<p>In advanced nations experiencing rapid population aging, such as Japan, maintaining supportive community environments and sustainable living conditions for older adults are urgent priorities [<span>1</span>]. Frailty, characterized by the accumulation of physical, psychological, and social function decline, is a reversible condition and an important target for preventing adverse health outcomes [<span>2</span>]. Previous practices have primarily focused on individual-level risk factors; the role of community-level environments in shaping trajectories remains underexplored [<span>3</span>]. The Community Well-Being Index (CWBI), developed by the Digital Agency of Japan, is an objective, multidimensional measure of municipal livability [<span>4</span>]. However, few studies have empirically linked community-level well-being to frailty-related risk among older adults at a national scale. We aimed to examine the association between community well-being and the frailty checkup risk score (FCRS), a composite indicator of functional disability reflecting physical and social domains derived from the frailty checkup (FC) program [<span>5</span>].</p><p>Data were obtained from 91 municipalities participating in the FC program between 2018 and 2024. The study included 37 208 community-dwelling adults aged ≥ 65 years (mean age 76.6 ± 7.2 years; 77% female) with complete demographic data. The outcome variable was the FCRS, which represents the degree of frailty progression encompassing physical and social domains [<span>5</span>]. The primary exposure of interest was community-level well-being, operationalized using domain-specific scores from the 2024 CWBI, derived from objective administrative indicators [<span>4</span>]. Individual-level covariates (Level 1) included age, sex, and self-efficacy for health management, which measures confidence in performing multiple health-related behaviors [<span>6</span>]. Community-level covariates (Level 2) were incorporated as contextual predictors in the multilevel model. A generalized linear mixed model with municipalities as random intercepts was employed, specifying a normal distribution and identity link. Analyses were performed using SPSS version 29.0 (IBM Japan, Tokyo).</p><p>At the individual level, older age was associated with higher FCRS, whereas male sex and higher self-efficacy for health management were associated with lower FCRS (<i>p</i> < 0.001 for all; Table 1). At the community level, several CWBI domains demonstrated significant associations. Municipalities with higher shopping and dining convenience, digital life and childcare environments, and environmental symbiosis showed significantly lower FCRS. Municipalities with higher public space, diversity and tolerance, employment and income, business creation, and educational environment scores showed higher FCRS. Sixteen other indicators were non-significant. Between municipality variance was significant (variance = 0.284, <i>p</i> < 0.001),
{"title":"Community Well-Being and Functional Disability Risk Among Older Adults: A Multilevel Analysis of 91 Municipalities in Japan","authors":"Tomoki Tanaka, Weida Lyu, Katsuya Iijima","doi":"10.1111/ggi.70337","DOIUrl":"10.1111/ggi.70337","url":null,"abstract":"<p>In advanced nations experiencing rapid population aging, such as Japan, maintaining supportive community environments and sustainable living conditions for older adults are urgent priorities [<span>1</span>]. Frailty, characterized by the accumulation of physical, psychological, and social function decline, is a reversible condition and an important target for preventing adverse health outcomes [<span>2</span>]. Previous practices have primarily focused on individual-level risk factors; the role of community-level environments in shaping trajectories remains underexplored [<span>3</span>]. The Community Well-Being Index (CWBI), developed by the Digital Agency of Japan, is an objective, multidimensional measure of municipal livability [<span>4</span>]. However, few studies have empirically linked community-level well-being to frailty-related risk among older adults at a national scale. We aimed to examine the association between community well-being and the frailty checkup risk score (FCRS), a composite indicator of functional disability reflecting physical and social domains derived from the frailty checkup (FC) program [<span>5</span>].</p><p>Data were obtained from 91 municipalities participating in the FC program between 2018 and 2024. The study included 37 208 community-dwelling adults aged ≥ 65 years (mean age 76.6 ± 7.2 years; 77% female) with complete demographic data. The outcome variable was the FCRS, which represents the degree of frailty progression encompassing physical and social domains [<span>5</span>]. The primary exposure of interest was community-level well-being, operationalized using domain-specific scores from the 2024 CWBI, derived from objective administrative indicators [<span>4</span>]. Individual-level covariates (Level 1) included age, sex, and self-efficacy for health management, which measures confidence in performing multiple health-related behaviors [<span>6</span>]. Community-level covariates (Level 2) were incorporated as contextual predictors in the multilevel model. A generalized linear mixed model with municipalities as random intercepts was employed, specifying a normal distribution and identity link. Analyses were performed using SPSS version 29.0 (IBM Japan, Tokyo).</p><p>At the individual level, older age was associated with higher FCRS, whereas male sex and higher self-efficacy for health management were associated with lower FCRS (<i>p</i> < 0.001 for all; Table 1). At the community level, several CWBI domains demonstrated significant associations. Municipalities with higher shopping and dining convenience, digital life and childcare environments, and environmental symbiosis showed significantly lower FCRS. Municipalities with higher public space, diversity and tolerance, employment and income, business creation, and educational environment scores showed higher FCRS. Sixteen other indicators were non-significant. Between municipality variance was significant (variance = 0.284, <i>p</i> < 0.001), ","PeriodicalId":12546,"journal":{"name":"Geriatrics & Gerontology International","volume":"26 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12820745/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146009653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}