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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title-group>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1754182</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>Effect of death education interventions on death attitudes in medical students: systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Wang</surname><given-names>Nan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3292351"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</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="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>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Wang</surname><given-names>Zhizhong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</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-group>
<aff id="aff1"><label>1</label><institution>School of Humanities and Social Sciences, Shanxi Medical University</institution>, <city>Taiyuan</city>, <state>Shanxi</state>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>First Hospital of Shanxi Medical University</institution>, <city>Taiyuan</city>, <state>Shanxi</state>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Zhizhong Wang, <email xlink:href="mailto:13834200542@qq.com">13834200542@qq.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-04">
<day>04</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1754182</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>22</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Wang and Wang.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Wang and Wang</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-04">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>Background</title>
<p>The quality of palliative care depends on medical practitioners&#x2019; death cognition and care ability, however, medical students worldwide generally face problems such as death anxiety and insufficient palliative communication skills. Existing studies have not yet formed systematic conclusions on the consistency of the effects of death education interventions and the optimal intervention model.</p>
</sec>
<sec>
<title>Methods</title>
<p>Following PRISMA, 5 databases (PubMed, Web of Science, Cochrane Library, CNKI, Wanfang Data) were searched (2010.1&#x2013;2025.10), including 12 non-randomized intervention studies (1,111 students). Quality was assessed using the Methodological Index for Non-Randomized Studies Scale (MINORS). Stata 18.0 conducted meta-analysis, with subgroup (intervention method, duration, culture), sensitivity, and publication bias (funnel plot, Egger&#x2019;s test) analyses.</p>
</sec>
<sec>
<title>Results</title>
<p>Meta-analysis showed that death education interventions (based on non-randomized intervention studies evidence) had potential positive effects: it reduced fear of death (SMD&#x202F;=&#x202F;&#x2212;0.38, 95%CI [&#x2212;0.59, &#x2212;0.17]), death avoidance (SMD&#x202F;=&#x202F;&#x2212;0.40, 95%CI [&#x2212;0.64, &#x2212;0.17]), and escape acceptance (SMD&#x202F;=&#x202F;&#x2212;0.32, 95%CI [&#x2212;0.58, &#x2212;0.06]); meanwhile, it enhanced neutral acceptance (SMD&#x202F;=&#x202F;0.43, 95%CI [0.15, 0.72]) and approach acceptance (SMD&#x202F;=&#x202F;0.29, 95%CI [0.01, 0.58]). Additionally, preliminary results showed that death education interventions improved attitudes toward palliative care. Exploratory subgroup analysis revealed that: blended learning had the promising effect; interventions with a duration of &#x2265;16 class hours showed better improvement; Chinese students exhibited significant improvement in neutral acceptance, while others performed better in approach acceptance. It should be noted that several subgroup analyses include small numbers of studies and are explicitly labeled as exploratory. Sensitivity analysis indicated that the pooled effect size had a small fluctuation range. The funnel plot and Egger&#x2019;s test suggested no significant publication bias. Pooled analyses of all DAP-R dimensions show very high heterogeneity (I<sup>2</sup> &#x003E;&#x202F;80%), which may affect the reliability and generalizability of the pooled effect sizes.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Caution is warranted in causal interpretation given the non-randomized nature of included studies. Death education interventions shows potential improving medical students&#x2019; death attitudes and enhancing their palliative care literacy. Blended learning and &#x2265;16 class hours might be more effective. It is suggested that medical colleges integrate it into core curricula, optimize design per culture, and build long-term follow-up systems to achieve &#x201C;humanity-technology integration.&#x201D;</p>
</sec>
</abstract>
<kwd-group>
<kwd>death attitude</kwd>
<kwd>death education</kwd>
<kwd>medical students</kwd>
<kwd>meta-analysis</kwd>
<kwd>PRISMA</kwd>
<kwd>Stata</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This study was funded by the &#x201C;2023 Medical Education Research Project of the Medical Education Branch of the Chinese Medical Association and the National Center for Medical Education Development &#x2014; Research on the Construction of Palliative Medicine Curriculum under the Background of Rapid Aging (2023B216).&#x201D;</funding-statement>
</funding-group>
<counts>
<fig-count count="6"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="41"/>
<page-count count="13"/>
<word-count count="7523"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Mental Health</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>As an inevitable end of human life, death remains a sensitive topic in many cultures. Particularly in China, the Confucian traditional values of &#x201C;valuing life and avoiding death&#x201D; have formed a deeply rooted death taboo (<xref ref-type="bibr" rid="ref1">1</xref>). This cultural context, combined with the lack of death education in medical and nursing education systems, results in insufficient preparedness among many medical students when facing death in clinical practice. An integrated analysis of 9,749 nursing students from 13 countries found that although students generally held positive attitudes toward palliative care, their knowledge level was significantly insufficient (<xref ref-type="bibr" rid="ref2">2</xref>). Among Saudi Arabian nursing students, 86.6% had no experience of systematic death education (<xref ref-type="bibr" rid="ref3">3</xref>); in China, 75.55% of medical students reported being &#x201C;very unfamiliar&#x201D; or &#x201C;unfamiliar&#x201D; with death-related knowledge (<xref ref-type="bibr" rid="ref4">4</xref>). Similarly, a survey of 907 undergraduate nursing students in central and western China showed that 76.9% of the students had a clear demand for death education, but only 15% of medical colleges and universities included palliative care in their compulsory courses, and most nursing majors allocated less than 8&#x202F;h to palliative care content (<xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>Currently, there is a widespread lack of a standardized framework for palliative care competency development in nursing education in the Asia-Pacific region (<xref ref-type="bibr" rid="ref6">6</xref>). In terms of intervention models, constructivist courses featuring &#x201C;group discussions + role-playing + immersive experiences&#x201D; have improved students&#x2019; mastery of palliative care knowledge and their willingness to apply it (<xref ref-type="bibr" rid="ref7">7</xref>). Simulated death experience is an emerging intervention method in recent years (<xref ref-type="bibr" rid="ref8">8</xref>); in addition, &#x201C;simulated palliative communication&#x201D; training for medical students has confirmed that using standardized patients to simulate real death scenarios can significantly enhance students&#x2019; communication skills and emergency response capabilities (<xref ref-type="bibr" rid="ref9">9</xref>).</p>
<p>Although existing studies have confirmed that death education can improve medical students&#x2019; death attitudes (<xref ref-type="bibr" rid="ref10">10</xref>), and nurses who have received systematic death education demonstrate significantly better abilities in pain management, patient communication, and family comfort compared to those who have not (<xref ref-type="bibr" rid="ref11">11</xref>), medical students without death education are more likely to experience negative emotions such as helplessness and anxiety when facing patient death, and may even develop occupational burnout and turnover intention (<xref ref-type="bibr" rid="ref12">12</xref>). However, the differences in effects among different intervention models (e.g., theoretical teaching, practical experience, blended learning) remain unclear, and there is a lack of systematic evaluation conclusions on whether there is heterogeneity in the intervention effects across various dimensions of the Death Attitude Profile-Revised (DAP-R) (<xref ref-type="bibr" rid="ref13">13</xref>), such as fear of death and neutral acceptance. Previous studies have mostly focused on a single major (e.g., nursing) or a single region, resulting in limited sample representativeness, and have not deeply explored the moderating effects of factors such as intervention duration and cultural background on the outcomes (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref15">15</xref>).</p>
<p>Based on this, this study systematically searched Chinese and English literatures and used meta-analysis to integrate existing evidence, aiming to clarify the overall effect of death education on medical students&#x2019; death attitudes and key influencing factors, as well as the optimal intervention program. This study provides a scientific basis for the reform of medical education curricula.</p>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Study design</title>
<p>This meta-analysis strictly adheres to the PRISMA statement (<xref ref-type="bibr" rid="ref16">16</xref>), and the original data can be obtained by contacting the corresponding author. All included studies are before-and-after controlled or quasi-experimental designs, with no randomized controlled trials, and the evidence base of this study is derived from non-randomized intervention studies.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Literature search strategy</title>
<p>The searched databases included PubMed, Web of Science, Cochrane Library, CNKI, and Wanfang Data, with a retrieval period from January 1, 2010, to October 31, 2025 (since death education-related studies after 2010 have more standardized designs and are more in line with current medical education needs). For online-ahead-of-print articles within this period, only those that had undergone peer review were included (unreviewed preprints were excluded), ensuring the timeliness, comprehensiveness, and academic rigor of the included evidence. Chinese search terms: &#x201C;medical students,&#x201D; &#x201C;death education,&#x201D; &#x201C;hospice care,&#x201D; &#x201C;palliative care&#x201D;; English search terms: &#x201C;medical students,&#x201D; &#x201C;death education,&#x201D; &#x201C;palliative care education,&#x201D; &#x201C;end-of-life care training.&#x201D; A combination of &#x201C;subject terms + free words&#x201D; was used for retrieval. Meanwhile, the reference lists of included literatures were manually searched to supplement relevant studies that were not detected, avoiding omissions.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Inclusion and exclusion criteria</title>
<sec id="sec6">
<label>2.3.1</label>
<title>Study type</title>
<p>Published before-and-after controlled trial studies on death education in Chinese or English; reviews, case reports, and studies with only qualitative results were excluded.</p>
</sec>
<sec id="sec7">
<label>2.3.2</label>
<title>Study participants</title>
<p>Full-time medical students (including nursing, clinical medicine, pharmacy, rehabilitation, etc.); participants with mental illness or major bereavement experience in the past 6&#x202F;months were excluded.</p>
</sec>
<sec id="sec8">
<label>2.3.3</label>
<title>Intervention measures</title>
<p>Participants received explicit death education interventions, including but not limited to: palliative care courses, death experience activities (e.g., simulated death, funeral home visits), and online death education courses.</p>
</sec>
<sec id="sec9">
<label>2.3.4</label>
<title>Outcome measures</title>
<sec id="sec10">
<label>2.3.4.1</label>
<title>Primary outcome measure</title>
<p>Medical students&#x2019; death attitudes, assessed using the Death Attitude Profile-Revised (DAP-R) scale (<xref ref-type="bibr" rid="ref13">13</xref>). This scale consists of 32 items, divided into 5 dimensions: Fear of Death (7 items), Death Avoidance (5 items), Neutral Acceptance (5 items), Escape Acceptance (10 items), and Approach Acceptance (5 items). The interpretation of each dimension is as follows: Fear of Death (higher score indicates stronger fear of death), Death Avoidance (higher score indicates stronger tendency to avoid death), Neutral Acceptance (higher score indicates a stronger tendency to view death as a natural physiological process), Approach Acceptance (higher score indicates a stronger belief in exploring the meaning of life through death), and Escape Acceptance (higher score indicates a stronger tendency to view death as a means to escape pain).</p>
</sec>
<sec id="sec11">
<label>2.3.4.2</label>
<title>Secondary outcome measure</title>
<p>Attitudes toward palliative care, assessed using the Frommelt Attitude Toward Care of the Dying (FATCOD) scale (<xref ref-type="bibr" rid="ref17">17</xref>). The FATCOD is a 30-item questionnaire (15 positive and 15 negative statements) used to evaluate attitudes toward caring for terminally ill patients and their families. Before analysis, negative items were reverse-scored. A higher score indicates a more positive attitude.</p>
</sec>
</sec>
<sec id="sec12">
<label>2.3.5</label>
<title>Exclusion criteria</title>
<p>(a) Studies involving non-medical students (e.g., psychology, sociology majors); (b) Duplicate publications, literatures with incomplete data or inability to extract effect sizes (e.g., only <italic>p</italic>-values reported without means and standard deviations); (c) Studies that include death education in interventions but cannot separately analyze its effect (e.g., mixed multiple interventions with inability to separate the effect of death education).</p>
</sec>
</sec>
<sec id="sec13">
<label>2.4</label>
<title>Data extraction and quality assessment</title>
<sec id="sec14">
<label>2.4.1</label>
<title>Data extraction</title>
<p>Two researchers independently conducted literature screening and data extraction, with discrepancies resolved through consultation with a third researcher. The extracted content included: author, year, country/region, study type, sample size, intervention protocol, course duration, outcome indicators (means and standard deviations of each DAP-R dimension and secondary outcomes), and quality-related information (random sequence generation method, allocation concealment measures, blinding implementation).</p>
</sec>
<sec id="sec15">
<label>2.4.2</label>
<title>Quality assessment</title>
<p>The Methodological Index for Non-Randomized Studies (MINORS) scale was used for quality assessment (<xref ref-type="bibr" rid="ref18">18</xref>). The scale includes 12 items, scored as 0 points (not reported), 1 point (reported but insufficient), or 2 points (reported and sufficient), with a total score of 24. Studies with a score &#x2265;16 were considered high-quality. It must be emphasized that high MINORS scores do not equate to high-level evidence comparable to randomized trials, as the inherent limitations of non-randomized studies (such as potential selection bias) cannot be completely eliminated by this scale.</p>
</sec>
</sec>
<sec id="sec16">
<label>2.5</label>
<title>Statistical analysis</title>
<p>Stata 18.0 software was used for statistical analysis, following these steps:</p><list list-type="alpha-lower">
<list-item>
<p>Effect size calculation: the standardized mean difference (SMD) was used to pool effect sizes (<xref ref-type="bibr" rid="ref19">19</xref>). According to Cohen&#x2019;s criteria: |SMD| 0.2&#x2013;0.5&#x202F;=&#x202F;&#x201C;small effect,&#x201D; 0.5&#x2013;0.8&#x202F;=&#x202F;&#x201C;medium effect,&#x201D; &#x003E;0.8&#x202F;=&#x202F;&#x201C;large effect&#x201D; (<xref ref-type="bibr" rid="ref20">20</xref>).</p>
</list-item>
<list-item>
<p>Heterogeneity test: the I<sup>2</sup> statistic and Q-test were used to assess heterogeneity. I<sup>2</sup>&#x202F;&#x003C;&#x202F;25% indicates low heterogeneity, 25%&#x202F;~&#x202F;50% indicates moderate heterogeneity, and &#x003E;50% indicates high heterogeneity. A fixed-effects model was used for pooling when there was low/moderate heterogeneity, and a random-effects model was used when there was high heterogeneity (<xref ref-type="bibr" rid="ref21">21</xref>). Subgroup analyses (based on intervention methods, course duration, and cultural background) were conducted to explore the sources of heterogeneity.</p>
</list-item>
<list-item>
<p>Publication bias assessment: a funnel plot was used for visual judgment of publication bias. If the funnel plot was asymmetric, Egger&#x2019;s test was further used for quantification (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 indicates significant publication bias) (<xref ref-type="bibr" rid="ref22">22</xref>).</p>
</list-item>
<list-item>
<p>Sensitivity analysis: the &#x201C;one-study-at-a-time exclusion&#x201D; method was used (<xref ref-type="bibr" rid="ref23">23</xref>). The pooled effect size was recalculated after excluding each study one by one, and the fluctuation range was observed to verify the stability of the results.</p>
</list-item>
</list>
</sec>
</sec>
<sec sec-type="results" id="sec17">
<label>3</label>
<title>Results</title>
<sec id="sec18">
<label>3.1</label>
<title>Literature selection process</title>
<p>Initially, 856 literatures were retrieved. After removing 124 duplicate literatures using EndNote 2025, 602 irrelevant literatures were excluded by reading titles and abstracts. A total of 130 literatures were further assessed for eligibility by full-text reading, among which 120 were excluded for not meeting the inclusion criteria. Two additional studies were included from the reference lists of selected articles. Finally, 12 studies were included in the systematic review, including 6 English (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref24 ref25 ref26">24&#x2013;26</xref>) and 6 Chinese (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref27 ref28 ref29 ref30 ref31">27&#x2013;31</xref>) literatures, involving 1,111 medical students. The PRISMA flow diagram is shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Literature selection flowchart (drawn in accordance with the PRISMA statement).</p>
</caption>
<graphic xlink:href="fpubh-13-1754182-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart of a systematic review process. Identification: 856 records from databases, 124 duplicates removed, 732 records remain. Screening: 732 screened, 602 excluded by title/abstract, 130 full-text assessed. Eligibility: 120 records excluded, 10 articles included in review. Two additional studies included from references. Inclusion: 12 studies in meta-analysis.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec19">
<label>3.2</label>
<title>Characteristics of included studies</title>
<p>The 12 included studies involved 1,111 medical students, covering majors such as nursing, clinical medicine, pharmacy, and rehabilitation. The study regions included China (8 studies), Turkey (2 studies), the United States (1 study), and Saudi Arabia (1 study). The intervention methods were categorized into 3 types: offline (8 studies), online (1 study), and blended learning (3 studies, e.g., online MOOCs + offline simulation). The intervention duration ranged from 2 to 32 class hours. The outcome indicators mainly included the DAP-R scale (12 studies) and the FATCOD scale (3 studies). All 12 studies had a MINORS score &#x2265;16 (high quality). Detailed characteristics are presented in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Basic characteristics of included studies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Included study</th>
<th align="left" valign="top">Country/region</th>
<th align="center" valign="top">Sample size</th>
<th align="left" valign="top">Intervention protocol</th>
<th align="center" valign="top">Course duration</th>
<th align="left" valign="top">Outcome indicators</th>
<th align="center" valign="top">Quality score (MINORS)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Chen et al. (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="left" valign="middle">China</td>
<td align="center" valign="middle">105</td>
<td align="left" valign="middle">Blended learning (online videos + offline simulation)</td>
<td align="center" valign="middle">32 class hours</td>
<td align="left" valign="middle">DAP-R, Course Satisfaction</td>
<td align="center" valign="middle">19</td>
</tr>
<tr>
<td align="left" valign="middle">Conner et al. (<xref ref-type="bibr" rid="ref14">14</xref>)</td>
<td align="left" valign="middle">USA</td>
<td align="center" valign="middle">58</td>
<td align="left" valign="middle">Online death education (videos + forums + reflection)</td>
<td align="center" valign="middle">16&#x202F;weeks</td>
<td align="left" valign="middle">DAP-R, FATCOD</td>
<td align="center" valign="middle">20</td>
</tr>
<tr>
<td align="left" valign="middle">Huang et al. (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="left" valign="middle">China</td>
<td align="center" valign="middle">205</td>
<td align="left" valign="middle">Blended death education (online theory + offline discussion)</td>
<td align="center" valign="middle">32 class hours</td>
<td align="left" valign="middle">DAP-R</td>
<td align="center" valign="middle">18</td>
</tr>
<tr>
<td align="left" valign="middle">Huang et al. (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="left" valign="middle">China</td>
<td align="center" valign="middle">64</td>
<td align="left" valign="middle">Balint Group (end-of-life case sharing + group support)</td>
<td align="center" valign="middle">2 class hours</td>
<td align="left" valign="middle">DAP-R, JSE</td>
<td align="center" valign="middle">18</td>
</tr>
<tr>
<td align="left" valign="middle">Ibrahim et al. (<xref ref-type="bibr" rid="ref3">3</xref>)</td>
<td align="left" valign="middle">Saudi Arabia</td>
<td align="center" valign="middle">216</td>
<td align="left" valign="middle">Video courses + virtual cases + offline discussion</td>
<td align="center" valign="middle">12&#x202F;weeks</td>
<td align="left" valign="middle">DAP-R, FATCOD, PCQN</td>
<td align="center" valign="middle">18</td>
</tr>
<tr>
<td align="left" valign="middle">Karaca and Ercan Sahin (<xref ref-type="bibr" rid="ref15">15</xref>)</td>
<td align="left" valign="middle">Turkey</td>
<td align="center" valign="middle">53</td>
<td align="left" valign="middle">Spiritual care education + end-of-life case analysis</td>
<td align="center" valign="middle">28 class hours</td>
<td align="left" valign="middle">DAP-R, SSCRS</td>
<td align="center" valign="middle">16</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00D6;zveren et al. (<xref ref-type="bibr" rid="ref24">24</xref>)</td>
<td align="left" valign="middle">Turkey</td>
<td align="center" valign="middle">94</td>
<td align="left" valign="middle">Storytelling + case discussion + reflection diary</td>
<td align="center" valign="middle">14&#x202F;weeks (28 class hours)</td>
<td align="left" valign="middle">DAP-R</td>
<td align="center" valign="middle">16</td>
</tr>
<tr>
<td align="left" valign="middle">Sun et al. (<xref ref-type="bibr" rid="ref4">4</xref>)</td>
<td align="left" valign="middle">China</td>
<td align="center" valign="middle">45</td>
<td align="left" valign="middle">Student-centered death education (thematic debate)</td>
<td align="center" valign="middle">13&#x202F;weeks (29 class hours)</td>
<td align="left" valign="middle">DAP-R</td>
<td align="center" valign="middle">16</td>
</tr>
<tr>
<td align="left" valign="middle">Wang et al. (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="left" valign="middle">China</td>
<td align="center" valign="middle">80</td>
<td align="left" valign="middle">Palliative care elective course (symptom management + grief counseling)</td>
<td align="center" valign="middle">18 class hours</td>
<td align="left" valign="middle">DAP-R, C-MLQ</td>
<td align="center" valign="middle">16</td>
</tr>
<tr>
<td align="left" valign="middle">Xu et al. (<xref ref-type="bibr" rid="ref36">36</xref>)</td>
<td align="left" valign="middle">China</td>
<td align="center" valign="middle">65</td>
<td align="left" valign="middle">Life care social practice (hospice visits)</td>
<td align="center" valign="middle">32 class hours</td>
<td align="left" valign="middle">DAP-R, CAI</td>
<td align="center" valign="middle">20</td>
</tr>
<tr>
<td align="left" valign="middle">Yang et al. (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="left" valign="middle">China</td>
<td align="center" valign="middle">66</td>
<td align="left" valign="middle">Four-stage constructivist teaching (listening-seeing-touching-transcending)</td>
<td align="center" valign="middle">28 class hours</td>
<td align="left" valign="middle">DAP-R, Course Satisfaction</td>
<td align="center" valign="middle">17</td>
</tr>
<tr>
<td align="left" valign="middle">Zhu et al. (<xref ref-type="bibr" rid="ref26">26</xref>)</td>
<td align="left" valign="middle">China</td>
<td align="center" valign="middle">60</td>
<td align="left" valign="middle">Narrative teaching (movies + literature + role-playing)</td>
<td align="center" valign="middle">6 class hours</td>
<td align="left" valign="middle">DAP-R, CDS, FATCOD</td>
<td align="center" valign="middle">18</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>DAP-R&#x202F;=&#x202F;Death Attitude Profile-Revised; PCQN&#x202F;=&#x202F;Palliative Care Quiz for Nurses; JSE&#x202F;=&#x202F;Jefferson Scale of Empathy; FATCOD&#x202F;=&#x202F;Frommelt Attitude Toward Care of the Dying Scale; C-MLQ&#x202F;=&#x202F;Chinese Version of Meaning in Life Questionnaire; SSCRS&#x202F;=&#x202F;Spiritual Care Competence Rating Scale; CAI&#x202F;=&#x202F;Care Ability Inventory.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec20">
<label>3.3</label>
<title>Meta-analysis results</title>
<sec id="sec21">
<label>3.3.1</label>
<title>Death attitudes (DAP-R scale dimensions)</title>
<p>All 12 studies reported DAP-R scale data. The heterogeneity test showed I<sup>2</sup>&#x202F;&#x003E;&#x202F;50% (83.12%&#x202F;~&#x202F;90.79%), so a random-effects model was used for analysis. A forest plot for the fear of death dimension is shown in <xref ref-type="fig" rid="fig2">Figure 2</xref>, and the pooled effect sizes for each dimension are presented in <xref ref-type="table" rid="tab2">Table 2</xref>.</p><list list-type="alpha-lower">
<list-item>
<p>Fear of death: the educational intervention significantly reduced individuals&#x2019; fear of death, with a pooled SMD&#x202F;=&#x202F;&#x2212;0.38 (95%CI [&#x2212;0.59, &#x2212;0.17], <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) (medium effect), indicating that education can effectively alleviate anxiety and fear toward death.</p>
</list-item>
<list-item>
<p>Death avoidance: the intervention also significantly improved death avoidance, with a pooled SMD&#x202F;=&#x202F;&#x2212;0.40 (95%CI [&#x2212;0.64, &#x2212;0.17], p&#x202F;&#x003C;&#x202F;0.001) (medium effect), suggesting that education helps reduce the tendency to cope with death through avoidance or denial, and promotes rational confrontation with death-related topics.</p>
</list-item>
<list-item>
<p>Neutral acceptance: the intervention significantly enhanced individuals&#x2019; neutral acceptance of death, with a pooled SMD&#x202F;=&#x202F;0.43 (95%CI [0.15, 0.72], <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) (medium effect), indicating that death education interventions can help individuals establish a neutral and objective attitude toward death.</p>
</list-item>
<list-item>
<p>Approach acceptance: the intervention had a significant positive effect on approach acceptance, with a pooled SMD&#x202F;=&#x202F;0.29 (95%CI [0.01, 0.58], <italic>p</italic>&#x202F;=&#x202F;0.04) (small to medium effect), demonstrating that education can to some extent enhance individuals&#x2019; positive tendency to explore the meaning of life through death and strengthen the sense of existential meaning.</p>
</list-item>
<list-item>
<p>Escape acceptance: the intervention significantly reduced escape acceptance, with a pooled SMD&#x202F;=&#x202F;&#x2212;0.32 (95%CI [&#x2212;0.58, &#x2212;0.06], <italic>p</italic>&#x202F;=&#x202F;0.02) (medium effect), indicating that education can effectively reduce the negative cognition of viewing death as an escape method and guide individuals to view the relationship between death and life in a healthier way.</p>
</list-item>
</list>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Forest plot of the effect of death education on the fear of death dimension.</p>
</caption>
<graphic xlink:href="fpubh-13-1754182-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot showing meta-analysis results with effect sizes for various studies, each represented by a blue square and confidence interval lines. The overall effect is indicated by a green diamond. Hedges&#x2019;s g values range from negative 1.51 to positive 0.45, with weights expressed as percentages. Heterogeneity statistics and random-effects REML model details are included.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Basic characteristics of pooled effect sizes for each DAP-R dimension.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study</th>
<th align="center" valign="top">Fear of death</th>
<th align="center" valign="top">Death avoidance</th>
<th align="center" valign="top">Neutral acceptance</th>
<th align="center" valign="top">Approach acceptance</th>
<th align="center" valign="top">Escape acceptance</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Chen et al. (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="char" valign="middle" char="[">&#x2212;1.21 [&#x2212;1.51, &#x2212;0.92]</td>
<td align="char" valign="middle" char="[">&#x2212;1.08 [&#x2212;1.37, &#x2212;0.79]</td>
<td align="char" valign="middle" char="[">0.26 [&#x2212;0.01, 0.53]</td>
<td align="char" valign="middle" char="[">0.03 [&#x2212;0.24, 0.3]</td>
<td align="char" valign="middle" char="[">&#x2212;0.92 [&#x2212;1.21, &#x2212;0.64]</td>
</tr>
<tr>
<td align="left" valign="middle">Conner et al. (<xref ref-type="bibr" rid="ref14">14</xref>)</td>
<td align="char" valign="middle" char="[">&#x2212;0.11 [&#x2212;0.47, 0.25]</td>
<td align="char" valign="middle" char="[">&#x2212;0.25 [&#x2212;0.62, 0.11]</td>
<td align="char" valign="middle" char="[">0.15 [&#x2212;0.21, 0.51]</td>
<td align="char" valign="middle" char="[">0.06 [&#x2212;0.3, 0.42]</td>
<td align="char" valign="middle" char="[">0.2 [&#x2212;0.16, 0.56]</td>
</tr>
<tr>
<td align="left" valign="middle">Huang et al. (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="char" valign="middle" char="[">&#x2212;0.54 [&#x2212;0.74, &#x2212;0.34]</td>
<td align="char" valign="middle" char="[">&#x2212;0.31 [&#x2212;0.51, &#x2212;0.12]</td>
<td align="char" valign="middle" char="[">0.41 [0.22, 0.61]</td>
<td align="char" valign="middle" char="[">0.25 [0.05, 0.44]</td>
<td align="char" valign="middle" char="[">&#x2212;0.1 [&#x2212;0.29, 0.09]</td>
</tr>
<tr>
<td align="left" valign="middle">Huang et al. (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="char" valign="middle" char="[">&#x2212;0.27 [&#x2212;0.62, 0.07]</td>
<td align="char" valign="middle" char="[">&#x2212;0.16 [&#x2212;0.5, 0.19]</td>
<td align="char" valign="middle" char="[">0.53 [0.18, 0.88]</td>
<td align="char" valign="middle" char="[">&#x2212;0.03 [&#x2212;0.37, 0.32]</td>
<td align="char" valign="middle" char="[">&#x2212;0.21 [&#x2212;0.56, 0.13]</td>
</tr>
<tr>
<td align="left" valign="middle">Ibrahim (<xref ref-type="bibr" rid="ref3">3</xref>)</td>
<td align="char" valign="middle" char="[">&#x2212;0.81 [&#x2212;1.01, &#x2212;0.61]</td>
<td align="char" valign="middle" char="[">&#x2212;0.95 [&#x2212;1.15, &#x2212;0.75]</td>
<td align="char" valign="middle" char="[">1.56 [1.34, 1.77]</td>
<td align="char" valign="middle" char="[">1.71 [1.49, 1.93]</td>
<td align="char" valign="middle" char="[">&#x2212;0.87 [&#x2212;1.06, &#x2212;0.67]</td>
</tr>
<tr>
<td align="left" valign="middle">Karaca and Ercan Sahin (<xref ref-type="bibr" rid="ref15">15</xref>)</td>
<td align="char" valign="middle" char="[">&#x2212;0.39 [&#x2212;0.78, &#x2212;0.01]</td>
<td align="char" valign="middle" char="[">&#x2212;1.05 [&#x2212;1.45, &#x2212;0.64]</td>
<td align="char" valign="middle" char="[">1.33 [0.91, 1.75]</td>
<td align="char" valign="middle" char="[">0.55 [0.17, 0.94]</td>
<td align="char" valign="middle" char="[">&#x2212;1.36 [&#x2212;1.78, &#x2212;0.94]</td>
</tr>
<tr>
<td align="left" valign="middle">&#x00D6;zveren et al. (<xref ref-type="bibr" rid="ref24">24</xref>)</td>
<td align="char" valign="middle" char="[">0.17 [&#x2212;0.12, 0.45]</td>
<td align="char" valign="middle" char="[">0.2 [&#x2212;0.09, 0.48]</td>
<td align="char" valign="middle" char="[">&#x2212;0.05 [&#x2212;0.33, 0.24]</td>
<td align="char" valign="middle" char="[">0.34 [0.06, 0.63]</td>
<td align="char" valign="middle" char="[">&#x2212;0.02 [&#x2212;0.3, 0.27]</td>
</tr>
<tr>
<td align="left" valign="middle">Sun et al. (<xref ref-type="bibr" rid="ref4">4</xref>)</td>
<td align="char" valign="middle" char="[">&#x2212;0.42 [&#x2212;0.84, &#x2212;0.01]</td>
<td align="char" valign="middle" char="[">&#x2212;0.42 [&#x2212;0.83, 0]</td>
<td align="char" valign="middle" char="[">0.37 [&#x2212;0.04, 0.79]</td>
<td align="char" valign="middle" char="[">&#x2212;0.04 [&#x2212;0.45, 0.37]</td>
<td align="char" valign="middle" char="[">&#x2212;0.09 [&#x2212;0.5, 0.32]</td>
</tr>
<tr>
<td align="left" valign="middle">Wang et al. (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="char" valign="middle" char="[">&#x2212;0.28 [&#x2212;0.59, 0.03]</td>
<td align="char" valign="middle" char="[">&#x2212;0.14 [&#x2212;0.45, 0.17]</td>
<td align="char" valign="middle" char="[">0.01 [&#x2212;0.3, 0.32]</td>
<td align="char" valign="middle" char="[">0.09 [&#x2212;0.22, 0.4]</td>
<td align="char" valign="middle" char="[">&#x2212;0.09 [&#x2212;0.4, 0.22]</td>
</tr>
<tr>
<td align="left" valign="middle">Xu et al. (<xref ref-type="bibr" rid="ref36">36</xref>)</td>
<td align="char" valign="middle" char="[">&#x2212;0.27 [&#x2212;0.62, 0.07]</td>
<td align="char" valign="middle" char="[">&#x2212;0.25 [&#x2212;0.59, 0.09]</td>
<td align="char" valign="middle" char="[">0.13 [&#x2212;0.21, 0.47]</td>
<td align="char" valign="middle" char="[">0.17 [&#x2212;0.18, 0.51]</td>
<td align="char" valign="middle" char="[">&#x2212;0.23 [&#x2212;0.57, 0.11]</td>
</tr>
<tr>
<td align="left" valign="middle">Yang et al. (<xref ref-type="bibr" rid="ref25">25</xref>)</td>
<td align="char" valign="middle" char="[">&#x2212;0.16 [&#x2212;0.5, 0.18]</td>
<td align="char" valign="middle" char="[">&#x2212;0.28 [&#x2212;0.62, 0.06]</td>
<td align="char" valign="middle" char="[">0.21 [&#x2212;0.13, 0.55]</td>
<td align="char" valign="middle" char="[">0.05 [&#x2212;0.29, 0.39]</td>
<td align="char" valign="middle" char="[">&#x2212;0.14 [&#x2212;0.48, 0.2]</td>
</tr>
<tr>
<td align="left" valign="middle">Zhu et al. (<xref ref-type="bibr" rid="ref26">26</xref>)</td>
<td align="char" valign="middle" char="[">&#x2212;0.13 [&#x2212;0.49, 0.22]</td>
<td align="char" valign="middle" char="[">&#x2212;0.15 [&#x2212;0.51, 0.2]</td>
<td align="char" valign="middle" char="[">0.27 [&#x2212;0.09, 0.63]</td>
<td align="char" valign="middle" char="[">0.24 [&#x2212;0.12, 0.59]</td>
<td align="char" valign="middle" char="[">0.01 [&#x2212;0.34, 0.37]</td>
</tr>
<tr>
<td align="left" valign="middle">Pooled Effect Size</td>
<td align="char" valign="middle" char="[">&#x2212;0.38 [&#x2212;0.59, &#x2212;0.17]</td>
<td align="char" valign="middle" char="[">&#x2212;0.40 [&#x2212;0.64, &#x2212;0.17]</td>
<td align="char" valign="middle" char="[">0.43 [0.15, 0.72]</td>
<td align="char" valign="middle" char="[">0.29 [0.01, 0.58]</td>
<td align="char" valign="middle" char="[">&#x2212;0.32 [&#x2212;0.58, &#x2212;0.06]</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec22">
<label>3.3.2</label>
<title>Attitudes toward palliative care (FATCOD scale)</title>
<p>Three studies reported data on attitudes toward palliative care. However, the scoring method of (<xref ref-type="bibr" rid="ref3">3</xref>) was consistent with the standard FATCOD scale, but the final score exceeded the theoretical maximum score of 150, which may be due to data entry errors or other measurement biases. To maintain consistency in data synthesis, only the pooled effect size of Subgroup A was analyzed (0.39 [0.14, 0.65]). As shown in Subgroup A of <xref ref-type="fig" rid="fig3">Figure 3</xref>, death education interventions significantly improved students&#x2019; positive attitudes toward palliative care (strong effect), such as proactive participation in communicating with terminally ill patients and emphasis on grief support for family members. Given the very small number of studies contributing to this analysis (<italic>n</italic> =&#x202F;2), this finding must be regarded as preliminary and hypothesis-generating.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Forest plot of the effect of death education on attitudes toward End-of-Life care.</p>
</caption>
<graphic xlink:href="fpubh-13-1754182-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot from a meta-analysis showing the effect sizes (Hedges's g) with 95% confidence intervals for two groups. The A Group includes studies by Conner (2014) and Zhu (2023) with smaller effect sizes and weights. The B Group by Ibrahim (2025) shows a larger effect size. Overall heterogeneity is high with H squared at 902.27. A random-effects REML model is used.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="sec23">
<label>3.4</label>
<title>Subgroup analysis</title>
<p>To explore the sources of heterogeneity, subgroup analyses were conducted based on &#x201C;intervention methods,&#x201D; &#x201C;course duration,&#x201D; and &#x201C;cultural background.&#x201D;</p>
<sec id="sec24">
<label>3.4.1</label>
<title>Subgroup by intervention methods</title>
<p>Intervention methods were categorized into 3 types (offline, online, blended). <xref ref-type="table" rid="tab3">Table 3</xref> presents the corresponding effect sizes from subgroup analyses grouped by intervention type, and <xref ref-type="fig" rid="fig4">Figure 4</xref> shows the forest plot for the effect of death education interventions on the fear of death dimension. The results (<xref ref-type="table" rid="tab3">Table 3</xref>) showed that blended learning had the optimal effect in improving death attitudes (fear of death: SMD&#x202F;=&#x202F;&#x2212;0.84, 95%CI [&#x2212;1.22, &#x2212;0.47], <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, medium-large effect; <xref ref-type="fig" rid="fig4">Figure 4</xref>), followed by offline learning (fear of death: SMD&#x202F;=&#x202F;&#x2212;0.20, 95%CI [&#x2212;0.34, &#x2212;0.06], <italic>p</italic>&#x202F;=&#x202F;0.01, small effect), and online learning had the weakest effect (fear of death: SMD&#x202F;=&#x202F;&#x2212;0.11, 95%CI [&#x2212;0.47, 0.25], <italic>p</italic>&#x202F;=&#x202F;0.55, no effect). This suggests that courses should integrate online and offline blended learning. These subgroup findings are exploratory due to the small number of studies in some categories (e.g., only 1 online learning study) and should be interpreted as hypothesis-generating rather than definitive evidence.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Effect sizes of subgroup analysis by intervention methods.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Subgroup (intervention method)</th>
<th align="center" valign="top">Offline</th>
<th align="center" valign="top">Online</th>
<th align="center" valign="top">Blended</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Number of studies</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">3</td>
</tr>
<tr>
<td align="left" valign="top">Sample size</td>
<td align="center" valign="top">527</td>
<td align="center" valign="top">58</td>
<td align="center" valign="top">526</td>
</tr>
<tr>
<td align="left" valign="top">Fear of death</td>
<td align="center" valign="top">&#x2212;0.20 [&#x2212;0.34, &#x2212;0.06]</td>
<td align="center" valign="top">&#x2212;0.11 [&#x2212;0.47, 0.25]</td>
<td align="center" valign="top">&#x2212;0.84 [&#x2212;1.22, &#x2212;0.47]</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic>-value</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">0.55</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Death avoidance</td>
<td align="center" valign="top">&#x2212;0.27 [&#x2212;0.50, &#x2212;0.03]</td>
<td align="center" valign="top">&#x2212;0.25 [&#x2212;0.62, 0.11]</td>
<td align="center" valign="top">&#x2212;0.78 [&#x2212;1.24, &#x2212;0.31]</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic>-value</td>
<td align="center" valign="top">0.03</td>
<td align="center" valign="top">0.17</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Neutral acceptance</td>
<td align="center" valign="top">0.02 [&#x2212;0.36, 0.41]</td>
<td align="center" valign="top">0.15 [&#x2212;0.21, 0.51]</td>
<td align="center" valign="top">0.74 [&#x2212;0.06, 1.55]</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic>-value</td>
<td align="center" valign="top">0.90</td>
<td align="center" valign="top">0.42</td>
<td align="center" valign="top">0.07</td>
</tr>
<tr>
<td align="left" valign="top">Approach acceptance</td>
<td align="center" valign="top">0.18 [0.05, 0.30]</td>
<td align="center" valign="top">0.06 [&#x2212;0.30, 0.42]</td>
<td align="center" valign="top">0.66 [&#x2212;0.37, 1.70]</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic>-value</td>
<td align="center" valign="top">0.01</td>
<td align="center" valign="top">0.74</td>
<td align="center" valign="top">0.21</td>
</tr>
<tr>
<td align="left" valign="top">Escape acceptance</td>
<td align="center" valign="top">&#x2212;0.25 [&#x2212;0.55, 0.04]</td>
<td align="center" valign="top">0.20 [&#x2212;0.16, 0.56]</td>
<td align="center" valign="top">&#x2212;0.62 [&#x2212;1.15, &#x2212;0.10]</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic>-value</td>
<td align="center" valign="top">0.09</td>
<td align="center" valign="top">0.28</td>
<td align="center" valign="top">0.02</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Forest plot of the effect of death education on the fear of death dimension by intervention Method (Group A: Offline; Group B: Online; Group C: Blended).</p>
</caption>
<graphic xlink:href="fpubh-13-1754182-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot showing the effect sizes (Hedges&#x2019;s g) with 95% confidence intervals for three study groups: A, B, and C. Group A includes eight studies with individual effect sizes varying around -0.20. Group B includes one study with an effect size of -0.11. Group C has three studies with effect sizes around -0.84. The overall effect size across all groups is -0.38. Each study is represented by a blue square, proportionate to its weight, with a horizontal line indicating the confidence interval. Diamond shapes represent summary effect sizes for each group and overall.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec25">
<label>3.4.2</label>
<title>Subgroup by course duration</title>
<p>Courses were divided into two groups: &#x201C;&#x003C;16 class hours&#x201D; and &#x201C;&#x2265;16 class hours.&#x201D; <xref ref-type="table" rid="tab4">Table 4</xref> presents the effect sizes from subgroup analyses grouped by course duration. The results showed that interventions with &#x2265;16 class hours had better improvement effects than those with &#x003C;16 class hours in the dimensions of fear of death (&#x2212;0.41 vs. &#x2212;0.21), death avoidance (&#x2212;0.45 vs. &#x2212;0.16), and escape acceptance (&#x2212;0.36 vs. &#x2212;0.10), indicating that sufficient course duration is crucial for in-depth changes in death attitudes. It should be noted that the &#x201C;&#x003C;16 class hours&#x201D; subgroup only includes 2 studies, so the stability of the conclusion needs further verification.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Effect sizes of subgroup analysis by course duration.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Course duration</th>
<th align="center" valign="top">&#x003C;16&#x202F;Hours</th>
<th align="center" valign="top">&#x2265;16&#x202F;Hours</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Number of studies</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">10</td>
</tr>
<tr>
<td align="left" valign="middle">Sample size</td>
<td align="center" valign="middle">124</td>
<td align="center" valign="middle">987</td>
</tr>
<tr>
<td align="left" valign="middle">Fear of death</td>
<td align="center" valign="middle">&#x2212;0.21 [&#x2212;0.45, 0.04]</td>
<td align="center" valign="middle">&#x2212;0.41 [&#x2212;0.66, &#x2212;0.17]</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic>-value</td>
<td align="center" valign="middle">0.11</td>
<td align="center" valign="middle">0.00</td>
</tr>
<tr>
<td align="left" valign="middle">Death avoidance</td>
<td align="center" valign="middle">&#x2212;0.16 [&#x2212;0.40, 0.09]</td>
<td align="center" valign="middle">&#x2212;0.45 [&#x2212;0.72, &#x2212;0.19]</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic>-value</td>
<td align="center" valign="middle">0.22</td>
<td align="center" valign="middle">0.00</td>
</tr>
<tr>
<td align="left" valign="middle">Neutral acceptance</td>
<td align="center" valign="middle">0.40 [0.15, 0.66]</td>
<td align="center" valign="middle">0.18 [&#x2212;0.25, 0.61]</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic>-value</td>
<td align="center" valign="middle">0.00</td>
<td align="center" valign="middle">0.40</td>
</tr>
<tr>
<td align="left" valign="middle">Approach acceptance</td>
<td align="center" valign="middle">0.10 [&#x2212;0.16, 0.36]</td>
<td align="center" valign="middle">0.33 [0.00, 0.66]</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic>-value</td>
<td align="center" valign="middle">0.45</td>
<td align="center" valign="middle">0.05</td>
</tr>
<tr>
<td align="left" valign="middle">Escape acceptance</td>
<td align="center" valign="middle">&#x2212;0.10 [&#x2212;0.35, 0.14]</td>
<td align="center" valign="middle">&#x2212;0.36 [&#x2212;0.67, &#x2212;0.06]</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic>-value</td>
<td align="center" valign="middle">0.41</td>
<td align="center" valign="middle">0.02</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec26">
<label>3.4.3</label>
<title>Subgroup by cultural background</title>
<p>Studies were divided into two groups: &#x201C;China&#x201D; and &#x201C;Others&#x201D;. <xref ref-type="table" rid="tab5">Table 5</xref> presents the effect sizes from subgroup analyses grouped by cultural background. The &#x201C;China&#x201D; group demonstrated greater improvement in neutral acceptance compared to other countries (SMD&#x202F;=&#x202F;0.29 vs. 0.09), which may be associated with cultural factors (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref14">14</xref>). These exploratory cultural comparisons require validation through intentionally designed cross-cultural studies before firm conclusions can be drawn.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Subgroup analysis by cultural background.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Cultural background</th>
<th align="center" valign="top">China</th>
<th align="center" valign="top">Others</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Number of studies</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">4</td>
</tr>
<tr>
<td align="left" valign="middle">Sample size</td>
<td align="center" valign="middle">690</td>
<td align="center" valign="middle">421</td>
</tr>
<tr>
<td align="left" valign="middle">Fear of death</td>
<td align="center" valign="middle">&#x2212;0.42 [&#x2212;0.67, &#x2212;0.17]</td>
<td align="center" valign="middle">&#x2212;0.30 [&#x2212;0.73, 0.13]</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic>-value</td>
<td align="center" valign="middle">0.00</td>
<td align="center" valign="middle">0.18</td>
</tr>
<tr>
<td align="left" valign="middle">Death avoidance</td>
<td align="center" valign="middle">&#x2212;0.35 [&#x2212;0.58, &#x2212;0.13]</td>
<td align="center" valign="middle">&#x2212;0.51 [&#x2212;1.10, 0.07]</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic>-value</td>
<td align="center" valign="middle">0.00</td>
<td align="center" valign="middle">0.09</td>
</tr>
<tr>
<td align="left" valign="middle">Neutral acceptance</td>
<td align="center" valign="middle">0.29 [0.17, 0.40]</td>
<td align="center" valign="middle">0.09 [&#x2212;1.07, 1.25]</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic>-value</td>
<td align="center" valign="middle">0.00</td>
<td align="center" valign="middle">0.88</td>
</tr>
<tr>
<td align="left" valign="middle">Approach acceptance</td>
<td align="center" valign="middle">0.12 [0.02, 0.23]</td>
<td align="center" valign="middle">0.68 [&#x2212;0.04, 1.40]</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic>-value</td>
<td align="center" valign="middle">0.02</td>
<td align="center" valign="middle">0.07</td>
</tr>
<tr>
<td align="left" valign="middle">Escape acceptance</td>
<td align="center" valign="middle">&#x2212;0.23 [&#x2212;0.44, &#x2212;0.01]</td>
<td align="center" valign="middle">&#x2212;0.51 [&#x2212;1.21, 0.20]</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic>-value</td>
<td align="center" valign="middle">0.04</td>
<td align="center" valign="middle">0.16</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="sec27">
<label>3.5</label>
<title>Sensitivity analysis</title>
<p>Sensitivity analysis was conducted using the &#x201C;one-study-at-a-time exclusion&#x201D; method. The forest plot of &#x201C;one-study-at-a-time exclusion&#x201D; for the fear of death dimension is shown in <xref ref-type="fig" rid="fig5">Figure 5</xref>. The fluctuation ranges of the pooled effect sizes were &#x2212;0.43&#x202F;~&#x202F;&#x2212;0.31 (fear of death), &#x2212;0.46&#x202F;~&#x202F;&#x2212;0.35 (death avoidance), 0.10&#x202F;~&#x202F;0.24 (neutral acceptance), 0.17&#x202F;~&#x202F;0.32 (approach acceptance), and &#x2212;0.35&#x202F;~&#x202F;&#x2212;0.24 (escape acceptance), with no significant changes, indicating good stability of the results.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Forest plot of &#x201C;One-Study-at-a-Time Exclusion&#x201D; for the fear of death dimension.</p>
</caption>
<graphic xlink:href="fpubh-13-1754182-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot showing a meta-analysis of studies, each represented by a line with a diamond symbol indicating Hedges's g with a 95% confidence interval. Studies include Chen (2021) to Zhu (2023). P-values range between 0.000 and 0.002. The random-effects REML model is used. The x-axis ranges from -0.6 to 0.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec28">
<label>3.6</label>
<title>Publication bias</title>
<p>To assess potential publication bias, a funnel plot was drawn in <xref ref-type="fig" rid="fig6">Figure 6</xref> using the fear of death dimension as an example. The results showed that the funnel plot was basically symmetric; Egger&#x2019;s test indicated no significant publication bias (<italic>p</italic>&#x202F;=&#x202F;0.27).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Funnel plot (for the fear of death dimension).</p>
</caption>
<graphic xlink:href="fpubh-13-1754182-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Funnel plot showing standard error against Hedges's g. Blue dots represent study results. A red vertical line indicates the estimated theta sub IV. Grey lines mark the pseudo ninety-five percent confidence intervals.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec29">
<label>4</label>
<title>Discussion</title>
<sec id="sec30">
<label>4.1</label>
<title>Implications of high heterogeneity and statistical vs. clinical significance</title>
<p>The consistently high heterogeneity observed across DAP-R dimensions (I<sup>2</sup> &#x003E;&#x202F;80%) warrants careful interpretation of our findings. While random-effects models appropriately account for this heterogeneity, the wide prediction intervals suggest that the true effect of death education interventions may vary substantially across different implementation contexts. Several factors may contribute to this heterogeneity: (1) variations in intervention intensity and content, (2) cultural differences in death attitudes baseline levels, (3) diverse outcome measurement timepoints, and (4) differences in participant characteristics (e.g., clinical experience, prior exposure to death). Meta-regression was considered to explore moderators (e.g., baseline death anxiety, instructor training, outcome measurement timing) but deemed inappropriate due to the limited number of included studies (only 12) and insufficient statistical power for such an analysis with multiple covariates, which might lead to unstable regression results. Furthermore, it is crucial to distinguish between statistical significance and clinical/educational relevance. While many pooled effect sizes reached statistical significance, their confidence intervals were often wide, and some effects were small. Educators and policymakers should consider not only the statistical evidence but also the practical significance of these improvements in the context of curriculum design and resource allocation.</p>
</sec>
<sec id="sec31">
<label>4.2</label>
<title>Core effects and mechanisms of death education interventions</title>
<p>This study shows death education interventions has potential and relatively stable effects on improving medical students&#x2019; death attitudes, which is consistent with the conclusions of most existing studies.</p>
<sec id="sec32">
<label>4.2.1</label>
<title>From the perspective of death attitude transformation</title>
<p>Meta-analysis shows that death education interventions reduces medical students&#x2019; fear of death scores, which aligns with the findings of the four-stage &#x201C;listening-seeing-touching-transcending&#x201D; death model (<xref ref-type="bibr" rid="ref25">25</xref>). Notably, after receiving systematic scientific training, medical students are more inclined to view death as a &#x201C;natural physiological process&#x201D; (neutral acceptance). For instance, a Turkish study integrated religious and cultural content, yet medical students&#x2019; approach acceptance scores did not increase significantly (<xref ref-type="bibr" rid="ref15">15</xref>). This indicates that scientific and rational cognition dominates medical students&#x2019; death attitudes. Constructivist courses break the &#x201C;passive acceptance&#x201D; limitation of traditional education through group sharing and role-playing exercises. This helps internalize the perception that &#x201C;death is a natural law&#x201D; into a stable attitude. Furthermore, &#x201C;physical immersion (lying in a simulated coffin)&#x202F;+&#x202F;emotional resonance (reading simulated elegies)&#x201D; activates students&#x2019; deep emotional experiences. This &#x201C;embodied cognition&#x201D; mechanism effectively mitigates the fear caused by death taboos, corroborating the conclusion that &#x201C;spiritual care enhances death acceptance&#x201D; (<xref ref-type="bibr" rid="ref32">32</xref>).</p>
</sec>
<sec id="sec33">
<label>4.2.2</label>
<title>From the perspective of ability improvement</title>
<p>Death education interventions improves medical students&#x2019; attitudes toward palliative care, which can be explained by the &#x201C;situated learning theory.&#x201D; Real scenarios such as hospice ward internships and nursing home services allow medical students to directly observe patient suffering and family grief. This direct observation triggers &#x201C;emotional resonance&#x201D; (<xref ref-type="bibr" rid="ref31">31</xref>). It is important to note that mastering knowledge alone is insufficient to translate into clinical behavior; instead, &#x201C;case discussions + simulated practice&#x201D; must be integrated. This suggests that death education interventions should avoid the tendency of &#x201C;valuing knowledge over application&#x201D; (<xref ref-type="bibr" rid="ref33">33</xref>). Combining standardized patient simulation for communication training with clinical internships helps students master the skills of &#x201C;breaking bad news.&#x201D; This approach yields significant intervention effects. Additionally, incorporating &#x201C;death event reflection sessions&#x201D; during internships enables students to convert classroom knowledge into practical competence (<xref ref-type="bibr" rid="ref10">10</xref>). This &#x201C;practice-reflection-repractice&#x201D; cycle aligns with the survey result that &#x201C;students most require &#x2018;real-scenario learning&#x2019;&#x201D; (<xref ref-type="bibr" rid="ref34">34</xref>). Moreover, interprofessional collaborative learning is critical for the future work of multidisciplinary palliative care teams. Examples include joint participation of medical and nursing students in death case discussions (<xref ref-type="bibr" rid="ref35">35</xref>).</p>
</sec>
</sec>
<sec id="sec34">
<label>4.3</label>
<title>Preliminary evidence for curriculum design: suggested directions for death education</title>
<p>The subgroup analysis results provide preliminary suggestions for the curriculum design of death education for medical students. Core recommendations as follows:</p>
<sec id="sec35">
<label>4.3.1</label>
<title>Intervention method: prioritize blended learning and strengthen practical modules</title>
<p>Blended learning (online + offline) showed the associations with improved outcomes in our exploratory analysis. Another study reported a 92.4% satisfaction rate for this blended model, significantly higher than single theoretical teaching (68.3%) (<xref ref-type="bibr" rid="ref27">27</xref>). Structured courses also demonstrate advantages (<xref ref-type="bibr" rid="ref36">36</xref>): by &#x201C;identifying knowledge gaps through pre-tests and consolidating effects through post-tests.&#x201D; These advantages are reflected in two aspects:</p><list list-type="alpha-lower">
<list-item>
<p>Online module: adapts to the &#x201C;heavy curriculum and fragmented time&#x201D; characteristics of medical students. Theories (e.g., death culture, ethical regulations) can be delivered via MOOCs. Online discussion forums can facilitate interprofessional communication (e.g., nursing and clinical medical students jointly discussing &#x201C;palliative communication strategies&#x201D;).</p>
</list-item>
<list-item>
<p>Offline module: focuses on &#x201C;immersive experiences&#x201D; and recommends incorporating three core practical components: (1) Hospice ward internships to learn symptom management and family communication; (2) Funeral home/cemetery visits to understand funeral procedures and the dignity of life; (3) Simulated death experiences, such as &#x201C;writing epitaphs&#x201D; and &#x201C;lying-in-coffin experience,&#x201D; to strengthen reverence for life.</p>
</list-item>
</list>
</sec>
<sec id="sec36">
<label>4.3.2</label>
<title>Intervention duration: &#x2265;16 class hours is promising, balancing &#x201C;depth&#x201D; and &#x201C;feasibility&#x201D;</title>
<p>Subgroup analysis revealed that interventions lasting &#x2265;16 class hours might be more effective than those with &#x003C;16 class hours. A promising direction could be to offer death education as a &#x201C;semester-long course&#x201D; (e.g., 8&#x202F;weeks, 2 class hours per week) rather than short-term workshops. The reason is that changing medical students&#x2019; emotional attitudes toward death requires a gradual &#x201C;cognition-emotion-behavior&#x201D; process. Sufficient time also avoids &#x201C;information overload&#x201D; and consolidates effects through &#x201C;reflection diaries&#x201D; and &#x201C;group discussions.&#x201D;</p>
</sec>
<sec id="sec37">
<label>4.3.3</label>
<title>Content design: integrate student characteristics and cultural background to achieve &#x201C;localized adaptation&#x201D;</title>
<p>
<list list-type="alpha-lower">
<list-item>
<p>Differentiated design by target group: surveys show that junior medical students require more &#x201C;basic death cognition&#x201D; education, like the physiological process of death. Senior students, in contrast, focus more on &#x201C;clinical death response&#x201D; such as family comfort (<xref ref-type="bibr" rid="ref37">37</xref>). Nursing students show significantly stronger willingness to learn &#x201C;palliative care skills&#x201D; than students majoring in religious education. This difference stems from their professional needs (<xref ref-type="bibr" rid="ref38">38</xref>). Additionally, male students tend to have lower knowledge scores (<xref ref-type="bibr" rid="ref2">2</xref>) Therefore, more interactive and practical interventions should be designed for them.</p>
</list-item>
<list-item>
<p>Culturally localized design: death education should incorporate local cultural elements. Medical students in China are influenced by Confucian culture, which traditionally avoids discussing death. This makes them more prone to death anxiety and avoidance. The &#x201C;four-stage teaching model&#x201D; improved medical students&#x2019; neutral acceptance scores. It achieved this by integrating culturally relevant content such as Coco (on life inheritance) and Qingming Festival tomb-sweeping traditions (<xref ref-type="bibr" rid="ref28">28</xref>). In contrast, Islam&#x2019;s doctrine that &#x201C;death is a transition of life&#x201D; fosters higher death acceptance, so interventions can focus on &#x201C;palliative spiritual care&#x201D; (<xref ref-type="bibr" rid="ref39">39</xref>). A Turkish study found that nurses pay more attention to the &#x201C;emotional impact of death,&#x201D; so interventions should strengthen modules on &#x201C;self-care and emotional regulation&#x201D; (<xref ref-type="bibr" rid="ref40">40</xref>). These cultural differences indicate that death education cannot adopt a one-size-fits-all model; instead, content should be adjusted based on local cultural values to retain cultural flexibility within a standardized framework.</p>
</list-item>
</list>
</p>
</sec>
</sec>
<sec id="sec38">
<label>4.4</label>
<title>Implementation challenges and solutions for medical students&#x2019; death education</title>
<p>Based on practical feedback from included studies, current death education for medical students faces two major challenges that require targeted solutions:</p>
<sec id="sec39">
<label>4.4.1</label>
<title>Challenge 1: insufficient integration of &#x201C;death education + clinical practice&#x201D;</title>
<p>Among the included studies, 66.7% of courses were led by nursing/clinical teachers, but only 33.3% of these teachers had received systematic death education training (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref31">31</xref>). This leads to a tendency of &#x201C;emphasizing teaching over clinical practice&#x201D; in courses. One potential strategy to consider would be establishing a &#x201C;dual-teacher faculty team&#x201D;: co-taught by &#x201C;clinical teachers (responsible for care skills)&#x201D; and &#x201C;specialized teachers (responsible for emotional counseling).&#x201D; Meanwhile, an &#x201C;internship-education linkage mechanism&#x201D; should be built. This would involve setting up &#x201C;death event reflection sessions&#x201D; during clinical internships, where mentors guide students to discuss real death cases and convert classroom knowledge into practical abilities. Promote the &#x201C;simulation-reality transition model&#x201D;: first train communication skills through standardized patients, then gradually involve students in real palliative care to reduce psychological impact. Additionally, death education can be included as a reference indicator in medical students&#x2019; professional qualification examinations. This would urge institutions to prioritize education quality, ultimately ensuring that &#x201C;every medical student possesses basic death response and palliative care capabilities.&#x201D;</p>
</sec>
<sec id="sec40">
<label>4.4.2</label>
<title>Challenge 2: lack of a long-term effect evaluation system</title>
<p>Few studies conducted follow-ups exceeding 3&#x202F;months. None tracked students&#x2019; practical behaviors after entering clinical practice (e.g., whether they proactively participate in palliative care) (<xref ref-type="bibr" rid="ref41">41</xref>). Furthermore, although attempts were made to explore the impact of education on patient care, evaluations relied solely on students&#x2019; self-reports. This approach lacked objective assessments from patients or their families. It is recommended to establish a &#x201C;three-level tracking system (curriculum-internship-work)&#x201D; and adopt a mixed evaluation method combining &#x201C;student behavior observation + patient satisfaction survey.&#x201D; This approach would include: (1) Assess attitudes and knowledge upon course completion; (2) Evaluate &#x201C;stress responses when facing patient death&#x201D; 6&#x202F;months after clinical internships; (3) Measure &#x201C;palliative care practice behaviors&#x201D; 1&#x202F;year after employment. Long-term data will verify the sustainability of death education effects.</p>
</sec>
</sec>
<sec id="sec41">
<label>4.5</label>
<title>Limitations</title>
<p>
<list list-type="alpha-lower">
<list-item>
<p>Literature quality and type: included studies were before-and-after controlled trials, and most quasi-experimental studies lacked random allocation and allocation concealment, which may introduce selection bias. All included studies are non-randomized intervention studies, so the evidence level is lower than that of randomized controlled trials, and causal inference should be made with caution.</p>
</list-item>
<list-item>
<p>Language limitation: only Chinese and English literatures were included, potentially missing high-quality studies in other languages and posing a risk of publication bias.</p>
</list-item>
<list-item>
<p>Heterogeneity in measurement tools: although the DAP-R scale was used for the primary outcome, some studies adopted different versions (e.g., Chinese, English, Turkish versions), which may cause bias in effect size pooling.</p>
</list-item>
<list-item>
<p>Sample representativeness: Chinese studies accounted for 66.7% (8/12) of the included literature, so caution is required when extrapolating results to medical students of multiple majors worldwide.</p>
</list-item>
</list>
</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec42">
<label>5</label>
<title>Conclusion</title>
<p>Based on the evidence from non-randomized intervention studies, death education has potential and relatively stable effects on improving medical students&#x2019; death attitudes (reducing fear and avoidance, enhancing neutral acceptance, etc.) and enhancing their palliative care literacy. Blended learning (online theory + offline practice) and an intervention duration of &#x2265;16 class hours represent potentially optimal strategies that warrant further validation through rigorous RCTs. It is suggested that medical colleges and universities incorporate death education into their core curriculum, design &#x201C;commonality + individuality&#x201D; course content based on professional characteristics and local culture, and establish &#x201C;embedded clinical connection&#x201D; and &#x201C;long-term tracking evaluation&#x201D; systems to support the cultivation of high-quality medical talents with &#x201C;integration of humanity and technology.&#x201D; Future research should conduct more multicenter studies to explore optimization paths for death education among medical students of different majors and cultural backgrounds.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec43">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec44">
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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/1454096/overview">Carlos Laranjeira</ext-link>, Polytechnic Institute of Leiria, Portugal</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/1961027/overview">Youwen Gong</ext-link>, The First People's Hospital of Changde City, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3253489/overview">&#x00C2;ngela Sim&#x00F5;es</ext-link>, Polytechnic Institute of Castelo Branco, Portugal</p></fn>
</fn-group>
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