013;8</xref>). Dog-mediated rabies as a public health burden is estimated to cause about 59,000 human deaths per year worldwide, with transmission primarily through bites of free-roaming dogs, accounting for over 95% of infections (<xref ref-type="bibr" rid="ref5">5</xref>). Beyond the risk of transmission of zoonotic diseases, free-roaming dogs also pose public health or safety issues by causing dog bites, road accidents, chasing people, or producing fecal and noise pollution. In addition, free-roaming dogs can affect wildlife, livestock, and other animals and birds by predation, competition for resources or disease transmission, such as canine distemper or neosporosis (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref9 ref10 ref11">9&#x2013;11</xref>).</p>
<p>Dog population management (DPM) is intended to reduce the number of unwanted dogs, improve the health and welfare of dog populations, associated problems, and foster peaceful coexistence with dogs, humans and the environment (<xref ref-type="bibr" rid="ref12 ref13 ref14">12&#x2013;14</xref>). Humane DPM focuses on maximizing advantages for both dogs and human communities while avoiding the practice of dog killing (<xref ref-type="bibr" rid="ref14">14</xref>). A DPM system is a comprehensive programme of DPM services (also called &#x2018;measures&#x2019;). These include dog sterilization (spaying or neutering) campaigns, identification and registration of dogs, vaccinations and parasite control, dog rehoming and adoption, promotion of responsible ownership, and control of commercial breeding and sale among other initiatives (<xref ref-type="bibr" rid="ref15">15</xref>). The primary objectives of a DPM system are to reduce the free-roaming dog population, minimize risks to public health and safety, and reduce nuisance caused by free-roaming dogs. Additionally, DPM systems seek to improve the health and welfare of humans and dogs by fostering human-animal interactions, enhancing mental well-being for dog owners, and promoting better care for dogs through vaccination, sterilization, or reduced abandonment (<xref ref-type="bibr" rid="ref12">12</xref>). DPM systems, thus, manage the dog population and consequently support other initiatives such as rabies control by increasing and sustaining vaccination coverage and improving access of the population to surveillance as well as the management of other zoonoses and diseases (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref16">16</xref>). Dog population management has evolved over time. While culling, particularly through poisoning, shooting, or beating has been deemed unethical, it continues to be implemented in some regions as part of policies to manage free-roaming dog populations (<xref ref-type="bibr" rid="ref17">17</xref>). However, it does not include the humane termination of animal&#x2019;s life to alleviate suffering and protect its welfare (<xref ref-type="bibr" rid="ref18">18</xref>). In contrast, more recent strategies emphasize humane approaches, such as sterilization and vaccination to manage dog populations humanely and effectively (<xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref19">19</xref>).</p>
<p>DPM has a social dynamic, influenced by various human behaviors, socio-economic conditions, and cultural norms, which differ across areas. These factors contribute to differences in the implementation of DPM systems, as unique dog population dynamics and ownership practices shape how dogs, often referred to as &#x2018;community dogs&#x2019; are managed within local communities (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref20">20</xref>). Assessing socio-economic conditions is crucial for tailoring DPM service provision to increase accessibility (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref15">15</xref>), particularly in areas where social determinants such as education, culture, income and living conditions may limit the resources for effective dog management (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref21">21</xref>). For example, countries like India and Mexico face challenges due to their large free-roaming dog populations (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>) and limited resources, which makes basic control measures difficult to implement. In contrast, European countries like Italy have more structured and regulated DPM systems that include comprehensive policies, mandatory dog registration, sterilization and vaccination (<xref ref-type="bibr" rid="ref24">24</xref>). Technological advancements also shape modern DPM practices, introducing innovations like microchipping and new sterilization techniques (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>). Furthermore, the human-animal bond influences DPM strategies, as strong relationships between humans and dogs encourage community engagement, leading to more sustainable and effective DPM systems, emphasizing the need for community involvement and stakeholder engagement in DPM initiatives.</p>
<p>Economic analysis supports the reality of making decisions related to resource allocation in the context of scarce resources. They evaluate the immediate and long-term costs and benefits of interventions, as well as their outcomes over time, using various scenarios and economic metrics to assess the efficiency and impact of each DPM service (<xref ref-type="bibr" rid="ref27">27</xref>). A range of economic assessment methods, based on economic theories, are available, with Cost Benefit Analysis (CBA) and Cost-Effectiveness Analysis (CEA) being the most common to obtain various economic metrics (<xref ref-type="table" rid="tab1">Table 1</xref>) (<xref ref-type="bibr" rid="ref28">28</xref>). These economic analyses provide a framework for decision-making by offering a comparative overview of the different methods and hence to identify the most economical programs to assist in the allocation of resources and development of government DPM policy. Additionally, non-monetary measures, such as the number of animals sterilized or more complex health measures including disability-adjusted life years (DALYs) and adjusted DALYs (zDALYs) for zoonotic diseases, are also used to evaluate the impact of diseases or health interventions on human and animal populations (<xref ref-type="bibr" rid="ref29">29</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Economic terminologies and definitions.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="left" valign="top">Definition and metrics</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Cost&#x2013;benefit Analysis (CBA)</td>
<td align="left" valign="top">Comparison of costs and benefits of an intervention to determine the expected net benefits, providing the metrics in monetary units (<xref ref-type="bibr" rid="ref59">59</xref>). Expressed as BCR, NPV or IRR</td>
</tr>
<tr>
<td align="left" valign="top">Benefit cost ratio (BCR)</td>
<td align="left" valign="top">Compares total expected benefits with total expected costs.<break/>BCR&#x202F;=&#x202F;Total Benefits/Total Costs (if BCR &#x003E;1, benefits of the intervention outweigh the costs)</td>
</tr>
<tr>
<td align="left" valign="top">Net Present Value (NPV)</td>
<td align="left" valign="top">Compares a present value of cash inflow over a present value of cash outflow (<xref ref-type="bibr" rid="ref60">60</xref>), and equals to the sum of discounted cash inflows less the sum of discounted cash outflows</td>
</tr>
<tr>
<td align="left" valign="top">Internal Rate of Return (IRR)</td>
<td align="left" valign="top">Estimates the profitability of interventions, defined as the discount rate that makes the NPV from a particular intervention equal to zero</td>
</tr>
<tr>
<td align="left" valign="top">Cost-effectiveness analysis (CEA)</td>
<td align="left" valign="top">Measures outcome or effectiveness in naturally occurring health or intervention related units (<xref ref-type="bibr" rid="ref61">61</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Cost effectiveness ratio (CER)</td>
<td align="left" valign="top">Measure of CEA which expresses the price per effectiveness unit (e.g., price per DALYs averted) (<xref ref-type="bibr" rid="ref28">28</xref>)<break/>CER&#x202F;=&#x202F;Cost of intervention/ Effectiveness/outcome of intervention</td>
</tr>
<tr>
<td align="left" valign="top">Discounting</td>
<td align="left" valign="top">Interest rate that adjusts the future costs and benefits to make them comparable to present values accounting for time value of money (<xref ref-type="bibr" rid="ref59">59</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The socio-economics of DPM systems, though important, is rarely evaluated, and there is limited published evidence available. The absence of this information on the socio-economic aspects of different DPM services and their efficacy restricts assessments. Therefore, it is crucial to have an overview of what past efforts do exist, to understand the economics of the DPM system as far as they are currently understood. This scoping review is conducted to synthesize evidence that assesses the socio-economic considerations in the DPM systems.</p>
<p>The aim of this scoping review is to identify, map, and summarize the published methods and parameters on the socio-economic aspects of DPM systems. The primary outcome is to determine available evidence, identify the current gaps, and establish the need for enabling future socio-economic assessment. Furthermore, the outputs based on the scoping review will contribute to determine the types of data needed and methodologies best suited for future socio-economic assessments to develop recommendations for important policy decisions and community-based initiatives for effective DPM.</p>
</sec>
<sec sec-type="methods" id="sec6">
<label>2</label>
<title>Methods</title>
<sec id="sec7">
<label>2.1</label>
<title>Protocol and registration</title>
<p>This review was directed to summarizing the published evidence demonstrating the socio-economic considerations of the DPM systems. It was based on the guidelines of Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) statement extension for scoping review (PRISMA-ScR) (<xref ref-type="bibr" rid="ref30">30</xref>). It was conducted according to the methodological framework developed by Arksey and O&#x2019;Malley (<xref ref-type="bibr" rid="ref31">31</xref>), following the Joanna Briggs Institute (JBI) manual for evidence synthesis. This includes (i) identifying the research question; (ii) identifying relevant studies; (iii) study selection; (iv) charting the data; and (v) collating, summarizing and reporting the results (<xref ref-type="bibr" rid="ref32">32</xref>). The final protocol was registered with the Open Science Framework (OSF) (<xref ref-type="bibr" rid="ref33">33</xref>).</p>
</sec>
<sec id="sec8">
<label>2.2</label>
<title>Review questions</title>
<p>The review questions focused on the socio-economic assessment of the DPM systems.</p>
<list list-type="simple">
<list-item>
<p>a. Which DPM services were considered, and which dog populations were targeted?</p>
</list-item>
<list-item>
<p>b. In which geographical locations were these DPM services implemented?</p>
</list-item>
<list-item>
<p>c. What parameters (intervention, impact, monetary or non-monetary) are available for the socio-economic assessment of DPM services?</p>
</list-item>
<list-item>
<p>d. What is the research approach (retrospective, prospective or modeling)?</p>
</list-item>
<list-item>
<p>e. What methods and metrics are used for assessing the socio-economic impact of DPM systems/services?</p>
</list-item>
</list>
<list list-type="bullet">
<list-item>
<p>Cost&#x2013;benefit analysis (CBA), cost-effectiveness analysis (CEA) or others.</p>
</list-item>
<list-item>
<p>Was discounting rate applied in the economic assessment (if yes, what rate was chosen)?</p>
</list-item>
<list-item>
<p>What are the economic metrics for the assessment (Benefit Cost Ratio (BCR), Net Present Value (NPV), Cost-effectiveness Ratio (CER) or others)?</p>
</list-item>
</list>
<list list-type="simple">
<list-item>
<p>f. What are the other impacts of the economic costs and benefits on the society?</p>
</list-item>
</list>
<list list-type="bullet">
<list-item>
<p>Values attributed to dogs and their health.</p>
</list-item>
<list-item>
<p>DALYs averted.</p>
</list-item>
<list-item>
<p>Reduction in disease transmission.</p>
</list-item>
<list-item>
<p>Improvement in community/safety perceptions.</p>
</list-item>
</list>
<list list-type="simple">
<list-item>
<p>g. Do these DPM services have an intersection with other human or animal health activities? If yes, which interventions?</p>
</list-item>
<list-item>
<p>h. What gaps and challenges were identified in the study regarding the socio-economic assessment of DPM systems?</p>
</list-item>
</list>
</sec>
<sec id="sec9">
<label>2.3</label>
<title>Study screening and selection</title>
<sec id="sec10">
<label>2.3.1</label>
<title>Information sources and search strategy</title>
<p>With the help of a professional librarian, the search strategies were identified. For a literature search, the following databases were searched for peer-reviewed publications and reports: PubMed, Embase, Scopus, and Web of Science All Databases (Web of Science Core Collection, Biosis Citation Index, Biosis Previews, Medline, Zoological Record). No date restrictions were applied. Additional gray literature was also identified from organizations working on DPM or pet welfare utilizing contacts from the authors as well as the International Companion Animal Management Coalition (ICAM) and authors. Also, the websites of individual international non-governmental organizations working on DPM were searched for data not published in the peer-reviewed papers. Potentially relevant references from selected studies were also searched to ensure that the key papers were not missed.</p>
<p>The search strategy (<xref rid="SM1" ref-type="supplementary-material">Annex 1</xref>) developed was the combination of synonyms of &#x201C;dog&#x201D; and &#x201C;population management&#x201D; while using a proximity search between seven words.</p>
</sec>
<sec id="sec11">
<label>2.3.2</label>
<title>Study selection</title>
<p>Inclusion criteria were as follows: (i) consider the DPM services (sterilization or reproduction control, dog identification or registration, sheltering and adoption) or culling or dog removal as part of the interventions, (ii) demonstrate the economics (costs, benefits, or effectiveness in monetary or non-monetary terms) of DPM services (include either sterilization, or identification or adoption and sheltering) or culling, and (iii) be a primary literature (original research papers or case studies).</p>
<p>Exclusion criteria were defined as follows: (i) no evidence of DPM, (ii) does not consider the socio-economic factors associated with DPM systems, (iii) is not a primary research source (the research was a review or commentary), and (iv) only shows the economic assessment of dog vaccination or parasite control without a link to other DPM services.</p>
</sec>
<sec id="sec12">
<label>2.3.3</label>
<title>Selection of data</title>
<p>All the data retrieved were combined in Endnote and deduplication was performed. These data were then imported into Rayyan (<xref ref-type="bibr" rid="ref34">34</xref>) and the remaining duplicates were detected and removed. The data were screened in two phases. First, the title and abstracts were screened by reviewers independently (RG, PM, and SH) in a blinded manner according to the relevance to our research questions, assigning the values &#x201C;include,&#x201D; &#x201C;maybe&#x201D; or &#x201C;exclude.&#x201D; In cases where there were conflicts, such as differences in decisions between &#x201C;include,&#x201D; &#x201C;exclude,&#x201D; or &#x201C;maybe,&#x201D; among reviewers, consensus was reached through discussion.</p>
<p>The data selected from the abstract and title screening that met the inclusion criteria were then further screened for a full-text review, again by a minimum of two reviewers (RG, PM, and SH). In cases of conflicts, these were resolved through discussion among reviewers. Papers selected from the full-text review, significant papers identified from the retrospective search of the included literature, and publications/reports from the gray literature were then included as the final data for review.</p>
</sec>
</sec>
<sec id="sec13">
<label>2.4</label>
<title>Charting the data</title>
<p>From the papers selected for a full-text review and other relevant reports, data were extracted using a data extraction sheet in MS Excel.</p>
<p>The data items extracted in the data extraction sheet are as follows:</p>
<list list-type="roman-lower">
<list-item>
<p>Bibliometric details: Title, authors, year of publication.</p>
</list-item>
<list-item>
<p>Study details: geographical location, timeframe, objectives, research approach and focus of the study.</p>
</list-item>
<list-item>
<p>DPM services considered: Sterilization/fertility control, dog identification and registration, dog adoption/sheltering, dog vaccination, community awareness and education, and culling.</p>
</list-item>
<list-item>
<p>Intersection with other human or animal health interventions.</p>
</list-item>
<list-item>
<p>Quantitative parameters: Intervention parameters and impact parameters.</p>
</list-item>
<list-item>
<p>Monetary parameters: costs of the services, operational, staff and other costs, benefits from the DPM systems.</p>
</list-item>
<list-item>
<p>Non-monetary parameters.</p>
</list-item>
<list-item>
<p>Economic methodologies and metrics.</p>
</list-item>
<list-item>
<p>Gaps and challenges in the economic assessment of DPM presented in the study.</p>
</list-item>
</list>
<p>Data charting and synthesis of results helped to identify key parameters and methodologies of DPM economics.</p>
</sec>
<sec id="sec14">
<label>2.5</label>
<title>Critical appraisal of the evidence source</title>
<p>Due to the scoping nature of the review, critical appraisal of the methodologies, bias assessment of the records and in-depth analysis were not performed.</p>
</sec>
<sec id="sec15">
<label>2.6</label>
<title>Analysis</title>
<p>Utilizing review questions and data charting as guiding frameworks, a qualitative thematic analysis was conducted to synthesize key findings and themes from the literature, providing a comprehensive summary of the current state of socio-economic parameters and methods in DPM systems.</p>
<p>Statistical analysis and data visualization was performed using R <italic>(Version 2024.04.2 Build 764)</italic>. The &#x201C;UpsetR&#x201D; package (<xref ref-type="bibr" rid="ref35">35</xref>) was employed to create the UpSet plot that visualized different frequencies and intersections of various DPM services across multiple studies included. R codes are attached (<xref rid="SM1" ref-type="supplementary-material">Annex 2</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="sec16">
<label>3</label>
<title>Results</title>
<sec id="sec17">
<label>3.1</label>
<title>Screening and selection process and geographical origin of studies</title>
<p>We identified 15,476 references from four databases (<xref ref-type="fig" rid="fig1">Figure 1</xref>). After deduplication in Endnote, 7,284 were imported in Rayyan. Within Rayyan, 25 duplicates were identified and removed while retaining the original references. We screened through 7,259 studies for the titles and abstracts, resulting in the selection of 89 studies that met our eligibility criteria. For the final data charting process, only 12 studies from the database search met our criteria. Additionally, one study from the gray literature search and one from the citation search also met our criteria, bringing the total number of studies included in the final review corpus to 14.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA scoping review flow diagram presenting the identified, screened, and included studies, from database searches, gray literature, and citation searches.</p>
</caption>
<graphic xlink:href="fvets-12-1519913-g001.tif"/>
</fig>
<p>The 14 studies included in the review were published between 2006 and 2022 (<xref ref-type="table" rid="tab2">Table 2</xref>). The study encompasses diverse geographical locations across multiple continents and countries including Italy (<xref ref-type="bibr" rid="ref36">36</xref>), Ukraine (<xref ref-type="bibr" rid="ref25">25</xref>) and North Macedonia (<xref ref-type="bibr" rid="ref13">13</xref>) in Europe, India (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref38">38</xref>), Indonesia (<xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref40">40</xref>), the Philippines (<xref ref-type="bibr" rid="ref41">41</xref>), Sri Lanka (<xref ref-type="bibr" rid="ref42">42</xref>), Bhutan (<xref ref-type="bibr" rid="ref43">43</xref>) in Asia, in Chile (<xref ref-type="bibr" rid="ref44">44</xref>) and Brazil (<xref ref-type="bibr" rid="ref45">45</xref>) in South America, and the United States (<xref ref-type="bibr" rid="ref46">46</xref>). The global scope of rabies elimination efforts is discussed by Wallace et al. (<xref ref-type="bibr" rid="ref47">47</xref>), encompassing various regions worldwide.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Descriptives of the studies and Dog Population Management services with their respective methodologies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Study</th>
<th align="center" valign="top" rowspan="2">Publication date</th>
<th align="left" valign="top" rowspan="2">Geographical location</th>
<th align="left" valign="top" rowspan="2">Dog population</th>
<th align="left" valign="top" rowspan="2">Study focus</th>
<th align="center" valign="top" colspan="2">Sterilization</th>
<th align="left" valign="top" rowspan="2">Dog identification/registration</th>
<th align="left" valign="top" rowspan="2">Sheltering capacity</th>
<th align="left" valign="top" rowspan="2">Adoption and rehoming</th>
</tr>
<tr>
<th align="left" valign="top">Sterilize</th>
<th align="left" valign="top">Sterilize and vaccinate</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Smith et al., 2022 (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Ukraine, Europe</td>
<td align="left" valign="top">Owned and unowned free-roaming (restricted), owned home-restricted, and unowned shelter dogs</td>
<td align="left" valign="top">DPM</td>
<td align="left" valign="top">Yes</td>
<td/>
<td/>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">&#x0106;etkovi&#x0107; et al., 2022 (<xref ref-type="bibr" rid="ref13">13</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">North Macedonia, Southeast Europe</td>
<td align="left" valign="top">Stray dogs</td>
<td align="left" valign="top">DPM</td>
<td align="left" valign="top">Yes</td>
<td/>
<td/>
<td align="left" valign="top">Yes</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Garde et al., 2022 (<xref ref-type="bibr" rid="ref44">44</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Chile, South America</td>
<td align="left" valign="top">Owned and unowned free-roaming and owned confined dogs</td>
<td align="left" valign="top">DPM</td>
<td align="left" valign="top">Yes</td>
<td/>
<td align="left" valign="top">Yes (microchipping and collars/tattoos)</td>
<td/>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Diamante et al., 2021 (<xref ref-type="bibr" rid="ref41">41</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Philippines, Southeast Asia</td>
<td align="left" valign="top">Free-roaming and stray dogs</td>
<td align="left" valign="top">Rabies</td>
<td/>
<td align="left" valign="top">Yes</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Larkins et al., 2020 (<xref ref-type="bibr" rid="ref37">37</xref>)</td>
<td align="center" valign="top">2020</td>
<td align="left" valign="top">India, South Asia</td>
<td align="left" valign="top">Roaming dogs</td>
<td align="left" valign="top">Rabies</td>
<td/>
<td align="left" valign="top">Yes</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Wallace et al., 2017 (<xref ref-type="bibr" rid="ref47">47</xref>)</td>
<td align="center" valign="top">2017</td>
<td align="left" valign="top">Global</td>
<td align="left" valign="top">Free-roaming (owned and unowned) and owned confined dogs</td>
<td align="left" valign="top">Rabies</td>
<td align="left" valign="top">Yes</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Dias et al., 2015 (<xref ref-type="bibr" rid="ref45">45</xref>)</td>
<td align="center" valign="top">2015</td>
<td align="left" valign="top">Brazil, South America</td>
<td align="left" valign="top">Owned (confined and free-roaming) dogs</td>
<td align="left" valign="top">DPM</td>
<td align="left" valign="top">Yes</td>
<td/>
<td/>
<td/>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">H&#x00E4;sler et al., 2014 (<xref ref-type="bibr" rid="ref42">42</xref>)</td>
<td align="center" valign="top">2014</td>
<td align="left" valign="top">Sri Lanka, South Asia</td>
<td align="left" valign="top">Owned dogs, Roaming dogs (Unowned or community-owned, or owned)</td>
<td align="left" valign="top">Rabies</td>
<td/>
<td align="left" valign="top">Yes</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Abbas et al., 2014 (<xref ref-type="bibr" rid="ref38">38</xref>)</td>
<td align="center" valign="top">2014</td>
<td align="left" valign="top">India, South Asia</td>
<td align="left" valign="top">Stray dogs</td>
<td align="left" valign="top">Rabies</td>
<td align="left" valign="top">Yes<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></td>
<td align="left" valign="top">Yes</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Wera et al., 2013 (<xref ref-type="bibr" rid="ref39">39</xref>)</td>
<td align="center" valign="top">2013</td>
<td align="left" valign="top">Indonesia, Asia</td>
<td align="left" valign="top">Free-roaming (owned and unowned) dogs</td>
<td align="left" valign="top">Rabies</td>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">H&#x00F8;g&#x00E5;sen et al., 2013 (<xref ref-type="bibr" rid="ref36">36</xref>)</td>
<td align="center" valign="top">2013</td>
<td align="left" valign="top">Italy, Europe</td>
<td align="left" valign="top">Stray, kennel, block and owned (confined and free-roaming) dogs</td>
<td align="left" valign="top">DPM</td>
<td align="left" valign="top">Yes</td>
<td/>
<td align="left" valign="top">Yes (microchipping)</td>
<td align="left" valign="top">Yes</td>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Tenzin et al., 2012 (<xref ref-type="bibr" rid="ref43">43</xref>)</td>
<td align="center" valign="top">2012</td>
<td align="left" valign="top">Bhutan, South Asia</td>
<td align="left" valign="top">Stray and pet dogs</td>
<td align="left" valign="top">Rabies</td>
<td/>
<td align="left" valign="top">Yes (for stray dogs)</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">H&#x00E4;sler et al., 2012 (<xref ref-type="bibr" rid="ref40">40</xref>)</td>
<td align="center" valign="top">2012</td>
<td align="left" valign="top">Indonesia, Asia</td>
<td align="left" valign="top">Free-roaming (owned and unowned) and owned confined dogs</td>
<td align="left" valign="top">Rabies</td>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Poss and Everett, 2006 (<xref ref-type="bibr" rid="ref46">46</xref>)</td>
<td align="center" valign="top">2006</td>
<td align="left" valign="top">USA, North America</td>
<td align="left" valign="top">Owned dogs</td>
<td align="left" valign="top">DPM</td>
<td align="left" valign="top">Yes</td>
<td/>
<td/>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p>Surgical sterilization and injectable contraception.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec18">
<label>3.2</label>
<title>Categories of dog populations</title>
<p>Various dog populations were identified based on ownership and movement restrictions. The categories included owned dogs, which were either confined (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref47">47</xref>) or free-roaming (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref47">47</xref>), or pet dogs (<xref ref-type="bibr" rid="ref43">43</xref>), unowned free-roaming (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref47">47</xref>), stray (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref43">43</xref>), community-owned (<xref ref-type="bibr" rid="ref42">42</xref>), shelter (<xref ref-type="bibr" rid="ref25">25</xref>), block (<xref ref-type="bibr" rid="ref36">36</xref>), or kennel dogs (<xref ref-type="bibr" rid="ref36">36</xref>). Some studies only mentioned owned (<xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref46">46</xref>) or roaming dogs (<xref ref-type="bibr" rid="ref37">37</xref>) without further differentiation. These categorizations were taken as stated in the papers, reflecting the diverse terminologies used to describe these populations.</p>
</sec>
<sec id="sec19">
<label>3.3</label>
<title>Intersection with animal/human health</title>
<p>Among the 14 studies from our review corpus, 6 (43%) of them had a focus on DPM services (sterilization, identification, sheltering and adoption) (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref44 ref45 ref46">44&#x2013;46</xref>) and included economic aspects, while the remaining 8 (57%) studies had a focus on rabies control (<xref ref-type="bibr" rid="ref37 ref38 ref39 ref40 ref41 ref42 ref43">37&#x2013;43</xref>, <xref ref-type="bibr" rid="ref47">47</xref>) and included a portion of DPM in the study (<xref ref-type="table" rid="tab1">Table 1</xref>). One study also analyzed the effects of DPM on parasitic disease control, one on Leishmania (<xref ref-type="bibr" rid="ref36">36</xref>).</p>
</sec>
<sec id="sec20">
<label>3.4</label>
<title>DPM services considered</title>
<p>We identified a range of DPM services being assessed, including sterilization, dog identification, sheltering, and adoption, as well as complementary DPM services such as vaccination, and community education programs. Culling and impounding were also used as a DPM intervention in some studies. A range of combinations of the DPM services were identified (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Almost all the studies used sterilization, which was often combined with vaccination and/or awareness.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>UpSet plot of DPM services and their intersection across multiple studies. The horizontal bars demonstrate DPM services and the vertical bars depict the number of studies that share specific combinations of services. The two tallest bars indicate that sterilization combined with either vaccination or awareness occurs in two studies each. The other bars represent unique combinations of services found in single studies.</p>
</caption>
<graphic xlink:href="fvets-12-1519913-g002.tif"/>
</fig>
<p>Among the reviewed articles, we found twelve (86%) studies that reported sterilization or fertility control as a DPM service. The studies discussed either sterilization, e.g., mobile spay-neuter clinic (<xref ref-type="bibr" rid="ref46">46</xref>), or a combination of animal sterilization and anti-rabies vaccination termed synonymously as Catch-Sterilize-Vaccinate-Return (<xref ref-type="bibr" rid="ref37">37</xref>) or Animal Birth Control with Anti-Rabies vaccination (<xref ref-type="bibr" rid="ref38">38</xref>). Additionally, as a method of non-surgical sterilization, injectable contraception was also modeled for application (<xref ref-type="bibr" rid="ref38">38</xref>).</p>
<p>Dog identification and registration was identified as a DPM service by only two (14%) of our retrieved studies. In Chile, identification included microchipping, tattoos, or collars with identification tags containing a unique code (<xref ref-type="bibr" rid="ref44">44</xref>). Likewise, in Abruzzo, Italy (<xref ref-type="bibr" rid="ref36">36</xref>), dog identification was mandated by law, hence all the dogs were microchipped and registered.</p>
<p>Three (21%) studies in the review (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36">36</xref>) highlight dog sheltering as one of the important DPM services with a focus on increasing shelter capacity (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref36">36</xref>), or use of shelters to take in relinquished dogs making them kennel dogs (<xref ref-type="bibr" rid="ref36">36</xref>). Adoption and rehoming was identified in four studies (29%), including practices such as adoption from kennels, or rescuing and rehoming free-roaming dogs to reduce abandonment (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref45">45</xref>).</p>
<p>Among our retrieved studies, ten (71%) included the canine rabies vaccinations (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref36 ref37 ref38 ref39 ref40 ref41 ref42 ref43">36&#x2013;43</xref>, <xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref47">47</xref>). Interventions included combining vaccination and sterilization (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref43">43</xref>) or using a combination of injectable and oral rabies vaccination for dogs (<xref ref-type="bibr" rid="ref38">38</xref>). An annual or biannual mass vaccination program was implemented in Bhutan for both owned and stray dogs (<xref ref-type="bibr" rid="ref43">43</xref>). Similar mass vaccination initiatives were employed for dog vaccinations in Bali and Davao (<xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref41">41</xref>).</p>
<p>Community awareness and education were included as DPM services in eight (57%) studies. The community awareness interventions were focused on increasing responsible dog ownership (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref47">47</xref>). Information and education campaigns (IEC) were conducted in schools and targeted both children and adults (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref47">47</xref>). These campaigns also focused on raising awareness of rabies through bite prevention and promoting vaccination for dogs (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref47">47</xref>). Use of local leaders, local media, and the distribution of flyers was also undertaken to promote community awareness (<xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref46">46</xref>).</p>
</sec>
<sec id="sec21">
<label>3.5</label>
<title>Dog culling</title>
<p>Culling was identified in four (28%) of the studies in our review (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref39 ref40 ref41 ref42">39&#x2013;42</xref>). The study from Flores Island, Indonesia describes culling as an intervention where dogs were killed by being beaten with sticks by the local community or culled by shooting, typically by a team that was formed by a regency administrator (<xref ref-type="bibr" rid="ref39">39</xref>). Another study conducted in Colombo, Sri Lanka reported on culling during the baseline scenario when CO<sub>2</sub> and CO poisoning were used for dog culling (<xref ref-type="bibr" rid="ref42">42</xref>). Also, dogs killed in Bali, Indonesia using strychnine poisoning formed the baseline scenario for the study (<xref ref-type="bibr" rid="ref40">40</xref>). Smith et al. (<xref ref-type="bibr" rid="ref25">25</xref>) also mentioned culling as one of the DPM measures.</p>
<p>Likewise, in Davao city, Philippines, dog impounding was used as a measure to remove the suspected rabid dogs from the population (<xref ref-type="bibr" rid="ref41">41</xref>). Here, impounding refers to the removal of free-roaming dogs. They are taken to the city pound and if unclaimed, euthanized within 3&#x202F;days.</p>
</sec>
<sec id="sec22">
<label>3.6</label>
<title>Research approach and timeframe</title>
<p>The studies in the review used a range of approaches, with a majority (12 studies or 86%) employing modeling techniques combined with observational or retrospective data including past data, census, and expert inputs to allow for retrospective or future projections (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36 ref37 ref38 ref39 ref40 ref41 ref42 ref43">36&#x2013;43</xref>, <xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref47">47</xref>) (<xref rid="SM1" ref-type="supplementary-material">Supplementary Table 1</xref>). For example, Smith et al. (<xref ref-type="bibr" rid="ref25">25</xref>) used systemic dynamic modeling to simulate the DPM impact. Additionally, Wallace et al. (<xref ref-type="bibr" rid="ref47">47</xref>) adopted predictive modeling approaches, combining the existing data, expert opinions and literature to forecast global resources needed for rabies elimination. Garde et al. (<xref ref-type="bibr" rid="ref44">44</xref>) focused on observational and descriptive analysis including qualitative aspects, while H&#x00E4;sler et al. (<xref ref-type="bibr" rid="ref42">42</xref>) used a mixed-methods approach integrating modeling and economic, ethical, and social assessments.</p>
<p>The time frame of the study also varied in the studies ranging from a brief observational span of just a 5-month period (<xref ref-type="bibr" rid="ref46">46</xref>) to immediate durations of 5&#x202F;years (<xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref44">44</xref>), and 9&#x202F;years (<xref ref-type="bibr" rid="ref41">41</xref>), up to more extended spans covering 23 23-year period (<xref ref-type="bibr" rid="ref37">37</xref>). Additionally, seven studies (50%) also incorporate future projections, with six (43%) extending over 10- to 20-year horizons (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref45">45</xref>), or one even projecting up to a 70-year time frame (<xref ref-type="bibr" rid="ref25">25</xref>).</p>
</sec>
<sec id="sec23">
<label>3.7</label>
<title>Parameters for socio-economic assessment</title>
<p>Quantitative measures frequently included the intervention and impact parameters and provided concrete metrics to evaluate the outcomes of the DPM system by the studies (<xref rid="SM1" ref-type="supplementary-material">Supplementary Table 1</xref>).</p>
<p>Intervention parameters included the services of a DPM system. These parameters were either obtained through data collected during the implementation of DPM services or predicted through modeling. They included sterilization rates or number of animals sterilized (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref41 ref42 ref43 ref44 ref45 ref46 ref47">41&#x2013;47</xref>), number of adoptions or sheltering (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref45">45</xref>), dogs identified or registered through microchipping (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref44">44</xref>), tattoos or collars (<xref ref-type="bibr" rid="ref36">36</xref>). Additional parameters encompassed the vaccination coverage or number of dogs vaccinated (<xref ref-type="bibr" rid="ref36 ref37 ref38 ref39 ref40 ref41 ref42 ref43">36&#x2013;43</xref>, <xref ref-type="bibr" rid="ref47">47</xref>) and the number of community awareness campaigns conducted (<xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref44">44</xref>). In the studies where culling was a component of a DPM system, culling rates or the number of animals culled (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>) or dogs impounded (<xref ref-type="bibr" rid="ref41">41</xref>) were also assessed.</p>
<p>Three papers (21%) studies in the review make references to dog population estimates. In regions of Chile where a specific estimate of human to dog ratio was not available, Garde et al. (<xref ref-type="bibr" rid="ref44">44</xref>) offer a statistical tool to estimate this number. The use of a mark-resight survey and annual or biannual direct observation counts on foot or by motorbikes in Jaipur, India were used for the estimation of dog population (<xref ref-type="bibr" rid="ref37">37</xref>). Similarly, in Brazil, census was used for owned dog population estimates (<xref ref-type="bibr" rid="ref45">45</xref>).</p>
<p>The DPM services described in the selected publications were assessed for their societal and economic impact. The societal impacts included a reduction in the number of free-roaming dogs (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref47">47</xref>), a reduction in dog bites (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref37">37</xref>), and a decrease in rabies cases (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>) and other diseases (Echinococcosis and Leishmaniasis) (<xref ref-type="bibr" rid="ref13">13</xref>). These impacts also contributed to DALYs averted with rabies and dog bites (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>).</p>
<p>Moreover, the implementation of DPM systems resulted in notable social impacts such as increased dog welfare (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>), improved community health/safety perceptions, and acceptance of the dog population (<xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref47">47</xref>), decreased nuisance index (<xref ref-type="bibr" rid="ref36">36</xref>) and reduced traffic accidents (<xref ref-type="bibr" rid="ref13">13</xref>). Loss of dog&#x2019;s value due to culling was also mentioned (<xref ref-type="bibr" rid="ref39">39</xref>).</p>
<p>Monetized parameters were especially crucial in cost&#x2013;benefit analyses, with many studies detailing the direct costs associated with different DPM interventions. The review demonstrated a range of monetary parameters to assess the financial implications of the DPM system with each study highlighting variations in economic parameters based on the scope and scale of the services implemented (<xref rid="SM1" ref-type="supplementary-material">Supplementary Table 1</xref>).</p>
<p>Our review identifies a variety of monetary parameters. They were the total costs of the DPM services (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref44 ref45 ref46 ref47">44&#x2013;47</xref>), including total cost per session (<xref ref-type="bibr" rid="ref46">46</xref>) and annual costs (<xref ref-type="bibr" rid="ref36">36</xref>). For studies focusing on rabies, total costs specifically referred to the cost of rabies control (<xref ref-type="bibr" rid="ref37 ref38 ref39 ref40 ref41 ref42 ref43">37&#x2013;43</xref>, <xref ref-type="bibr" rid="ref47">47</xref>). Detailed monetary parameters included sterilization costs (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref41 ref42 ref43 ref44">41&#x2013;44</xref>, <xref ref-type="bibr" rid="ref47">47</xref>), infrastructure and capital investment costs (infrastructure and capital) (<xref ref-type="bibr" rid="ref13">13</xref>), sheltering and kennelling costs (<xref ref-type="bibr" rid="ref36">36</xref>), community education and awareness costs (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref44">44</xref>), vaccination costs (<xref ref-type="bibr" rid="ref38 ref39 ref40 ref41 ref42 ref43">38&#x2013;43</xref>, <xref ref-type="bibr" rid="ref47">47</xref>), staff costs (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref44 ref45 ref46 ref47">44&#x2013;47</xref>), and culling costs (<xref ref-type="bibr" rid="ref39 ref40 ref41">39&#x2013;41</xref>). Where studies considered impacts beyond the dog population, they often included costs related to human health such as post-exposure prophylaxis (PEP), treatment of dog bites, treatment of human rabies cases (<xref ref-type="bibr" rid="ref37 ref38 ref39 ref40">37&#x2013;40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref43">43</xref>), and operational and administrative costs (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref47">47</xref>). One study also considered the economic losses due to reduced tourist number (<xref ref-type="bibr" rid="ref40">40</xref>).</p>
<p>From the economic perspective, most studies focused on a comparative reduction in costs rather than true monetary benefits. Cost savings were attributed to decreased dog bites, reduced PEP use (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref40">40</xref>), averted DALYs (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>), reduced traffic road accidents involving dogs (<xref ref-type="bibr" rid="ref13">13</xref>), increased adoption (<xref ref-type="bibr" rid="ref36">36</xref>), and applying vaccination measures instead of dog culling (<xref ref-type="bibr" rid="ref40">40</xref>). Only one study reported prospective direct revenue generation from DPM services, specifically through sheltering or housing owned dogs (<xref ref-type="bibr" rid="ref13">13</xref>).</p>
</sec>
<sec id="sec24">
<label>3.8</label>
<title>Economic methodologies and metrics</title>
<p>The review of the economic assessment methodologies used revealed a multitude of approaches and metrics. With CEA being the most used method for economic assessment of the DPM systems by all studies in our review (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36 ref37 ref38 ref39 ref40 ref41 ref42 ref43 ref44 ref45 ref46 ref47">36&#x2013;47</xref>). This was often combined with sensitivity analysis (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref38 ref39 ref40">38&#x2013;40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref47">47</xref>), exploring the influence of different intervention parameters on the outcomes of the DPM systems. Cost-effectiveness ratios were frequently calculated. These included cost per dog sterilized (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref36 ref37 ref38">36&#x2013;38</xref>, <xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref43 ref44 ref45 ref46 ref47">43&#x2013;47</xref>), cost per dog vaccinated (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref36 ref37 ref38 ref39">36&#x2013;39</xref>, <xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref47">47</xref>), cost per dog sterilized and vaccinated (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref38">38</xref>), cost per dog microchipped (<xref ref-type="bibr" rid="ref36">36</xref>), cost per dog impounded (<xref ref-type="bibr" rid="ref41">41</xref>), cost per dog culled (<xref ref-type="bibr" rid="ref39">39</xref>) and cost per IEC session (<xref ref-type="bibr" rid="ref41">41</xref>). The CER for quantifying the benefits of DPM services was commonly expressed as cost per DALYs averted (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref42">42</xref>) and cost saved per dog bite prevented (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>). CBA was used by five (36%) evidences (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref43">43</xref>) revealing economic metrics as BCR (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref37">37</xref>), NPV (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref40">40</xref>) and Internal Rate of Return (IRR) (<xref ref-type="bibr" rid="ref13">13</xref>). Discounting rates were accounted for in five papers (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref47">47</xref>) and varied, with some studies applying rates as low as 3% to some 6%. Some studies present both non-discounted and discounted values (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref40">40</xref>).</p>
</sec>
<sec id="sec25">
<label>3.9</label>
<title>Gaps and challenges identified for socio-economic assessment</title>
<p>As noted in many studies, gaps in data availability are a major challenge (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref41 ref42 ref43 ref44">41&#x2013;44</xref>), particularly concerning dog populations, dog bites and disease frequency (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref43">43</xref>). Studies were also limited by methodological gaps (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref37">37</xref>), and the need for assumptions due to insufficient baseline data, especially when modeling was employed for economic analysis for future projections of metrics and parameters (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref44">44</xref>). Some studies encountered challenges in calculating the full costs of interventions as they did not include capital, training and equipment costs, and other indirect costs, leading to incomplete cost estimations (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref43">43</xref>). On a global scale, a significant challenge is the cost variability for interventions, e.g., dog vaccination across different regions and countries (<xref ref-type="bibr" rid="ref47">47</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec26">
<label>4</label>
<title>Discussion</title>
<p>This scoping review provides a comprehensive overview of studies that assess the socio-economic aspects of DPM systems. We reviewed the types of DPM services used, the methodologies employed, the populations studied, and the geographical contexts. Additionally, the review summarizes the parameters of DPM and economic methods applied along with associated metrics and identifies the gaps and challenges in the existing literature.</p>
<p>Despite the large number of titles and abstracts of studies (7,259) and gray literature screened, only 14 met our inclusion criteria, indicating the limitation of economic data available in DPM systems. Among them, most focused on rabies control with DPM interventions as a part of the program. This underscores the public health implications of DPM while highlighting a gap in independently addressing DPM and its economic assessment from rabies.</p>
<p>We identified only limited studies that assess sheltering (21%) or adoption (29%), despite their widespread use in DPM. This may partly be due to studies focusing on only one of the services delivered by an organization, e.g., sterilization and vaccination (<xref ref-type="bibr" rid="ref37">37</xref>). However, it is important to note that the economic analysis of DPM is challenging due to a lack of a comprehensive framework that defines the role of DPM in society. A system modeling approach could significantly enhance the understanding by providing a more holistic view of DPM&#x2019;s contributions to One Health. This approach could help guide organizations in identifying and collecting relevant data, enabling a clearer and more comprehensive evaluation of the societal, public health and animal welfare benefits while addressing the existing gaps in DPM impact measurement.</p>
<p>Additionally, the studies that included the economic aspects of DPM were published between 2006 and 2022, indicating that assessing the economic viability of DPM is a relatively new approach that is gaining recognition as relevant to understanding the importance and complexities of DPM. This reflects the increasing understanding that DPM requires a multifaceted approach including an appreciation of animal welfare, public health, and economic feasibility.</p>
<p>In our review, there was an inclusion of varied terminologies to describe dog populations. It is evident that these categorizations and descriptions are not consistently standardized across studies which may often lead to ambiguity. Terms such as &#x2018;stray,&#x2019; &#x2018;free roaming,&#x2019; &#x2018;community owned,&#x2019; &#x2018;owned,&#x2019; and &#x2018;restricted&#x2019; are frequently used. While there are some definitions provided by the World Organisation for Animal Health (WOAH) (<xref ref-type="bibr" rid="ref12">12</xref>), there are other terms such as &#x2018;block dogs&#x2019; (<xref ref-type="bibr" rid="ref36">36</xref>) that can still complicate the use of terminology. &#x201C;Block dogs&#x201D; are free-roaming dogs that reside in specific urban &#x201C;blocks&#x201D; within a city, similar to village dogs but adapted to urban settings. These dogs are collected, microchipped, sterilized, and vaccinated by Local Veterinary Services before being returned to their original localities, where they are cared for and managed by the community and local municipalities (<xref ref-type="bibr" rid="ref36">36</xref>). Additionally, insights from research on rabies in India highlight similar challenges where terms like &#x201C;stray,&#x201D; &#x201C;street&#x201D; and &#x201C;free-living&#x201D; dog are used to reflect different societal perspectives on the life of dogs in communities (<xref ref-type="bibr" rid="ref48">48</xref>). Here, they argue that the term &#x201C;stray&#x201D; reflects a Western view of dogs as &#x201C;out of place&#x201D; when not owned, contrasting with Indian perspectives that often recognize street dogs as legitimate cohabitants of public spaces. This lack of uniformity and inconsistency illustrates the difficulty in defining and categorizing dog populations, given their varied and complex interactions with humans and the socio-geographical context. This inconsistency complicates the comparison and analysis of DPM systems across different regional or cultural contexts.</p>
<p>Although culling has been historically used as a DPM intervention, the approach now has shifted to various alternative or more humane methods. Dog killing or culling has been prohibited by law in countries like Italy, Brazil or Bhutan, whilst allowing for euthanasia to avoid animal suffering (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref45">45</xref>). This change in the DPM approach was reported in several studies; in Colombo city, Sri Lanka, where culling with gas inhalation was replaced by sterilization and community education (<xref ref-type="bibr" rid="ref42">42</xref>), in Bali, Indonesia, where culling with strychnine was replaced by mass rabies vaccination (<xref ref-type="bibr" rid="ref40">40</xref>) and in Texas, USA mobile sterilization clinics were introduced to reduce relinquishment to shelters and subsequent euthanasia (<xref ref-type="bibr" rid="ref46">46</xref>). Despite these positive advances, dog culling or removal is still practiced in some regions across Asia and Africa such as the Philippines (<xref ref-type="bibr" rid="ref41">41</xref>), India (<xref ref-type="bibr" rid="ref49">49</xref>), or Uganda (<xref ref-type="bibr" rid="ref50">50</xref>) emphasizing the need for greater operational engagement and robust efforts to stop culling practices. Culling is short-lived, any population that experiences rapid reduction is swiftly restored due to increased births and immigration (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). It not only fails to provide a long-term solution but also raises significant ethical concerns regarding animal welfare. In contrast, sterilization offers a more effective approach as it limits population rebound by preventing birth, so contributes to maintaining reduced population sizes for a longer time. Vaccination and community education also present more sustainable and humane alternatives. These interventions ensure a healthy managed dog population and lower disease transmission, which lowers the economic burden associated with human vaccination and treatment. They could also improve societal well-being by reducing the zoonotic risks (<xref ref-type="bibr" rid="ref47">47</xref>), or fostering safer communities, potentially benefitting sectors like tourism. Some studies included in this review demonstrated how sterilization combined with either vaccination or responsible ownership was a cost-effective long-term strategy (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref46">46</xref>), while culling was identified as a costly measure (<xref ref-type="bibr" rid="ref39">39</xref>). Additionally, free DPM services, such as sterilization, may create dependency within communities and undermine investment in responsible dog ownership practices. Implementing cost-recovery approaches for sterilization, vaccination, mandatory identification and registration, or sheltering could provide a source of income ensuring the sustainability of DPM (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref44">44</xref>).</p>
<p>The review highlights a range of intervention, impact, and monetary parameters (the costs and benefits) to evaluate the economics of DPM systems, demonstrating the complexity and varied scope of the DPM systems and services. This emphasizes an opportunity to standardize approaches to allow for comparison among studies. Despite this wide range of parameters, we could see similarities in the methods and metrics in the study. The impacts and benefits varied accordingly, with some studies focusing on the societal economic impact (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref43">43</xref>) while others on the direct economic revenue from the implementation of DPM systems with sheltering dogs (<xref ref-type="bibr" rid="ref13">13</xref>). However, we observed a lack of focus on the social and non-monetary values associated with dog&#x2019;s health. In our study, we applied a broad search strategy to avoid missing relevant publications, without restricting to the term &#x201C;socio-economic,&#x201D; as its inclusion significantly reduced the initial search results. Despite this, we found only one study (<xref ref-type="bibr" rid="ref39">39</xref>) that mentioned the loss of a dog&#x2019;s value due to culling, four studies addressed improved dog welfare (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>), and three addressed increased community acceptance of dog populations (<xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref47">47</xref>). A study from Noguera et al. (<xref ref-type="bibr" rid="ref51">51</xref>), discusses this gap in recognizing non-monetary values assigned to animals, particularly in relation to companion animals like dogs (<xref ref-type="bibr" rid="ref51">51</xref>). There is a need for greater clarity on how we value dogs and their health as well as their broad connections to humans and the environment. Social impacts include the broader range of impacts such as public health, policy and regulations, and overall community well-being reflected by behavioral changes, safety and community perceptions of dogs, and an increase in dog welfare (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref52">52</xref>). Integrating social aspects in the economics of DPM systems and linking the parameters to human factors might deliver a better understanding of the dog&#x2019;s value and the overall effectiveness of the DPM systems. Though it might be challenging to quantify these impacts in monetary terms, the overall socio-economic framework will provide a comprehensive evaluation of the DPM system. In a long-term system, the costs and outcomes of the service may occur at different times and build up over the years (<xref ref-type="bibr" rid="ref53">53</xref>).</p>
<p>Discounting accounts for the changing value of monetary costs and benefits over time, making it particularly relevant for studies conducted over a long period of time (e.g., over multiple years). Although almost all papers consider multiple years in the review, only five accounted for discounted rates, which is a notable gap. The current recommendation is to apply a range of discount rates, including scenarios without discounting, to assess whether the results are influenced by the chosen discounting rate (<xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref55">55</xref>). There is also the consideration of how non-monetary health measures such as DALYs should be discounted (<xref ref-type="bibr" rid="ref56">56</xref>). Heterogeneity in DALY and the burden of disease methods have also hampered the utility and ability of estimates (<xref ref-type="bibr" rid="ref57">57</xref>). We encourage analysts to consider the recently published reporting guidelines on DALYs to ensure transparency and future utility (<xref ref-type="bibr" rid="ref58">58</xref>). This approach enhances a more accurate economic evaluation of the DPM services and ensures consistency in decision-making, regardless of the methodological assumptions made about the value of future benefits and costs. Additionally, in the review, economic analysis is often combined with sensitivity analysis to account for uncertainties in the methodologies applied, ensuring that economic outcomes such as CER remain valid under different scenarios or input fluctuations. This strengthens the reliability of economic analysis, allowing for informed decision-making regarding resource allocation in DPM systems.</p>
<p>In this study, the gaps identified were mostly related to data availability and accessibility. In regards to this, data on dog population size or density is crucial in supporting DPM interventions, such as determining the number of sterilizations, vaccinations or adoptions that need to be achieved in a particular region or area (<xref ref-type="bibr" rid="ref44">44</xref>). For example, without taking in account the baseline dog population size or density in an area, merely the number of sterilizations or vaccinations cannot be used to determine the coverage or success of a DPM service (<xref ref-type="bibr" rid="ref20">20</xref>). The reliability and credibility of the projected outcomes may be undermined without the integration of objective data (<xref ref-type="bibr" rid="ref40">40</xref>). This data limitation further poses challenges to estimate the resources required for DPM systems and quantify the impact of DPM services and their relative cost-effectiveness (<xref ref-type="bibr" rid="ref25">25</xref>). Additionally, the non-monetary benefits and long-term costs and benefits associated with DPM systems were difficult to quantify, making it challenging to address future uncertainties (<xref ref-type="bibr" rid="ref13">13</xref>). High costs for DPM services, including sterilization and vaccination campaigns, pose difficulties (<xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref46">46</xref>), and these challenges also pertain to the sustainability of long-term DPM interventions (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref44">44</xref>).</p>
<p>During the review process, we came across papers which, despite the presence of quantitative parameters of the DPM systems, lacked data on economic aspects. This makes it challenging to assess the long-term sustainability and financial viability of DPM services. An example is from a study in Greater Bangkok, Thailand to assess the impact of free-roaming dog population (<xref ref-type="bibr" rid="ref2">2</xref>). This study assessed the intervention parameters such as dogs sterilized, dog density and dog ownership along with the impact on reduction in rabies transmission, increased care and changed perception toward dogs. Similarly, a study for evaluating DPM interventions and their impact in Australia provides information on dog sterilization, microchipping, education on the benefits of DPM and measures impact with vaccination coverage, increase of microchipping in the community, decreased euthanasia, decreased dog attacks, improved community attitudes toward dogs among others (<xref ref-type="bibr" rid="ref1">1</xref>). Inclusion of additional economic data would have provided a more comprehensive evaluation in these cases. Generally, without economic data, the development of evidence-based policies for the most cost-effective approaches to DPM systems could be hindered, making it challenging to make informed decisions for its implementation. Thus, further research needs prioritizing data gathering and accessibility by organizations or authorities involved in DPM and attributing costs and benefits of the impacts. Developing tools to assist organizations in conducting economic analysis and standardized reporting would benefit DPM evaluation. The tools would ensure consistent methodologies for data collection and economic assessment across different programs. This ensures efficiency, sustainability, and proper resource allocation for implementing DPM services. This effort will ultimately benefit policymakers by facilitating informed decision-making.</p>
<p>Our scoping review has certain limitations that need to be acknowledged. Although we conducted a broad literature with the help of a professional librarian, we may have missed some studies which used different DPM terminologies. Additionally, while we did not apply language restrictions and screened abstracts in other languages (e.g., French and Spanish), it is crucial to note that relevant papers may have been missed due to the search strategy being in English. There was heterogeneity in terminology and the level of context descriptions, we simplified the contexts and terminologies to allow us to group and summarize studies but could have misinterpreted the authors&#x2019; meanings.</p>
</sec>
<sec sec-type="conclusions" id="sec27">
<label>5</label>
<title>Conclusion</title>
<p>Our scoping review identified 14 studies out of more than 7,200 papers that provide insights into the socio-economic assessment of DPM systems, highlighting the costs and benefits of interventions. DPM services may vary with the scope of the system, and this will subsequently affect the intervention, impact and economic parameters, and the methodologies utilized to analyze these parameters. While the economic methods for DPM assessment are generally accessible and straightforward, making them accessible for practical implementation, their application is frequently constrained by the lack of standardized, reliable, and comprehensive data. These limitations arise from insufficient data collection efforts, a lack of standardized methodologies across regions and contexts, and a lack of awareness about the potential value of analyzing economic data. Prioritizing data collection of DPM costs and benefits can lead to future robust economic analysis of the DPM systems. Though challenging to quantify in monetary terms, integrating social aspects in the economics of DPM systems and linking parameters to human factors could enhance the understanding of dogs&#x2019; value and overall effectiveness. To achieve this, a standardized framework for data collection and socio-economic assessment would be instrumental in measuring the impact of these DPM systems. This will support effective resource allocation and evidence-based policy making for implementing the most cost-effective and sustainable DPM systems.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec28">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec29">
<title>Author contributions</title>
<p>RG: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. PM: Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Resources, Software, Writing &#x2013; review &#x0026; editing. EH: Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing &#x2013; review &#x0026; editing. AL: Conceptualization, Formal analysis, Investigation, Methodology, Resources, Supervision, Validation, Writing &#x2013; review &#x0026; editing. SD: Conceptualization, Funding acquisition, Investigation, Methodology, Resources, Supervision, Validation, Writing &#x2013; review &#x0026; editing. SH: Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec30">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. Funding for this study has been provided by International Companion Animal Management (ICAM) Coalition and the Swiss National Science Foundation (SNSF) under the eRabies surveillance -a way forward to rabies elimination in Uganda (IZSTZ0_208430). The funding organization provided full independence and did not influence the research direction.</p>
</sec>
<ack>
<p>The authors would like to thank Christine Verhoustraeten, librarian at University of Zurich for her help during the literature search. We would also like to acknowledge Prof Paul Torgerson for his support throughout the proposal and study. Thanks to the authors of all studies included in this review whose research provided the foundation for this work.</p>
</ack>
<sec sec-type="COI-statement" id="sec31">
<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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec32">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec33">
<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="sec34">
<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/fvets.2025.1519913/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fvets.2025.1519913/full#supplementary-material</ext-link></p>
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<supplementary-material xlink:href="Supplementary_file_2.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_1.docx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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