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<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
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<issn pub-type="epub">1664-1078</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2025.1669119</article-id><article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading"><subject>Clinical Trial</subject></subj-group>
</article-categories>
<title-group>
<article-title>A randomized controlled trial study of a life review art intervention for older adults living alone</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tsai</surname>
<given-names>Pei-Ching</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3067638"/>
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<contrib contrib-type="author">
<name>
<surname>Chou</surname>
<given-names>Wen-Huei</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Liao</surname>
<given-names>Shu-Yi</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3254266"/>
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<aff id="aff1"><label>1</label><institution>Graduate School of Design, National Yunlin University of Science and Technology</institution>, <city>Douliu</city>, <country country="tw">Taiwan</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital Yunlin Branch</institution>, <city>Yunlin</city>, <country country="tw">Taiwan</country></aff>
<author-notes><corresp id="c001"><label>&#x002A;</label>Correspondence: Pei-Ching Tsai, <email xlink:href="mailto:tsai.peiching.ching@gmail.com">tsai.peiching.ching@gmail.com</email></corresp></author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-11-19">
<day>19</day>
<month>11</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1669119</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>10</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Tsai, Chou and Liao.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Tsai, Chou and Liao</copyright-holder>
<license><ali:license_ref start_date="2025-11-19">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 id="sec1">
<title>Background</title>
<p>Older adults living alone face high risks of depression and functional decline; culturally adapted, non-pharmacological options are needed.</p>
</sec>
<sec id="sec2">
<title>Objective</title>
<p>To test whether a 12-week Life Review Art Therapy (LRAT) program improves psychological well-being and adaptive functioning in older adults living alone (OALA).</p>
</sec>
<sec id="sec3">
<title>Methods</title>
<p>A randomized controlled trial was conducted with 22 participants (experimental <italic>n</italic> =&#x202F;11; control <italic>n</italic> =&#x202F;11). Primary outcomes were depressive symptoms, measured by the Geriatric Depression Scale-15 (GDS-15) and the Beck Depression Inventory-II (BDI-II), and adaptive behavior, measured by the Adaptive Behavior Assessment System-II (ABAS-II).</p>
</sec>
<sec id="sec4">
<title>Results</title>
<p>Compared with the control group, the experimental group demonstrated significant reductions in depressive symptoms (GDS-15 post-test mean difference&#x202F;=&#x202F;&#x2212;9.45; BDI-II post-test mean difference&#x202F;=&#x202F;&#x2212;15.82) and the General Adaptive Composite (GAC) of adaptive behavior significantly increased (post-test mean difference&#x202F;=&#x202F;10.64). Significant improvements were observed in the Conceptual and Social domains, while no significant changes were found in the Practical domain. At the skill level, the experimental group demonstrated significant gains in Communication, Self-Direction, Social, and Community Use (<italic>p</italic> &#x003C;&#x202F;0.05), whereas the control group exhibited declines across multiple skills.</p>
</sec>
<sec id="sec5">
<title>Conclusion</title>
<p>Life Review Art Therapy effectively enhanced both emotional well-being and daily functioning in OALA, supporting its potential as a community-based, non-pharmacological intervention.</p>
</sec>
<sec>
<title>Clinical trial registration</title>
<p><ext-link xlink:href="https://clinicaltrials.gov/study/NCT06763757" ext-link-type="uri">https://clinicaltrials.gov/study/NCT06763757</ext-link>, Unique Protocol ID: 202410001RINA.</p>
</sec>
</abstract>
<kwd-group>
<kwd>older adults living</kwd>
<kwd>mental health</kwd>
<kwd>trauma</kwd>
<kwd>life review</kwd>
<kwd>art therapy</kwd>
<kwd>depression</kwd>
<kwd>adaptive behavior</kwd>
</kwd-group><funding-group><funding-statement>The author(s) declare that financial support was received for the research and/or publication of this article. The research for this article was funded by the National Taiwan University Hospital, Yunlin Branch, NTUH No: 112-C015.</funding-statement></funding-group>
<counts>
<fig-count count="4"/>
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<ref-count count="91"/>
<page-count count="15"/>
<word-count count="10392"/>
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<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Psychology of Aging</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec6">
<title>Introduction</title>
<p>Late-life depression and functional decline among older adults living alone (OALA) have emerged as critical global public health challenges, requiring the development of innovative and culturally sensitive interventions. Due to the compounded effects of aging, bereavement, and prolonged social isolation, OALA are particularly vulnerable to emotional distress, cognitive impairment, and social withdrawal (<xref ref-type="bibr" rid="ref23">Hadida-Naus et al., 2023</xref>; <xref ref-type="bibr" rid="ref47">McKay et al., 2021</xref>). Although global life expectancy continues to rise, mental health support for older populations remains inadequate. For instance, In Taiwan, the treatment rate for late-life depression is under 40% (<xref ref-type="bibr" rid="ref9">Chang et al., 2022</xref>), with official data showing only 27% seeking care and 11% receiving effective treatment&#x2014;well below rates in other developed countries (<xref ref-type="bibr" rid="ref50">Ministry of Health and Welfare, 2022</xref>). This discrepancy underscores an urgent need for community-based, non-pharmacological interventions that simultaneously address psychological well-being and adaptive functioning.</p>
<p><italic>Life review therapy</italic> (LRT), first conceptualized by <xref ref-type="bibr" rid="ref7">Butler (1963)</xref>, is grounded in reminiscence, a naturally occurring process in later life through which individuals recall both positive and negative memories to derive meaning (<xref ref-type="bibr" rid="ref83">Westerhof and Slatman, 2019</xref>). Butler distinguished general reminiscence, defined as the recollection of personal memories, from life review, which entails a more evaluative examination of past events. LRT seeks to help older adults integrate life experiences, resolve conflicts, and achieve ego integrity. Meta-analyses have consistently demonstrated the effectiveness of LRT in alleviating depressive symptoms and enhancing life satisfaction (<xref ref-type="bibr" rid="ref42">Lin et al., 2024</xref>; <xref ref-type="bibr" rid="ref56">Pinquart, 2024</xref>). Beyond depression, studies have shown that LRT promotes psychological well-being, strengthens identity and social connectedness, and supports cognitive functioning (<xref ref-type="bibr" rid="ref90">Yen and Lin, 2018</xref>). More recent evidence suggests that LRT may also help mitigate anxiety and trauma-related symptoms, underscoring its potential as a broader therapeutic approach (<xref ref-type="bibr" rid="ref40">Lely and Kleber, 2022</xref>). However, questions remain regarding the cross-cultural applicability of LRT and its differential effects across diverse populations, which warrant further investigation (<xref ref-type="bibr" rid="ref12">Choudhury et al., 2020</xref>; <xref ref-type="bibr" rid="ref28">Hofer et al., 2017</xref>).</p>
<p>Despite these demonstrated benefits, the effectiveness and cultural adaptability of LRT remain subject to debate. <xref ref-type="bibr" rid="ref28">Hofer et al. (2017)</xref> found that negative reminiscence was associated with impaired need satisfaction and increased depressive symptoms, highlighting cultural differences in how individuals process painful memories. <xref ref-type="bibr" rid="ref12">Choudhury et al. (2020)</xref> similarly argued that LRT is not a one-size-fits-all intervention, as outcomes are shaped by cultural context and individual conditions such as social support and health status. In some cases, LRT may even evoke guilt, anxiety, or sadness when unresolved or traumatic memories are recalled (<xref ref-type="bibr" rid="ref37">Keisari et al., 2023</xref>). Likewise, <xref ref-type="bibr" rid="ref8">Cetinkol et al. (2020)</xref> demonstrated that lower acceptance of the past and higher death anxiety are significantly associated with geriatric depression. These findings suggest that cultural context plays a decisive role in shaping both the processes and outcomes of life review.</p>
<p>Taiwan provides a particularly compelling cultural context for understanding the complexities of life review. The island underwent Japanese colonial rule from 1895 to 1945, followed by nearly four decades of martial law under the Republic of China (1949&#x2013;1987). This history fostered political fear, social repression, and a &#x201C;culture of silence&#x201D; that curtailed freedom of expression and suppressed emotional communication, leaving enduring psychological scars (<xref ref-type="bibr" rid="ref53">National Human Rights Museum, 2021</xref>). These legacies, transmitted through cultural narratives and family storytelling, continue to shape attitudes toward memory, identity, and emotional expression (<xref ref-type="bibr" rid="ref31">Huang, 2019</xref>). Moreover, many older Taiwanese adults carry childhood memories of war, poverty, resource scarcity, and enforced patriotism, which remain deeply embedded in their life stories (<xref ref-type="bibr" rid="ref10">Chen et al., 2012</xref>).</p>
<p>As a result, Taiwan has developed into a multicultural society shaped by Chinese, Japanese, and Austronesian indigenous traditions. In later life, older adults often experience identity crises and a diminished sense of life meaning as they withdraw from primary social roles, particularly given their reliance on family and community resources (<xref ref-type="bibr" rid="ref35">Kahana et al., 2014</xref>; <xref ref-type="bibr" rid="ref85">World Health Organization, 2022</xref>, <xref ref-type="bibr" rid="ref86">2023a</xref>,<xref ref-type="bibr" rid="ref87">b</xref>). This vulnerability heightens the risk of depression and social isolation. Against this backdrop, cultural sensitivity is crucial in the design and implementation of psychosocial interventions.</p>
<p>Beyond cultural and psychosocial factors, trauma and cognitive decline further complicate interventions for older adults living alone (OALA). According to the <italic>Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition</italic> (DSM-5; <xref ref-type="bibr" rid="ref1">American Psychiatric Association, 2013</xref>), trauma is defined as a stress response to overwhelming events, which can fragment autobiographical memory, weaken social connections, and intensify depressive symptoms (<xref ref-type="bibr" rid="ref59">Rubin et al., 2008</xref>). This study is grounded in Trauma-Informed Art Therapy (TIAT), which emphasizes six principles including safety, trust, collaboration, empowerment, and cultural sensitivity (<xref ref-type="bibr" rid="ref70">Substance Abuse and Mental Health Services Administration [SAMHSA], 2014</xref>). In art therapy, this approach prevents retraumatization and promotes meaning-making and regulation (<xref ref-type="bibr" rid="ref13">Cloitre, 2020</xref>; <xref ref-type="bibr" rid="ref44">Malchiodi, 2020</xref>).</p>
<p>Art therapy, through creative processes such as drawing and imagination, provides an alternative pathway for self-expression and healing when verbal communication is limited (<xref ref-type="bibr" rid="ref2">Annous et al., 2022</xref>). Moreover, art therapy has been shown to effectively address complex emotional states such as guilt, sadness, and anxiety (<xref ref-type="bibr" rid="ref36">Kaimal et al., 2019</xref>). Within a trauma-informed framework, it provides a safe medium to externalize suppressed emotions, reconstruct life narratives, and foster resilience (<xref ref-type="bibr" rid="ref44">Malchiodi, 2020</xref>). Furthermore, art-making activities supported by photographs or symbolic objects can evoke meaningful memories, reinforce identity, and enhance social interaction (<xref ref-type="bibr" rid="ref46">Matheson-Monnet, 2020</xref>). While not all older adults living alone meet clinical trauma criteria, many face cumulative adversities such as bereavement, poverty, or sociopolitical oppression (<xref ref-type="bibr" rid="ref31">Huang, 2019</xref>). Thus, a trauma-informed perspective strengthens the rationale for integrating life review and art therapy while safeguarding cultural and psychological safety.</p>
<p>Importantly, converging reviews indicate that <italic>executive function</italic> (EF) is amenable to improvement through diverse interventions (<xref ref-type="bibr" rid="ref18">Diamond and Ling, 2016</xref>). EF encompasses higher-order cognitive processes, including planning, initiation, execution, monitoring, and inhibition of behavior, playing a critical role in self-regulation and adaptive functioning in complex tasks (<xref ref-type="bibr" rid="ref49">Menon and D&#x2019;Esposito, 2022</xref>). EF is essential for maintaining autonomy in older adults but declines with age and is more severely impaired in late-life depression (<xref ref-type="bibr" rid="ref72">Szymkowicz et al., 2023</xref>). Stress, grief, loneliness, and poor health further exacerbate this vulnerability (<xref ref-type="bibr" rid="ref18">Diamond and Ling, 2016</xref>). Within this context, visual and expressive art therapy has demonstrated potential benefits for cognition, nonverbal emotional expression, and resilience, though the quality of evidence remains inconsistent and calls for more rigorous trials (<xref ref-type="bibr" rid="ref92">Zhao and Rice, 2024</xref>). Collectively, these insights underscore the importance of developing integrative, non-pharmacological interventions that simultaneously support cognitive resilience, emotional expression, and trauma recovery in OALA.</p>
<p>Recent studies in East Asian contexts, including Taiwan, have demonstrated that life review can reduce depressive symptoms and improve life satisfaction, self-esteem, and social interactions, supporting its feasibility in these cultural settings (<xref ref-type="bibr" rid="ref73">Tam et al., 2021</xref>). Evidence further suggests that cultural tailoring&#x2014;by incorporating local language, values, and historical experiences&#x2014;enhances both the acceptability and effectiveness of life review interventions (<xref ref-type="bibr" rid="ref20">Diwan et al., 2023</xref>). In Taiwan, life review has been shown to improve life satisfaction (<xref ref-type="bibr" rid="ref39">Lee et al., 2023</xref>) and group reminiscence can reduce depressive symptoms (<xref ref-type="bibr" rid="ref89">Yao et al., 2020</xref>), while art therapy is increasingly applied in community and care settings (<xref ref-type="bibr" rid="ref33">Jia and Tung, 2024</xref>; <xref ref-type="bibr" rid="ref88">Yao, 2024</xref>). However, their integration has not yet been systematically examined, with existing reviews treating these approaches separately (<xref ref-type="bibr" rid="ref48">McQuade and O&#x2019;Sullivan, 2023</xref>; <xref ref-type="bibr" rid="ref56">Pinquart, 2024</xref>).</p>
<p>In addition to evaluating efficacy, broader implementation frameworks such as RE-AIM and CFIR highlight the importance of adoption, sustainability, and contextual support (<xref ref-type="bibr" rid="ref57">Racey et al., 2021</xref>; <xref ref-type="bibr" rid="ref60">Safaeinili et al., 2019</xref>). Given that OALA face a &#x201C;triple vulnerability&#x201D; of aging, trauma, and isolation (<xref ref-type="bibr" rid="ref23">Hadida-Naus et al., 2023</xref>), the present study implemented a culturally adapted life review art therapy (LRAT) program grounded in Taiwanese history and culture. Furthermore, to move beyond the predominant focus on psychological outcomes, we incorporated adaptive behavior measures (ABAS-II) to assess whether improvements in emotional well-being also translate into enhanced daily functioning. Together, these innovations informed the current trial, which aimed to evaluate both the psychological and functional effects of LRAT among older adults living alone in Taiwan.</p>
<p>This study aims to investigate the effects of a life review art therapy (LRAT) intervention on depressive symptoms and adaptive behaviors among OALA. The following hypotheses were tested: (1) Alleviate depressive symptoms; (2) Alleviate emotional distress in this population; (3) Improve adaptive function. By integrating reflective life review with creative art-based processes, this intervention seeks to empower older adults to reconstruct life narratives, enhance emotional regulation, and strengthen the executive and social skills necessary for independent living. Through this study, we aim to provide empirical evidence supporting LRAT as an effective, non-pharmacological approach that addresses the multidimensional needs of OALA.</p>
</sec>
<sec sec-type="materials|methods" id="sec7">
<title>Materials and methods</title>
<sec id="sec8">
<title>Study design</title>
<p>A randomized controlled trial was conducted to evaluate the effects of the LRAT program on depression, adaptive behavior, and emotional distress among OALA over a 12-week period. The intervention was implemented between December 2024 and March 2025. The recruitment and allocation process is presented in <xref ref-type="fig" rid="fig1">Figure 1</xref> (CONSORT flow diagram), which outlines participant screening, random allocation, intervention completion, and final analysis to ensure transparency in reporting (<xref ref-type="bibr" rid="ref29">Hopewell et al., 2025</xref>; <xref ref-type="bibr" rid="ref62">Schulz et al., 2010</xref>). In total, 22 participants were enrolled and randomly assigned to the intervention group (<italic>n</italic> =&#x202F;11) or the control group (<italic>n</italic> =&#x202F;11). All participants completed the study, with no dropout or loss to follow-up. This trial used a single-blind design (assessor-blinded); facilitators and participants could not be blinded (<xref ref-type="bibr" rid="ref6">Boutron et al., 2008</xref>; <xref ref-type="bibr" rid="ref34">Juul et al., 2021</xref>). The intervention was co-developed and delivered by licensed occupational therapists and trained research staff, while outcome assessments were administered by a separate team of blinded assessors to minimize measurement bias (<xref ref-type="bibr" rid="ref69">Sterne et al., 2023</xref>; <xref ref-type="bibr" rid="ref63">Schulz and Grimes, 2002</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>CONSORT 2025 flow diagram illustrating the recruitment and allocation process. This figure was created by the authors based on actual study data, detailing participant screening, random allocation, intervention completion, and final analysis to ensure transparency in reporting (<xref ref-type="bibr" rid="ref29">Hopewell et al., 2025</xref>; <xref ref-type="bibr" rid="ref62">Schulz et al., 2010</xref>).</p>
</caption>
<graphic xlink:href="fpsyg-16-1669119-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart depicting the stages of a study. Enrolment: 29 assessed, 7 excluded, 22 randomized. Allocation: 11 assigned to intervention, 11 to control. Follow-Up: No losses in either group. Analysis: All 22 analyzed, none excluded.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec9">
<title>Eligibility criteria</title>
<p>Participants were eligible for inclusion if they met the following criteria: community-dwelling older adults aged &#x2265;65&#x202F;years who were able to communicate in Mandarin Chinese, Taiwanese, or English and provide written informed consent. In Taiwan, individuals aged &#x2265;65&#x202F;years are officially classified as older adults (<xref ref-type="bibr" rid="ref52">National Development Council, 2024</xref>). To align with the study objective, participants were additionally required to be living alone, defined as residing in a single-person household without a spouse, partner, or other family members (<xref ref-type="bibr" rid="ref91">Yeung, 2015</xref>), as this group is particularly vulnerable to social isolation and emotional distress (<xref ref-type="bibr" rid="ref75">Tunstall, 1966/2024</xref>). Additional inclusion requirements included: no current use of psychotropic medications (e.g., for anxiety, depression, schizophrenia, or bipolar disorder); no prior participation in similar intervention studies; a Mini-Mental State Examination (MMSE) score of 24&#x2013;30, indicating adequate verbal expression; no significant physical impairments that would hinder participation in drawing or other art-related activities; and no history of brain injury or psychiatric disorders. Consistent with a trauma-informed (rather than trauma-specific) approach, trauma exposure or diagnosis was not required for enrollment and was not used as a stratification criterion (<xref ref-type="bibr" rid="ref70">Substance Abuse and Mental Health Services Administration [SAMHSA], 2014</xref>).</p>
<p>Participants were excluded if they had recently experienced major life events likely to destabilize emotional status (e.g., bereavement, severe illness, or financial hardship), exhibited strong resistance to art therapy, or were unable to complete the intervention sessions due to personal reasons. Further exclusion criteria included severe visual or hearing impairments that hindered effective participation, marked emotional dysregulation under stress (e.g., pronounced anxiety or emotional lability), or unwillingness to provide consent for audio recording during sessions. These exclusion criteria were intended to ensure participants&#x2019; adequate capacity and emotional stability for engagement, while minimizing potential confounds in evaluating intervention effects.</p>
</sec>
<sec id="sec10">
<title>Ethics approval and informed consent</title>
<p>The study protocol was approved by the NTUH-REC No.: 202410001RINA Institutional Review Board (IRB; approval number: NTUH-REC No.: 202410001RINA). All participants provided written informed consent prior to study enrollment, in accordance with ethical guidelines.</p>
</sec>
<sec id="sec11">
<title>Data collection procedure</title>
<p>Participants were recruited via posters, online ads, and flyers, and then randomized into experimental and control groups. Participants provided informed consent after receiving study information from occupational therapists and researchers at the Yunlin Branch of the National Taiwan University Hospital. Standardized outcome measures (ABAS-II, GDS-15, BDI-II) were administered by blinded research assistants; occupational therapists conducted baseline clinical screening (e.g., MMSE) and safety monitoring and did not administer outcome assessments. Interventions and assessments were conducted at a community center in Hsinchu City. Researchers, supervised by occupational therapists, managed the interventions, data collection, and analysis (<xref ref-type="bibr" rid="ref3">Argyropoulos et al., 2015</xref>).</p>
</sec>
<sec id="sec12">
<title>Randomization</title>
<p>Participants were recruited from community centers in the East District of Hsinchu City and randomly assigned to the experimental (<italic>n</italic> =&#x202F;11) or control (<italic>n</italic> =&#x202F;11) group using a random number generator in Excel 2019 (Microsoft, Redmond, WA, United States), stratified by age and gender. A secondary generator (Research Randomizer, Version 4.0) was used to produce a list of 11 unique numbers, and participants whose identification numbers matched were assigned to the experimental group. Allocation was conducted by an independent research assistant using sequentially numbered, opaque, sealed envelopes (SNOSE) to ensure concealment and disclosed to facilitators only after pretesting (<xref ref-type="bibr" rid="ref27">Higgins et al., 2019</xref>; <xref ref-type="bibr" rid="ref62">Schulz et al., 2010</xref>). This study used an assessor-blinded (single-blind) design. To prevent contamination, participants were instructed not to share intervention materials or assessments; pre- and post-tests were scheduled on different dates, times, and in separate classrooms, and outcome assessments consisted of self-report measures administered by trained assistants blinded to group allocation to minimize assessor-related bias (<xref ref-type="bibr" rid="ref62">Schulz et al., 2010</xref>). Assessors and analysts used de-identified group codes (e.g., A/B) for data handling and analyses until completion of the primary analysis.</p>
</sec>
<sec id="sec13">
<title>Intervention group</title>
<p>Grounded in Life Review Therapy (LRT; <xref ref-type="bibr" rid="ref7">Butler, 1963</xref>) and adapted to the sociocultural context of older adults living alone in Taiwan (<xref ref-type="bibr" rid="ref28">Hofer et al., 2017</xref>), the Life Review Art Therapy (LRAT) curriculum incorporated reflection on turning points, family, and identity through multimodal art-making (e.g., timeline, memory mapping, drawing, mask-making, collage) (<xref ref-type="bibr" rid="ref66">Shin et al., 2023</xref>). Consistent with a trauma-informed (rather than trauma-specific) approach, the intervention emphasized safety, choice, empowerment, and cultural sensitivity (<xref ref-type="bibr" rid="ref70">Substance Abuse and Mental Health Services Administration [SAMHSA], 2014</xref>). LRAT was delivered in 12 weekly sessions (90&#x202F;min each) at a community center in Hsinchu City. Each cohort comprised 4 participants and was co-facilitated by one licensed occupational therapist and one trained research facilitator. Delivery adhered to a manualized protocol with fidelity checklists and attendance logs.</p>
<p>The LRAT intervention, based on Erikson&#x2019;s ego integrity theory, facilitated life experience reconstruction through art and reflection (<xref ref-type="bibr" rid="ref7">Butler, 1963</xref>; <xref ref-type="bibr" rid="ref21">Erikson and Erikson, 1998</xref>). This 12-week program aimed to build resilience, reduce depressive cognitions, and enhance EF by addressing grief, loss, and trauma. Art therapy incorporates directive, non-directive, and hybrid approaches to improve self-expression, relationships, memory, and agency (<xref ref-type="bibr" rid="ref26">Herulf Scholander et al., 2024</xref>). EF improvement was emphasized due to its influence on language, emotion, thought, and memory (<xref ref-type="bibr" rid="ref45">Manning and Steffens, 2018</xref>; <xref ref-type="bibr" rid="ref72">Szymkowicz et al., 2023</xref>). Unlike physical exercise&#x2013;based EF interventions (<xref ref-type="bibr" rid="ref5">Blomstrand et al., 2023</xref>), art therapy stimulates cognitive processes, enhancing communication, emotion articulation, and self-awareness (<xref ref-type="bibr" rid="ref15">Davis et al., 2019</xref>). LRAT utilized art to foster past acceptance, EF enhancement, and trauma integration. A consolidated summary of the 10 intervention sessions is presented in <xref ref-type="table" rid="tab1">Table 1</xref>, which outlines weekly themes, introductory prompts, core activities, and therapeutic focus. Twelve representative artworks and participants&#x2019; quotations are included as <xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref> (see: Life Review Art Therapy [LRAT] Intervention Sessions). Representative artworks from Sessions 2, 3&#x2013;4, and 7 are shown in <xref rid="SM1" ref-type="supplementary-material">Supplementary Figures 2&#x2013;4</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Life review art therapy (LRAT) intervention curriculum.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Session</th>
<th align="left" valign="top">Theme</th>
<th align="left" valign="top">Prompt</th>
<th align="left" valign="top">Activities</th>
<th align="left" valign="top">Therapeutic focus</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">1</td>
<td align="left" valign="middle">Life Timeline and Orientation</td>
<td align="left" valign="middle">&#x201C;Create a timeline of your life.&#x201D;</td>
<td align="left" valign="middle">Timeline drawing;<break/>Group sharing</td>
<td align="left" valign="middle">Orientation<break/>(<xref ref-type="bibr" rid="ref7">Butler, 1963</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">2</td>
<td align="left" valign="middle">Childhood and Family Memories</td>
<td align="left" valign="middle">&#x201C;Draw a picture that represents a childhood memory.&#x201D;</td>
<td align="left" valign="middle">Event mapping;<break/>Family drawings</td>
<td align="left" valign="middle">Memory<break/>(<xref ref-type="bibr" rid="ref44">Malchiodi, 2020</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">3</td>
<td align="left" valign="middle">Protective Strengths</td>
<td align="left" valign="middle">&#x201C;If you were an animal, which would you be?&#x201D;</td>
<td align="left" valign="middle">Animal self-drawings</td>
<td align="left" valign="middle">Empowerment<break/>(<xref ref-type="bibr" rid="ref17">Decker et al., 2018</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">4</td>
<td align="left" valign="middle">Relational Needs</td>
<td align="left" valign="middle">&#x201C;Which animal represents your relationships?&#x201D;</td>
<td align="left" valign="middle">Relational animal drawings</td>
<td align="left" valign="middle">Relationships<break/>(<xref ref-type="bibr" rid="ref26">Herulf Scholander et al., 2024</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">5</td>
<td align="left" valign="middle">Self-Reflection and Ocean Collage</td>
<td align="left" valign="middle">&#x201C;Select a seashell; what does it mean to you?&#x201D;</td>
<td align="left" valign="middle">Seashell collage;<break/>Ocean symbolism</td>
<td align="left" valign="middle">Reflection<break/>(<xref ref-type="bibr" rid="ref56">Pinquart, 2024</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">6</td>
<td align="left" valign="middle">Coping and Resilience</td>
<td align="left" valign="middle">&#x201C;Imagine your journey as a boat on the sea.&#x201D;</td>
<td align="left" valign="middle">Ocean meditation;<break/>Journey drawings</td>
<td align="left" valign="middle">Resilience<break/>(<xref ref-type="bibr" rid="ref40">Lely and Kleber, 2022</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">7</td>
<td align="left" valign="middle">Inner and Outer Self</td>
<td align="left" valign="middle">&#x201C;Create a mask of your inner and outer sides.&#x201D;</td>
<td align="left" valign="middle">Mask-making (inner vs. outer self)</td>
<td align="left" valign="middle">Identity<break/>(<xref ref-type="bibr" rid="ref13">Cloitre, 2020</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">8</td>
<td align="left" valign="middle">Loss and Farewell</td>
<td align="left" valign="middle">&#x201C;Write/draw a letter to a loved one.&#x201D;</td>
<td align="left" valign="middle">Perspective drawing;<break/>Letter writing</td>
<td align="left" valign="middle">Grief<break/>(<xref ref-type="bibr" rid="ref37">Keisari et al., 2023</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">9</td>
<td align="left" valign="middle">Joy and Positive Resources</td>
<td align="left" valign="middle">&#x201C;Draw or paint a joyful memory.&#x201D;</td>
<td align="left" valign="middle">Music meditation;<break/>Free drawing</td>
<td align="left" valign="middle">Joy<break/>(<xref ref-type="bibr" rid="ref66">Shin et al., 2023</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">10</td>
<td align="left" valign="middle">Processing Complex Loss</td>
<td align="left" valign="middle">&#x201C;Depict circumstances of a personal loss.&#x201D;</td>
<td align="left" valign="middle">Grief collage artworks</td>
<td align="left" valign="middle">Integration<break/>(<xref ref-type="bibr" rid="ref54">Nelson et al., 2022</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">11</td>
<td align="left" valign="middle">Autobiographical Reflection</td>
<td align="left" valign="middle">&#x201C;Create a timeline representing emotional changes.&#x201D;</td>
<td align="left" valign="middle">Autobiographical timelines</td>
<td align="left" valign="middle">Well-Being<break/>(<xref ref-type="bibr" rid="ref42">Lin et al., 2024</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">12</td>
<td align="left" valign="middle">Course Reflection</td>
<td align="left" valign="middle">&#x201C;What does a happy life mean to you now?&#x201D;</td>
<td align="left" valign="middle">Group reflection; Verbal sharing</td>
<td align="left" valign="middle">Closure<break/>(<xref ref-type="bibr" rid="ref21">Erikson and Erikson, 1998</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec14">
<title>Session details</title>
<p>In Session 2, participants visually explored autobiographical memories by mapping salient life events and using artwork to externalize associated thoughts and emotions (see <xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Life-review artwork depicting parental conflict. A participant portrayed conflicting feelings toward her parents&#x2014;&#x201C;a painful memory of actions that overshadowed my childhood&#x201D;&#x2014;illustrating the trauma-processing component of the intervention.</p>
</caption>
<graphic xlink:href="fpsyg-16-1669119-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">A childlike image containing various elements. On the left side is a sad child, with the words "Boring childhood, lack of love and care" written next to it. Above, a coffin, a cross, and a corpse are depicted. Nearby, a couple and dancing children are depicted. Also depicted are a house surrounded by a wreath, a figure with animal ears, and a couple with a crossed-out image.</alt-text>
</graphic>
</fig>
<p>Sessions 3&#x2013;4: Participants created self-empowering images by drawing animals as extensions of themselves and external elements of their experiences. These exercises facilitated exploration of self-identity, protective strengths, and relational needs. A representative example is shown in <xref ref-type="fig" rid="fig3">Figure 3</xref>, illustrating how one participant identified with a wolf to symbolize independence and self-protection (see <xref rid="SM1" ref-type="supplementary-material">Supplementary Figure 1</xref> for an additional example from Session 4).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Animal symbolism&#x2014;wolf as independence and self-protection. The participant noted, &#x201C;Wolves represent independence, strength, and self-protection, reminding me to care for myself before helping others&#x201D;.</p>
</caption>
<graphic xlink:href="fpsyg-16-1669119-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Illustration of a wolf on a black background, drawn with white and yellow chalk-like strokes. The wolf's head and body are prominent, with piercing eyes and textured fur details.</alt-text>
</graphic>
</fig>
<p>In Session 7, mask-making was used to juxtapose inner experience with outward presentation, strengthening self-efficacy and coherence through trauma-informed reflection (see <xref ref-type="fig" rid="fig4">Figure 4</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Mask-making to contrast inner and outer selves. One participant explained, &#x201C;The purple reflects my inner pain and helplessness, in contrast with my outward desire for peace,&#x201D; exemplifying trauma-informed identity integration.</p>
</caption>
<graphic xlink:href="fpsyg-16-1669119-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">A painted mask, split in two. The left side is green with yellow symbols and red shapes resembling a face. The right side is blue with white and blue patterns around the eyes and other designs, creating an abstract appearance.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec15">
<title>Control group</title>
<p>Although the control and experimental groups were administered during the same month and week, the control group did not receive LRAT. To minimize potential confounding variables, the control group continued to receive routine community services and maintain their existing social activities to enhance interpretability and external validity, consistent with the principles of pragmatic experimentation (<xref ref-type="bibr" rid="ref93">Zwarenstein et al., 2008</xref>). This arrangement preserved psychosocial support for the control group while minimizing the risks of contamination and attrition due to unequal benefit, with delayed intervention offered when necessary to address ethical and retention considerations (<xref ref-type="bibr" rid="ref14">Cunningham et al., 2013</xref>).</p>
</sec>
<sec id="sec16">
<title>Assessments and follow-up</title>
<p>Outcomes were assessed at weeks 1 and 12. In this study, no missing data were reported, and all participants completed both pretest and posttest assessments; thus, no data imputation procedures were necessary. This strengthens the validity of the study findings (<xref ref-type="bibr" rid="ref32">Jakobsen et al., 2017</xref>).</p>
</sec>
<sec id="sec17">
<title>Outcome measures</title>
<p>The study instruments were categorized as follows:</p>
<list list-type="order">
<list-item>
<p>Chinese version of the Adaptive Behavior Assessment System &#x2013; Second Edition (ABAS-II). The ABAS-II (<xref ref-type="bibr" rid="ref24">Harrison and Oakland, 2003</xref>), adapted for use with older adults, with specific forms designed for individuals aged 65&#x2013;74 and 75&#x2013;84&#x202F;years. This instrument evaluates adaptive behavior through the General Adaptive Composite (GAC), three adaptive domains (Conceptual, Social, and Practical), and nine adaptive skill areas. The Conceptual domain includes Communication, Functional Academics, and Self-Direction; the Social domain includes Leisure and Social; and the Practical domain includes Community Use, Home Living, Health and Safety, and Self-Care. The GAC and adaptive domains are reported as standard scores (<italic>M</italic>&#x202F;=&#x202F;100, SD&#x202F;=&#x202F;15), whereas the adaptive skill areas are reported as scaled scores (<italic>M</italic>&#x202F;=&#x202F;10, SD&#x202F;=&#x202F;3). Data were collected through participant self-report, which captures subjective perceptions of functional status and complements the limitations of proxy ratings and objective tests. Self-report tools provide a practical and cost-effective means of assessing multidimensional daily functioning, particularly suitable for community-based research (<xref ref-type="bibr" rid="ref25">Harrison and Oakland, 2015</xref>; <xref ref-type="bibr" rid="ref61">Sandercock et al., 2020</xref>).</p>
</list-item>
<list-item>
<p>Chinese version of the Beck Depression Inventory &#x2013; Second Edition (BDI-II). The Beck Depression Inventory-II (BDI-II) is a widely used self-report tool for depressive symptoms. Research has confirmed that the BDI-II possesses a two-factor structure and exhibits high applicability, reliability, and validity in community-dwelling older adults (<xref ref-type="bibr" rid="ref68">Steer et al., 2000</xref>). This evidence supports the present study&#x2019;s use of its affective and somatic subscales to distinguish between dimensions of depression. Furthermore, the BDI-II total score is used to classify symptom severity (minimal to severe) and has been validated for assessing and monitoring depression in this population (<xref ref-type="bibr" rid="ref64">Segal et al., 2008</xref>).</p>
</list-item>
<list-item>
<p>Chinese version of the 15-item Geriatric Depression Scale (GDS-15). The GDS-15 is a validated tool for detecting depressive symptoms in cognitively intact older adults (&#x2265;65&#x202F;years) (<xref ref-type="bibr" rid="ref55">Park and Kwak, 2020</xref>; <xref ref-type="bibr" rid="ref78">Vinkers et al., 2004</xref>). The 15-item scale categories scores as: &#x003C;5 (normal), 5&#x2013;9 (mild depression), and &#x003E;10 (moderate to severe depression). Responses to items 2, 3, 4, 6, 8, 9, 10, 12, 14, and 15 (positive), or items 1, 5, 7, 11, and 13 (negative) indicate depressive symptoms.</p>
</list-item>
</list>
<p>A dual-scale approach was adopted to assess depressive symptoms. The BDI-II was employed to evaluate symptom severity and sensitivity to change over 2 weeks (<xref ref-type="bibr" rid="ref4">Beck et al., 1996</xref>), while the GDS-15 served as a geriatric-friendly screen focusing on the past week and minimizing somatic confounds (<xref ref-type="bibr" rid="ref65">Sheikh and Yesavage, 1986</xref>). Their complementary properties in timeframe, response format, and design rationale enhance both precision and feasibility in older adult populations.</p>
</sec>
<sec id="sec18">
<title>Statistical analysis</title>
<p>The analysis comprised three sections: descriptive statistics for participant profiling, pre- and post-test comparisons including normality checks, and hypothesis testing. Although normality is typically assumed in small samples (<italic>n</italic>&#x202F;=&#x202F;22), potential estimation bias warrants consideration. In this study, normality was examined using skewness and kurtosis statistics. Except for daily living skills, most variables approximately followed a normal distribution. For the Chinese version of the ABAS-II, skewness and kurtosis values fell within the acceptable range of &#x00B1;2 for communication (skewness&#x202F;=&#x202F;&#x2212;0.133, kurtosis&#x202F;=&#x202F;&#x2212;0.982), community use (skewness&#x202F;=&#x202F;0.340, kurtosis&#x202F;=&#x202F;&#x2212;0.368), functional academics (skewness&#x202F;=&#x202F;0.880, kurtosis&#x202F;=&#x202F;0.767), and health and safety (skewness&#x202F;=&#x202F;0.402, kurtosis&#x202F;=&#x202F;&#x2212;0.193), supporting the normality assumption. However, daily living skills in the pretest showed higher negative skewness (skewness&#x202F;=&#x202F;&#x2212;1.361) and positive kurtosis (kurtosis&#x202F;=&#x202F;2.363). Overall, the distributions of the other variables supported the validity of subsequent statistical analyses.</p>
<p>In this study, a pre-post experimental design with a small sample size (<italic>N</italic> =&#x202F;22), Bayesian paired-sample t-test offers several advantages over traditional frequentist testing (<xref ref-type="bibr" rid="ref77">van de Schoot et al., 2015</xref>). While the frequentist approach provides a <italic>p</italic>-value indicating the probability of the data under the null hypothesis (H&#x2080;), it cannot quantify evidence for H&#x2080; or directly state the probability of the hypotheses themselves (<xref ref-type="bibr" rid="ref19">Dienes, 2011</xref>). The Bayesian method, in contrast, calculates a Bayes Factor (BF) that directly quantifies the strength of evidence for the alternative hypothesis (H&#x2081;) over H&#x2080;. For instance, a BF&#x2081;&#x2080; of 10 means the data are 10 times more likely under H&#x2081; than H&#x2080;, a more intuitive interpretation of evidence (<xref ref-type="bibr" rid="ref79">Wagenmakers et al., 2010</xref>).</p>
<p>Critically, Bayesian testing can provide affirmative evidence for the null hypothesis (e.g., BF&#x2081;&#x2080;&#x202F;&#x003C;&#x202F;1), which is impossible with a non-significant <italic>p</italic>-value (<xref ref-type="bibr" rid="ref58">Rouder et al., 2009</xref>). This is particularly valuable in small-sample studies where a lack of significance may stem from low power. Furthermore, the Bayesian approach is more robust to optional stopping, allowing for more flexible data analysis plans without inflating Type I error rates (<xref ref-type="bibr" rid="ref80">Wagenmakers et al., 2012</xref>). By providing a continuous measure of evidence and enabling direct probabilistic statements about hypotheses, the Bayesian t-test offers a more nuanced and informative analysis for research with limited sample sizes.</p>
<p>A Bayes Factor (BF&#x2080;&#x2081;) greater than 1 supports the null hypothesis (H&#x2080;), while a value less than 1 supports the alternative (H&#x2081;). Evidence strength is categorized as follows: 1&#x2013;3 is anecdotal, 3&#x2013;10 is moderate, 10&#x2013;30 is strong, 30&#x2013;100 is very strong, and &#x003E;100 is extreme evidence for the respective hypothesis. <xref ref-type="table" rid="tab2">Table 2</xref> provides guidance on interpreting BF values based on (<xref ref-type="bibr" rid="ref38">Lee and Wagenmakers, 2013</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Bayes factor judgment criteria.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">BF&#x2080;&#x2081; value</th>
<th align="left" valign="top">Evidence for H&#x2080;/H&#x2081;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">&#x003E;100</td>
<td align="left" valign="top">Extreme evidence for H<sub>0</sub></td>
</tr>
<tr>
<td align="left" valign="top">30&#x2013;100</td>
<td align="left" valign="top">Very strong evidence for H<sub>0</sub></td>
</tr>
<tr>
<td align="left" valign="top">10&#x2013;30</td>
<td align="left" valign="top">Strong evidence for H<sub>0</sub></td>
</tr>
<tr>
<td align="left" valign="top">3&#x2013;10</td>
<td align="left" valign="top">Moderate evidence for H<sub>0</sub></td>
</tr>
<tr>
<td align="left" valign="top">1&#x2013;3</td>
<td align="left" valign="top">Anecdotal evidence for H<sub>1</sub></td>
</tr>
<tr>
<td align="left" valign="top">1</td>
<td align="left" valign="top">No evidence</td>
</tr>
<tr>
<td align="left" valign="top">1/3&#x2013;1</td>
<td align="left" valign="top">Anecdotal evidence for H<sub>1</sub></td>
</tr>
<tr>
<td align="left" valign="top">1/3&#x2013;1/10</td>
<td align="left" valign="top">Moderate evidence for H<sub>1</sub></td>
</tr>
<tr>
<td align="left" valign="top">1/10&#x2013;1/30</td>
<td align="left" valign="top">Strong evidence for H<sub>1</sub></td>
</tr>
<tr>
<td align="left" valign="top">1/30&#x2013;1/100</td>
<td align="left" valign="top">Very strong evidence for H<sub>1</sub></td>
</tr>
<tr>
<td align="left" valign="top">&#x003C;1/100</td>
<td align="left" valign="top">Extreme evidence for H<sub>1</sub></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Criteria adapted from <xref ref-type="bibr" rid="ref38">Lee and Wagenmakers (2013)</xref>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec19">
<title>Participant characteristics</title>
<p>The sample (<italic>N</italic>&#x202F;=&#x202F;22) was equally divided between the contrast and experimental groups (50% each). Education levels varied, with high school graduation and elementary school being the most common (27.3% each). The majority of participants were aged 64&#x2013;74&#x202F;years old (81.8%), indicating a predominantly young-old adult sample.</p>
</sec>
</sec>
<sec sec-type="results" id="sec20">
<title>Results</title>
<p><xref ref-type="table" rid="tab3">Table 3</xref> presents the results of Bayesian independent-samples <italic>t</italic>-tests comparing the experimental and control groups across psychological and somatic subscale outcomes. Descriptive statistics (means and SDs), mean differences, standard errors, BF&#x2080;&#x2081;, <italic>t</italic> values, degrees of freedom (df), and 95% credible intervals are reported. Note. Variables with the suffix &#x201C;_p&#x201D; indicate post-test scores.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Results of Bayesian independent samples <italic>t</italic>-tests comparing experimental and control groups (<italic>N</italic>&#x202F;=&#x202F;22).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="2" rowspan="2">Group statistics</th>
<th align="center" valign="top" colspan="2" rowspan="2">Descriptive statistic</th>
<th align="center" valign="top" colspan="7">Posterior distribution for independent sample mean</th>
</tr>
<tr>
<th align="center" valign="top" colspan="5">Bayes factor independent sample test</th>
<th align="center" valign="top" colspan="2">95% credible interval</th>
</tr>
<tr>
<th align="left" valign="top">Variable</th>
<th align="left" valign="top">Group</th>
<th align="center" valign="top">Mean</th>
<th align="center" valign="top">SD</th>
<th align="center" valign="top">Mean difference</th>
<th align="center" valign="top">Pooled SE difference</th>
<th align="center" valign="top">BF<sub>01</sub></th>
<th align="center" valign="top">
<italic>t</italic>
</th>
<th align="center" valign="top">df</th>
<th align="center" valign="top">Lower</th>
<th align="center" valign="top">Upper</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Depression</td>
<td align="left" valign="top">Control</td>
<td align="center" valign="top">8.00</td>
<td align="center" valign="top">2.65</td>
<td align="center" valign="top">2.55</td>
<td align="center" valign="top">1.065</td>
<td align="center" valign="top">0.404</td>
<td align="center" valign="top">2.390</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">0.32</td>
<td align="center" valign="top">4.77</td>
</tr>
<tr>
<td align="left" valign="top">Experimental</td>
<td align="center" valign="top">10.55</td>
<td align="center" valign="top">2.34</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Depression_p</td>
<td align="left" valign="top">Control</td>
<td align="center" valign="top">12.09</td>
<td align="center" valign="top">1.58</td>
<td align="center" valign="top">&#x2212;9.45</td>
<td align="center" valign="top">0.584</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">&#x2212;16.203</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">&#x2212;10.67</td>
<td align="center" valign="top">&#x2212;8.24</td>
</tr>
<tr>
<td align="left" valign="top">Experimental</td>
<td align="center" valign="top">2.64</td>
<td align="center" valign="top">1.12</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Affective symptoms</td>
<td align="left" valign="top">Control</td>
<td align="center" valign="top">9.64</td>
<td align="center" valign="top">5.16</td>
<td align="center" valign="top">3.64</td>
<td align="center" valign="top">2.091</td>
<td align="center" valign="top">1.034</td>
<td align="center" valign="top">1.739</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">&#x2212;1.00</td>
<td align="center" valign="top">8.27</td>
</tr>
<tr>
<td align="left" valign="top">Experimental</td>
<td align="center" valign="top">13.27</td>
<td align="center" valign="top">4.63</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Affective symptoms_p</td>
<td align="left" valign="top">Control</td>
<td align="center" valign="top">18.18</td>
<td align="center" valign="top">6.40</td>
<td align="center" valign="top">&#x2212;15.82</td>
<td align="center" valign="top">1.959</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">&#x2212;8.074</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">&#x2212;20.18</td>
<td align="center" valign="top">&#x2212;11.45</td>
</tr>
<tr>
<td align="left" valign="top">Experimental</td>
<td align="center" valign="top">2.36</td>
<td align="center" valign="top">1.12</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Somatic</td>
<td align="left" valign="top">Control</td>
<td align="center" valign="top">3.64</td>
<td align="center" valign="top">2.11</td>
<td align="center" valign="top">1.73</td>
<td align="center" valign="top">0.682</td>
<td align="center" valign="top">0.320</td>
<td align="center" valign="top">2.534</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">0.21</td>
<td align="center" valign="top">3.24</td>
</tr>
<tr>
<td align="left" valign="top">Experimental</td>
<td align="center" valign="top">5.36</td>
<td align="center" valign="top">0.81</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Somatic_p</td>
<td align="left" valign="top">Control</td>
<td align="center" valign="top">7.55</td>
<td align="center" valign="top">2.91</td>
<td align="center" valign="top">&#x2212;4.09</td>
<td align="center" valign="top">0.902</td>
<td align="center" valign="top">0.007</td>
<td align="center" valign="top">&#x2212;4.536</td>
<td align="center" valign="top">20</td>
<td align="center" valign="top">&#x2212;6.10</td>
<td align="center" valign="top">&#x2212;2.08</td>
</tr>
<tr>
<td align="left" valign="top">Experimental</td>
<td align="center" valign="top">3.45</td>
<td align="center" valign="top">0.69</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">&#x2212;1.00</td>
<td align="center" valign="top">8.27</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Values represent group means and standard deviations. The suffix &#x201C;_p&#x201D; indicates post-test scores. SE&#x202F;=&#x202F;pooled standard error of the mean difference. BF&#x2080;&#x2081;&#x202F;=&#x202F;Bayes factor (null vs. alternative hypothesis). CI&#x202F;=&#x202F;95% credible interval. t&#x202F;=&#x202F;t statistic. df&#x202F;=&#x202F;degrees of freedom. Experimental group <italic>n</italic> =&#x202F;11; control group <italic>n</italic> =&#x202F;11.</p>
</table-wrap-foot>
</table-wrap>
<p>For Depression&#x2013;Depression_p (GDS-15), the experimental group (<italic>M</italic> =&#x202F;10.55, SD&#x202F;=&#x202F;2.34) scored higher than the control group (<italic>M</italic> =&#x202F;8.00, SD&#x202F;=&#x202F;2.65), with a mean difference of 2.55, <italic>t</italic>(20)&#x202F;=&#x202F;2.39, <italic>p</italic> =&#x202F;0.028, 95% CI [0.32, 4.77], BF&#x2080;&#x2081;&#x202F;=&#x202F;0.404, suggesting moderate evidence for the alternative hypothesis. At Depression_p, the experimental group&#x2019;s mean decreased markedly to 2.64 (SD&#x202F;=&#x202F;1.12), while the control group&#x2019;s mean increased to 12.09 (SD&#x202F;=&#x202F;1.58). The mean difference was &#x2212;9.45, <italic>t</italic>(20)&#x202F;=&#x202F;&#x2212;16.20, <italic>p</italic> &#x003C;&#x202F;0.001, 95% CI [&#x2212;10.67, &#x2212;8.24], BF&#x2080;&#x2081;&#x202F;=&#x202F;0.000, providing decisive evidence for the alternative hypothesis (BF&#x2080;&#x2081;&#x202F;&#x003C;&#x202F;0.33).</p>
<p>For Affective&#x2013;Affective_p (BDI-II), the experimental group scored higher (<italic>M</italic> =&#x202F;13.27, SD&#x202F;=&#x202F;4.63) than the control group (<italic>M</italic> =&#x202F;9.64, SD&#x202F;=&#x202F;5.16), with a mean difference of 3.64, <italic>t</italic>(20)&#x202F;=&#x202F;1.74, <italic>p</italic> =&#x202F;0.097, 95% CI [&#x2212;1.00, 8.27], BF&#x2080;&#x2081;&#x202F;=&#x202F;1.034, suggesting anecdotal evidence for the null hypothesis. At Affective_p, the experimental group&#x2019;s mean decreased substantially to 2.36 (SD&#x202F;=&#x202F;1.12), while the control group&#x2019;s mean increased to 18.18 (SD&#x202F;=&#x202F;6.40). The resulting mean difference was &#x2212;15.82, <italic>t</italic>(20)&#x202F;=&#x202F;&#x2212;8.07, <italic>p</italic> &#x003C;&#x202F;0.001, 95% CI [&#x2212;20.18, &#x2212;11.45], BF&#x2080;&#x2081;&#x202F;=&#x202F;0.000, providing decisive evidence for the alternative hypothesis.</p>
<p>For Somatic&#x2013;Somatic_p (BDI-II), the experimental group (<italic>M</italic> =&#x202F;5.36, SD&#x202F;=&#x202F;0.81) scored higher than the control group (<italic>M</italic> =&#x202F;3.64, SD&#x202F;=&#x202F;2.11), with a mean difference of 1.73, <italic>t</italic>(20)&#x202F;=&#x202F;2.53, <italic>p</italic> =&#x202F;0.020, 95% CI [0.21, 3.24], BF&#x2080;&#x2081;&#x202F;=&#x202F;0.320, suggesting substantial evidence for the alternative hypothesis. At Somatic_p, the experimental group&#x2019;s mean decreased to 3.45 (SD&#x202F;=&#x202F;0.69), whereas the control group&#x2019;s mean increased to 7.55 (SD&#x202F;=&#x202F;2.91). The mean difference was &#x2212;4.09, <italic>t</italic>(20)&#x202F;=&#x202F;&#x2212;4.54, <italic>p</italic> &#x003C;&#x202F;0.001, 95% CI [&#x2212;6.10, &#x2212;2.08], BF&#x2080;&#x2081; =&#x202F;0.007, providing very strong evidence for the intervention&#x2019;s efficacy.</p>
<p><xref ref-type="table" rid="tab4">Table 4</xref> presents the results of Bayesian related-samples <italic>t</italic>-tests comparing pre&#x2013;post differences in the experimental and control groups across adaptive behavior domains and skills. Descriptive statistics include mean differences, standard errors, <italic>t</italic> values, degrees of freedom, <italic>p</italic> values, 95% confidence intervals, and Bayes factors (BF&#x2080;&#x2081;). Note. Variables with the suffix &#x201C;_p&#x201D; indicate post-test scores. The full detailed table is provided in the <xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref> (see <xref ref-type="table" rid="tab4">Table 4</xref> Bayesian related-sample <italic>t</italic>-test results).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Pre&#x2013;post differences in ABAS-II general adaptive composite across domains and skills by group.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="3">Group</th>
<th align="left" valign="top" rowspan="3">Pretest&#x2013;post-test</th>
<th align="center" valign="top" colspan="8">Posterior distribution for related-sample mean difference</th>
</tr>
<tr>
<th align="center" valign="top" rowspan="2">Mean difference</th>
<th align="center" valign="top" rowspan="2">SE mean</th>
<th align="center" valign="top" rowspan="2">Bayes factor</th>
<th align="center" valign="top" rowspan="2">
<italic>t</italic>
</th>
<th align="center" valign="top" rowspan="2">df</th>
<th align="center" valign="top" rowspan="2">
<italic>p</italic>
</th>
<th align="center" valign="top" colspan="2">95% CI</th>
</tr>
<tr>
<th align="center" valign="top">Lower</th>
<th align="center" valign="top">Upper</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="13">Experimental</td>
<td align="left" valign="top">General adaptive Composite<break/>General adaptive Composite_p</td>
<td align="center" valign="top">10.64</td>
<td align="center" valign="top">1.57</td>
<td align="center" valign="top">0.002</td>
<td align="center" valign="top">6.782</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">6.59</td>
<td align="center" valign="top">14.68</td>
</tr>
<tr>
<td align="left" valign="top">Conceptual domain<break/>Conceptual domain_p</td>
<td align="center" valign="top">4.27</td>
<td align="center" valign="top">0.63</td>
<td align="center" valign="top">0.002</td>
<td align="center" valign="top">6.742</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">2.64</td>
<td align="center" valign="top">5.91</td>
</tr>
<tr>
<td align="left" valign="top">Social domain<break/>Social domain_p</td>
<td align="center" valign="top">3.09</td>
<td align="center" valign="top">0.59</td>
<td align="center" valign="top">0.010</td>
<td align="center" valign="top">5.197</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">1.56</td>
<td align="center" valign="top">4.62</td>
</tr>
<tr>
<td align="left" valign="top">Practical domain<break/>Practical domain_p</td>
<td align="center" valign="top">1.50</td>
<td align="center" valign="top">0.50</td>
<td align="center" valign="top">0.755</td>
<td align="center" valign="top">3.000</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0.205</td>
<td align="center" valign="top">0.51</td>
<td align="center" valign="top">3.30</td>
</tr>
<tr>
<td align="left" valign="top">Communication<break/>Communication_p</td>
<td align="center" valign="top">2.27</td>
<td align="center" valign="top">0.47</td>
<td align="center" valign="top">0.016</td>
<td align="center" valign="top">4.847</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.001</td>
<td align="center" valign="top">1.06</td>
<td align="center" valign="top">3.48</td>
</tr>
<tr>
<td align="left" valign="top">Community Use<break/>Community Use_p</td>
<td align="center" valign="top">1.73</td>
<td align="center" valign="top">0.49</td>
<td align="center" valign="top">0.098</td>
<td align="center" valign="top">3.540</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.005</td>
<td align="center" valign="top">0.47</td>
<td align="center" valign="top">2.99</td>
</tr>
<tr>
<td align="left" valign="top">Functional Academics<break/>Functional Academics_p</td>
<td align="center" valign="top">0.91</td>
<td align="center" valign="top">0.55</td>
<td align="center" valign="top">1.406</td>
<td align="center" valign="top">1.662</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.127</td>
<td align="center" valign="top">&#x2212;0.50</td>
<td align="center" valign="top">2.32</td>
</tr>
<tr>
<td align="left" valign="top">Home Living<break/>Home Living_p</td>
<td align="center" valign="top">0.18</td>
<td align="center" valign="top">0.38</td>
<td align="center" valign="top">4.019</td>
<td align="center" valign="top">0.482</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.640</td>
<td align="center" valign="top">&#x2212;0.79</td>
<td align="center" valign="top">1.15</td>
</tr>
<tr>
<td align="left" valign="top">Health and Safety<break/>Health and Safety_p</td>
<td align="center" valign="top">1.36</td>
<td align="center" valign="top">0.74</td>
<td align="center" valign="top">1.125</td>
<td align="center" valign="top">1.838</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.096</td>
<td align="center" valign="top">&#x2212;0.55</td>
<td align="center" valign="top">3.28</td>
</tr>
<tr>
<td align="left" valign="top">Leisure<break/>Leisure_p</td>
<td align="center" valign="top">0.64</td>
<td align="center" valign="top">0.73</td>
<td align="center" valign="top">3.160</td>
<td align="center" valign="top">0.872</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.404</td>
<td align="center" valign="top">&#x2212;1.24</td>
<td align="center" valign="top">2.52</td>
</tr>
<tr>
<td align="left" valign="top">Self_care&#x2013;Self_care_p</td>
<td align="center" valign="top">&#x2212;0.18</td>
<td align="center" valign="top">0.50</td>
<td align="center" valign="top">4.214</td>
<td align="center" valign="top">&#x2212;0.363</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.724</td>
<td align="center" valign="top">&#x2212;1.47</td>
<td align="center" valign="top">1.11</td>
</tr>
<tr>
<td align="left" valign="top">Self-Direction<break/>Self-Direction_p</td>
<td align="center" valign="top">1.45</td>
<td align="center" valign="top">0.47</td>
<td align="center" valign="top">0.197</td>
<td align="center" valign="top">3.068</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.012</td>
<td align="center" valign="top">0.23</td>
<td align="center" valign="top">2.68</td>
</tr>
<tr>
<td align="left" valign="top">Social<break/>Social_p</td>
<td align="center" valign="top">2.27</td>
<td align="center" valign="top">0.76</td>
<td align="center" valign="top">0.225</td>
<td align="center" valign="top">2.975</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.014</td>
<td align="center" valign="top">0.30</td>
<td align="center" valign="top">4.24</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="15">Control</td>
<td align="left" valign="top">General Adaptive Composite</td>
<td align="center" valign="top">&#x2212;13.18</td>
<td align="center" valign="top">3.14</td>
<td align="center" valign="top">0.039</td>
<td align="center" valign="top">&#x2212;4.196</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.002</td>
<td align="center" valign="top">&#x2212;21.28</td>
<td align="center" valign="top">&#x2212;5.08</td>
</tr>
<tr>
<td align="left" valign="top">General Adaptive Composite_p</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Conceptual domain</td>
<td align="center" valign="top">&#x2212;5.91</td>
<td align="center" valign="top">0.86</td>
<td align="center" valign="top">0.001</td>
<td align="center" valign="top">&#x2212;6.890</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">&#x2212;8.12</td>
<td align="center" valign="top">&#x2212;3.70</td>
</tr>
<tr>
<td align="left" valign="top">Conceptual domain_p</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Social domain Social domain_p</td>
<td align="center" valign="top">&#x2212;3.36</td>
<td align="center" valign="top">0.75</td>
<td align="center" valign="top">0.027</td>
<td align="center" valign="top">&#x2212;4.461</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.001</td>
<td align="center" valign="top">&#x2212;5.31</td>
<td align="center" valign="top">&#x2212;1.42</td>
</tr>
<tr>
<td align="left" valign="top">Practical domain Practical domain_p</td>
<td align="center" valign="top">&#x2212;4.36</td>
<td align="center" valign="top">1.85</td>
<td align="center" valign="top">0.552</td>
<td align="center" valign="top">&#x2212;2.359</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.040</td>
<td align="center" valign="top">&#x2212;9.13</td>
<td align="center" valign="top">0.41</td>
</tr>
<tr>
<td align="left" valign="top">Communication<break/>Communication_p</td>
<td align="center" valign="top">&#x2212;2.00</td>
<td align="center" valign="top">0.54</td>
<td align="center" valign="top">0.077</td>
<td align="center" valign="top">&#x2212;3.708</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.004</td>
<td align="center" valign="top">&#x2212;3.39</td>
<td align="center" valign="top">&#x2212;0.61</td>
</tr>
<tr>
<td align="left" valign="top">Community Use<break/>Community Use_p</td>
<td align="center" valign="top">&#x2212;1.27</td>
<td align="center" valign="top">0.59</td>
<td align="center" valign="top">0.730</td>
<td align="center" valign="top">&#x2212;2.160</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.056</td>
<td align="center" valign="top">&#x2212;2.79</td>
<td align="center" valign="top">0.25</td>
</tr>
<tr>
<td align="left" valign="top">Functional Academics<break/>Functional Academics_p</td>
<td align="center" valign="top">&#x2212;1.45</td>
<td align="center" valign="top">0.37</td>
<td align="center" valign="top">0.053</td>
<td align="center" valign="top">&#x2212;3.975</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.003</td>
<td align="center" valign="top">&#x2212;2.40</td>
<td align="center" valign="top">&#x2212;0.51</td>
</tr>
<tr>
<td align="left" valign="top">Home Living<break/>Home Living_p</td>
<td align="center" valign="top">&#x2212;1.18</td>
<td align="center" valign="top">0.46</td>
<td align="center" valign="top">0.420</td>
<td align="center" valign="top">&#x2212;2.550</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.029</td>
<td align="center" valign="top">&#x2212;2.38</td>
<td align="center" valign="top">0.01</td>
</tr>
<tr>
<td align="left" valign="top">Health and Safety<break/>Health and Safety_p</td>
<td align="center" valign="top">&#x2212;0.73</td>
<td align="center" valign="top">0.66</td>
<td align="center" valign="top">2.604</td>
<td align="center" valign="top">&#x2212;1.099</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.298</td>
<td align="center" valign="top">&#x2212;2.43</td>
<td align="center" valign="top">0.98</td>
</tr>
<tr>
<td align="left" valign="top">Leisure<break/>Leisure_p</td>
<td align="center" valign="top">&#x2212;0.82</td>
<td align="center" valign="top">0.35</td>
<td align="center" valign="top">0.580</td>
<td align="center" valign="top">&#x2212;2.324</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.042</td>
<td align="center" valign="top">&#x2212;1.73</td>
<td align="center" valign="top">0.09</td>
</tr>
<tr>
<td align="left" valign="top">Self_care<break/>Self_care_p</td>
<td align="center" valign="top">&#x2212;0.91</td>
<td align="center" valign="top">0.39</td>
<td align="center" valign="top">0.584</td>
<td align="center" valign="top">&#x2212;2.319</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.043</td>
<td align="center" valign="top">&#x2212;1.92</td>
<td align="center" valign="top">0.10</td>
</tr>
<tr>
<td align="left" valign="top">Self-Direction<break/>Self-Direction_p</td>
<td align="center" valign="top">&#x2212;2.45</td>
<td align="center" valign="top">0.25</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">&#x2212;9.925</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">&#x2212;3.09</td>
<td align="center" valign="top">&#x2212;1.82</td>
</tr>
<tr>
<td align="left" valign="top">Social<break/>Social_p</td>
<td align="center" valign="top">&#x2212;2.36</td>
<td align="center" valign="top">0.54</td>
<td align="center" valign="top">0.031</td>
<td align="center" valign="top">&#x2212;4.345</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">0.001</td>
<td align="center" valign="top">&#x2212;3.77</td>
<td align="center" valign="top">&#x2212;0.96</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Values represent mean differences and standard errors from related-samples t tests (df&#x202F;=&#x202F;10). The suffix &#x201C;_p&#x201D; indicates post-test scores. Bayesian evidence is reported as BF&#x2080;&#x2081;. CI&#x202F;=&#x202F;95% confidence interval. ABAS-II&#x202F;=&#x202F;Adaptive Behavior Assessment System&#x2013;Second Edition. Two-tailed <italic>p</italic>-values are reported (e.g., <italic>p</italic> &#x003C;&#x202F;0.001).</p>
</table-wrap-foot>
</table-wrap>
<p>For General Adaptive Composite&#x2013;General Adaptive Composite_p, the experimental group showed a significant increase (<italic>M</italic> =&#x202F;10.64, <italic>SE</italic> =&#x202F;1.57), <italic>t</italic>(10)&#x202F;=&#x202F;6.78, <italic>p</italic> &#x003C;&#x202F;0.001, 95% CI [6.59, 14.68], BF&#x2080;&#x2081;&#x202F;=&#x202F;0.002, providing strong evidence for the alternative hypothesis. The control group demonstrated a significant decline (<italic>M</italic> =&#x202F;&#x2212;13.18, <italic>SE</italic> =&#x202F;3.14), <italic>t</italic>(10)&#x202F;=&#x202F;&#x2212;4.20, <italic>p</italic> =&#x202F;0.002, 95% CI [&#x2212;21.28, &#x2212;5.08], BF&#x2080;&#x2081; =&#x202F;0.039, also supporting the alternative hypothesis.</p>
<p>Within the Conceptual domain&#x2013;Conceptual domain_p, the experimental group improved significantly (<italic>M</italic> =&#x202F;4.27, <italic>SE</italic> =&#x202F;0.63), <italic>t</italic>(10)&#x202F;=&#x202F;6.74, <italic>p</italic> &#x003C;&#x202F;0.001, 95% CI [2.64, 5.91], BF&#x2080;&#x2081;&#x202F;=&#x202F;0.002, with strong evidence for the alternative hypothesis. Conversely, the control group declined significantly (<italic>M</italic> =&#x202F;&#x2212;5.91, <italic>SE</italic> =&#x202F;0.86), <italic>t</italic>(10)&#x202F;=&#x202F;&#x2212;6.89, <italic>p</italic> &#x003C;&#x202F;0.001, 95% CI [&#x2212;8.12, &#x2212;3.70], BF&#x2080;&#x2081;&#x202F;=&#x202F;0.001. For Social domain&#x2013;Social domain_p, the experimental group showed a significant increase (<italic>M</italic> =&#x202F;3.09, <italic>SE</italic> =&#x202F;0.59), <italic>t</italic>(10)&#x202F;=&#x202F;5.20, <italic>p</italic> &#x003C;&#x202F;0.001, 95% CI [1.56, 4.62], BF&#x2080;&#x2081;&#x202F;=&#x202F;0.010. The control group declined significantly (<italic>M</italic> =&#x202F;&#x2212;3.36, <italic>SE</italic> =&#x202F;0.75), <italic>t</italic>(10)&#x202F;=&#x202F;&#x2212;4.46, <italic>p</italic> =&#x202F;0.001, 95% CI [&#x2212;5.31, &#x2212;1.42], BF&#x2080;&#x2081;&#x202F;=&#x202F;0.027. For Practical domain&#x2013;Practical domain_p, the experimental group showed no significant change (<italic>M</italic> =&#x202F;1.50, <italic>SE</italic> =&#x202F;0.50), <italic>t</italic>(10)&#x202F;=&#x202F;3.00, <italic>p</italic> =&#x202F;0.205, 95% CI [0.51, 3.30], BF&#x2080;&#x2081;&#x202F;=&#x202F;0.755, indicating anecdotal evidence for the null hypothesis. By contrast, the control group declined significantly (<italic>M</italic> =&#x202F;&#x2212;4.36, <italic>SE</italic> =&#x202F;1.85), <italic>t</italic>(10)&#x202F;=&#x202F;&#x2212;2.36, <italic>p</italic> =&#x202F;0.040, 95% CI [&#x2212;9.13, &#x2212;0.41], BF&#x2080;&#x2081;&#x202F;=&#x202F;0.552.</p>
<p>At the skill level, the experimental group showed significant improvements in Communication (<italic>M</italic> =&#x202F;2.27, SE&#x202F;=&#x202F;0.47, <italic>t</italic>(10)&#x202F;=&#x202F;4.85, <italic>p</italic> =&#x202F;0.001, 95% CI [1.06, 3.48], BF&#x2080;&#x2081;&#x202F;=&#x202F;0.016) and Self-Direction (<italic>M</italic> =&#x202F;1.45, SE&#x202F;=&#x202F;0.47, <italic>t</italic>(10)&#x202F;=&#x202F;3.07, <italic>p</italic> =&#x202F;0.012, 95% CI [0.23, 2.68], BF&#x2080;&#x2081; =&#x202F;0.197). Significant gains were also observed in Social skills (<italic>M</italic> =&#x202F;2.27, SE&#x202F;=&#x202F;0.76, <italic>t</italic>(10)&#x202F;=&#x202F;2.98, <italic>p</italic> =&#x202F;0.014, 95% CI [0.30, 4.24], BF&#x2080;&#x2081; =&#x202F;0.225) and Community Use (<italic>M</italic> =&#x202F;1.73, SE&#x202F;=&#x202F;0.49, <italic>t</italic>(10)&#x202F;=&#x202F;3.54, <italic>p</italic> =&#x202F;0.005, 95% CI [0.47, 2.99], BF&#x2080;&#x2081; =&#x202F;0.098). By contrast, the control group demonstrated significant declines in Home Living (<italic>M</italic> =&#x202F;&#x2212;1.18, SE&#x202F;=&#x202F;0.46, <italic>t</italic>(10)&#x202F;=&#x202F;&#x2212;2.55, <italic>p</italic> =&#x202F;0.029, 95% CI [&#x2212;2.38, &#x2212;0.01], BF&#x2080;&#x2081; =&#x202F;0.420) and Self-care (<italic>M</italic> =&#x202F;&#x2212;0.91, SE&#x202F;=&#x202F;0.39, <italic>t</italic>(10)&#x202F;=&#x202F;&#x2212;2.32, <italic>p</italic> =&#x202F;0.043, 95% CI [&#x2212;1.92, &#x2212;0.10], BF&#x2080;&#x2081; =&#x202F;0.584) (see <xref ref-type="table" rid="tab4">Table 4</xref>).</p>
</sec>
<sec sec-type="discussion" id="sec21">
<title>Discussion</title>
<p>This study examined the efficacy of a 12-week Life Review Art Therapy (LRAT) program on depressive symptoms, adaptive behavior, and affective symptoms in older adults living alone (OALA). The findings provide robust support for all three hypotheses. LRAT effectively alleviated depressive symptoms, enhanced adaptive behavior, and reduced emotional distress, with particularly pronounced improvements in communication, social interaction, and self-direction.</p>
<p>These differentiated outcomes highlight the multidimensional nature of depression (<xref ref-type="bibr" rid="ref4">Beck et al., 1996</xref>). The reduction in somatic symptoms suggests that embodied art-making may help alleviate the physical manifestations of low mood (<xref ref-type="bibr" rid="ref36">Kaimal et al., 2019</xref>; <xref ref-type="bibr" rid="ref44">Malchiodi, 2020</xref>), while the decrease in affective depression reflects improved regulation of sadness and anhedonia. The improvement in emotional distress further underscores the broader role of Life Review Art Therapy (LRAT) in mitigating the psychosocial strain associated with isolation and adversity among older adults living alone (<xref ref-type="bibr" rid="ref23">Hadida-Naus et al., 2023</xref>; <xref ref-type="bibr" rid="ref73">Tam et al., 2021</xref>). Analysis using the Adaptive Behavior Assessment System&#x2013;Second Edition (ABAS-II) revealed significant improvements across multiple domains in the experimental group, whereas the control group demonstrated declines. These findings contribute to a more comprehensive understanding of LRAT&#x2019;s impact on daily functioning in this population (<xref ref-type="bibr" rid="ref24">Harrison and Oakland, 2003</xref>). Compared with traditional significance testing, Bayesian analysis provided more nuanced evidence of these effects, which is particularly valuable in small-sample contexts (<xref ref-type="bibr" rid="ref38">Lee and Wagenmakers, 2013</xref>). Taken together, these results underscore the theoretical rationale for integrating life review with art therapy to address both emotional and functional domains (<xref ref-type="bibr" rid="ref9001">Pinquart and Forstmeier, 2012</xref>; <xref ref-type="bibr" rid="ref44">Malchiodi, 2020</xref>; <xref ref-type="bibr" rid="ref22">Ferguson et al., 2021</xref>), supporting its feasibility and therapeutic efficacy as a culturally relevant psychosocial intervention for this vulnerable group.</p>
<p>These findings align with previous research demonstrating that life review helps integrate experiences and alleviates depressive symptoms in older adults (<xref ref-type="bibr" rid="ref84">Wilfling et al., 2023</xref>). Prior studies have also suggested that life review enhances cognitive function (<xref ref-type="bibr" rid="ref22">Ferguson et al., 2021</xref>; <xref ref-type="bibr" rid="ref41">Lima, 2023</xref>). In parallel, art therapy has been shown to support executive functions (EFs) and emotional expression, making it particularly beneficial for individuals with difficulty articulating traumatic memories (<xref ref-type="bibr" rid="ref45">Manning and Steffens, 2018</xref>; <xref ref-type="bibr" rid="ref43">Ma, 2020</xref>; <xref ref-type="bibr" rid="ref72">Szymkowicz et al., 2023</xref>). Beyond efficacy, the present results suggest that adoption, sustainability, and contextual support are critical considerations for future implementation, consistent with prior frameworks such as RE-AIM and CFIR (<xref ref-type="bibr" rid="ref57">Racey et al., 2021</xref>; <xref ref-type="bibr" rid="ref60">Safaeinili et al., 2019</xref>). For example, cultural factors in Taiwan, including strong family involvement and collective decision-making (<xref ref-type="bibr" rid="ref11">Chen et al., 2025</xref>), likely facilitated engagement and acceptance, highlighting the need to tailor interventions to local values and care systems. The present study extends these findings by confirming the therapeutic efficacy of combining life review with art therapy in improving emotional well-being and adaptive functioning among community-dwelling older adults.</p>
<p>Our observed reductions in depression and improvements in social, communication, and self-directed abilities align with mechanisms of trauma-informed art practices: nonverbal creation can reduce the physiological and emotional load of accessing traumatic memories, enhance body awareness and self-regulation, and enable narrative reorganization at a &#x201C;controllable distance.&#x201D; Symbolic media&#x2014;such as masks&#x2014;are used within trauma-informed art therapy to support self-representation and the integration of internal and external experience (<xref ref-type="bibr" rid="ref44">Malchiodi, 2020</xref>), which is consistent with the feedback we recorded during the mask-making activity in Session 7 and with prior work showing that symbolic objects can evoke meaningful memories and reinforce identity (<xref ref-type="bibr" rid="ref46">Matheson-Monnet, 2020</xref>). These trauma-informed processes suggest that the observed improvements were not only outcomes of reminiscence but also the result of embodied and symbolic modes of expression that facilitated meaning-making, resilience, and identity reconstruction.</p>
<p>The randomized controlled trial design provides strong evidence for the effectiveness of the intervention and reduces the risk of confounding variables. The choice of a no-intervention control group in this study aligns with established recommendations for early-stage evaluation of novel psychosocial interventions (<xref ref-type="bibr" rid="ref51">Mohr et al., 2009</xref>). In psychological and art therapy research, this design is particularly appropriate because blinding of facilitators and participants is often infeasible in psychosocial trials, and the primary objective is to assess preliminary efficacy rather than to compare with other active treatments. The use of a no-intervention control group is justified by considerations of feasibility, ethical concerns, and the need to evaluate the pure effects of life review art therapy (LRAT) without confounding from other activities (<xref ref-type="bibr" rid="ref51">Mohr et al., 2009</xref>). By employing a no-intervention control, the design effectively isolates the specific therapeutic effects of LRAT, minimizing interference from nonspecific social interactions or placebo effects (<xref ref-type="bibr" rid="ref17">Decker et al., 2018</xref>). Moreover, such a design provides a clear baseline for understanding the unique contribution of LRAT in reducing depressive symptoms and enhancing adaptive functioning among older adults living alone (<xref ref-type="bibr" rid="ref2">Annous et al., 2022</xref>). These methodological considerations strengthen the internal validity and scientific rigor of our findings while supporting their translational potential for broader community-based applications.</p>
<p>This study employed multiple art therapy techniques, including timeline construction, memory mapping, drawing, mask-making, and collage, to facilitate visual exploration and emotional expression. By integrating trauma-informed principles with life review, the Life Review Art Therapy (LRAT) program provided a safe and culturally sensitive medium for older adults to externalize emotions, reconstruct life narratives, and foster resilience. Clinically, these findings demonstrate the therapeutic potential of LRAT for enhancing communication, self-direction, and social participation among older adults living alone.</p>
<p>At the policy level, delivering LRAT through Taiwan&#x2019;s Long-Term Care 2.0 &#x201C;ABC&#x201D; community network may strengthen accessibility and continuity of care, aligning program logistics with existing home- and community-based services (HCBS) infrastructure (<xref ref-type="bibr" rid="ref30">Hsu and Chen, 2019</xref>). Furthermore, mapping LRAT outcomes to domains prioritized by the World Health Organization (WHO) Age-Friendly Cities and Communities framework&#x2014;such as social participation and community support&#x2014;could facilitate cross-site adoption and ensure long-term sustainability (<xref ref-type="bibr" rid="ref86">World Health Organization, 2023a</xref>,<xref ref-type="bibr" rid="ref87">b</xref>).</p>
<p>Future research should expand sample size, incorporate long-term follow-up, and investigate potential moderators such as gender, trauma history, and cultural background. These methodological refinements will enhance generalizability and support evidence-based implementation. Collectively, LRAT emerges not only as an effective intervention but also as a scalable and culturally adaptable model for community-based elder care.</p>
<p>Nevertheless, this study has several limitations. First, the sample size was small (<italic>N</italic> =&#x202F;22), recruitment was limited to a single community center, and no <italic>a priori</italic> power analysis or demographic stratification was conducted, reducing representativeness and generalizability. Second, standardized trauma measures were not employed, such as the Life Events Checklist for DSM-5 (LEC-5; <xref ref-type="bibr" rid="ref81">Weathers et al., 2013a</xref>) or the PTSD Checklist for DSM-5 (PCL-5; <xref ref-type="bibr" rid="ref82">Weathers et al., 2013b</xref>); future studies should incorporate these validated instruments to examine whether trauma history moderates intervention effects. In addition, potential moderators such as age, gender, or educational level were not analyzed. Third, therapist effects and self-reported assessments may have introduced bias related to provider variability, cognitive status, or social desirability (<xref ref-type="bibr" rid="ref16">Day et al., 2024</xref>; <xref ref-type="bibr" rid="ref61">Sandercock et al., 2020</xref>). Fourth, only short-term follow-up was conducted, limiting conclusions about the durability of intervention effects (<xref ref-type="bibr" rid="ref67">Stathi et al., 2022</xref>). Although Bayesian methods were applied to partially address small-sample limitations, external validity remains constrained. Future studies should recruit larger and more diverse samples, integrate multi-informant and standardized assessments, and extend follow-up periods to strengthen validity, generalizability, and applicability.</p>
</sec>
<sec sec-type="conclusions" id="sec22">
<title>Conclusion</title>
<p>This study demonstrated that a 12-week Life Review Art Therapy (LRAT) program significantly reduced depressive symptoms, enhanced adaptive behavior, and alleviated emotional distress among older adults living alone. As a culturally sensitive and trauma-informed, community-based intervention, LRAT improved communication, self-direction, and social participation, providing strong evidence for its therapeutic value as a non-pharmacological approach to geriatric care. Beyond clinical outcomes, LRAT shows promise as a scalable model for community elder care. Its alignment with Taiwan&#x2019;s Long-Term Care 2.0 &#x201C;ABC&#x201D; network and the World Health Organization&#x2019;s Age-Friendly Cities and Communities framework underscores its policy relevance and translational potential. Future studies should recruit larger and more diverse samples, employ active control groups, and extend follow-up periods to evaluate the durability of effects and potential moderators such as trauma history, gender, and cultural background. Overall, LRAT emerges not only as an effective intervention but also as a culturally adaptable and community-feasible model for promoting healthy aging.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec23">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="sec24">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by the National Taiwan University Hospital Research Ethics Committee, National Taiwan University Hospital. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec25">
<title>Author contributions</title>
<p>P-CT: Writing &#x2013; review &#x0026; editing, Project administration, Investigation, Software, Writing &#x2013; original draft, Methodology, Conceptualization, Supervision, Funding acquisition, Resources, Data curation, Visualization, Formal analysis, Validation. W-HC: Methodology, Writing &#x2013; review &#x0026; editing, Project administration. S-YL: Writing &#x2013; review &#x0026; editing, Formal analysis, Data curation, Investigation, Supervision, Project administration.</p>
</sec>

<ack><title>Acknowledgments</title>
<p>This study is part of the research project &#x201C;Transformation and Application of Art Therapy and older adults Living Alone,&#x201D; conducted at the Yunlin Branch of the National Taiwan University School of Medicine. We sincerely thank the Yunlin Branch for its support.</p>
</ack>
<sec sec-type="COI-statement" id="sec27">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec28">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was 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="sec29">
<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="sec30">
<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/fpsyg.2025.1669119/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1669119/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Supplementary_file_1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Supplementary_file_2.pdf" id="SM2" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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</ref-list><fn-group><fn id="fn0001" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1022995/overview">Lambert Zixin Li</ext-link>, National University of Singapore, Singapore</p></fn>
<fn id="fn0002" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1664888/overview">Paramjit Singh Jamir Singh</ext-link>, University of Science Malaysia (USM), Malaysia</p><p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2604635/overview">Lija Mary Mathew</ext-link>, Rajagiri College of Social Sciences, India</p></fn></fn-group></back>
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