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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Educ.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Education</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Educ.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2504-284X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/feduc.2026.1518053</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Outcome domains and assessment measures in school-based youth mentoring programs: a systematic review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Tiraieyari</surname>
<given-names>Neda</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2245225"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Krauss</surname>
<given-names>Steven</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1305102"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>Independent Researcher</institution>, <city>Tehran</city>, <country country="ir">Iran</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Human Development and Family Science, University of Missouri</institution>, <city>Columbia</city>, <state>MO</state>, <country country="us">United States</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Steven Krauss, <email xlink:href="mailto:skrauss@missouri.edu">skrauss@missouri.edu</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-23">
<day>23</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>11</volume>
<elocation-id>1518053</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>12</month>
<year>2024</year>
</date>
<date date-type="rev-recd">
<day>05</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Tiraieyari and Krauss.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Tiraieyari and Krauss</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-23">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Mentoring programs for youth are widely recognized as effective means of promoting positive developmental outcomes. Despite numerous studies measuring the effectiveness of school-based mentoring (SBM) programs, no existing studies have surveyed this literature to determine evaluative priorities regarding outcome domains and the measures employed. The present study also aimed to respond to a gap in the literature on SBM, in which limited Systematic Literature Reviews (SLR) on program assessment and effectiveness resulted in an underestimation of mentoring effects.</p>
</sec>
<sec>
<title>Methods</title>
<p>Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, 27 studies published between 2010 and January 2025 met the inclusion criteria, and their results were qualitatively synthesized.</p>
</sec>
<sec>
<title>Results and discussion</title>
<p>The review resulted in four main domains: school functioning, psychological well-being, social and interpersonal functioning, and substance use and behavioral conduct. Most studies have focused primarily on youth school functioning, highlighting the need for greater emphasis on other domains of outcome assessment when promoting positive youth development through mentorship. The findings indicate that SBM programs are a promising intervention for a diverse range of school populations.</p>
</sec>
</abstract>
<kwd-group>
<kwd>mentoring effectiveness</kwd>
<kwd>outcome measurement</kwd>
<kwd>positive youth development</kwd>
<kwd>school-based mentoring program</kwd>
<kwd>systematic literature review</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="1"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="144"/>
<page-count count="24"/>
<word-count count="15816"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Assessment, Testing and Applied Measurement</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Mentoring programs have become popular tools for fostering positive youth development (<xref ref-type="bibr" rid="ref72">McQuillin et al., 2021</xref>). Youth mentoring is commonly defined as a relationship between an older person (mentor) and a younger, unrelated person (mentee), in which the adult provides guidance to support the young person&#x2019;s educational, social, and emotional development (<xref ref-type="bibr" rid="ref90">Rhodes, 2005</xref>). The theoretical basis for youth mentoring is the assumption that reciprocal, trusting, and empathic relationships with extrafamilial adults promote a range of positive outcomes (<xref ref-type="bibr" rid="ref90">Rhodes, 2005</xref>).</p>
<p>Among the various mentoring approaches, school-based mentoring (SBM) and community-based mentoring (CBM) are two prevalent forms of formal youth mentoring programs (<xref ref-type="bibr" rid="ref98">Sourk, 2018</xref>). While both programs are designed to fulfill the development of young people, the two approaches vary significantly in terms of their environment, target audience, structure, and objectives. CBM programs take place in community settings outside of school hours and aim to help vulnerable youth with prosocial behaviors. This program tends to focus on life skills, personal development, and the well-being of students, with flexible activities and meeting times (<xref ref-type="bibr" rid="ref81">Mullen and Klimaitis, 2021</xref>; <xref ref-type="bibr" rid="ref99">Stelter, 2021</xref>). In contrast, SBM programs are implemented in school settings to enhance students&#x2019; academic performance and a wide range of behavioral and psychological outcomes, including well-being, self-esteem, cultural identity, communication skills, social and emotional functioning, and the prevention of violence-related attitudes and behaviors (<xref ref-type="bibr" rid="ref101">Thomas et al., 2011</xref>; <xref ref-type="bibr" rid="ref62">Leidenfrost et al., 2014</xref>; <xref ref-type="bibr" rid="ref80">Moreno-Candil and Garza, 2017</xref>; <xref ref-type="bibr" rid="ref54">Kanchewa et al., 2018</xref>; <xref ref-type="bibr" rid="ref88">Raposa et al., 2019</xref>; <xref ref-type="bibr" rid="ref63">Luo and Stoeger, 2023</xref>).</p>
<p>Studies have indicated that SBM programs are as effective as CBM programs (<xref ref-type="bibr" rid="ref88">Raposa et al., 2019</xref>). In fact, SBM program offer certain advantages such as greater structure, supervision, and potentially lower program costs, which increase opportunities for disadvantaged youth, especially when their parents may not be able to enroll them in a CBM program (<xref ref-type="bibr" rid="ref63">Luo and Stoeger, 2023</xref>). These activities occur in an educational setting, ensuring that students receive consistent, accessible and meaningful support. In particular, because interactions between students and mentors within a school setting are more likely to be supervised by school staff, there may be fewer safety concerns to address during mentor screening and in their relationships with students (<xref ref-type="bibr" rid="ref107">Wheeler et al., 2010</xref>).</p>
<p>While SBM demonstrates great promise, a review of the existing literature reveals significant gaps. Previous assessments of SBM have yielded mixed results. Individual studies and reviews have indicated that SBM programs offer significant benefits to students, including enhanced academic performance and positive behavioral, social, and psychological outcomes (<xref ref-type="bibr" rid="ref74">McQuillin et al., 2011</xref>; <xref ref-type="bibr" rid="ref71">McCoy, 2017</xref>; <xref ref-type="bibr" rid="ref39">Grey, 2019</xref>; <xref ref-type="bibr" rid="ref68">May et al., 2021</xref>; <xref ref-type="bibr" rid="ref52">Jefferson 2022</xref>; <xref ref-type="bibr" rid="ref92">Richardson, 2024</xref>). Conversely, certain quantitative reviews and meta-analyses of SBM have reported that mentoring has a small to moderate overall effect (<xref ref-type="bibr" rid="ref107">Wheeler et al., 2010</xref>; <xref ref-type="bibr" rid="ref102">Tolan et al., 2014</xref>) or is mostly ineffective in achieving intended outcomes (e.g., <xref ref-type="bibr" rid="ref109">Wood and Mayo-Wilson, 2012</xref>), such as improved academic performance or social&#x2013;emotional development.</p>
<p>In addition to the inconclusive evidence regarding the effectiveness of SBM programs, there are few systematic reviews and even fewer meta-analyses examining the effects of SBM both in terms of quantity of studies reviewed and the comprehensiveness of the analyses (e.g., <xref ref-type="bibr" rid="ref109">Wood and Mayo-Wilson, 2012</xref>; <xref ref-type="bibr" rid="ref74">McQuillin et al., 2011</xref>; <xref ref-type="bibr" rid="ref17">Claro and Perelmiter, 2022</xref>). <xref ref-type="bibr" rid="ref109">Wood and Mayo-Wilson (2012)</xref> conducted a meta-analysis on SBM for adolescents with only 6 studies analyzed. <xref ref-type="bibr" rid="ref74">McQuillin et al. (2011)</xref>, and <xref ref-type="bibr" rid="ref17">Claro and Perelmiter (2022)</xref> conducted Systematic Literature Reviews (SLR) with 9 and 13 studies analyzed, respectively. This is because there have been fewer evaluations conducted on SBM programs. Most current research tends to focus on assessing CBM programs (<xref ref-type="bibr" rid="ref20">Curran and Wexler, 2017</xref>) or both forms of mentoring programs (e.g., <xref ref-type="bibr" rid="ref31">Feh&#x00E9;rv&#x00E1;ri and Varga, 2023</xref>; <xref ref-type="bibr" rid="ref104">Van Dam et al., 2021</xref>; <xref ref-type="bibr" rid="ref88">Raposa et al., 2019</xref>; <xref ref-type="bibr" rid="ref25">DuBois et al., 2002</xref>) rather than solely on those conducted within schools. Moreover, the most recent meta-analyses and SLR of SBM were specifically designed to assess the impact of mentoring programs on certain program outcomes or particular target groups (e.g., <xref ref-type="bibr" rid="ref17">Claro and Perelmiter, 2022</xref>; <xref ref-type="bibr" rid="ref92">Richardson, 2024</xref>). Consequently, they do not encompass an increasingly diverse set of youth-related outcomes. There is a need for further investigation into the effectiveness of SBM for students across various grades (<xref ref-type="bibr" rid="ref34">Gordon et al., 2013</xref>).</p>
<p>This study aims to address these gaps by systematically reviewing SBM programs to assess their impact in supporting youth through empirical research. This is relevant given the growing popularity of SBM programs, driven by their structural advantages, policy support, cost-effectiveness, and ability to enhance academic and behavioral outcomes for youth (<xref ref-type="bibr" rid="ref40">Guryan et al., 2021</xref>). Additionally, this study aimed to examine the various outcome measures used to assess the programs. Most research has focused on the overall effectiveness of mentoring, often neglecting to highlight specific outcome evaluations and measurements related to SBM program. A critical part of evaluating a program&#x2019;s effectiveness is ensuring that measurement tools are aligned with the expected outcomes (<xref ref-type="bibr" rid="ref13">Byars-Winston and Dahlberg, 2020</xref>). In SBM programs, exploring current priorities and assessment mechanisms is vital for ensuring future program development and quality assurance. Additionally, understanding current trends in mentoring outcomes and assessment tools helps to check for program fidelity. This ensures that the programs remain responsive to evolving needs and continue to deliver effective results. Thus, the current review aimed to examine the literature on outcome domains and measures used to assess SBM program effectiveness.</p>
<p>To date, no systematic review has identified the diverse means of assessing SBM program&#x2019;s outcomes. To our knowledge, this review is the first to explore the range of outcome domains and measures utilized in the youth mentoring literature, providing greater clarity on how mentoring programs are evaluated. This review can help evaluators and practitioners assess the suitability of specific outcome measures for their programs. The findings can also be used to guide efforts to develop new evaluative tools for future practice and research. We also identify the limitations of this study and provide recommendations for future research. This review focuses on SBM programs guided by the following questions:</p>
<list list-type="simple">
<list-item>
<p>What outcome domains have been assessed to evaluate the effects of these programs?</p>
</list-item>
<list-item>
<p>What measures have been used to assess these domains in the programs?</p>
</list-item>
<list-item>
<p>What effects do SBM programs have on youth?</p>
</list-item>
</list>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methods</title>
<p>To answer the above questions, a SLR was conducted following the guidelines specified by the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) (<xref ref-type="bibr" rid="ref78">Moher et al., 2009</xref>). SLR aims to comprehensively locate, combine, and evaluate related research using replicable procedures at each step of the process to answer a research question (<xref ref-type="bibr" rid="ref48">Higgins et al., 2011</xref>).</p>
<sec id="sec3">
<label>2.1</label>
<title>Identification (search strategy and procedure)</title>
<p>Several databases (Scopus, EBSCO, Eric, PsycINFO, and Science Direct) were chosen based on their relevance to the study subject area and accessibility through university subscription. Potential keywords were extracted from the review questions provided. To combine keywords, a comprehensive search string was used, utilizing the Boolean operators OR and/or AND, phrase searching and truncation. Thus, the final search was carried out using the following search terms: (e.g., &#x201C;school-based mentoring&#x201D; AND &#x201C;program effect&#x002A;&#x201D; OR &#x201C;program success&#x002A;&#x201D; OR &#x201C;program evaluation&#x002A;&#x201D; OR &#x201C;program assessment&#x002A; OR &#x201C;program outcome&#x002A;&#x201D;). The systematic search covered the period from 2010 to January 2025 in English-language peer-reviewed journal articles. The publication time frame was chosen because studies conducted before 2010 were included in <xref ref-type="bibr" rid="ref109">Wood and Mayo-Wilson (2012)</xref> meta-analysis, indicating that the systematic reviews and meta-analyses were completed in 2010 or earlier. The initial search across the selected databases resulted in 719 articles, of which 437 remained after duplicate articles were removed from the search. Next, the article title and abstract were checked by two authors based on inclusion criteria. The flowchart in <xref ref-type="fig" rid="fig1">Figure 1</xref> illustrates the procedure for selecting the studies for analysis.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Prisma flow diagram (<xref ref-type="bibr" rid="ref78">Moher et al., 2009</xref>) illustrating the selection of relevant publications.</p>
</caption>
<graphic xlink:href="feduc-11-1518053-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart illustrating a systematic review process for youth mentoring studies: Seven hundred nineteen articles were identified, four hundred thirty-seven duplicates removed, and three hundred eighty-six excluded for reasons such as participant age and focus, leaving fifty-one reports. After full-text assessment, twenty-four articles were excluded for issues like e-mentoring or lack of outcome measures, resulting in twenty-seven studies included for qualitative coding.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Inclusion criteria and screening</title>
<p>Inclusion criteria: (1) The presence of a mentoring program (group or individual) in the school environment. (2) Participants included school-aged youth, defined as those expected to be between 6 and 19&#x202F;years of age. (3) Empirical studies should focus on the SBM. Two authors assessed all studies based on the inclusion criteria. Through title and abstract screening, 386 publications were excluded due to irrelevance based on the predefined inclusion criteria. This process identified 51 studies that met the initial inclusion criteria. In the next stage of the search, the full texts were retrieved and reviewed for eligibility with the following additional criteria: (1) Studies that focused on group or individual SBM programs were included. (2) Studies that assessed the program&#x2019;s effects on at least one outcome variable, as well as those that examined correlations or predictions related to positive youth development. (3) Each study was required to include a quantifiable program evaluation achieved either through pre- and post-program assessments or by comparing a control group that did not receive the intervention. After further elimination, 27 studies met the inclusion criteria for this review (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Quality assessment</title>
<p>The appraisal process was performed using the Mixed Method Appraisal Tools (MMAT) and its user guide developed by <xref ref-type="bibr" rid="ref50">Hong et al. (2018)</xref>. The MMAT is suitable for systematic reviews with diverse methodologies. The appraisal begins with two screening questions: (1) Are the research questions clear 2) Do the collected data allow the research questions to be answered? All 27 studies met the criteria. We then applied the MMAT to assess the methodological quality of each study. Each study design (qualitative, quantitative, randomized controlled trials, non-randomized studies, and mixed methods studies) was evaluated using five methodological criteria questions, with three possible answers: yes, no, or cannot tell.</p>
<p>For instance, the five criteria for quantitative studies are as follows: Is the sampling strategy relevant to addressing the research question? Was the sample representative of the target population? Are the measurements appropriate Is the risk of non-response bias low? Is the statistical analysis appropriate to answer the research question?). Articles that met at least three of these criteria were included in this study. Studies were assigned an overall quality score ranging from (0/5) to (5/5) based on methodological quality criteria. Overall, most of the studies included were of high quality: 14 studies achieved a score of 5/5, nine scored 4/5, and four scored 3/5. No study was excluded based on the quality score.</p>
<p>Most studies used established measurement scales and statistical analyses to address their research questions. There were just as many or more &#x201C;Cannot Tell&#x201D; responses compared to &#x201C;No&#x201D; suggesting that in some studies, lower appraisals may reflect issues in reporting rather than actual quality. Two researchers independently conducted the assessments of the included studies. The quality assessment of each study is presented in (<xref rid="SM1" ref-type="supplementary-material">Supplementary Table S1</xref>).</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Data extraction and analysis</title>
<p>The SLR was conducted qualitatively, and relevant data were extracted as statements. Qualitative thematic analysis was used to extract data from the reviewed studies, which could then be used to address the research questions. Thematic analysis is a method for identifying, analysing, and reporting patterns (themes) within data. Inductive thematic analysis was considered the most appropriate method for synthesizing a mixed research design (<xref ref-type="bibr" rid="ref32">Flemming et al., 2019</xref>). The analysis was guided by the six-step thematic analysis method prescribed by <xref ref-type="bibr" rid="ref9">Braun and Clarke (2006)</xref>.</p>
<p>The full texts of the 27 included studies were used to create a database for this review. The authors divided up the articles. The process began with two authors familiarizing themselves with the articles by individually reading the results section of the studies. Subsequently, we identified significant segments of the results that were related to outcome measures. Key information necessary to answer the research questions was then collected. Subsequently, the extracted data (outcome measures) from each study were organized through coding, which involved assigning codes to the outcome measures by interpreting their meanings. The relevant coded data extracts were then grouped into common themes for analysis. At this stage, four main themes and 18 subthemes were established. The two authors maintained frequent communication during the data extraction process.</p>
<p>The next step involved reviewing the themes, whereby the authors checked the relevance of the constructed themes to the extracted data. The following section reports the themes and subthemes, labeled as domains and subdomains, respectively. The extracted bibliographic data from the included studies were also reported (e.g., contextual information, name of the mentoring program, research design, methods of data collection, length of the program, target groups, samples, and estimated effect sizes).</p>
</sec>
</sec>
<sec sec-type="results" id="sec7">
<label>3</label>
<title>Results</title>
<sec id="sec8">
<label>3.1</label>
<title>General findings and background of the studies included in the review</title>
<p>Of the selected articles, 20 studies were conducted in the United States, and the others were conducted in Korea, Sweden, Australia, Portugal, and the UK. In terms of publication years, three were published in 2010, three in 2011, two in 2012, two in 2013, one in 2014, two in 2015, two in 2017, two in 2018, two in 2019, one in 2020, three in 2021, two in 2022, and two in 2024. The studies were conducted across various types of schools: five in elementary schools, seven in middle schools, four in secondary schools, and the rest in a mix of elementary, middle, and secondary schools (See <xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Study characteristics included in the review.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Authors &#x2013; Country</th>
<th align="left" valign="top" rowspan="2">Year</th>
<th align="left" valign="top" rowspan="2">Name of the program</th>
<th align="center" valign="top" colspan="2">Methods</th>
<th align="left" valign="top" rowspan="2">Research design</th>
<th align="left" valign="top" rowspan="2">Length of the program</th>
<th align="left" valign="top" rowspan="2">Target groups and samples</th>
</tr>
<tr>
<th align="left" valign="top">Quantitative</th>
<th align="left" valign="top">Qualitative</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Choi and Lemberger -Korea</td>
<td align="left" valign="top">2010</td>
<td align="left" valign="top">Korean youth mentoring program</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Quasi-experimental design with pre- and post-</td>
<td align="left" valign="top">10 months</td>
<td align="left" valign="top">3-9 th grade students (n=834), elementary and secondary school</td>
</tr>
<tr>
<td align="left" valign="top">Elledge et al-USA</td>
<td align="left" valign="top">2010</td>
<td align="left" valign="top">Lunch Buddy SBM for Bullied Children</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Quasi-Experimental Design</td>
<td align="left" valign="top">Twice each week during the spring semester of an academic year</td>
<td align="left" valign="top">4-5 th grade students (n=36), 4 public elementary school</td>
</tr>
<tr>
<td align="left" valign="top">Nixon and Werner-USA</td>
<td align="left" valign="top">2010</td>
<td align="left" valign="top">Creating A Safe School (CASS)</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Quasi-experimental design with pre- and post-</td>
<td align="left" valign="top">1 year once or twice a month through year</td>
<td align="left" valign="top">6th-grade students (n= 406), 5 middle schools</td>
</tr>
<tr>
<td align="left" valign="top">Bodin and Leifman &#x2013; Sweden</td>
<td align="left" valign="top">2011</td>
<td align="left" valign="top">Adult-to-youth mentoring program</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">1 year every second week, for 2&#x2013;4 hour</td>
<td align="left" valign="top">14 years old students (n= 128), 28 middle schools</td>
</tr>
<tr>
<td align="left" valign="top">Herrera et al - USA</td>
<td align="left" valign="top">2011</td>
<td align="left" valign="top">Big Brothers Big Sisters mentoring programs</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">1.5 school years</td>
<td align="left" valign="top">4-9 th grade students (n=1067), middle schools</td>
</tr>
<tr>
<td align="left" valign="top">McQuillin et al-USA</td>
<td align="left" valign="top">2011</td>
<td align="left" valign="top">The transitional mentoring program (from elementary to middle school)</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">Once a week for 8 weeks</td>
<td align="left" valign="top">6th grade students (n=120), One middle school</td>
</tr>
<tr>
<td align="left" valign="top">Keller and Pryce-USA</td>
<td align="left" valign="top">2012</td>
<td align="left" valign="top">Big Brothers Big Sisters mentoring programs</td>
<td align="left" valign="top">x</td>
<td align="left" valign="top">x</td>
<td align="left" valign="top">Exploratory Design with pre-post</td>
<td align="left" valign="top">Weekly meetings (1hour, 86 session)</td>
<td align="left" valign="top">3-5th grade students (n=33), 3 elementary school</td>
</tr>
<tr>
<td align="left" valign="top">Schwartz et al&#x2013; USA</td>
<td align="left" valign="top">2012</td>
<td align="left" valign="top">Big Brothers Big Sisters mentoring programs</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">4.7 months</td>
<td align="left" valign="top">4-9 th grade (n=1139) youths</td>
</tr>
<tr>
<td align="left" valign="top">Gordon et al-USA</td>
<td align="left" valign="top">2013</td>
<td align="left" valign="top">SBMP (school-based mentoring program)</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Quasi-experimental design with pre- and post-</td>
<td align="left" valign="top">1 year</td>
<td align="left" valign="top">6&#x2013;10th grade students(n=578), middle school, one school district</td>
</tr>
<tr>
<td align="left" valign="top">N&#x00FA;&#x00F1;ez et al&#x2013; Portugal</td>
<td align="left" valign="top">2013</td>
<td align="left" valign="top">School based mentoring focus on self-regulated learning (SRL)</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">9-months</td>
<td align="left" valign="top">7 th grade students (n=94), Two middle schools</td>
</tr>
<tr>
<td align="left" valign="top">Sim&#x00F5;es and Alarc&#x00E3;o- Portugal</td>
<td align="left" valign="top">2014</td>
<td align="left" valign="top">Metodologia TUTAL</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">9 months. Ninety-minute weekly group mentoring sessions</td>
<td align="left" valign="top">5-8th grade students (n=317), six schools</td>
</tr>
<tr>
<td align="left" valign="top">Bayer et al-USA</td>
<td align="left" valign="top">2015</td>
<td align="left" valign="top">Big Brothers Big Sisters programs</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">1 year</td>
<td align="left" valign="top">4-9 th grade Students (n=1,139),71 schools (41 elementary, 27 middle, and 3 high schools)</td>
</tr>
<tr>
<td align="left" valign="top">Wasburn Moses and Noltemeyer &#x2013; USA</td>
<td align="left" valign="top">2015</td>
<td align="left" valign="top">Campus Mentors (based on Check and Connect, a dropout prevention model)</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Quasi-experimental design</td>
<td align="left" valign="top">3 years 12 times each semester for one hour each-</td>
<td align="left" valign="top">9-10 th grade students (n=80), high school</td>
</tr>
<tr>
<td align="left" valign="top">Crooks et al-USA</td>
<td align="left" valign="top">2017</td>
<td align="left" valign="top">The Fourth R (Relationship focused and violence prevention program)</td>
<td align="left" valign="top">x</td>
<td align="left" valign="top">x</td>
<td align="left" valign="top">Exploratory</td>
<td align="left" valign="top">2 years</td>
<td align="left" valign="top">7-8th grade students (n=105), one middle school</td>
</tr>
<tr>
<td align="left" valign="top">Heppen et al- USA</td>
<td align="left" valign="top">2017</td>
<td align="left" valign="top">Check &#x0026; connect</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">3 years</td>
<td align="left" valign="top">8-9-10 th, grade students(n=n=553), 10 high schools</td>
</tr>
<tr>
<td align="left" valign="top">Goulet et al-USA</td>
<td align="left" valign="top">2018</td>
<td align="left" valign="top">Check &#x0026; connect</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">2 years</td>
<td align="left" valign="top">Elementary (n=145), secondary school students (n=200) from two school districts</td>
</tr>
<tr>
<td align="left" valign="top">Larose et al- USA</td>
<td align="left" valign="top">2018</td>
<td align="left" valign="top">ACCESS (Mentoring by Teachers)</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Quasi-experimental design</td>
<td align="left" valign="top">1year</td>
<td align="left" valign="top">First year high school student (n=115)</td>
</tr>
<tr>
<td align="left" valign="top">Lyons et al&#x2013; USA</td>
<td align="left" valign="top">2019</td>
<td align="left" valign="top">The Student Mentoring Program</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">1 year 4.4 meetings per month</td>
<td align="left" valign="top">youth aged 11 years old (n=1360), Middle School</td>
</tr>
<tr>
<td align="left" valign="top">Meltzer et al-Australia</td>
<td align="left" valign="top">2019</td>
<td align="left" valign="top">Australian SBM program.</td>
<td/>
<td align="left" valign="top">x</td>
<td align="left" valign="top">Exploratory</td>
<td align="left" valign="top">6 months (20 one-hour weekly meetings)</td>
<td align="left" valign="top">7-12 th grade students (n=15), 5 public school</td>
</tr>
<tr>
<td align="left" valign="top">Chan et al-USA</td>
<td align="left" valign="top">2020</td>
<td align="left" valign="top">Project Arrive</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Quasi-experimental design</td>
<td align="left" valign="top">2 years</td>
<td align="left" valign="top">9&#x2013;10th grades students (n=239), secondary school students</td>
</tr>
<tr>
<td align="left" valign="top">Jablon and Lyons-USA</td>
<td align="left" valign="top">2021</td>
<td align="left" valign="top">Student Mentoring Program (SMP)</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">2 years Average 4.4 meetings per month</td>
<td align="left" valign="top">4-8 th grade students (n=2,573),</td>
</tr>
<tr>
<td align="left" valign="top">Green et al&#x2013; USA</td>
<td align="left" valign="top">2021</td>
<td align="left" valign="top">SPARK Mentoring program</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">11 weekly lessons</td>
<td align="left" valign="top">4-5 th grade students (n=94), Elementary school</td>
</tr>
<tr>
<td align="left" valign="top">McQuillin and McDaniel-USA</td>
<td align="left" valign="top">2021</td>
<td align="left" valign="top">A brief mentoring goal-focused, one-on-one program</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">10 session (45-min over the course of the 18-week semester)</td>
<td align="left" valign="top">6-8 th grade students (n = 67), Middle school</td>
</tr>
<tr>
<td align="left" valign="top">Alwani et al -USA</td>
<td align="left" valign="top">2022</td>
<td align="left" valign="top">TheYoungYomen Leaders Program (YWLP)</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Quasi-experimental design</td>
<td align="left" valign="top">1 year 2hrs per week, in addition to monthly meeting for at least 4h</td>
<td align="left" valign="top">(n=41), Middle school</td>
</tr>
<tr>
<td align="left" valign="top">Green et al&#x2013; USA</td>
<td align="left" valign="top">2022</td>
<td align="left" valign="top">(SPARK) Teen Mentoring program</td>
<td align="left" valign="top">x</td>
<td/>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">2 years</td>
<td align="left" valign="top">9 -12 th grade students (n=369), 4 High schools</td>
</tr>
<tr>
<td align="left" valign="top">Butler et al- UK</td>
<td align="left" valign="top">2024</td>
<td align="left" valign="top">Mentors in Violence Prevention (MVP) program</td>
<td align="left" valign="top">x</td>
<td align="left" valign="top">x</td>
<td align="left" valign="top">Exploratory Design with pre-post</td>
<td align="left" valign="top">2 years</td>
<td align="left" valign="top">(n=456),11 Secondary schools</td>
</tr>
<tr>
<td align="left" valign="top">Martins et al- Portugal</td>
<td align="left" valign="top">2024</td>
<td align="left" valign="top">The Compass mentoring program</td>
<td align="left" valign="top">x</td>
<td align="left" valign="top">s</td>
<td align="left" valign="top">Randomized controlled trial (RCT)</td>
<td align="left" valign="top">12 biweekly 45-minute sessions</td>
<td align="left" valign="top">5th-grade students (n=330), 4 Elementary schools</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Of the 27 studies included in the review, 23 were quantitative, one was qualitative, and three used a mixed methods design. Most of the studies incorporated a control group, with most experimental designs employing random assignment of participants (<xref ref-type="bibr" rid="ref8">Bodin and Leifman, 2011</xref>; <xref ref-type="bibr" rid="ref46">Herrera et al., 2011</xref>; <xref ref-type="bibr" rid="ref74">McQuillin et al., 2011</xref>; <xref ref-type="bibr" rid="ref94">Schwartz et al., 2012</xref>; <xref ref-type="bibr" rid="ref84">N&#x00FA;&#x00F1;ez et al., 2013</xref>; <xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o, 2014</xref>; <xref ref-type="bibr" rid="ref5">Bayer et al., 2015</xref>; <xref ref-type="bibr" rid="ref44">Heppen et al., 2018</xref>; <xref ref-type="bibr" rid="ref36">Goulet et al., 2018</xref>; <xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref>; <xref ref-type="bibr" rid="ref51">Jablon and Lyons, 2021</xref>; <xref ref-type="bibr" rid="ref37">Green et al., 2021</xref>, <xref ref-type="bibr" rid="ref73">McQuillin and McDaniel, 2021</xref>; Green, 2022; <xref ref-type="bibr" rid="ref67">Martins et al., 2024</xref>). When random assignment was not possible, eight studies adopted a quasi-experimental approach (<xref ref-type="bibr" rid="ref16">Choi and Lemberger, 2010</xref>; <xref ref-type="bibr" rid="ref28">Elledge et al., 2010</xref>; <xref ref-type="bibr" rid="ref83">Nixon and Werner, 2010</xref>; <xref ref-type="bibr" rid="ref34">Gordon et al., 2013</xref>; <xref ref-type="bibr" rid="ref105">Wasburn-Moses and Noltemeyer, 2018</xref>; <xref ref-type="bibr" rid="ref61">Larose et al., 2018</xref>; <xref ref-type="bibr" rid="ref15">Chan et al., 2020</xref>; <xref ref-type="bibr" rid="ref2">Alwani et al., 2023</xref>). Four studies utilized an exploratory design with pre- and post-surveys (<xref ref-type="bibr" rid="ref58">Keller and Pryce, 2012</xref>) <xref ref-type="bibr" rid="ref19">Crooks et al., 2017</xref>; <xref ref-type="bibr" rid="ref75">Meltzer et al., 2020</xref>; <xref ref-type="bibr" rid="ref12">Butler et al., 2024</xref>) due to the nature of the study.</p>
<p>In 11 studies, the program duration was less than one year; seven studies covered one school year, and nine studies extended over a period ranging from one and a half to three years (See <xref ref-type="table" rid="tab1">Table 1</xref>).</p>
</sec>
<sec id="sec9">
<label>3.2</label>
<title>Main findings</title>
<p>In line with the study purpose and qualitative approach, the domains are presented in order from the most frequently mentioned in the literature to the least, indicating the measurement priorities of scholars. The review resulted in four main domains and 16 subdomains. The school functioning domain was the most widely assessed in the literature, followed by psychological well-being, social and interpersonal functioning, substance use, and behavioral conduct. A summary of each study&#x2019;s outcome domains and measures is provided in <xref ref-type="table" rid="tab2">Table 2</xref>.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Outcome domains and sub-domains.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Outcome domains</th>
<th align="left" valign="top">Sub-domains</th>
<th align="left" valign="top">Studies/Authors</th>
<th align="left" valign="top">Common measures/ Instruments</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="5">School functioning</td>
<td align="left" valign="top">Academic performance</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref16">Choi and Lemberger (2010)</xref>, <xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref>, <xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>, <xref ref-type="bibr" rid="ref74">McQuillin et al. (2011)</xref>, <xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref>, <xref ref-type="bibr" rid="ref84">N&#x00FA;&#x00F1;ez et al. (2013)</xref>, <xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o (2014)</xref>, <xref ref-type="bibr" rid="ref5">Bayer et al. (2015)</xref>, <xref ref-type="bibr" rid="ref105">Wasburn-Moses and Noltemeyer (2018)</xref>, <xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>, <xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref>, <xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref>, <xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref>, <xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref>, <xref ref-type="bibr" rid="ref15">Chan et al. (2020)</xref>, <xref ref-type="bibr" rid="ref51">Jablon and Lyons (2021)</xref>, <xref ref-type="bibr" rid="ref73">McQuillin and McDaniel (2021)</xref>, <xref ref-type="bibr" rid="ref67">Martins et al. (2024)</xref></td>
<td align="left" valign="top">-GPA<break/>-Credit earned for each grade<break/>-Academic achievement assessment test</td>
</tr>
<tr>
<td align="left" valign="top">School discipline</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>, <xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref>, <xref ref-type="bibr" rid="ref34">Gordon et al. (2013)</xref>, <xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o (2014)</xref>, <xref ref-type="bibr" rid="ref105">Wasburn-Moses and Noltemeyer (2018)</xref>, <xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref>, <xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref>, <xref ref-type="bibr" rid="ref73">McQuillin and McDaniel (2021)</xref>, <xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref></td>
<td align="left" valign="top">-Teacher-reported measurement of number of out-of-school suspensions, and unexcused absences from school.<break/>-Dropout Prediction Index (DPI; <xref ref-type="bibr" rid="ref9103">Archambault and Janosz, 2009</xref>).<break/>- Students&#x2019; rule compliance and prosocial behaviours in school; <xref ref-type="bibr" rid="ref9007">Fredricks et al. (2005)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">Learning skills and abilities</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>,<break/><xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref>,<break/><xref ref-type="bibr" rid="ref84">N&#x00FA;&#x00F1;ez et al. (2013)</xref>,<break/><xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o (2014)</xref>,<break/><xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref>,<break/><xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref>,<break/><xref ref-type="bibr" rid="ref67">Martins et al. (2024)</xref></td>
<td align="left" valign="top">- Subscale of the self-perception profile for children; <xref ref-type="bibr" rid="ref42">Harter (1985)</xref>.<break/>- Self-regulated learning strategies adopted from <xref ref-type="bibr" rid="ref93">Ros&#x00E1;rio et al., 2010</xref>.<break/>- Subscale of a modified version of the Self-Perception Profile of Children; <xref ref-type="bibr" rid="ref42">Harter, 1985</xref>.<break/>-Perceived Competence in Learning Scale (PCLS) (<xref ref-type="bibr" rid="ref9113">Williams et al., 1998</xref>).<break/>- Learning subscale of the Learning and Performance Orientation. Questionnaire; LPOQ, <xref ref-type="bibr" rid="ref9004">Bouffard et al., 1995</xref>.<break/>-Data collected through semi-structured interview<break/>- Regulated strategies inventory-self-report; SRSI-SR, <xref ref-type="bibr" rid="ref110">Zimmerman, 2000</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">Classroom effort and affect</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>,<break/><xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref>,<break/><xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref>,<break/><xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref>,<break/><xref ref-type="bibr" rid="ref67">Martins et al. (2024)</xref></td>
<td align="left" valign="top">- Subscale of the Research Assessment Package for Schools&#x2013;Teachers; <xref ref-type="bibr" rid="ref9013">Institute for Research and Reform in Education (1998)</xref>. Research assessment package for schools (RAPS) manual. Institute for Research and Reform in Education.<break/>-The SEI (Student Engagement Instrument); <xref ref-type="bibr" rid="ref9001">Appleton et al. (2006)</xref>.<break/>-Students&#x2019; Engagement Questionnaire Scale (SEQ- <xref ref-type="bibr" rid="ref9028">Steinberg, 1996</xref>).<break/>-Dropout Prediction Index (DPI; <xref ref-type="bibr" rid="ref9103">Archambault and Janosz, 2009</xref>; <xref ref-type="bibr" rid="ref9102">Archambault et al., 2009</xref>)<break/>-School Engagement Scale (<xref ref-type="bibr" rid="ref9007">Fredricks et al., 2005</xref>).</td>
</tr>
<tr>
<td align="left" valign="top">Attitudes and value toward school</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref>,<break/><xref ref-type="bibr" rid="ref61">Larose et al. (2018)</xref>,<break/><xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref>,<break/><xref ref-type="bibr" rid="ref9101">Alwani et al. (2022)</xref></td>
<td align="left" valign="top">- School Value Scale; <xref ref-type="bibr" rid="ref9003">Berndt and Miller (1990)</xref>.<break/>- Learning and Performance Orientation Questionnaire LPOQ; <xref ref-type="bibr" rid="ref9004">Bouffard et al., (1995)</xref>.<break/>- Mastery Goal Scale of the Achievement Goal Questionnaire; <xref ref-type="bibr" rid="ref9006">Elliot and McGregor (2001)</xref>.<break/>-Data collected through semi-structured interview<break/>- Subscale of school bonding; <xref ref-type="bibr" rid="ref43">Hawkins et al., 2001</xref>.</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Psychological wellbeing</td>
<td align="left" valign="top">Self-esteem and self-efficacy</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>,<break/><xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref>,<break/><xref ref-type="bibr" rid="ref84">Nu&#x00F1;ez et al. (2013)</xref>,<break/><xref ref-type="bibr" rid="ref5">Bayer et al. (2015)</xref>,<break/><xref ref-type="bibr" rid="ref61">Larose et al. (2018)</xref>,<break/><xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref>,<break/><xref ref-type="bibr" rid="ref12">Butler et al. (2024)</xref>,<break/><xref ref-type="bibr" rid="ref67">Martins et al. (2024)</xref></td>
<td align="left" valign="top">- Global self-worth scale and a subscale of the self-esteem questionnaire (<xref ref-type="bibr" rid="ref24">DuBois et al., 1996</xref>).<break/>-Subscale of the self-esteem questionnaire (<xref ref-type="bibr" rid="ref24">Dubois et al., 1996</xref>).<break/>-Sub-scale of the Children Multidimensional Self-Efficacy Scale (<xref ref-type="bibr" rid="ref9002">Bandura et al. 1990</xref>),<break/>-Scholastic efficacy beliefs<break/>-Scale of Perceptions of Competence in Life Domains, or EPCDV; <xref ref-type="bibr" rid="ref9107">Losier (1993)</xref>.<break/>-Data collected through semi-structured interview<break/>-Slaby Bystander Efficacy Scale <xref ref-type="bibr" rid="ref9110">Slaby et al. (1994)</xref><break/>-The Patterns of Adaptive Learning Scale (PALS) (<xref ref-type="bibr" rid="ref76">Midgley et al., 2000</xref>).</td>
</tr>
<tr>
<td align="left" valign="top">Emotional and psychological disorder</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref>,<break/><xref ref-type="bibr" rid="ref58">Keller and Pryce (2012)</xref>,<break/><xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>,<break/><xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref>,<break/><xref ref-type="bibr" rid="ref38">Green et al. (2022)</xref>,<break/><xref ref-type="bibr" rid="ref73">McQuillin and McDaniel (2021)</xref></td>
<td align="left" valign="top">-Youth Self-Report Scale (<xref ref-type="bibr" rid="ref1">Achenbach et al., 2001</xref>).<break/>- Center for Epidemiology Studies-Depression Scale (CES-D, <xref ref-type="bibr" rid="ref86">Radloff, 1977</xref>).<break/>-Children&#x2019;s Depression Inventory (CDI; <xref ref-type="bibr" rid="ref9018">Kovacs, 1992</xref>).<break/>-Mental Health Continuum-Short Form (MHC-SF; <xref ref-type="bibr" rid="ref9016">Keyes, 2005</xref>, <xref ref-type="bibr" rid="ref9017">2006</xref>).<break/>-Impulse and Clarity subscales from the short form of the Difficulties in Emotional Regulation Scale (DERS-SF; <xref ref-type="bibr" rid="ref9015">Kaufman et al., 2016)</xref><break/>- Self-Report of Personality (SRP)</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">Future aspiration &#x0026;goals</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref>,<break/><xref ref-type="bibr" rid="ref61">Larose et al. (2018)</xref>,<break/><xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref>,<break/><xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref><break/><xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref>,<break/><xref ref-type="bibr" rid="ref67">Martins et al. (2024)</xref></td>
<td align="left" valign="top">-The SEI (<xref ref-type="bibr" rid="ref9001">Appleton et al., 2006)</xref><break/>-Scale from <xref ref-type="bibr" rid="ref9021">McNeal and Hansen (1999)</xref><break/>-Data collected through semi-structured interview<break/>-The Optimism subscale<break/>- Mastery Goal Scale of the Achievement Goal<break/>- Questionnaire; <xref ref-type="bibr" rid="ref9006">Elliot and McGregor (2001)</xref>.</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">Life satisfaction</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref>,<break/><xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>,<break/><xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref>,<break/><xref ref-type="bibr" rid="ref73">McQuillin and McDaniel (2021)</xref>,<break/><xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref></td>
<td align="left" valign="top">-Self-Anchoring Striving Scale (SASS); <xref ref-type="bibr" rid="ref14">Cantril (1965)</xref>.<break/>-Satisfaction with Life Scale; <xref ref-type="bibr" rid="ref9008">Gadermann et al. (2010)</xref><break/>-Data collected through semi-structured interview<break/>-Student&#x2019;s life satisfaction scale; <xref ref-type="bibr" rid="ref9011">Huebner (1991)</xref>.</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">Coping and hoping skills</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref58">Keller and Pryce (2012)</xref>,<break/><xref ref-type="bibr" rid="ref61">Larose et al. (2018)</xref>,<break/><xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref>,<break/><xref ref-type="bibr" rid="ref38">Green et al. (2022)</xref></td>
<td align="left" valign="top">-Subscale of the youth&#x2013;mentor relationship Questionnaire (<xref ref-type="bibr" rid="ref90">Rhodes, 2005</xref>).<break/>-Coping Scale for Children and Youth (CSCY; <xref ref-type="bibr" rid="ref9005">Brodzinsky et al., 1992)</xref>.<break/>-Elementary School Motivation Scale (<xref ref-type="bibr" rid="ref9009">Guay et al., 2010</xref>)<break/>Three Principles Inventory for Youth (3PI; <xref ref-type="bibr" rid="ref9104">Kelley, 2011</xref>).<break/>-Subscales from the Resiliency Scales for Children and Adolescents (RSCA; <xref ref-type="bibr" rid="ref9023">Prince-Embury, 2007</xref>).</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Social and<break/>interpersonal functioning</td>
<td align="left" valign="top">Conflict resolution skills</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref28">Elledge et al. (2010)</xref>,<break/><xref ref-type="bibr" rid="ref83">Nixon and Werner (2010)</xref>,<break/><xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref>,<break/><xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>,<break/><xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>,<break/><xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref>,<break/><xref ref-type="bibr" rid="ref38">Green et al. (2022)</xref>,<break/><xref ref-type="bibr" rid="ref12">Butler et al. (2024)</xref></td>
<td align="left" valign="top">-School Experiences Questionnaire (<xref ref-type="bibr" rid="ref9105">Kochenderfer&#x2010;Ladd 2004</xref>).<break/>- Social Competence with Peers Questionnaire-Parent (SCPQ-P); <xref ref-type="bibr" rid="ref9111">Spence (1995)</xref>.<break/>-Self-Perception Profile for Children Survey (<xref ref-type="bibr" rid="ref42">Harter, 1985</xref>)<break/>-Generalized Perception of Peers scale; <xref ref-type="bibr" rid="ref9030">Williams and Guerra (2007)</xref>.<break/>Problem-Solving Skills subscale from National Life Skills Evaluation System scales, (<xref ref-type="bibr" rid="ref77">Mincemoyer and Perkins, 2005</xref>)<break/>-Bystander Intervention Survey by <xref ref-type="bibr" rid="ref9022">Nebraska Consortium (2014)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">Connectedness</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref74">McQuillin et al. (2011)</xref>,<break/><xref ref-type="bibr" rid="ref34">Gordon et al. (2013)</xref>,<break/><xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>,<break/><xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref>,<break/><xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref>,<break/><xref ref-type="bibr" rid="ref38">Green et al. (2022)</xref>,<break/><xref ref-type="bibr" rid="ref12">Butler et al. (2024)</xref></td>
<td align="left" valign="top">-The Hemingway: Measure of Adolescent Connectedness Survey (MAC Adolescent; <xref ref-type="bibr" rid="ref56">Karcher, 2005</xref>).<break/>-Cultural Connected Scale (CCS-Identity; <xref ref-type="bibr" rid="ref9027">Snowshoe et al., 2015</xref>).<break/>The Sense of Relatedness subscale,<break/>-School Bonding Scale (<xref ref-type="bibr" rid="ref43">Hawkins et al., 2001</xref>)<break/>-Student Resilience Survey; <xref ref-type="bibr" rid="ref9106">Lereya et al. (2016)</xref></td>
</tr>
<tr>
<td align="left" valign="top">Social skills and relationship support</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>,<break/><xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>,<break/><xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref>,<break/><xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref><break/><xref ref-type="bibr" rid="ref12">Butler et al. (2024)</xref></td>
<td align="left" valign="top">- Subsection of the Parent-Peer Attachment Inventory (<xref ref-type="bibr" rid="ref4">Armsden and Greenberg, 1987</xref>).<break/>-Self-Perception Profile for Children Survey (H-arter, 1985)<break/>- California Healthy Kids Survey (Hanson and Kim, 2007).<break/>-Data collected through semi-structured interview<break/>- Student Engagement Instrument (The SEI (<xref ref-type="bibr" rid="ref9001">Appleton et al., 2006)</xref><break/>-Generalized Perception of Peers scale; adapted from (<xref ref-type="bibr" rid="ref9030">Williams et al., 2007</xref>; <xref ref-type="bibr" rid="ref9025">Salmivalli et al., 2005</xref>).</td>
</tr>
<tr>
<td align="left" valign="top">Communication skills</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>,<break/><xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref>,<break/><xref ref-type="bibr" rid="ref38">Green et al. (2022)</xref>,</td>
<td align="left" valign="top">- Data collected through interview<break/>-Communication skills subscale from the National Life Skills Evaluation System scales, (<xref ref-type="bibr" rid="ref77">Mincemoyer and Perkins, 2005</xref>).</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Substance use and behavioral conduct</td>
<td align="left" valign="top">Delinquent behaviors</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref>,<break/><xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>,<break/><xref ref-type="bibr" rid="ref74">McQuillin et al. (2011)</xref>,<break/><xref ref-type="bibr" rid="ref58">Keller and Pryce (2012)</xref>,<break/><xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref>,<break/><xref ref-type="bibr" rid="ref51">Jablon and Lyons (2021)</xref></td>
<td align="left" valign="top">-The Self-report Delinquency Scale (<xref ref-type="bibr" rid="ref29">Elliott and Ageton, 1980</xref>)<break/>-<xref ref-type="bibr" rid="ref11">Brown et al. (1986)</xref>; adapted by <xref ref-type="bibr" rid="ref9109">Posner and Vandell (1994)</xref>.<break/>-The delinquency subscale of the YSR; <xref ref-type="bibr" rid="ref1">Achenbach et al. (2001)</xref>.<break/>-School records provided data on disciplinary actions<break/>- SAMHSA&#x2019;s Monitoring the Future measure of delinquency and misconduct (<xref ref-type="bibr" rid="ref9014">Johnston et al., 2000</xref>).</td>
</tr>
<tr>
<td align="left" valign="top">Alcohol and drug use</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref>,<break/><xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>,<break/><xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref>,<break/><xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref><break/><xref ref-type="bibr" rid="ref51">Jablon and Lyons (2021)</xref>,</td>
<td align="left" valign="top">- The Drug Use Disorders Identification Test (<xref ref-type="bibr" rid="ref6">Berman et al., 2007</xref>)<break/>-Self-Reported Behavior Index (<xref ref-type="bibr" rid="ref11">Brown et al., 1986</xref>).<break/>-Arizona Risk/Needs Assessment instrument (<xref ref-type="bibr" rid="ref9019">Krysik and LeCroy, 2002</xref>)<break/>-School records provided data on drug-related infractions</td>
</tr>
<tr>
<td align="left" valign="top">Aggressive attitude and behaviours</td>
<td align="left" valign="top"><xref ref-type="bibr" rid="ref83">Nixon and Werner (2010)</xref>,<break/><xref ref-type="bibr" rid="ref28">Elledge et al. (2010)</xref>,<break/><xref ref-type="bibr" rid="ref58">Keller and Pryce (2012)</xref>,<break/><xref ref-type="bibr" rid="ref51">Jablon and Lyons (2021)</xref>,<break/><xref ref-type="bibr" rid="ref12">Butler et al. (2024)</xref></td>
<td align="left" valign="top">- Normative beliefs about Aggression Scale originally developed by <xref ref-type="bibr" rid="ref9012">Huesmann and Guerras (1997)</xref>, adapted by <xref ref-type="bibr" rid="ref9112">Werner and Nixon (2005)</xref>.<break/>- Self-reports of aggression and victimization scale originally developed by (<xref ref-type="bibr" rid="ref9020">McDonald et al., 2000</xref>) and revised by Werner and Nixon, 2005.<break/>- School Experiences Questionnaire Scale (<xref ref-type="bibr" rid="ref9105">Kochenderfer-Ladd, 2004</xref>).<break/>-Subscale of the Youth Self Report (YSR) form of the Child Behavior Checklist (<xref ref-type="bibr" rid="ref1">Achenbach et al., 2001</xref>).<break/>-Schools reported data on bad behavior truancy, and violence.<break/>-Attitude toward Violence Scale (<xref ref-type="bibr" rid="ref9024">Project MVP, 2004</xref>).<break/>-Attitudes toward Women Scale</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="sec10">
<label>3.2.1</label>
<title>School functioning</title>
<p>In the context of this assessment, we conceptualized the domain more broadly to include any social and cognitive aspect of behavior that occurs at school and directly or indirectly affects the academic aspects of an educational program (<xref ref-type="bibr" rid="ref35">Gorodzinsky et al., 2011</xref>). Within this outcome domain, five subdomains constructed for program assessment. Students&#x2019; academic performance was assessed most frequently in 18 studies: <xref ref-type="bibr" rid="ref16">Choi and Lemberger (2010)</xref>; <xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref>; <xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>; <xref ref-type="bibr" rid="ref74">McQuillin et al. (2011)</xref>; <xref ref-type="bibr" rid="ref94">Schwartz et al., 2012</xref>; <xref ref-type="bibr" rid="ref84">N&#x00FA;&#x00F1;ez et al. (2013)</xref>; <xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o (2014)</xref>; <xref ref-type="bibr" rid="ref5">Bayer et al. (2015)</xref>; <xref ref-type="bibr" rid="ref105">Wasburn-Moses and Noltemeyer (2018)</xref>; <xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>; <xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref>; <xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref>; <xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref>; <xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref>; <xref ref-type="bibr" rid="ref15">Chan et al. (2020)</xref>; <xref ref-type="bibr" rid="ref51">Jablon and Lyons (2021)</xref>; <xref ref-type="bibr" rid="ref73">McQuillin and McDaniel (2021)</xref>; and <xref ref-type="bibr" rid="ref67">Martins et al. (2024)</xref>. These studies employed academic achievement assessment test, academic credit earned, and Grade Point Average (GPA) to measure students&#x2019; academic performance.</p>
<p>This was followed by school discipline, which were assessed in nine studies: <xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>, <xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref>; <xref ref-type="bibr" rid="ref34">Gordon et al. (2013)</xref>; <xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o (2014)</xref>; <xref ref-type="bibr" rid="ref106">Wasburn-Moses et al. (2015)</xref>; <xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref>; <xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref>; <xref ref-type="bibr" rid="ref73">McQuillin and McDaniel (2021)</xref>, and <xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref>. School discipline was measured using the dropout prediction index, the students&#x2019; rule compliance and prosocial behaviors in school scale, and teacher-reported data on the number of out-of-school suspensions and unexcused absences. Learning skills and abilities were assessed in seven studies: <xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>, <xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref>; <xref ref-type="bibr" rid="ref84">N&#x00FA;&#x00F1;ez et al. (2013)</xref>; <xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o (2014)</xref>, <xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref>; <xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref>, and <xref ref-type="bibr" rid="ref67">Martins et al. (2024)</xref>. Students learning skills and abilities were measured using the subscale of the self-perception profile for children, the subscale of learning and performance orientation, the perceived competence in learning scale, and the self-regulated learning strategies scales. Additionally, qualitative data were obtained via semi-structured interviews.</p>
<p>Classroom effort and affect were assessed in five studies: <xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>; <xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref>; <xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref>; <xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref>, and <xref ref-type="bibr" rid="ref67">Martins et al. (2024)</xref>. Classroom effort and affect were measured using a subscale of the dropout prediction index, a subscale of the research assessment package for schools&#x2013;teachers, and the student engagement scale. In four studies, <xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref>, <xref ref-type="bibr" rid="ref61">Larose et al. (2018)</xref>, <xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref>, and <xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref> assessed attitudes and values toward school. These were measured using a subscale of the school bonding scale, the school value scale, the learning and performance orientation questionnaire, and the mastery goal scale of the achievement goal questionnaire. In addition, data were gathered through semi-structured interviews as part of the qualitative assessment (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
</sec>
<sec id="sec11">
<label>3.2.2</label>
<title>Psychosocial well-being</title>
<p>Psychosocial well-being includes emotional, psychological, social, and collective well-being (<xref ref-type="bibr" rid="ref66">Martikainen et al., 2002</xref>) and is defined as mental health, social adaptation, or a combination of both (<xref ref-type="bibr" rid="ref59">King et al., 2009</xref>). Within this outcome domain, five sub-domains constructed for program assessment: Self-esteem and self-efficacy were assessed in eight studies: <xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>; <xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref>, <xref ref-type="bibr" rid="ref84">N&#x00FA;&#x00F1;ez et al. (2013)</xref>; <xref ref-type="bibr" rid="ref5">Bayer et al. (2015)</xref>; <xref ref-type="bibr" rid="ref61">Larose et al. (2018)</xref>; <xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref>; <xref ref-type="bibr" rid="ref12">Butler et al. (2024)</xref>, and <xref ref-type="bibr" rid="ref67">Martins et al. (2024)</xref>. Students&#x2019; self-esteem and self-efficacy were measured using the Global Self Worth Scale; the subscale of the Self Esteem Questionnaire; the Children&#x2019;s Multidimensional Self-Efficacy Scale; Scholastic Efficacy Beliefs; the Scale of Perceptions of Competence in Life Domains; the Slaby Bystander Efficacy Scale; and the Patterns of Adaptive Learning Scale. Additionally, qualitative data were collected through semi-structured interviews. This was followed by assessing emotional and psychological disorders in six studies: <xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref>; <xref ref-type="bibr" rid="ref58">Keller and Pryce (2012)</xref>; <xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>; <xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref>; <xref ref-type="bibr" rid="ref38">Green et al. (2022)</xref>, and <xref ref-type="bibr" rid="ref73">McQuillin and McDaniel (2021)</xref> that measured using various instruments including the Youth Self-Report Scale, Depression Scale, Children&#x2019;s Depression Inventory, Mental Health Continuum, subscales of the Difficulties in Emotional Regulation Scale (impulse and clarity), and self-report personality measures.</p>
<p>Subsequently, future aspirations and goals were assessed in six studies: <xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref>; <xref ref-type="bibr" rid="ref61">Larose et al. (2018)</xref>; <xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref>; <xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref>; <xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref>, and <xref ref-type="bibr" rid="ref67">Martins et al. (2024)</xref>. These studies measured outcomes using the students&#x2019; engagement scale, the optimism subscale, and the Mastery goal scale of the achievement goal. Qualitative data were also collected through semi-structured interviews. Life satisfaction was assessed in five studies: <xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref>; <xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref><xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref>; <xref ref-type="bibr" rid="ref73">McQuillin and McDaniel (2021)</xref>, and <xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref>, using the self-anchoring striving scale, the student&#x2019;s life satisfaction scale, and the satisfaction with life scale. Additionally, data were also gathered through semi-structured interviews in qualitative studies.</p>
<p>Coping and hoping skills assessed in four studies: <xref ref-type="bibr" rid="ref58">Keller and Pryce (2012)</xref>; <xref ref-type="bibr" rid="ref61">Larose et al. (2018)</xref>; <xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref>, and <xref ref-type="bibr" rid="ref38">Green et al. (2022)</xref> through subscale of the youth&#x2013;mentor relationship questionnaire, coping scale for children and youth, elementary school motivation scale, three principles inventory for youth, and subscales from the resiliency scales for children and adolescents. (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
</sec>
<sec id="sec12">
<label>3.2.3</label>
<title>Social and interpersonal functioning</title>
<p>The definitions of social and interpersonal functioning remain inconsistent due to differences in a young person&#x2019;s quantity or quality of peer relationships, their ability to engage effectively in social interactions, and their ability to resolve potential conflicts to maintain interpersonal relationships (<xref ref-type="bibr" rid="ref10">Brissos et al., 2011</xref>; <xref ref-type="bibr" rid="ref18">Cornblatt et al., 2007</xref>). In this study, we conceptualized the domain as an individual&#x2019;s ability to engage with others, establish and maintain relationships, and navigate social situations. Within this outcome domain, four sub-domains were constructed for program assessment.</p>
<p>Conflict resolution skills were assessed in eight studies: <xref ref-type="bibr" rid="ref28">Elledge et al. (2010)</xref>, <xref ref-type="bibr" rid="ref83">Nixon and Werner (2010)</xref>, <xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref>, <xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>, <xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>, <xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref>, <xref ref-type="bibr" rid="ref38">Green et al. (2022)</xref>, and <xref ref-type="bibr" rid="ref12">Butler et al. (2024)</xref>. These assessments utilized various tools, including the school experiences questionnaire, the social competence with peers questionnaire-parent, the self-perception profile for children survey, the generalized perception of peers scale, the problem-solving skills subscale from the national life skills evaluation system scales, and the bystander intervention survey. Following this, connectedness was assessed in seven studies: <xref ref-type="bibr" rid="ref74">McQuillin et al. (2011)</xref>; <xref ref-type="bibr" rid="ref34">Gordon et al. (2013)</xref>; <xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>; <xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref>; <xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref>; <xref ref-type="bibr" rid="ref38">Green et al. (2022)</xref>; and <xref ref-type="bibr" rid="ref12">Butler et al. (2024)</xref>. These studies employed various measures, including the Cultural Connectedness Scale, the Sense of Relatedness Subscale, the School Bonding Scale, the Student Resilience Survey, and a measure of adolescent connectedness. Social skills and relationship support were assessed in five studies: <xref ref-type="bibr" rid="ref74">McQuillin et al. (2011)</xref>, <xref ref-type="bibr" rid="ref34">Gordon et al. (2013)</xref>, <xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>, <xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref>, <xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref>, <xref ref-type="bibr" rid="ref38">Green et al. (2022)</xref>, and <xref ref-type="bibr" rid="ref12">Butler et al. (2024)</xref>. These studies utilized a subsection of the Parent-Peer Attachment Inventory, the Self-Perception Profile for Children, the California Healthy Kids Survey, the Student Engagement Instrument, and the Generalized Perception of Peers&#x2019; Scale. Qualitative data were gathered through semi-structured interviews. Additionally, communication skills were assessed in three studies: <xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref>, <xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref>, and <xref ref-type="bibr" rid="ref38">Green et al. (2022)</xref>, using the communication skills subscale from the National Life Skills Evaluation System scales, and with qualitative data collected through interviews (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
</sec>
<sec id="sec13">
<label>3.2.4</label>
<title>Substance use and behavioral conduct</title>
<p>Substance use is defined as the harmful use of any substance for mood alteration, including alcohol, drugs, and cigarettes. Behavioral conduct is defined as behavioral problems that violate major rules, societal norms or laws (<xref ref-type="bibr" rid="ref82">Murray and Farrington, 2010</xref>). Three subdomains were constructed within this domain. Six studies assessed students&#x2019; delinquent behavior: <xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref>; <xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>; <xref ref-type="bibr" rid="ref74">McQuillin et al. (2011)</xref>; <xref ref-type="bibr" rid="ref58">Keller and Pryce (2012)</xref>; <xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref>; and <xref ref-type="bibr" rid="ref51">Jablon and Lyons (2021)</xref>. They used the Self-Report Delinquency Scale, the delinquency subscale of the Youth Self-Report, school disciplinary records, and the Monitoring the Future measure of delinquency and misconduct.</p>
<p>Drug and alcohol behaviors were assessed in five studies: <xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref>; <xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref>; <xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref>; <xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref>; and <xref ref-type="bibr" rid="ref51">Jablon and Lyons (2021)</xref>. These studies utilized the drug use disorders identification test, self-reported behavior index, risk assessment instrument, and school records, which provided data on drug-related infractions. Aggressive attitudes and behaviors were assessed in five studies: <xref ref-type="bibr" rid="ref83">Nixon and Werner (2010)</xref>; <xref ref-type="bibr" rid="ref28">Elledge et al. (2010)</xref>; <xref ref-type="bibr" rid="ref58">Keller and Pryce (2012)</xref>; <xref ref-type="bibr" rid="ref51">Jablon and Lyons (2021)</xref>; and <xref ref-type="bibr" rid="ref12">Butler et al. (2024)</xref>. These studies employed the normative beliefs about aggression scale, the self-reports of aggression and victimization scale, the school experiences questionnaire scale, the subscale of the youth self-report, school-reported data on bad behavior, truancy, and violence, the attitude toward violence scale, and the attitudes toward women scale (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
</sec>
</sec>
<sec id="sec14">
<label>3.3</label>
<title>The effectiveness of SBM programs</title>
<p>The majority of quantitative studies reported standardized effect size measures, specifically Cohen&#x2019;s d, which identified certain d values as indicative of small, medium, and large effects. Several studies have cited partial eta squared (&#x03B7;p<sup>2</sup>), and Eta squared (e.g., <xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o, 2014</xref>; <xref ref-type="bibr" rid="ref105">Wasburn-Moses and Noltemeyer, 2018</xref>), along with Hedges&#x2019; g (e.g., <xref ref-type="bibr" rid="ref46">Herrera et al., 2011</xref>; <xref ref-type="bibr" rid="ref37">Green et al., 2021</xref>; <xref ref-type="bibr" rid="ref38">Green et al., 2022</xref>) as measures of effect size. Cohen&#x2019;s d and Hedges&#x2019; g values are interpreted in a similar manner (e.g., small effect&#x202F;=&#x202F;0.2, medium effect&#x202F;=&#x202F;0.5, large effect&#x202F;=&#x202F;0.8). However, the interpretation of the partial eta squared (&#x03B7;<sup>2</sup><sub>p</sub>) is different: small effect&#x202F;=&#x202F;0.01, medium effect&#x202F;=&#x202F;0.06, large effect&#x202F;= &#x03B7;<sup>2</sup><sub>p</sub> &#x2265;&#x202F;0.14.</p>
<p>Few studies did not include a measure of effect size (e.g., <xref ref-type="bibr" rid="ref19">Crooks et al., 2017</xref>; <xref ref-type="bibr" rid="ref36">Goulet et al., 2018</xref>; <xref ref-type="bibr" rid="ref61">Larose et al., 2018</xref>; <xref ref-type="bibr" rid="ref51">Jablon and Lyons, 2021</xref>) despite reporting significant positive outcomes from the mentoring program. These studies primarily emphasized beta coefficients (<italic>&#x03B2;</italic>) and R-squared values derived from multivariate models to interpret the magnitude of these effects within their study contexts. For these studies, we used an Effect size calculator to compute effect sizes based on either the observed squared multiple correlations (R<sup>2</sup>) or the means and standard deviations of the treatment and control groups (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Impacts of the SBM programs.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Authors (Years)</th>
<th align="left" valign="top">Impacts of the mentoring program</th>
<th align="center" valign="top" colspan="2">Estimated Effect size</th>
<th align="left" valign="top">Program<break/>Effect</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1. <xref ref-type="bibr" rid="ref16">Choi and Lemberger (2010)</xref></td>
<td align="left" valign="top">Students who participated in the mentoring program scored at a higher level at the posttest and improved at a greater rate from pretest-to-posttest for both reading comprehension and mathematics.</td>
<td align="left" valign="top">Mathematic&#x202F;=&#x202F;0.29<break/>Reading comprehensio<italic>n</italic> =&#x202F;0.33</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Small</td>
</tr>
<tr>
<td align="left" valign="top">2. <xref ref-type="bibr" rid="ref28">Elledge et al. (2010)</xref></td>
<td align="left" valign="top">Results showed the efficacy of mentoring in that peers viewed bullied children as significantly less victimized following one semester of mentoring.</td>
<td align="left" valign="top">Reductions in peer victimizatio<italic>n</italic> =&#x202F;1.09</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Large</td>
</tr>
<tr>
<td align="left" valign="top">3. <xref ref-type="bibr" rid="ref83">Nixon and Werner (2010)</xref></td>
<td align="left" valign="top">Results revealed evidence of the effectiveness of the program for those early adolescents self-identified as highly relationally aggressive or relationally victimized during the pretest.</td>
<td align="left" valign="top">Physical victimizatio<italic>n</italic> =&#x202F;0.67<break/>Relational victimizatio<italic>n</italic> =&#x202F;1.03<break/>Physically aggressive&#x202F;=&#x202F;0.15<break/>Relationally aggressive&#x202F;=&#x202F;0.99</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Medium to Large<break/>Large to small</td>
</tr>
<tr>
<td align="left" valign="top">4. <xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref></td>
<td align="left" valign="top">A relatively low statistical power precludes any definite conclusions about program effectiveness</td>
<td align="left" valign="top">Depressive symptomatology&#x202F;=&#x202F;0.19<break/>Life satisfactio<italic>n</italic> =&#x202F;&#x2212; 0.25<break/>Delinquent behaviors =&#x202F;0.16<break/>Alcohol and drug use =&#x202F;&#x2212; 0.18<break/>Social skills&#x202F;=&#x202F;&#x2212;0.05</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Small</td>
</tr>
<tr>
<td align="left" valign="top">5. <xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref></td>
<td align="left" valign="top">Mentored youth performed better academically, had more positive perceptions of their own academic abilities. However, they did not show improvements in classroom effort, self-worth, relationships with parents, teachers or peers, or rates of problem behavior.</td>
<td align="left" valign="top">Academic performance&#x202F;=&#x202F;0.09<break/>Unexcused absent&#x202F;=&#x202F;&#x2212;0.26<break/>Learning skills and abilities&#x202F;=&#x202F;0.11<break/>Classroom effort and affect&#x202F;=&#x202F;0.07<break/>Delinquent behavior&#x202F;=&#x202F;0.05<break/>Alcohol and drug use&#x202F;=&#x202F;0.11<break/>Self-worth&#x202F;=&#x202F;0.03<break/>Social skills and relationship support&#x202F;=&#x202F;0.04</td>
<td align="left" valign="top">Hedges&#x2019; g</td>
<td align="left" valign="top">Small</td>
</tr>
<tr>
<td align="left" valign="top">6. <xref ref-type="bibr" rid="ref74">McQuillin et al. (2011)</xref></td>
<td align="left" valign="top">Results showed that this brief, school-based mentoring intervention produced no significant benefits in terms of school connectedness, teacher connectedness, or school referrals.</td>
<td align="center" valign="top" colspan="3">Not effective</td>
</tr>
<tr>
<td align="left" valign="top">7. <xref ref-type="bibr" rid="ref58">Keller and Pryce (2012)</xref></td>
<td align="left" valign="top">Students in mentoring group showed statistically significant reductions in depressive symptoms and aggressive behaviors during the school year.</td>
<td align="left" valign="top">Depressive symptoms&#x202F;=&#x202F;&#x2212;0.72<break/>Aggressive behaviors&#x202F;=&#x202F;&#x2212;0.36<break/>Delinquent behavior&#x202F;=&#x202F;0.02</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Medium to Small</td>
</tr>
<tr>
<td align="left" valign="top">8. <xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref></td>
<td align="left" valign="top">There was no evidence of benefits from the program and some evidence of negative effects on academic outcomes. The impact of SBM on academic outcomes is moderated by the time of day that matches meet.</td>
<td align="center" valign="top" colspan="3">Not effective</td>
</tr>
<tr>
<td align="left" valign="top">9. <xref ref-type="bibr" rid="ref34">Gordon et al. (2013)</xref></td>
<td align="left" valign="top">Results revealed that compared to control students, SBM program participants had significantly fewer unexcused absences (with moderate effect size) and discipline referrals (with large effect size) and reported significantly higher scores on four measures of connectedness</td>
<td align="left" valign="top">Unexcused absences&#x202F;=&#x202F;0.60<break/>Discipline Referrals&#x202F;=&#x202F;1.84<break/>Connectedness&#x202F;=&#x202F;0.48&#x2013;0.05</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Medium to large<break/>Medium to small</td>
</tr>
<tr>
<td align="left" valign="top">10. <xref ref-type="bibr" rid="ref84">N&#x00FA;&#x00F1;ez et al. (2013)</xref></td>
<td align="left" valign="top">Results indicated that participation in the mentoring program led to significant improvements with regard to all the dependent variables after the 9-month intervention, and significant effects had been observed at 6&#x202F;months for some variables.</td>
<td align="left" valign="top">Academic performance&#x202F;= 0.34<break/>Self- regulated learning&#x202F;=&#x202F;0 0.98<break/>Self-efficacy&#x202F;= 0.73</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Medium to small</td>
</tr>
<tr>
<td align="left" valign="top">11. <xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o (2014)</xref></td>
<td align="left" valign="top">Results revealed that mentoring was moderately effective in improving mentees&#x2019; grades and GPA and reducing the number of unexcused absences compared to equivalent non-mentored students. In addition, Students&#x2019; perceived competence in learning may moderate the effectiveness of the SBM program in improving school performance.</td>
<td align="left" valign="top">Disciplinary referrals&#x202F;=&#x202F;0.04<break/>Unexcused absences&#x202F;=&#x202F;0.02<break/>GPA&#x202F;= 0.10</td>
<td align="left" valign="top"><italic>Partial Eta Squared &#x03B7;<sub>p</sub><sup>2</sup></italic></td>
<td align="left" valign="top">Medium</td>
</tr>
<tr>
<td align="left" valign="top">12. <xref ref-type="bibr" rid="ref5">Bayer et al. (2015)</xref></td>
<td align="left" valign="top">The SBM program had no discernable effect on a students&#x2019; end-of-school-year academic outcomes.</td>
<td align="left" valign="top">Academic performance&#x202F;=&#x202F;0.13<break/>Efficacy beliefs&#x202F;=&#x202F;0.18</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Small</td>
</tr>
<tr>
<td align="left" valign="top">13. <xref ref-type="bibr" rid="ref105">Wasburn-Moses and Noltemeyer (2018)</xref></td>
<td align="left" valign="top">Evidence revealed significant improvements in GPA and credits earned; furthermore, significant improvements in total disciplinary incidents emerged in some of the analyses.</td>
<td align="left" valign="top">Credit earned (grade 9 and 10)&#x202F;=&#x202F;0.142&#x2013;0.292<break/>GPA (grade 9 and 10)&#x202F;= 0.193&#x2013;0.381<break/>Discipline (grade 10)&#x202F;=&#x202F;0.122</td>
<td align="left" valign="top"><italic>Partial</italic>
<break/>
<italic>Eta Squared &#x03B7;<sup>2</sup></italic></td>
<td align="left" valign="top">Small</td>
</tr>
<tr>
<td align="left" valign="top">14. <xref ref-type="bibr" rid="ref19">Crooks et al. (2017)</xref></td>
<td align="left" valign="top">Quantitative findings were affirmed by the qualitative description of the positive impact the program had on participants&#x2019; self-confidence, interpersonal relationships, coping/conflict resolution skills and cultural connectedness.</td>
<td align="left" valign="top">Life satisfactio<italic>n</italic> =&#x202F;0.28<break/>Cultural identity&#x202F;=&#x202F;0.29</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Small</td>
</tr>
<tr>
<td align="left" valign="top">15. <xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref></td>
<td align="left" valign="top">The program did not have any statistically significant impacts on outcome measures</td>
<td align="center" valign="top" colspan="3">Not effective</td>
</tr>
<tr>
<td align="left" valign="top">16. <xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref></td>
<td align="left" valign="top">This evaluation study supports the relevance of every component of the mentoring program to favor engagement in school and academic achievement among at-risk elementary and secondary school students.</td>
<td align="left" valign="top">Elementary Schools:<break/>Academic performance&#x202F;=&#x202F;0.99<break/>Behavioral engagement&#x202F;=&#x202F;0.42<break/>Cognitive engagement&#x202F;=&#x202F;0.43<break/>Affective Engagement:0.36<break/>Secondary Schools:<break/>Behavioral engagement&#x202F;=&#x202F;&#x2212;236<break/>Cognitive engagement&#x202F;=&#x202F;0.58<break/>Academic performance&#x202F;=&#x202F;4.75</td>
<td align="left" valign="top"><italic>Coefficient (&#x03B2;)</italic></td>
<td align="left" valign="top">Medium to small</td>
</tr>
<tr>
<td align="left" valign="top">17. <xref ref-type="bibr" rid="ref61">Larose et al. (2018)</xref></td>
<td align="left" valign="top">The mentoring program, particularly the quality of the relationship, has a significant effect on students&#x2019; academic adjustment during the transition from elementary to high school.</td>
<td align="left" valign="top">Academic adjustment&#x202F;=&#x202F;0.56</td>
<td/>
<td align="left" valign="top">Medium</td>
</tr>
<tr>
<td align="left" valign="top">18. <xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref></td>
<td align="left" valign="top">Results showed that youth mentoring relationship quality was associated with small to medium effects on outcomes.</td>
<td align="left" valign="top">Academic performance&#x202F;= 0.02&#x2013;0.34<break/>School bonding&#x202F;=&#x202F;0.13<break/>Delinquency&#x202F;=&#x202F;0.39<break/>Misconduct&#x202F;=&#x202F;0.13</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Medium to small</td>
</tr>
<tr>
<td align="left" valign="top">19. <xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref></td>
<td align="left" valign="top">The program showed positive effects on academic performance, building academic skills, educational motivation, communication with teacher, educational value, and wellbeing of students.</td>
<td align="center" valign="top" colspan="2">Qualitative study</td>
<td align="left" valign="top">Effective</td>
</tr>
<tr>
<td align="left" valign="top">20. <xref ref-type="bibr" rid="ref15">Chan et al. (2020)</xref></td>
<td align="left" valign="top">The results revealed that group mentoring promote academic outcomes associated with high-school graduation, including credits earned and instructional time.</td>
<td align="left" valign="top">Instructional time (grade 9 and 10)&#x202F;=&#x202F;0.10&#x2013;0.13<break/>Credits earned (grade 9 and 10)&#x202F;=&#x202F;0.30&#x2013;0.31<break/>GPA (grade 9 and 10)&#x202F;=&#x202F;0.03&#x2013;0.07</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Small</td>
</tr>
<tr>
<td align="left" valign="top">21. <xref ref-type="bibr" rid="ref51">Jablon and Lyons (2021)</xref></td>
<td align="left" valign="top">The results revealed a&#x202F;noticeable&#x202F;positive&#x202F;pattern i<italic>n</italic> both&#x202F;academic&#x202F;and&#x202F;behavioral&#x202F;outcomes.</td>
<td align="left" valign="top">Academic performance&#x202F;=&#x202F;0 0.179<break/>Delinquency&#x202F;=&#x202F;&#x2212; 0.298<break/>Aggressive behaviors&#x202F;=&#x202F;&#x2212; 0.152</td>
<td align="left" valign="top"><italic>Coefficient (&#x03B2;)</italic></td>
<td align="left" valign="top">Small</td>
</tr>
<tr>
<td align="left" valign="top">22. <xref ref-type="bibr" rid="ref37">Green et al. (2021)</xref></td>
<td align="left" valign="top">Findings from this study provided support for the effectiveness of the program. The mentoring program positively impacted students&#x2019; self-reported resilience, emotional regulation, and communication and decision- making skills</td>
<td align="left" valign="top">Communication, Decision Making and Problem Solving&#x202F;=&#x202F;0.58&#x2013;0.80<break/>Emotional regulatio<italic>n</italic> =&#x202F;1.31<break/>Resiliency&#x202F;=&#x202F;0.68 to 0.81</td>
<td align="left" valign="top"><italic>Hedges&#x2019; g</italic></td>
<td align="left" valign="top">Medium to large</td>
</tr>
<tr>
<td align="left" valign="top">23. <xref ref-type="bibr" rid="ref73">McQuillin and McDaniel (2021)</xref></td>
<td align="left" valign="top">Results suggested that students randomly assigned to the mentoring program demonstrated significantly improved math grades and decreases in referrals to the office for behavioral challenges as well as decreases in self-reported school problems and emotional symptoms, as compared with students in the control group</td>
<td align="left" valign="top">Academic performance&#x202F;=&#x202F;0.42<break/>Life satisfactio<italic>n</italic> =&#x202F;0.24<break/>Lower Emotional Symptoms&#x202F;=&#x202F;&#x2212;0.34<break/>Discipline&#x202F;=&#x202F;0.11</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Medium to small</td>
</tr>
<tr>
<td align="left" valign="top">24. <xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref></td>
<td align="left" valign="top">The SBM intervention were significantly associated with both improvements and declines in mentee social&#x2013;emotional, behavioral, and academic outcomes.</td>
<td align="center" valign="top" colspan="3">Not effective</td>
</tr>
<tr>
<td align="left" valign="top">25. <xref ref-type="bibr" rid="ref38">Green et al. (2022)</xref></td>
<td align="left" valign="top">Results from this study provide initial evidence for the efficacy of the program with high school age<break/>youth and demonstrated the positive effects of the program on the development of emotional and interpersonal capacity.</td>
<td align="left" valign="top">Communication, problem-solving, decision-making skills&#x202F;=&#x202F;0.57&#x2013;0.72<break/>Emotional regulatio<italic>n</italic> =&#x202F;0.68<break/>Resiliency&#x202F;=&#x202F;0.57&#x2013;0.72</td>
<td align="left" valign="top"><italic>Hedges&#x2019; g</italic></td>
<td align="left" valign="top">Medium</td>
</tr>
<tr>
<td align="left" valign="top">26. <xref ref-type="bibr" rid="ref12">Butler et al. (2024)</xref></td>
<td align="left" valign="top">Qualitative findings showed that mentees enjoyed the concept of the program, however, no significant changes in program aimed outcomes were observed</td>
<td align="center" valign="top" colspan="3">Not effective</td>
</tr>
<tr>
<td align="left" valign="top">27. <xref ref-type="bibr" rid="ref67">Martins et al. (2024)</xref></td>
<td align="left" valign="top">Results indicated that students who participated in the mentoring program showed significantly higher levels of Self-Regulated Learning, emotional and cognitive engagement, and Goal setting than students from the control group,</td>
<td align="left" valign="top">Self-Regulated Learning&#x202F;=&#x202F;0.30<break/>Classroom efforts&#x202F;=&#x202F;0.28<break/>Performances&#x202F;=&#x202F;0.51<break/>Goal setting&#x202F;=&#x202F;0.23</td>
<td align="left" valign="top"><italic>Cohens d</italic></td>
<td align="left" valign="top">Medium to small</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Most studies (<italic>n</italic> =&#x202F;23) found that SBM interventions were effective for at least one outcome. Among the 27 studies, one study indicated a large effect size (<xref ref-type="bibr" rid="ref28">Elledge et al., 2010</xref>). <xref ref-type="bibr" rid="ref67">Martins et al. (2024)</xref> also reported a large effect size across all dependent variables; however, when considered individually, the effect sizes were medium to small, depending on the dependent variable. Three studies reported large to medium effect sizes for at least one outcome measure (<xref ref-type="bibr" rid="ref83">Nixon and Werner, 2010</xref>; <xref ref-type="bibr" rid="ref34">Gordon et al., 2013</xref>; <xref ref-type="bibr" rid="ref37">Green et al., 2021</xref>), two studies reported medium effect sizes (<xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o, 2014</xref>; <xref ref-type="bibr" rid="ref38">Green et al., 2022</xref>), seven studies reported medium to small effect sizes (<xref ref-type="bibr" rid="ref58">Keller and Pryce, 2012</xref>; <xref ref-type="bibr" rid="ref34">Gordon et al., 2013</xref>; <xref ref-type="bibr" rid="ref84">N&#x00FA;&#x00F1;ez et al., 2013</xref>; <xref ref-type="bibr" rid="ref36">Goulet et al., 2018</xref>; <xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref>; <xref ref-type="bibr" rid="ref73">McQuillin and McDaniel, 2021</xref>; <xref ref-type="bibr" rid="ref67">Martins et al., 2024</xref>), and eight reported small effect sizes (<xref ref-type="bibr" rid="ref16">Choi and Lemberger, 2010</xref>; <xref ref-type="bibr" rid="ref8">Bodin and Leifman, 2011</xref>; <xref ref-type="bibr" rid="ref46">Herrera et al., 2011</xref>; <xref ref-type="bibr" rid="ref5">Bayer et al., 2015</xref>; <xref ref-type="bibr" rid="ref105">Wasburn-Moses and Noltemeyer, 2018</xref>; <xref ref-type="bibr" rid="ref19">Crooks et al., 2017</xref>; <xref ref-type="bibr" rid="ref15">Chan et al., 2020</xref>; <xref ref-type="bibr" rid="ref51">Jablon and Lyons, 2021</xref>). Five studies showed no positive changes resulting from mentoring, precluding any conclusions about program effectiveness (<xref ref-type="bibr" rid="ref74">McQuillin et al., 2011</xref>; <xref ref-type="bibr" rid="ref94">Schwartz et al., 2012</xref>; <xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref>; <xref ref-type="bibr" rid="ref2">Alwani et al., 2023</xref>; <xref ref-type="bibr" rid="ref12">Butler et al., 2024</xref>) (<xref ref-type="table" rid="tab3">Table 3</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec15">
<label>4</label>
<title>Discussion</title>
<p>Previous studies have focused on the effectiveness of mentoring programs for youth through review studies and meta-analyses (e.g., <xref ref-type="bibr" rid="ref107">Wheeler et al., 2010</xref>; <xref ref-type="bibr" rid="ref109">Wood and Mayo-Wilson, 2012</xref>; <xref ref-type="bibr" rid="ref102">Tolan et al., 2014</xref>). This review is the first to survey the peer-reviewed mentoring literature to identify outcome domains and measure priorities among researchers and evaluators. This study contributes to the existing body of research by shedding light on the wide range of outcome measures applied to assess program effectiveness. Additionally, it highlights potential areas that may require the development of new measures to better capture the outcomes of mentoring programs and their impact on students. Employing an SLR method, the resulting studies were categorized into four dimensions based on their frequency of use in the literature: school functioning, psychological well-being, social and interpersonal functioning, substance use, and behavioral conduct.</p>
<p>School functioning remains the primary focus of SBM evaluation. Certain outcome domains, particularly those directly observable within the school environment, are well-suited to SBM program evaluation. These programs are typically designed to support students&#x2019; academic and social development. Mentoring outcomes such as academic performance and classroom behavior align directly with these goals, making them relevant for assessing program effectiveness. Furthermore, the visible program outcomes for teachers, parents, and other stakeholders can foster support for the program through their transparency.</p>
<p>Mentoring program outcome assessments are not always one-dimensional. Several studies have included multiple outcome domains to assess program success. For instance, <xref ref-type="bibr" rid="ref8">Bodin and Leifman (2011)</xref> and <xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref> assessed program success using four outcome domains in a single study, while in other studies, researchers assessed program success using three outcome domains (e.g., <xref ref-type="bibr" rid="ref94">Schwartz et al., 2012</xref>; <xref ref-type="bibr" rid="ref19">Crooks et al., 2017</xref>; <xref ref-type="bibr" rid="ref75">Meltzer et al., 2020</xref>; <xref ref-type="bibr" rid="ref73">McQuillin and McDaniel, 2021</xref>) or two outcome domains (e.g., <xref ref-type="bibr" rid="ref74">McQuillin et al., 2011</xref>; <xref ref-type="bibr" rid="ref58">Keller and Pryce, 2012</xref>; <xref ref-type="bibr" rid="ref84">N&#x00FA;&#x00F1;ez et al., 2013</xref>; <xref ref-type="bibr" rid="ref5">Bayer et al., 2015</xref>; <xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref>; <xref ref-type="bibr" rid="ref61">Larose et al., 2018</xref>; Lyons et al., 2018; <xref ref-type="bibr" rid="ref51">Jablon and Lyons, 2021</xref>; <xref ref-type="bibr" rid="ref37">Green et al., 2021</xref>; <xref ref-type="bibr" rid="ref2">Alwani et al., 2023</xref>; <xref ref-type="bibr" rid="ref38">Green et al., 2022</xref>; <xref ref-type="bibr" rid="ref12">Butler et al., 2024</xref>; <xref ref-type="bibr" rid="ref67">Martins et al., 2024</xref>). The inclusion of multiple outcome domains suggests that SBM programs have the potential to address various aspects of youth functioning and enhance or develop multiple policy-relevant outcomes.</p>
<p>While some mentoring programs adopt a more holistic, multidimensional approach to youth development, others may take a deficit-based approach, focusing specifically on perceived problematic or risk behaviors and measuring only a targeted outcome. In some successful programs, mentoring assessment is unidimensional, targeting a single domain. For instance, studies conducted by <xref ref-type="bibr" rid="ref16">Choi and Lemberger (2010)</xref>, <xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o (2014)</xref>, <xref ref-type="bibr" rid="ref105">Wasburn-Moses and Noltemeyer (2018)</xref>, <xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref>, and <xref ref-type="bibr" rid="ref15">Chan et al. (2020)</xref> focused exclusively on the school functioning domain, while <xref ref-type="bibr" rid="ref28">Elledge et al. (2010)</xref> assessed only substance use and the behavioral domain. The primary objectives and focus of an SBM program, student demographics, perspectives of teachers and mentors, and the specific context of the school&#x2014;including its resources and existing programs&#x2014;all play a role in determining the selection of the outcome domain (<xref ref-type="bibr" rid="ref27">DuBois et al., 2011</xref>; <xref ref-type="bibr" rid="ref91">Rhodes, 2008</xref>; <xref ref-type="bibr" rid="ref97">Snyder et al., 1997</xref>).</p>
<p>One notable finding from our review is that only a few studies explicitly articulated the program theory or theoretical perspectives underlying their hypotheses. The lack of theoretical underpinning may explain why a wide range of outcomes were included in a relatively small number of studies (<italic>n</italic> =&#x202F;27). Outcome measures must be theoretically grounded and reliable across demographic groups. Decisions regarding these measures in mentoring programs should indeed be guided by the program&#x2019;s theory of change or logic model, ensuring that the program remains measurable and adaptable (<xref ref-type="bibr" rid="ref108">Wolf and Brenning, 2023</xref>). Without a clear theoretical basis guiding their inquiry, many studies have relied solely on previous empirical evidence to support their choice of outcomes, which has evolved over time. For instance, earlier studies have found no significant impact of mentoring on outcomes such as academic performance and self-esteem (<xref ref-type="bibr" rid="ref94">Schwartz et al., 2012</xref>). However, more recent studies have demonstrated the positive influence of mentoring on students&#x2019; academic competence, school engagement, and enhanced self-esteem (<xref ref-type="bibr" rid="ref67">Martins et al., 2024</xref>).</p>
<p>The findings further highlight the need for greater attention to program outcomes regarded as more subjective (e.g., attitudes and values) in addition to the more objective (e.g., behavior, academic performance) outcomes that tend to be of greater interest to policymakers. Attitudes and values have been shown to play an important role in shaping behavior; their importance is well-established and reflected in widely tested theories of behavior change, such as Ajzen and Fishbein&#x2019;s Theory of Planned Behavior. Incorporating attitudinal factors into the design and evaluation of program outcomes is particularly relevant for behaviors influenced by a strong foundation of knowledge and favorable attitudes toward those behaviors (<xref ref-type="bibr" rid="ref21">Daly et al., 2019</xref>).</p>
<p>Mentoring was primarily measured quantitatively through self-administered surveys of youth program participants and/or mentors. Each measurement approach presents distinct strengths and limitations that researchers must critically evaluate when designing their studies. For example, while quantitative measures can provide objective data that quantify program success, they might miss the details of participant experiences and the qualitative aspects of mentoring relationships. To thoroughly evaluate the effectiveness of mentoring programs, assessment tools should employ a variety of measurement techniques to capture a comprehensive understanding of mentorship outcomes. These may include quantitative measures, such as surveys and scales, to evaluate youth&#x2019;s social&#x2013;emotional development, academic performance, and other relevant outcomes, alongside qualitative approaches that gather insights from youth, mentors, and program coordinators through interviews and focus groups. This methodological diversity not only enriches the evaluation but also helps identify areas for improvement and success (<xref ref-type="bibr" rid="ref89">Rhodes, 2002</xref>; <xref ref-type="bibr" rid="ref22">Davis and Barlow, 2016</xref>; <xref ref-type="bibr" rid="ref49">Holt and Wyrick, 2020</xref>).</p>
<p>Most studies employed pre-validated measures and surveys that had been rigorously tested for reliability and validity. These standardized tools can be utilized across various mentoring initiatives, enabling researchers and program administrators to collect consistent data across different settings and populations. This approach facilitates a more consistent evaluation of effectiveness and simplifies the process of comparing and identifying patterns. It is important to note that although several scales have been developed to measure mentoring outcomes, such as those assessing self-esteem, social and interpersonal skills, there is currently a lack of measurement tools specifically designed to assess youth mentoring programs. Many existing scales are tailored to specific contexts or populations, which may not fully capture the range of experiences and outcomes associated with youth mentoring programs. Furthermore, the lack of comprehensive assessment tools can prevent youth mentoring programs from effectively demonstrating their impact to stakeholders or replicating successful models across settings.</p>
<p>Recognizing that mentoring programs can vary significantly in their practices and the characteristics of the youth they serve (<xref ref-type="bibr" rid="ref27">DuBois et al., 2011</xref>), it is crucial to implement measures that are not only pertinent to the program&#x2019;s specific context but also aligned with its goals and objectives. When developing new measures to address current gaps in mentoring program effectiveness, they should be tailored to the specific target groups, taking into account their unique needs and circumstances. This targeted approach not only enhances the relevance of the findings but also ensures that the measures accurately reflect the complex nature of the mentoring experience for participants.</p>
<sec id="sec16">
<label>4.1</label>
<title>SBM program impacts</title>
<p>This study supports the effectiveness of the SBM program in positively influencing youth&#x2019;s development. The program has proven effective in fostering positive outcomes across a diverse range of school populations, including elementary, primary, and secondary school students. Most studies highlighted significant gains in one or more outcome domains. It has successfully improved academic achievement (<xref ref-type="bibr" rid="ref16">Choi and Lemberger, 2010</xref>; <xref ref-type="bibr" rid="ref84">N&#x00FA;&#x00F1;ez et al., 2013</xref>; <xref ref-type="bibr" rid="ref106">Wasburn-Moses et al., 2015</xref>; <xref ref-type="bibr" rid="ref61">Larose et al., 2018</xref>; <xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref>; <xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref>; <xref ref-type="bibr" rid="ref73">McQuillin and McDaniel, 2021</xref>; <xref ref-type="bibr" rid="ref67">Martins et al., 2024</xref>), increased school engagement (<xref ref-type="bibr" rid="ref34">Gordon et al., 2013</xref>; <xref ref-type="bibr" rid="ref36">Goulet et al., 2018</xref>; <xref ref-type="bibr" rid="ref67">Martins et al., 2024</xref>), enhanced school attendance (<xref ref-type="bibr" rid="ref34">Gordon et al., 2013</xref>; <xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o, 2014</xref>), and self-regulated learning (<xref ref-type="bibr" rid="ref75">Meltzer et al., 2020</xref>; <xref ref-type="bibr" rid="ref67">Martins et al., 2024</xref>), and decreased disciplinary referrals (<xref ref-type="bibr" rid="ref34">Gordon et al., 2013</xref>; <xref ref-type="bibr" rid="ref72">McQuillin et al., 2021</xref>; <xref ref-type="bibr" rid="ref105">Wasburn-Moses and Noltemeyer, 2018</xref>). Evidence of the positive impact of mentoring on various school-related outcomes suggests the potential benefits of mentoring programs in enhancing students&#x2019; educational experiences. This could be due to the fact that SBM program are often employed to increase students&#x2019; academic performance and educational achievement (<xref ref-type="bibr" rid="ref26">DuBois and Karcher, 2014</xref>) resulting in stronger impact on school-related outcome domains.</p>
<p>The program also helped students develop a variety of skills, such as interpersonal communication, problem solving, and decision-making (<xref ref-type="bibr" rid="ref75">Meltzer et al., 2020</xref>; <xref ref-type="bibr" rid="ref37">Green et al., 2021</xref>, <xref ref-type="bibr" rid="ref38">2022</xref>). The results also highlight the effectiveness of the program in positively increasing youth self-esteem and self-efficacy (<xref ref-type="bibr" rid="ref84">N&#x00FA;&#x00F1;ez et al., 2013</xref>), resiliency (<xref ref-type="bibr" rid="ref37">Green et al., 2021</xref>, <xref ref-type="bibr" rid="ref38">2022</xref>), connectedness with peers, teachers, and family (<xref ref-type="bibr" rid="ref34">Gordon et al., 2013</xref>; <xref ref-type="bibr" rid="ref19">Crooks et al., 2017</xref>), mental health (<xref ref-type="bibr" rid="ref19">Crooks et al., 2017</xref>; <xref ref-type="bibr" rid="ref75">Meltzer et al. (2020)</xref>; Green et al.,2021, 2022;), and overall life satisfaction (<xref ref-type="bibr" rid="ref73">McQuillin and McDaniel, 2021</xref>). Additionally, this review analysis revealed that the program led to reductions in peer victimization (<xref ref-type="bibr" rid="ref28">Elledge et al., 2010</xref>; <xref ref-type="bibr" rid="ref83">Nixon and Werner, 2010</xref>), behavioral problems (<xref ref-type="bibr" rid="ref34">Gordon et al., 2013</xref>; <xref ref-type="bibr" rid="ref51">Jablon and Lyons, 2021</xref>), aggressive behavior (<xref ref-type="bibr" rid="ref83">Nixon and Werner, 2010</xref>; <xref ref-type="bibr" rid="ref58">Keller and Pryce, 2012</xref>; <xref ref-type="bibr" rid="ref51">Jablon and Lyons, 2021</xref>), delinquency (<xref ref-type="bibr" rid="ref64">Lyons et al., 2019</xref>), and depression among youth (<xref ref-type="bibr" rid="ref58">Keller and Pryce, 2012</xref>).</p>
<p>These findings are consistent with previous research and reviews (e.g., <xref ref-type="bibr" rid="ref74">McQuillin et al., 2011</xref>; <xref ref-type="bibr" rid="ref69">McArthur et al., 2017</xref>; <xref ref-type="bibr" rid="ref71">McCoy, 2017</xref>; <xref ref-type="bibr" rid="ref55">Karaferye, 2018</xref>; <xref ref-type="bibr" rid="ref39">Grey, 2019</xref>; <xref ref-type="bibr" rid="ref68">May et al., 2021</xref>; <xref ref-type="bibr" rid="ref52">Jefferson, 2022</xref>; <xref ref-type="bibr" rid="ref31">Feh&#x00E9;rv&#x00E1;ri and Varga, 2023</xref>; <xref ref-type="bibr" rid="ref92">Richardson, 2024</xref>; <xref ref-type="bibr" rid="ref103">Turgut and Tas&#x00E7;i, 2024</xref>), which demonstrate the positive impact of SBM programs on academic, social, and behavioral outcomes. Especially, SBM programs had a statistically significant positive effect on students&#x2019; school attendance, grade point average, social behavior, and discipline referrals (<xref ref-type="bibr" rid="ref69">McArthur et al., 2017</xref>; <xref ref-type="bibr" rid="ref71">McCoy, 2017</xref>; <xref ref-type="bibr" rid="ref68">May et al., 2021</xref>; <xref ref-type="bibr" rid="ref92">Richardson, 2024</xref>). Our findings also correspond with the literature (Moor, 2018; <xref ref-type="bibr" rid="ref88">Raposa et al., 2019</xref>; <xref ref-type="bibr" rid="ref57">Keller et al., 2020</xref>; <xref ref-type="bibr" rid="ref60">Kuperminc et al., 2020</xref>), indicating that the school functioning, self-esteem, and well-being of the mentored group significantly improved after mentoring.</p>
<p>Despite the positive effects of SBM, the program was not entirely successful in several studies (e.g., <xref ref-type="bibr" rid="ref8">Bodin and Leifman, 2011</xref>; <xref ref-type="bibr" rid="ref74">McQuillin et al., 2011</xref>; <xref ref-type="bibr" rid="ref46">Herrera et al., 2011</xref>; <xref ref-type="bibr" rid="ref94">Schwartz et al., 2012</xref>; <xref ref-type="bibr" rid="ref5">Bayer et al., 2015</xref>; <xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref>; <xref ref-type="bibr" rid="ref2">Alwani et al., 2023</xref>; <xref ref-type="bibr" rid="ref12">Butler et al., 2024</xref>). In these studies, where mentoring failed to produce significant benefits, the main issue was program implementation fidelity (e.g., <xref ref-type="bibr" rid="ref8">Bodin and Leifman, 2011</xref>). <xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref> found that 39% of the participants reported that teachers did not consistently permit students to attend the mentoring program during school hours. As a result, the program was ineffective during school hours; however, when meetings occurred after school or during lunch, notable academic benefits were observed. In fact, the impact of SBM on academic outcomes was moderated by the time of day that matches met.</p>
<p>Another factor contributing to the program&#x2019;s ineffectiveness was mentors&#x2019; lack of knowledge and preparation for it, as highlighted by <xref ref-type="bibr" rid="ref5">Bayer et al. (2015)</xref>, <xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref>, and <xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref>. <xref ref-type="bibr" rid="ref2">Alwani et al. (2023)</xref> found that the mentoring program was associated with a decrease in students&#x2019; life satisfaction, self-esteem, behavioral engagement, and motivation to learn. The authors further elaborate that a mentoring program may fail when mentors discuss goals and academic challenges in ways that suppress the mentee&#x2019;s voice, potentially making the experience feel discouraging or unpleasant. <xref ref-type="bibr" rid="ref36">Goulet et al. (2018)</xref> emphasized that lower academic achievement in one elementary school was linked to program implementation issues, specifically in staff selection and training, which may have hindered effective program implementation. The negative outcomes or adverse effects of the program were linked to the program itself (<xref ref-type="bibr" rid="ref33">Foulkes and Stringaris, 2023</xref>). <xref ref-type="bibr" rid="ref94">Schwartz et al. (2012)</xref> also reported negative effects on students&#x2019; academic outcomes, suggesting that the program may inadvertently harm students. The evidence of potential harm highlights the need for careful implementation. SBM programs, while aimed to support young people, can sometimes lead to iatrogenic effects, causing harm rather than benefit. Therefore, addressing potential harm is crucial for designing and implementing effective mentoring programs in the future. To ensure the mentoring programs are effective, it is crucial to train mentors or hire those with specialized expertise and experience, particularly in facilitating discussions with students aimed at behavior change (<xref ref-type="bibr" rid="ref3">Ambrosetti, 2012</xref>; <xref ref-type="bibr" rid="ref55">Karaferye, 2018</xref>; <xref ref-type="bibr" rid="ref47">Hickman and Anderson, 2019</xref>).</p>
<p><xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref> observed that the timing of the program and variations in the target population contributed to the ineffectiveness of their programs. They also noted that significant challenges, including high student mobility, large mentor caseloads, and a lack of clear service differentiation between treatment and control groups, affected program quality, and consequently, students generally did not experience the program as intended. Additionally, <xref ref-type="bibr" rid="ref46">Herrera et al. (2011)</xref> noted that the mentoring program&#x2019;s limited effectiveness was related to program design and delivery, engagement levels, program evaluation, and methodological constraints in their study. Similarly, <xref ref-type="bibr" rid="ref12">Butler et al. (2024)</xref> noted methodological limitations in their study, which employed a pre/post design similar to many other assessments of violence prevention initiatives. However, they did not include an appropriate control group, which constrained their ability to establish a direct causal link between the program and any observed changes. The authors emphasized the necessity for further research with a more robust study design.</p>
<p>Another factor highlighted in these studies, where mentoring did not yield significant benefits, was the program&#x2019;s duration. Two studies found that a short-term SBM program (lasting less than six months) did not offer substantial advantages to participants (e.g., <xref ref-type="bibr" rid="ref74">McQuillin et al., 2011</xref>; <xref ref-type="bibr" rid="ref94">Schwartz et al., 2012</xref>). This aligns with the literature suggesting that longer mentoring relationships, particularly those lasting a year or more, are associated with improved outcomes in various domains such as mental health, behavioral development, and academic performance (Damm et al., 2022; <xref ref-type="bibr" rid="ref23">DeWit et al., 2016</xref>; <xref ref-type="bibr" rid="ref53">Johnson et al., 2011</xref>).</p>
<p>In contrast, among the studies we reviewed, significant positive outcomes were observed even with short mentoring durations of 3 to 9&#x202F;months (e.g., <xref ref-type="bibr" rid="ref37">Green et al., 2021</xref>; <xref ref-type="bibr" rid="ref96">Sim&#x00F5;es and Alarc&#x00E3;o, 2014</xref>; <xref ref-type="bibr" rid="ref75">Meltzer et al., 2020</xref>). These results are consistent with previous research (<xref ref-type="bibr" rid="ref9029">Weiler et al., 2015</xref>; <xref ref-type="bibr" rid="ref70">McClain et al., 2021</xref>). Therefore, while the duration of mentoring relationships appears to be important, it is not the only factor influencing program effectiveness. This implies that prioritizing the quality of mentorship and the support structure of the mentoring program may be more effective in improving outcomes than simply extending the program length. For instance, <xref ref-type="bibr" rid="ref44">Heppen et al. (2018)</xref> evaluated long-term impacts over three years; however, they did not find significant benefits, which they attributed to the quality of program implementation and fidelity. Additionally, as noted, this finding suggests that, although the duration of the mentoring program may be an important determinant of youth outcomes in the SBM program, it may be a less important factor in overall program effectiveness (<xref ref-type="bibr" rid="ref88">Raposa et al., 2019</xref>).</p>
<p>Our findings from studies that did not show significant benefits from mentoring align with earlier systematic reviews and meta-analyses by <xref ref-type="bibr" rid="ref109">Wood and Mayo-Wilson (2012)</xref> and <xref ref-type="bibr" rid="ref107">Wheeler et al. (2010)</xref>. <xref ref-type="bibr" rid="ref109">Wood and Mayo-Wilson (2012)</xref> attributed the lack of positive outcomes to factors such as inadequate mentor training, ineffective mentor-mentee pairing, poor program implementation, and the short duration of the programs, with the longest lasting only a few months for most young participants. The authors further suggested that larger studies with multiple replications may be necessary. Likewise, <xref ref-type="bibr" rid="ref107">Wheeler et al. (2010)</xref> highlighted factors such as the absence of supplementary implementation support and a relatively high percentage of youth in the intervention group who were never paired with a mentor, which affected certain outcomes.</p>
<p>Our analysis further indicated that although most studies reported positive and significant changes, the overall effect sizes, where reported, were generally small or small to medium. This aligns with earlier reviews suggesting that the impacts of mentoring are significant but not large (<xref ref-type="bibr" rid="ref41">Hall, 2003</xref>; <xref ref-type="bibr" rid="ref74">McQuillin et al., 2011</xref>; <xref ref-type="bibr" rid="ref102">Tolan et al., 2014</xref>; <xref ref-type="bibr" rid="ref88">Raposa et al., 2019</xref>). Similarly, <xref ref-type="bibr" rid="ref107">Wheeler et al. (2010)</xref> reported that SBM can be modestly effective for improving selected outcomes, particularly one year of participation in the program, which generally leads to a moderate impact on a range of school-related outcomes. Nonetheless, it is crucial to highlight that even slight improvements in various areas of youth functioning can significantly affect positive youth development (<xref ref-type="bibr" rid="ref100">Tanner-Smith et al., 2018</xref>). Our study findings contradict previous systematic analyses and meta-analyses by <xref ref-type="bibr" rid="ref109">Wood and Mayo-Wilson (2012)</xref>, which reported that SBM programs were ineffective. In this review, the mentoring program did not improve any intended outcomes.</p>
</sec>
<sec id="sec17">
<label>4.2</label>
<title>Limitations, implications and directions for future research</title>
<p>This review has important limitations that are worth noting. First, our search strategies may have missed studies that met the inclusion criteria, and we may have missed relevant studies in non-English-speaking contexts, as our review was confined to English publications. Second, this review focused on SBM programs as a common and important setting for implementing mentoring programs to foster positive development (<xref ref-type="bibr" rid="ref26">DuBois and Karcher, 2014</xref>). This context has the potential to reach a broader population of young people, providing them with opportunities to address their specific needs, which directly impact their success. In addition, by developing relationships within the school environment, mentors can interact with students over long periods as they advance through various grade levels (<xref ref-type="bibr" rid="ref52">Jefferson, 2022</xref>). However, focusing on SBM programs limits the generalizability of our findings to other youth populations and contexts.</p>
<p>Third, the results should be generalized with caution because of the significant variability identified among the different studies. For instance, there are considerable differences in methodology, sample size, program delivery, and the contexts of the studies, which range from elementary to middle and secondary schools from which participants were drawn. Additionally, most of these studies were conducted in the USA. Another limitation of this study is that it focused only on peer-reviewed articles as a source of data. Future reviews should include other sources, such as books, theses, and dissertations. The implications of this study for research and practice highlight the importance of incorporating stronger theoretical underpinnings and adopting broader outcome measures in youth mentoring programs. The findings suggest several recommendations for future studies. Notably, research on the effectiveness of mentoring programs shows significant room for improvement (<xref ref-type="bibr" rid="ref30">Farruggia et al., 2011</xref>; <xref ref-type="bibr" rid="ref94">Schwartz et al., 2012</xref>). Given the critical role of youth mentoring programs, more studies are needed to rigorously evaluate their impacts and effectiveness.</p>
<p>Most articles in this review were quantitative; future studies should consider using more qualitative or mixed-methods designs. A qualitative perspective provides an in-depth analysis and detailed explanation of mentoring effectiveness. Therefore, while some areas can be measured through survey questionnaires, others need to be qualitative to ensure that the assessment meets the specific needs of both mentors and mentees. Geographically, empirical studies on youth mentoring have mostly been conducted in the United States. Although mentoring programs are popular in many countries, few studies have been conducted on mentoring program outcome assessments outside the United States. More research is needed on mentoring program assessments in other countries. Finally, an overall assessment must come from a variety of sources so that the information can be used effectively to make program decisions. Future program assessments must use a multi-informant approach and consider including data from parents, teachers&#x2019; reports, and mentors to increase the validity of the employed measurement scales (<xref ref-type="bibr" rid="ref9108">Marino et al., 2021</xref>). Overall, this review calls for future research efforts to be guided by robust theoretical foundations while also encouraging the broadening of the scope of outcome measures that better capture the impact of youth mentoring programs.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec18">
<label>5</label>
<title>Conclusion</title>
<p>This review study provides several significant contributions to the existing body of knowledge. Although mentoring programs for youth have increased, only a small proportion of known empirical studies have evaluated the effectiveness of SBM programs. SBM programs are evaluated across various outcome domains, including school functioning, psychosocial well-being, social and interpersonal relationships, and substance use and behavioral conduct. Most studies have focused primarily on school functioning among youth. Overall, this study&#x2019;s findings indicate that SBM programs are a promising intervention for diverse school populations. To help make sense of the extensive literature in this area, this review can help program evaluators determine specific outcome domains and measures to adopt for their programs, or identify the need to design new measures that are still lacking for evaluating the effectiveness of mentoring programs.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec19">
<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/s.</p>
</sec>
<sec sec-type="author-contributions" id="sec20">
<title>Author contributions</title>
<p>NT: Conceptualization, Formal analysis, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SK: Conceptualization, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="sec21">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec22">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec23">
<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/feduc.2026.1518053/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/feduc.2026.1518053/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2278756/overview">Paul Kessler Rogers</ext-link>, University of California, Santa Barbara, United States</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2362536/overview">Pat Bullen</ext-link>, The University of Auckland, New Zealand</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3028865/overview">Rebecca Stelter</ext-link>, Innovation Research and Training, United States</p>
</fn>
</fn-group>
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