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Chen YR, Hanazato M, Saito M, Koga C, Matsuoka Y, Yoshida H, Kondo K. Does the neighborhood built and social environment reduce long-term care costs for Japanese older people? The JAGES2010-2019 cohort study. Health Place 2024; 86:103223. [PMID: 38479102 DOI: 10.1016/j.healthplace.2024.103223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 02/27/2024] [Accepted: 03/04/2024] [Indexed: 03/23/2024]
Abstract
Japan's population has been aging steadily, evidenced by it spending JPY 11 trillion (USD 110 billion) on annual long-term care (LTC) costs in 2021. In this context, understanding the factors influencing LTC costs has become increasingly vital. Although studies have reported positive relationships between neighborhood environment and health outcomes, the connection between LTC costs and neighborhood environment remains unclear. To address this gap in the literature, this cohort study, conducted from 2010 to 2019 across seven Japanese municipalities and involving 34,982 older people, examined the relationship between eight neighborhood environment elements and the mean monthly cumulate costs (MMCC) of LTC. The results showed that older people who reported the presence of fresh food stores nearby and dangerous places for walking alone at night in the neighborhood had lower MMCC, by JPY 1,367.6 and 1,383.3 per month, respectively, than respondents who did not report the presence of these neighborhood elements. Meanwhile, older people whose neighborhoods had easily accessible facilities had higher MMCC of JPY 739.4. This study's key findings reveal significant relationships between neighborhood environment elements and LTC costs and can be used to support developments in urban design to support healthy aging and reduced LTC costs.
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Affiliation(s)
- Yu-Ru Chen
- Graduate School of Medical and Pharmaceutical Sciences, Chiba University, Chiba, Japan.
| | - Masamichi Hanazato
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan; Design Research Institute, Chiba University, Tokyo, Japan
| | - Masashige Saito
- Faculty of Social Welfare, Nihon Fukushi University, Aichi, Japan
| | - Chie Koga
- Research Center for Advanced Science and Technology, Tokyo University, Tokyo, Japan
| | - Yoko Matsuoka
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Hiroaki Yoshida
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Katsunori Kondo
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan; Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, 7-430 Morikoka-cho, Obu-shi, Aichi, 474-8511, Japan
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Aarthi GR, Mehreen Begum TS, Moosawi SA, Kusuma D, Ranjani H, Paradeepa R, Padma V, Mohan V, Anjana RM, Fecht D. Associations of the built environment with type 2 diabetes in Asia: a systematic review. BMJ Open 2023; 13:e065431. [PMID: 37015791 PMCID: PMC10083821 DOI: 10.1136/bmjopen-2022-065431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/06/2023] Open
Abstract
OBJECTIVES Our study aimed to systematically review the literature and synthesise findings on potential associations of built environment characteristics with type 2 diabetes (T2D) in Asia. DESIGN Systematic review of the literature. DATA SOURCES Online databases Medline, Embase and Global Health were used to identify peer-reviewed journal articles published from inception to 23 January 2023. ELIGIBILITY CRITERIA Eligible studies included cohort, cross-sectional and case-control studies that explored associations of built environment characteristics with T2D among adults 18 years and older in Asia. DATA EXTRACTION AND SYNTHESIS Covidence online was used to remove duplicates and perform title, abstract and full-text screening. Data extraction was carried out by two independent reviewers using the OVID database and data were imported into MS Excel. Out of 5208 identified studies, 28 studies were included in this systematic review. Due to heterogeneity in study design, built environment and outcome definitions, a semiqualitative analysis was conducted, which synthesised results using weighted z-scores. RESULTS Five broad categories of built environment characteristics were associated with T2D in Asia. These included urban green space, walkability, food environment, availability and accessibility of services such as recreational and healthcare facilities and air pollution. We found very strong evidence of a positive association of particulate matter (PM2.5, PM10), nitrogen dioxide and sulfur dioxide (p<0.001) with T2D risk. CONCLUSION Several built environment attributes were significantly related to T2D in Asia. When compared with Western countries, very few studies have been conducted in Asia. Further research is, therefore, warranted to establish the importance of the built environment on T2D. Such evidence is essential for public health and planning policies to (re)design neighbourhoods and help improve public health across Asian countries. PROSPERO REGISTRATION NUMBER CRD42020214852.
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Affiliation(s)
- Garudam Raveendiran Aarthi
- Department of Research Operations, Madras Diabetes Research Foundation, Chennai, Tamil Nadu, India
- School of Public Health, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India
| | - Thaharullah Shah Mehreen Begum
- Department of Research Operations, Madras Diabetes Research Foundation, Chennai, Tamil Nadu, India
- School of Public Health, Imperial College London, London, UK
| | | | - Dian Kusuma
- Centre for Health Economics and Policy Innovations, Imperial College Business School, London, UK
| | - Harish Ranjani
- Department of Translational Research, Madras Diabetes Research Foundation, Chennai, Tamil Nadu, India
| | - Rajendra Paradeepa
- Department of Diabetology, Madras Diabetes Research Foundation, Chennai, Tamil Nadu, India
| | - Venkatasubramanian Padma
- School of Public Health, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India
| | - Viswanathan Mohan
- Department of Diabetology, Madras Diabetes Research Foundation, Chennai, Tamil Nadu, India
| | - Ranjit Mohan Anjana
- School of Public Health, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India
- Department of Diabetology, Madras Diabetes Research Foundation, Chennai, Tamil Nadu, India
| | - Daniela Fecht
- MRC Centre for Environment and Health, School of Public Health, Imperial College London, London, UK
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Mori Y, Tsuji T, Watanabe R, Hanazato M, Miyazawa T, Kondo K. Built environments and frailty in older adults: A three-year longitudinal JAGES study. Arch Gerontol Geriatr 2022; 103:104773. [PMID: 35849975 DOI: 10.1016/j.archger.2022.104773] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 07/04/2022] [Accepted: 07/05/2022] [Indexed: 11/15/2022]
Abstract
BACKGROUND This study investigated the relationship between built environments and the onset of frailty after 3 years. METHODS This was a longitudinal study using prospective cohort data from the 2013 Japan Gerontological Evaluation Study on 38,829 older adults nested in 562 comunnities who were not frail. The dependent variable, frailty, was assessed using the Kihon checklist. The explanatory variables were eight items for the built environment at the individual and community levels. To consider each level of built environment simultaneously, multilevel Poisson regression analysis was used to calculate risk ratios and 95% confidence intervals. RESULTS After 3 years of follow-up, the onset of frailty was 2740 (7.1%) in 2016. At the individual level, there was an increased risk of developing frailty in negative built environments, such as locations with graffiti or garbage (incidence rate ratio (IRR), 1.15; confidence interval (CI), 1.05-1.25). Positive built environments, such as areas with access to parks and sidewalks (IRR, 0.78; CI, 0.70-0.88), lowered the risk of developing frailty. At the community level, the risk of developing frailty was lower only in areas with locations difficult for walking (hills or steps) (IRR, 0.97; CI, 0.94-0.99). CONCLUSIONS At the individual level, frailty onset was associated with all built environments. However, irrespective of their answers, there was a lower risk of developing frailty among older adults living in areas where walking was difficult. It would be desirable to verify whether the risk of developing frailty can be reduced by changing the built environment.
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Affiliation(s)
- Yuta Mori
- Department of Rehabilitation, Hananooka Hospital, 707-3, Yamamurocho, Matsusaka, Mie 515-0052, Japan; Department of Public Health, Graduate School of Medicine, University of Chiba, 1-8-1, Inohana, Chuo-ku, Chiba, Chiba 260-8670, Japan.
| | - Taishi Tsuji
- Faculty of Health and Sport Sciences, University of Tsukuba, 3-29-1, Otsuka, Bunkyo-ku, Tokyo 112-0012, Japan; Center for Preventive Medical Sciences, University of Chiba, 1-33, Yayoicho, Inage-ku, Chiba, Chiba 263-8522, Japan
| | - Ryota Watanabe
- Center for Preventive Medical Sciences, University of Chiba, 1-33, Yayoicho, Inage-ku, Chiba, Chiba 263-8522, Japan; Center for Gerontology and Social Science, Research Institute, National Center for Geriatrics and Gerontology, 7-430 Morioka-cho, Obu, Aichi 474-8511, Japan
| | - Masamichi Hanazato
- Center for Preventive Medical Sciences, University of Chiba, 1-33, Yayoicho, Inage-ku, Chiba, Chiba 263-8522, Japan
| | - Takuto Miyazawa
- Chiba Rehabilitation Center, 1-45-2, Hondacho, Midori-ku, Chiba, Chiba 266-0005, Japan
| | - Katsunori Kondo
- Department of Public Health, Graduate School of Medicine, University of Chiba, 1-8-1, Inohana, Chuo-ku, Chiba, Chiba 260-8670, Japan; Center for Preventive Medical Sciences, University of Chiba, 1-33, Yayoicho, Inage-ku, Chiba, Chiba 263-8522, Japan; Center for Gerontology and Social Science, Research Institute, National Center for Geriatrics and Gerontology, 7-430 Morioka-cho, Obu, Aichi 474-8511, Japan
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Mori T, Aoki T, Oishi K, Harada T, Tanaka C, Tanaka S, Tanaka H, Fukuda K, Kamikawa Y, Tsuji N, Komura K, Kokudo S, Morita N, Suzuki K, Watanabe M, Kasanami R, Hara T, Miyazaki R, Abe T, Yamatsu K, Kume D, Asai H, Yamamoto N, Tsuji T, Nakaya T, Ishii K. Neighborhood-level socioeconomic factors moderate the association between physical activity and relative age effect: a cross-sectional survey study with Japanese adolescents. BMC Public Health 2022; 22:1656. [PMID: 36050681 PMCID: PMC9434946 DOI: 10.1186/s12889-022-14052-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 08/22/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Relative age effect is defined as a phenomenon where children born early generally perform better than children born later in the same cohort. Physical activity is an important factor that might be influenced by the relative age effect. Socioeconomic factors (e.g., parent's income, education level) are also associated with the adolescent's physical activity. However, no existing study has examined whether socioeconomic factors moderate the relative age effect on the adolescent's physical activity. This study aims to clarify whether and how birth month and socioeconomic factors relate to organized sports and physical activity among adolescents in Japan. METHODS We conducted a questionnaire survey targeting 21,491 adolescents who live in a widespread neighborhood. We included 8102 adolescents (4087 males and 4015 females: mean age 13.1 ± 1.4) in the analysis. Based on the participants' birth months, we divided them into four groups (April to June, July to September, October to December, January to March). We asked participants to report their organized sports participation. Using the International Physical Activity Questionnaire for Japanese Early Adolescents, we identified their moderate to vigorous physical activity (MVPA). Neighborhood-level socioeconomic factors (areal deprivation, average annual income, education level) were analyzed based on national surveys, such as the population census. We performed multilevel logistic and linear regression analysis for organized sports participation and MVPA, respectively. Moreover, a simple slope analysis was implemented if the interaction between birth month and socioeconomic factor was significant in the multilevel linear regression analysis. RESULTS Among males, relatively younger adolescents (adolescents who were born later in the same grade) were less likely to participate in organized sports activites (OR=0.90, 95% CI 0.82-0.97, p<0.05), while both males and females engaged in less MVPA (b=-0.54, b=-0.25, p< 0.01, respectively). We observed an interaction between birth month and socioeconomic factors. Among males in low-income neighborhoods, and females in more deprived neighborhoods, relatively younger adolescents engaged in less MVPA. CONCLUSIONS Socioeconomic factors moderate the relative age effect on adolescents' physical activity. The relative age effect on adolescents' physical activity might be more likely to appear among adolescents from socioeconomically disadvantaged neighborhoods.
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Affiliation(s)
- Takaaki Mori
- Graduate School of Health and Sports Science, Doshisha University, Kyotanabe, Japan
| | - Takumi Aoki
- Faculty of Education, Miyagi Gakuin Women's University, Sendai, Japan
| | - Kan Oishi
- Graduate School of Health and Sports Science, Doshisha University, Kyotanabe, Japan
| | - Tetsuo Harada
- Education Unit, Humanities and Social Science Cluster, Research and Education Faculty, Kochi University, Kochi, Japan
| | - Chiaki Tanaka
- Department of Human Nutrition, Tokyo Kasei Gakuin University, Tokyo, Japan
| | - Shigeho Tanaka
- Faculty of Nutrition, Kagawa Nutrition University, Sakato, Japan
| | - Hideki Tanaka
- Department of Medical Science and Technology, Faculty of Health Science, Hiroshima International University, Higashihiroshima, Japan
| | - Kazuhiko Fukuda
- Department of Psychology and Humanities, Faculty of Sociology, Edogawa University, Nagareyama, Japan
| | | | - Nobuhiro Tsuji
- Graduate School of Education, Shiga University, Otsu, Japan
| | | | - Shohei Kokudo
- School of Health and Sports Sciences, Chukyo University, Toyota, Japan
| | - Noriteru Morita
- Department of Sports Cultural Studies, Hokkaido University of Education, Iwamizawa, Japan
| | - Kazuhiro Suzuki
- Faculty of Education, Miyagi Gakuin Women's University, Sendai, Japan
| | | | - Ryoji Kasanami
- Health and Sports Science Education, Faculty of Education, Nara University of Education, Nara, Japan
| | - Taketaka Hara
- Faculty of Education, Shimane University, Matsue, Japan
| | - Ryo Miyazaki
- Faculty of Human Sciences, Shimane University, Matsue, Japan
| | - Takafumi Abe
- Center for Community-Based Healthcare Research and Education (CoHRE), Head Office for Research and Academic Information, Shimane University, Izumo, Japan
| | - Koji Yamatsu
- Faculty of Education, Saga University, Saga, Japan
| | - Daisuke Kume
- Faculty of Information Science and Technology, Osaka Institute Technology, Hirakata, Japan
| | - Hedenori Asai
- Faculty of Collaborative Regional Innovation, Ehime University, Matsuyama, Japan
| | - Naofumi Yamamoto
- Faculty of Collaborative Regional Innovation, Ehime University, Matsuyama, Japan
| | - Taishi Tsuji
- Faculty of Health and Sports Sciences, University of Tsukuba, Tokyo, Japan
| | - Tomoki Nakaya
- Graduate School of Environmental Studies, Tohoku University, Sendai, Japan
| | - Kojiro Ishii
- Faculty of Health and Sports Science, Doshisha University, Kyotanabe, Japan.
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5
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Internet use and subsequent health and well-being in older adults: An outcome-wide analysis. COMPUTERS IN HUMAN BEHAVIOR 2022. [DOI: 10.1016/j.chb.2021.107156] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Kitayuguchi J, Abe T, Okuyama K, Gomi T, Okada S, Shiwaku K, Mutoh Y. Association between a hilly neighborhood environment and falls among rural older adults: a cross-sectional study. J Rural Med 2021; 16:214-221. [PMID: 34707730 PMCID: PMC8527625 DOI: 10.2185/jrm.2021-028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Accepted: 06/14/2021] [Indexed: 12/17/2022] Open
Abstract
Objective: Falls in older adults are a major public health issue, and it is
unclear whether the neighborhood environment is associated with falls among this group.
This cross-sectional study investigated whether hilly neighborhood environmental factors
were associated with fall status (falls or fear of falling) in rural Japanese older
adults. Materials and Methods: Data obtained from 965 participants aged 65 years and
older living in Unnan City, Shimane Prefecture, Japan, in 2017 were analyzed. Fall status
was assessed based on the 1-year fall incidence (yes/no) for the past year and fear of
falling (yes/no) using a self-report questionnaire. For hilly neighborhood environmental
factors, the mean elevation and land slope were assessed using a geographic information
system. The logistic regression model examined the odds ratios (OR) and 95% confidence
intervals (CIs) of fall status in quartiles for elevation and land slope, respectively,
and was adjusted for confounders. Results: Falls and fear of falling were observed in 16.8% and 43.2% of
participants, respectively. Falls were associated with elevation (OR 1.99, 95% CI
1.17–3.37 for Q2 vs. Q1; OR 2.02, 95% CI 1.19–3.44 for Q3 vs. Q1) and land slope (OR 1.74,
95% CI 1.04–2.93 for Q3 vs. Q1; OR 1.74, 95% CI 1.04–2.93 for Q4 vs. Q1). Fear of falling
was associated with elevation (OR 1.78, 95% CI 1.19–2.65 for Q3 vs. Q1) and land slope (OR
1.51, 95% CI 1.01–2.25 for Q4 vs. Q1). Conclusion: Our study found that elevation and land slope as hilly
neighborhood environment factors were positively associated with falls or fear of falling
among older adults living in rural Japan. Prospective observational studies that
investigate the effects of region-specific environmental factors on falls among older
adults should be conducted.
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Affiliation(s)
- Jun Kitayuguchi
- Physical Education and Medicine Research Center UNNAN, Japan
| | - Takafumi Abe
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, Japan
| | - Kenta Okuyama
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, Japan.,Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Lund University, Sweden
| | | | - Shinpei Okada
- Physical Education and Medicine Research Foundation, Japan
| | | | - Yoshiteru Mutoh
- The Research Institute of Health Rehabilitation of Tokyo, Japan
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Topmiller M, Mallow PJ, Shaak K, Kieber-Emmons AM. Identifying priority and bright spot areas for improving diabetes care: a geospatial approach. Fam Med Community Health 2021; 9:e001259. [PMID: 34649983 PMCID: PMC8522662 DOI: 10.1136/fmch-2021-001259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
The objective of this study was to describe a novel geospatial methodology for identifying poor-performing (priority) and well-performing (bright spot) communities with respect to diabetes management at the ZIP Code Tabulation Area (ZCTA) level. This research was the first phase of a mixed-methods approach known as the focused rapid assessment process (fRAP). Using data from the Lehigh Valley Health Network in eastern Pennsylvania, geographical information systems mapping and spatial analyses were performed to identify diabetes prevalence and A1c control spatial clusters and outliers. We used a spatial empirical Bayes approach to adjust diabetes-related measures, mapped outliers and used the Local Moran's I to identify spatial clusters and outliers. Patients with diabetes were identified from the Lehigh Valley Practice and Community-Based Research Network (LVPBRN), which comprised primary care practices that included a hospital-owned practice, a regional practice association, independent small groups, clinics, solo practitioners and federally qualified health centres. Using this novel approach, we identified five priority ZCTAs and three bright spot ZCTAs in LVPBRN. Three of the priority ZCTAs were located in the urban core of Lehigh Valley and have large Hispanic populations. The other two bright spot ZCTAs have fewer patients and were located in rural areas. As the first phase of fRAP, this method of identifying high-performing and low-performing areas offers potential to mitigate health disparities related to diabetes through targeted exploration of local factors contributing to diabetes management. This novel approach to identification of populations with diabetes performing well or poor at the local community level may allow practitioners to target focused qualitative assessments where the most can be learnt to improve diabetic management of the community.
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Affiliation(s)
- Michael Topmiller
- HealthLandscape, American Academy of Family Physicians, Cincinnati, Ohio, USA
| | - Peter J Mallow
- Health Services Administration, Xavier University, Cincinnati, Ohio, USA
| | - Kyle Shaak
- Department of Family Medicine, Lehigh Valley Health Network, Allentown, Pennsylvania, USA
| | - Autumn M Kieber-Emmons
- Department of Family Medicine, Lehigh Valley Health Network, Allentown, Pennsylvania, USA
- School of Medicine, University of South Florida, Tampa, Florida, USA
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8
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Nishio M, Takagi D, Shinozaki T, Kondo N. Community social networks, individual social participation and dietary behavior among older Japanese adults: Examining mediation using nonlinear structural equation models for three-wave longitudinal data. Prev Med 2021; 149:106613. [PMID: 33989675 DOI: 10.1016/j.ypmed.2021.106613] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 04/06/2021] [Accepted: 05/09/2021] [Indexed: 11/30/2022]
Abstract
Community social networks positively affect older adults' dietary behavior, but the underlying mechanisms remain uncertain. This study investigated if the relationship between community social networks and dietary behavior is mediated by social participation, and whether the influence of community social networks differs across sociodemographic groups. We conducted a cross-lagged panel mediation analysis employing nonlinear structural equation modeling using panel data from the Japan Gerontological Evaluation Study (JAGES), a longitudinal study of Japanese older adults in 2010, 2013, and 2016, which included 11,347 men and 14,105 women aged over 65. Monodirectional relationships in community social networks, individual social participation, and fruit/vegetable intake were examined. Community social networks were associated with social participation regardless of sociodemographic conditions. Individual social participation was in turn, positively associated with fruit/vegetable intake, with this association being stronger among those living alone. Analyses further showed that individuals' social participation positively mediated the relationship between community social networks and fruit/vegetable intake. For both genders, the mediating effects were stronger among people living alone than in those living with someone. However, community networks could also directly and negatively affect fruit/vegetable intake among men who live alone unless they participated in community activities. Community social networks may promote social participation, thereby facilitating healthier dietary behavior regardless of sociodemographic status. Social participation in turn may positively contribute to the dietary health of people living alone. Community-based interventions to encourage people living alone to participate in social activities may help reduce inequality in dietary behavior related to cohabitation status.
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Affiliation(s)
- Marisa Nishio
- Department of Health Education and Health Sociology, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan.
| | - Daisuke Takagi
- Department of Health and Social Behavior, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan.
| | - Tomohiro Shinozaki
- Department of Information and Computer Technology, Faculty of Engineering, Tokyo University of Science, 1 Chome-3, Kagurazaka, Shinjuku City, Tokyo, 162-8601, Japan.
| | - Naoki Kondo
- Department of Health Education and Health Sociology, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan.
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9
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Tani Y, Hanazato M, Fujiwara T, Suzuki N, Kondo K. Neighborhood Sidewalk Environment and Incidence of Dementia in Older Japanese Adults. Am J Epidemiol 2021; 190:1270-1280. [PMID: 33604662 PMCID: PMC8245872 DOI: 10.1093/aje/kwab043] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 02/04/2021] [Accepted: 02/15/2021] [Indexed: 01/22/2023] Open
Abstract
Sidewalks are indispensable environmental resources for daily life in that they encourage physical activity. However, the proportion of sidewalk coverage is low even in developed countries. We examined the association between neighborhood sidewalk environment and dementia in Japan. We conducted a 3-year follow-up (2010–2013) among participants in the Japan Gerontological Evaluation Study, a population-based cohort study of community-dwelling older adults. We ascertained the incidence of dementia for 76,053 participants from the public long-term care insurance system. We calculated sidewalk coverage (sidewalk area as a percentage of road area) within 436 residential neighborhood units using geographic information systems. Multilevel survival models were used to estimate hazard ratios for the incidence of dementia. During follow-up, 5,310 dementia cases were found. In urban areas, compared with the lowest quartile of sidewalk coverage, the hazard ratio was 0.42 (95% confidence interval: 0.33, 0.54) for the highest quartile, adjusting for individual covariates. After successive adjustments for other neighborhood factors (land slope; numbers of hospitals, grocery stores, parks, railway stations, and bus stops; educational level; and unemployment rate), the hazard ratio remained statistically significant (hazard ratio = 0.71, 95% confidence interval: 0.54, 0.92). Living in a neighborhood with a high level of sidewalk installation was associated with low dementia incidence in urban areas.
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Affiliation(s)
- Yukako Tani
- Correspondence to Dr. Yukako Tani, Department of Global Health Promotion, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8519, Japan (e-mail: )
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10
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Abe T, Okuyama K, Hamano T, Takeda M, Yamasaki M, Isomura M, Nakano K, Sundquist K, Nabika T. Assessing the Impact of a Hilly Environment on Depressive Symptoms among Community-Dwelling Older Adults in Japan: A Cross-Sectional Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18094520. [PMID: 33923194 PMCID: PMC8123156 DOI: 10.3390/ijerph18094520] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 04/22/2021] [Accepted: 04/22/2021] [Indexed: 11/16/2022]
Abstract
Although some neighborhood environmental factors have been found to affect depressive symptoms, few studies have focused on the impact of living in a hilly environment, i.e., land slope, on depressive symptoms among rural older adults. This cross-sectional study aimed to investigate whether a land slope is associated with depressive symptoms among older adults living in rural areas. Data were collected from 935 participants, aged 65 years and older, who lived in Shimane prefecture, Japan. Depressive symptoms were assessed using the Zung Self-Rating Depression Scale (SDS) and defined on the basis of an SDS score ≥ 40. Land slopes within a 400 m network buffer were assessed using geographic information systems. Odds ratios (ORs) with 95% confidence intervals (CIs) of depressive symptoms were estimated using logistic regression. A total of 215 (23.0%) participants reported depressive symptoms. The land slope was positively associated with depressive symptoms (OR = 1.04; 95% CI = 1.01-1.08) after adjusting for all confounders. In a rural setting, living in a hillier environment was associated with depressive symptoms among community-dwelling older adults in Japan.
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Affiliation(s)
- Takafumi Abe
- Center for Community-Based Healthcare Research and Education (CoHRE), Head Office for Research and Academic Information, Shimane University, Shimane 693-8501, Japan; (K.O.); (T.H.); (M.T.); (M.Y.); (M.I.); (K.N.); (K.S.)
- Correspondence: ; Tel.: +81-853-20-2586
| | - Kenta Okuyama
- Center for Community-Based Healthcare Research and Education (CoHRE), Head Office for Research and Academic Information, Shimane University, Shimane 693-8501, Japan; (K.O.); (T.H.); (M.T.); (M.Y.); (M.I.); (K.N.); (K.S.)
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Lund University, 20502 Malmö, Sweden
| | - Tsuyoshi Hamano
- Center for Community-Based Healthcare Research and Education (CoHRE), Head Office for Research and Academic Information, Shimane University, Shimane 693-8501, Japan; (K.O.); (T.H.); (M.T.); (M.Y.); (M.I.); (K.N.); (K.S.)
- Department of Sports Sociology and Health Sciences, Faculty of Sociology, Kyoto Sangyo University, Kyoto 603-8555, Japan
| | - Miwako Takeda
- Center for Community-Based Healthcare Research and Education (CoHRE), Head Office for Research and Academic Information, Shimane University, Shimane 693-8501, Japan; (K.O.); (T.H.); (M.T.); (M.Y.); (M.I.); (K.N.); (K.S.)
| | - Masayuki Yamasaki
- Center for Community-Based Healthcare Research and Education (CoHRE), Head Office for Research and Academic Information, Shimane University, Shimane 693-8501, Japan; (K.O.); (T.H.); (M.T.); (M.Y.); (M.I.); (K.N.); (K.S.)
- Faculty of Human Sciences, Shimane University, Shimane 690-8504, Japan
| | - Minoru Isomura
- Center for Community-Based Healthcare Research and Education (CoHRE), Head Office for Research and Academic Information, Shimane University, Shimane 693-8501, Japan; (K.O.); (T.H.); (M.T.); (M.Y.); (M.I.); (K.N.); (K.S.)
- Faculty of Human Sciences, Shimane University, Shimane 690-8504, Japan
| | - Kunihiko Nakano
- Center for Community-Based Healthcare Research and Education (CoHRE), Head Office for Research and Academic Information, Shimane University, Shimane 693-8501, Japan; (K.O.); (T.H.); (M.T.); (M.Y.); (M.I.); (K.N.); (K.S.)
| | - Kristina Sundquist
- Center for Community-Based Healthcare Research and Education (CoHRE), Head Office for Research and Academic Information, Shimane University, Shimane 693-8501, Japan; (K.O.); (T.H.); (M.T.); (M.Y.); (M.I.); (K.N.); (K.S.)
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Lund University, 20502 Malmö, Sweden
- Department of Family Medicine and Community Health, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY 10029-5674, USA
| | - Toru Nabika
- Department of Functional Pathology, Faculty of Medicine, Shimane University, Shimane 693-8501, Japan;
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11
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Kudo N, Nishide R, Mizutani M, Ogawa S, Tanimura S. Association between the type of physical activity and metabolic syndrome in middle-aged and older adult residents of a semi-mountainous area in Japan. Environ Health Prev Med 2021; 26:46. [PMID: 33838647 PMCID: PMC8035718 DOI: 10.1186/s12199-021-00949-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 02/14/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Physical activity is reported to prevent metabolic syndrome. However, it is unclear whether exercise or daily physical activity is more beneficial for residents of semi-mountainous areas. This study aimed to identify whether daily physical activity is more beneficial than exercise for the prevention of metabolic syndrome among middle-aged and older residents in semi-mountainous areas. METHODS We analyzed secondary data of 636 people who underwent a specific health checkup in a semi-mountainous area of Japan. Physical activity was classified into four types: inactivity (I-type; without exercise and without daily physical activity), only exercise (E-type; with exercise and without daily physical activity), only daily physical activity (D-type; without exercise and with daily physical activity), and full physical activity type (F-type; with exercise and with daily physical activity). We compared the means of risk factors for metabolic syndrome by these four types, followed by logistic regression analysis, to identify whether and to what extent the D-type was less likely to have metabolic syndrome than the E-type. RESULTS The prevalence of metabolic syndrome was 28.5% (men 45.7%, women 15.8%). The proportions of men with exercise and daily physical activity were 38.7% and 52.8%, respectively. For women, the proportions were 33.0% and 47.1%, respectively. In women, the D-type had the significantly lowest BMI, smallest waist circumference, highest HDL-C, and lowest prevalence of metabolic syndrome of the four types; the same was not observed in men. Additionally, D-type activity was more strongly associated with a reduced risk of metabolic syndrome than E-type activity in women (adjusted odds ratio 0.24; 95% confidence interval 0.06-0.85, P = 0.028). CONCLUSIONS Compared to middle-aged and older women residents with exercise in a semi-mountainous area of Japan, those with daily physical activity may effectively prevent metabolic syndrome.
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Affiliation(s)
- Noriko Kudo
- Department of Public Health Nursing, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan.
| | - Ritsuko Nishide
- Department of Public Health Nursing, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Mayumi Mizutani
- Department of Public Health Nursing, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Shota Ogawa
- Department of Public Health Nursing, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Susumu Tanimura
- Department of Public Health Nursing, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
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12
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Okuyama K, Abe T, Li X, Toyama Y, Sundquist K, Nabika T. Neighborhood Environmental Factors and Physical Activity Status among Rural Older Adults in Japan. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18041450. [PMID: 33557194 PMCID: PMC7913898 DOI: 10.3390/ijerph18041450] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 01/29/2021] [Accepted: 01/31/2021] [Indexed: 11/23/2022]
Abstract
(1) Background: Although several neighborhood environmental factors have been identified to be associated with older adults’ physical activity, little research has been done in rural areas where the population is aging. This study aimed to investigate neighborhood environmental factors and the longitudinal change of physical activity status among rural older adults in Japan. (2) Methods: The study included 2211 older adults, aged over 60 years, residing in three municipalities in Shimane prefecture and participating at least twice in annual health checkups between 2010 and 2019. Physical activity was identified based on self-report. Hilliness, bus stop density, intersection density, residential density, and distance to a community center were calculated for each subject. Hazard ratios for the incidence of physical inactivity were estimated using Cox proportional hazards models. (3) Results: We found that 994 (45%) of the study subjects became physically inactive during the follow-up. Those living far from a community center had a lower risk of becoming physically inactive compared to those living close to a community center. When the analysis was stratified by residential municipality, this association remained in Ohnan town. Those living in hilly areas had a higher risk of becoming physically inactive in Okinoshima town. (4) Conclusions: The impact of neighborhood environmental factors on older adults’ physical activity status might differ by region possibly due to different terrain and local lifestyles.
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Affiliation(s)
- Kenta Okuyama
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Lund University, Jan Waldenströms Gata 35, 20502 Malmö, Sweden; (X.L.); (K.S.)
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, 223-8 Enya-cho, Izumo-shi, Shimane 693-8501, Japan; (T.A.); (Y.T.); (T.N.)
- Correspondence: ; Tel.: +46-73-610-0086
| | - Takafumi Abe
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, 223-8 Enya-cho, Izumo-shi, Shimane 693-8501, Japan; (T.A.); (Y.T.); (T.N.)
| | - Xinjun Li
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Lund University, Jan Waldenströms Gata 35, 20502 Malmö, Sweden; (X.L.); (K.S.)
| | - Yuta Toyama
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, 223-8 Enya-cho, Izumo-shi, Shimane 693-8501, Japan; (T.A.); (Y.T.); (T.N.)
| | - Kristina Sundquist
- Center for Primary Health Care Research, Department of Clinical Sciences Malmö, Lund University, Jan Waldenströms Gata 35, 20502 Malmö, Sweden; (X.L.); (K.S.)
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, 223-8 Enya-cho, Izumo-shi, Shimane 693-8501, Japan; (T.A.); (Y.T.); (T.N.)
- Department of Family Medicine and Community Health, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, New York, NY 10029-5674, USA
| | - Toru Nabika
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, 223-8 Enya-cho, Izumo-shi, Shimane 693-8501, Japan; (T.A.); (Y.T.); (T.N.)
- Department of Functional Pathology, Faculty of Medicine, Shimane University, 89-1 Enya-cho, Izumo-shi, Shimane 693-8501, Japan
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13
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Inconvenience of Living Place Affects Individual HbA1c Level in a Rural Area in Japan: Shimane CoHRE Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18031147. [PMID: 33525428 PMCID: PMC7908499 DOI: 10.3390/ijerph18031147] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 01/17/2021] [Accepted: 01/26/2021] [Indexed: 12/13/2022]
Abstract
Background: It has been shown that the socio-geographical environment of residential areas, such as altitude, affects the health status and health-maintenance behavior of residents. Here, we examined a hypothesis that altitude of residence would influence glycemic control in a general elderly population living in a rural area. Methods: A thousand and sixteen participants living in a mountainous region in Japan were recruited at health examinations. Hemoglobin A1c (HbA1c) was measured in serum as a parameter of glycemic control. The altitude of residence, distance to grocery stores and to medical facilities were estimated using a geographic information system. Results: Linear regression analysis confirmed a significant effect of the altitude on log HbA1c even after adjustment of other demographic and biochemical factors. When the distance to grocery stores or medical facilities were used instead of the altitude in a linear regression analysis, distance to secondary medical facilities alone showed a significant effect on HbA1c. Conclusions: We found a positive correlation between HbA1c level and residential altitude in a rural area of Japan. The altitude seemed to be a parameter substituting the inconvenicence of residential areas. Socio-geographical factors of living place, such as inconvenience, may influence glycemic control of the residents.
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14
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Nishida M, Hanazato M, Koga C, Kondo K. Association between Proximity of the Elementary School and Depression in Japanese Older Adults: A Cross-Sectional Study from the JAGES 2016 Survey. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18020500. [PMID: 33435418 PMCID: PMC7826926 DOI: 10.3390/ijerph18020500] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 12/25/2020] [Accepted: 01/06/2021] [Indexed: 11/16/2022]
Abstract
Depression among older adults is one of the most critical public health issues. The proximity of elementary schools has been positively associated with neighborhood social cohesion and quality of life. However, no studies have identified an association between the proximity of elementary school and older adults' mental health. Therefore, this study aimed to examine the association between the proximity of elementary schools, one of the core facilities of neighborhood communities in Japan, and depression in older adults. A total of 131,871 participants (63,430 men 73.7 ± 6.1 years, 68,441 women 73.8 ± 6.2 years) were analyzed from the Japan Gerontological Evaluation Study (JAGES) 2016 survey. Logistic regression analysis showed that there was no association between distance to elementary school and depression among males. However, among females, compared with the participants living within 400 m from the nearest elementary school, the odds ratio of depression for those living between 400 and 799 m and more than 800 m away were 1.06 (95% confidence interval (CI) 1.00-1.12) and 1.07 (95% CI 1.00-1.15), respectively. The findings may be useful when considering the design of communities around elementary schools and the planning of facilities as a population-based approach to promote mental health of older women.
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Affiliation(s)
- Megumi Nishida
- Advanced Preventive Medical Sciences, Graduate School of Medical and Pharmaceutical Sciences, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba 260-8672, Japan
- Takenaka Corporation, 1-13, 4-chome, Hommachi, Chuo-ku, Osaka 541-0053, Japan
- Correspondence: ; Tel.: +81-80-2454-9101
| | - Masamichi Hanazato
- Center for Preventive Medical Sciences, Chiba University, 1-33 Yayoi-cyo, Inage-ku, Chiba-shi, Chiba 263-8522, Japan; (M.H.); (C.K.); (K.K.)
| | - Chie Koga
- Center for Preventive Medical Sciences, Chiba University, 1-33 Yayoi-cyo, Inage-ku, Chiba-shi, Chiba 263-8522, Japan; (M.H.); (C.K.); (K.K.)
| | - Katsunori Kondo
- Center for Preventive Medical Sciences, Chiba University, 1-33 Yayoi-cyo, Inage-ku, Chiba-shi, Chiba 263-8522, Japan; (M.H.); (C.K.); (K.K.)
- Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, 7-430 Morikoka-cho, Obu-shi, Aichi 474-8511, Japan
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15
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Funakoshi Y, Xuan Z, Isumi A, Doi S, Ochi M, Fujiwara T. The association of community and individual parental social capital with behavior problems among children in Japan: results from A-CHILD longitudinal study. Soc Psychiatry Psychiatr Epidemiol 2021; 56:119-127. [PMID: 32240322 DOI: 10.1007/s00127-020-01866-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 03/25/2020] [Indexed: 11/29/2022]
Abstract
PURPOSE The purpose of this study was to determine the association of individual-level and community-level parental social capital with childhood behavior problems using population-based longitudinal data in Japan. METHODS We analyzed data from a population-based longitudinal survey study which followed first-grade elementary school children (6-7 years old) in Adachi City, Tokyo, Japan. At baseline, the parents of first-grade students from all 69 elementary schools in Adachi City were asked to respond to a questionnaire assessing behavior problems and prosocial behavior (using the Strengths and Difficulties Questionnaire) and parental social capital in the community (N = 5494). Data on follow-up questionnaires on behavior problems were collected when children were second grade. Among both surveys, 3656 parents returned valid responses. The association between individual-level and community-level parental social capital and children's behavior problems were analyzed using multilevel analyses adjusting for covariates. RESULTS Community-level social capital was positively associated with prosocial behaviors, but not for total difficulties, after adjustment for covariates (coefficient = 0.19, 95% CI 0.03 to 0.36). Individual-level parental social capital was also positively associated with prosocial behaviors (coefficient = 0.27, 95% CI 0.12 to 0.41) and negatively associated with total difficulties (coefficient = - 0.54, 95% CI - 0.89 to - 0.19). CONCLUSIONS This study showed that greater community-level social capital can benefit children with increased prosocial behaviors. Individual-level parental social capital can be protective of youth by increasing prosocial behaviors and reducing difficult behaviors. Boosting both community and individual social capital can be a promising means to enhance children's well-being.
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Affiliation(s)
- Yu Funakoshi
- Department of Global Health Promotion, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan
| | - Ziming Xuan
- Department of Community Health Sciences, Boston University School of Public Health, 715 Albany St., Boston, MA, USA
| | - Aya Isumi
- Department of Global Health Promotion, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan
| | - Satomi Doi
- Department of Global Health Promotion, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan
| | - Manami Ochi
- Department of Global Health Promotion, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan.,Department of Health and Welfare Services, National Institute of Public Health, 2-3-6 Minami, Wako, Saitama, 351-0197, Japan
| | - Takeo Fujiwara
- Department of Global Health Promotion, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan.
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16
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Nishigaki M, Hanazato M, Koga C, Kondo K. What Types of Greenspaces Are Associated with Depression in Urban and Rural Older Adults? A Multilevel Cross-Sectional Study from JAGES. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17249276. [PMID: 33322467 PMCID: PMC7763952 DOI: 10.3390/ijerph17249276] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 12/02/2020] [Accepted: 12/09/2020] [Indexed: 12/24/2022]
Abstract
Depression in older adults is a public health challenge. We aimed to clarify the relationship between depression in older adults and three types of neighborhood greenspaces: trees, grasslands, and fields. We utilized data from the Japan Gerontological Evaluation Study (JAGES) performed in 2016. Multilevel logistic regression analysis was used for non-stratified and stratified analyses for the urban–rural regions. The target population comprised 126,878 older adults (age ≥ 65 years) who responded to the depression questions and were living in 881 neighborhoods in Japan. Depression was diagnosed based on a Geriatric Depression Scale score ≥5, and 20.4% of the study population had depression. In the pre-stratification analysis, areas with more greenspaces revealed lower odds of depression (odds ratio (OR) 0.95, 95% confidence interval (CI) 0.85–0.95). In urban areas, more trees correlated with lower odds of depression (OR 0.94, 95% CI 0.89–1.00). In rural areas, moderate amounts of grassland were associated with lower odds of depression compared to areas with fewer grasslands (OR 0.91, 95% CI 0.83–1.00). We found that urban areas with higher tree density and rural areas with moderate amounts of grassland were associated with lower odds of depression.
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Affiliation(s)
- Miho Nishigaki
- Graduate School of Medical and Pharmaceutical Sciences, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba 260-8672, Japan
- Correspondence: ; Tel.: +81-43-290-3877
| | - Masamichi Hanazato
- Center for Preventive Medical Sciences, Chiba University, 1-33 Yayoi-cyo, Inage-ku, Chiba-shi, Chiba 263-8522, Japan; (M.H.); (C.K.); (K.K.)
| | - Chie Koga
- Center for Preventive Medical Sciences, Chiba University, 1-33 Yayoi-cyo, Inage-ku, Chiba-shi, Chiba 263-8522, Japan; (M.H.); (C.K.); (K.K.)
| | - Katsunori Kondo
- Center for Preventive Medical Sciences, Chiba University, 1-33 Yayoi-cyo, Inage-ku, Chiba-shi, Chiba 263-8522, Japan; (M.H.); (C.K.); (K.K.)
- Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, 7-430 Morikoka-cho, Obu-shi, Aichi 474-8511, Japan
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17
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Nakagomi A, Shiba K, Hanazato M, Kondo K, Kawachi I. Does community-level social capital mitigate the impact of widowhood & living alone on depressive symptoms?: A prospective, multi-level study. Soc Sci Med 2020; 259:113140. [PMID: 32645611 DOI: 10.1016/j.socscimed.2020.113140] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 05/22/2020] [Accepted: 06/08/2020] [Indexed: 11/28/2022]
Abstract
Widowhood and living alone are linked to increased risk of depression. We examined prospectively whether community-level social capital can mitigate the adverse impact of widowhood and living alone on depressive symptoms. We used data of the Japan Gerontological Evaluation Study of functionally independent adults aged 65 years or older. Three waves of surveys were collected in 2010, 2013 and 2016. We conducted gender-stratified multilevel linear regression to examine the moderating effects of community-level social capital on depressive symptoms (as assessed by the 15-point Geriatric Depression Scale) associated with widowhood and living alone. Widowhood in the past 12 months in combination with living alone was associated with a marked worsening in depressive symptoms among men (beta coefficient = 1.67; 95% confidence interval: 1.38, 1.95). Community-level civic participation, but not social cohesion or reciprocity, was associated with lower depressive symptoms in men and women. In addition, community-level civic participation moderated the association between depressive symptoms and recent widowhood/living alone among men (coefficient per 1 standard deviation = -0.30; 95% confidence interval: -0.59, -0.02). We found no significant effect modification of community-level social capital on depressive symptoms associated with widowhood and living alone among women. Communities with greater civic participation appear to mitigate the onset of depressive symptoms among recently widowed men living alone. Promotion of community activities might be an effective community-level intervention to promote mental health in this vulnerable group.
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Affiliation(s)
- Atsushi Nakagomi
- Takemi Program in International Health, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA.
| | - Koichiro Shiba
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Masamichi Hanazato
- Center for Preventive Medical Sciences, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Katsunori Kondo
- Center for Preventive Medical Sciences, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan; Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, Aichi, Japan
| | - Ichiro Kawachi
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA
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Abe T, Okuyama K, Hamano T, Takeda M, Isomura M, Nabika T. Hilly environment and physical activity among community-dwelling older adults in Japan: a cross-sectional study. BMJ Open 2020; 10:e033338. [PMID: 32220911 PMCID: PMC7170569 DOI: 10.1136/bmjopen-2019-033338] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
OBJECTIVES We investigated whether a moderate-to-vigorous physical activity (MVPA) level and walking time were associated with a hilly environment in rural Japanese older adults. DESIGN Cross-sectional study. SETTING Unnan city, Ohnan and Okinoshima towns in Shimane, Japan. PARTICIPANTS Data were collected from 1115 adults from the Shimane CoHRE study, who were aged 60 years and older and living in rural Japan in 2012. MEASURES We measured the total time spent on MVPA and walking using a Japanese short version of the International Physical Activity Questionnaire. The land slope in 400 or 800 m network buffers was assessed using the geographic information system. A multivariable Poisson regression model examined the prevalence ratios (PR) and 95% CIs of walking time or MVPA levels meeting the WHO guideline (>150 min/week) in the land slope categories (low, middle and high), adjusted for confounders. RESULTS Engaging in the recommended level of MVPA was significantly associated with middle land slope (PR=1.07; p=0.03) and high land slope (PR=1.06; p=0.07) compared with low land slope in the 400 m network buffer, as well as with middle land slope (PR=1.02; p=0.48) and high land slope (PR=1.04; p=0.25) compared with the low land slope in the 800 m network buffer. Walking time was significantly associated with middle land slope (PR=1.13; p=0.04) and high land slope (PR=1.17; p=0.01) compared with low land slope in the 400 m network buffer, and with middle land slope (PR=1.09; p=0.16) and high land slope (PR=1.17; p<0.01) compared with low land slope in the 800 m network buffer. The sensitivity analysis found only a positive association between walking time and land slope in the 400 and 800 m network buffers. CONCLUSIONS This study showed that a hilly environment was positively associated with walking time among older adults living in rural Japan.
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Affiliation(s)
- Takafumi Abe
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, Izumo, Shimane, Japan
| | - Kenta Okuyama
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, Izumo, Shimane, Japan
- Center for Primary Health Care Research, Lund University, Malmö, Sweden
| | - Tsuyoshi Hamano
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, Izumo, Shimane, Japan
- Department of Sports Sociology and Health Sciences, Faculty of Sociology, Kyoto Sangyo University, Kita-ku, Kyoto, Japan
| | - Miwako Takeda
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, Izumo, Shimane, Japan
| | - Minoru Isomura
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, Izumo, Shimane, Japan
- Faculty of Human Sciences, Shimane University, Matsue, Shimane, Japan
| | - Toru Nabika
- Center for Community-Based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, Izumo, Shimane, Japan
- Department of Functional Pathology, Faculty of Medicine, Shimane University, Izumo, Shimane, Japan
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19
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Miura R, Tani Y, Fujiwara T, Kawachi I, Hanazato M, Kim Y. Multilevel analysis of the impact of neighborhood environment on postpartum depressive symptoms. J Affect Disord 2020; 263:593-597. [PMID: 31784116 DOI: 10.1016/j.jad.2019.11.033] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 10/21/2019] [Accepted: 11/09/2019] [Indexed: 12/17/2022]
Abstract
BACKGROUND About one in ten mothers experience postpartum depression (PPD) in Japan. Although the individual and social risk factors of depression have been reported, few studies have focused on the neighborhood environmental features. In this study, we examined the association between neighborhood environmental features and PPD symptoms among Japanese women. METHODS Questionnaire survey including women who participated in 3- or 4-month health checkup in Nagoya City, Japan in 2012 was used. PPD symptoms were evaluated using Edinburgh Postnatal Depression Scale (EPDS). As the neighborhood places where postpartum mothers often visit, we measured availability of grocery stores, community centers and asobiba (playground for children) within residential neighborhood unit using geographic information system. A multilevel analysis was conducted on 2,298 individuals nested within 388 school districts using Stata 15.1 software. RESULTS Mothers who live in the neighborhood with more number of asobiba had lower EPDS score, even after adjustment for individual factors (B: -0.12, 95%CI: -0.24, -0.01), and additional adjustment for other neighborhood environmental factors (B: -0.14, 95%CI: -0.27, -0.02). LIMITATION Our cross-sectional design limits to draw causal inferences. As for the evaluation of PPD symptoms, no diagnosis has been made. Moreover, we do not have the information on the accessibility to transportation, and the exact residential location of the survey respondents. CONCLUSION Our findings suggest that the availability of asobiba in the community has a protective effect on PPD symptoms. Providing more asobiba in the neighborhood for new mothers may be a viable preventive strategy for PPD symptoms.
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Affiliation(s)
- Rieko Miura
- Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yukako Tani
- Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takeo Fujiwara
- Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan.
| | - Ichiro Kawachi
- Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan; Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Masamichi Hanazato
- Center for Preventive Medical Sciences, Chiba University, Chiba City, Chiba, Japan
| | - Yongjoo Kim
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States
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Okabe D, Tsuji T, Hanazato M, Miyaguni Y, Asada N, Kondo K. Neighborhood Walkability in Relation to Knee and Low Back Pain in Older People: A Multilevel Cross-Sectional Study from the JAGES. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16234598. [PMID: 31756959 PMCID: PMC6926577 DOI: 10.3390/ijerph16234598] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 11/06/2019] [Accepted: 11/15/2019] [Indexed: 12/11/2022]
Abstract
Few studies have focused on a relationship between the built environment and musculoskeletal pain. This study aimed to investigate an association between neighborhood walkability and knee and low back pain in older people. Data were derived from the Japan Gerontological Evaluation Study (JAGES) 2013, a population-based study of independently living people ≥65 years old. A cross-sectional multilevel analysis was performed, of 22,892 participants in 792 neighborhoods. Neighborhood walkability was assessed by residents' perceptions and population density. Dependent variables were knee and low back pain restricting daily activities within the past year. The prevalence of knee pain was 26.2% and of low back pain 29.3%. After adjusting for sociodemographic covariates, the prevalence ratio (PR) of knee and low back pain was significantly lower in neighborhoods with better access to parks and sidewalks, good access to fresh food stores, and higher population densities. After additionally adjusting for population density, easier walking in neighborhoods without slopes or stairs was significantly inversely correlated with knee pain (PR 0.91, 95% confidence interval 0.85-0.99). Neighborhoods with walkability enhanced by good access to parks and sidewalks and fresh food stores, easy walking without slopes or stairs, and high population densities, had lower prevalences of knee and low back pain among older people. Further studies should examine environmental determinants of pain.
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Affiliation(s)
- Daichi Okabe
- Advanced Preventive Medical Sciences, Graduate School of Medical and Pharmaceutical Sciences, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba 260-8670, Japan;
- Correspondence: ; Tel.: +81-90-4194-8521
| | - Taishi Tsuji
- Center for Preventive Medical Sciences, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba 260-8670, Japan; (T.T.); (M.H.); (K.K.)
| | - Masamichi Hanazato
- Center for Preventive Medical Sciences, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba 260-8670, Japan; (T.T.); (M.H.); (K.K.)
| | - Yasuhiro Miyaguni
- Institute for Health Economics and Policy, 1-5-11 Nishi-Shimbashi, Minato-ku, Tokyo 105-0003, Japan;
- Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, 7-430 Morioka-cho, Obu City, Aichi 474-8511, Japan
| | - Nao Asada
- Advanced Preventive Medical Sciences, Graduate School of Medical and Pharmaceutical Sciences, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba 260-8670, Japan;
| | - Katsunori Kondo
- Center for Preventive Medical Sciences, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba 260-8670, Japan; (T.T.); (M.H.); (K.K.)
- Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, 7-430 Morioka-cho, Obu City, Aichi 474-8511, Japan
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21
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Dzhambov AM, Markevych I, Lercher P. Associations of residential greenness, traffic noise, and air pollution with birth outcomes across Alpine areas. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 678:399-408. [PMID: 31077918 DOI: 10.1016/j.scitotenv.2019.05.019] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2018] [Revised: 04/29/2019] [Accepted: 05/02/2019] [Indexed: 05/25/2023]
Abstract
UNLABELLED Aim This explorative study aimed to investigate the association of residential greenness, traffic noise, and air pollution with birth outcomes in several Alpine areas with unique topography. METHODS We used data from two cross-sectional studies (UIT, n = 573 and BBT, n = 518) in the Tyrol Region (Austria/Italy). Only mothers who had lived in their current residence during the whole pregnancy were included. They completed a questionnaire, and medical records were used to draw data on birth weight, low birth weight (LBW), preterm birth, and small for gestational age (SGA). Normalized Difference Vegetation Index (NDVI) in the year of birth was assigned at the residential address as a measure of greenness. Road/railway traffic noise (Ldn) and air pollution (NO2) were calculated about 10 years after birth and used as surrogates for exposure levels during pregnancy. RESULTS In the UIT survey, higher NDVI500-m was consistently associated with lower odds for LBW and SGA, while an increase of Ldn was associated with higher odds for LBW. Other effect estimates were in the expected direction albeit non-significant. In the BBT survey, most findings were inconclusive (for NDVI) or present only in subgroups (for Ldn and NO2). CONCLUSION This study provides inconclusive evidence that the surrounding environment might be associated with birth outcomes in mountainous areas. Given the disparate associations across the study areas, further research in larger representative samples is warranted.
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Affiliation(s)
- Angel M Dzhambov
- Department of Hygiene and Ecomedicine, Faculty of Public Health, Medical University of Plovdiv, Plovdiv, Bulgaria.
| | - Iana Markevych
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany; Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany; Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children's Hospital, Munich, Ludwig Maximilian University of Munich, Munich, Germany
| | - Peter Lercher
- Institute for Highway Engineering and Transport Planning, Graz University of Technology, Graz, Austria
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Okuyama K, Abe T, Hamano T, Takeda M, Sundquist K, Sundquist J, Nabika T. Hilly neighborhoods are associated with increased risk of weight gain among older adults in rural Japan: a 3-years follow-up study. Int J Health Geogr 2019; 18:10. [PMID: 31077213 PMCID: PMC6509780 DOI: 10.1186/s12942-019-0174-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Accepted: 05/03/2019] [Indexed: 12/27/2022] Open
Abstract
Background Neighborhood environments have been regularly associated with the weight status. Although the evidence is mostly limited to adults residing in western urban settings, the weight status of older adults living in rural areas is also assumed to be significantly affected by their neighborhood environments. This study aimed to identify environmental attributes specific to rural areas that could affect the risk of longitudinal weight gain among older adults (≥ 65 years) in Japan. Methods We examined five environmental attributes, i.e., land slope, public transportation accessibility, residential density, intersection density, and the availability of parks and recreational centers, measured by the geographic information system. Our analysis was based on 714 subjects participated in Shimane Community-based Healthcare Research and Education study in 2012 and 2015. Multinomial logistic regression model was conducted to examine the association between each neighborhood environmental attribute and weight change status (gain, loss and unchanged). Results We observed a significant increase in the risk of weight gain as the steepness of the neighborhood land slope increased. There was no significant association between other environmental attributes and risk of weight gain as well as weight loss among older adults. Conclusion Living in hilly neighborhoods was associated with increased risk of weight gain among rural Japanese older adults. Future research should consider region-specific environmental attributes when investigating their effect on older adults’ weight status.
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Affiliation(s)
- Kenta Okuyama
- Center for Community-based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, 223-8 Enya-cho, Izumo-shi, Shimane, 693-8501, Japan.
| | - Takafumi Abe
- Center for Community-based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, 223-8 Enya-cho, Izumo-shi, Shimane, 693-8501, Japan
| | - Tsuyoshi Hamano
- Department of Sports Sociology and Health Sciences, Faculty of Sociology, Kyoto Sangyo University, Motoyama, Kamigamo Kita-ku, Kyoto, 603-8555, Japan
| | - Miwako Takeda
- Center for Community-based Healthcare Research and Education (CoHRE), Organization for Research and Academic Information, Shimane University, 223-8 Enya-cho, Izumo-shi, Shimane, 693-8501, Japan
| | - Kristina Sundquist
- Center for Primary Health Care Research, Clinical Research Centre (CRC), Skåne University Hospital, Lund University, Building 28, Floor 11, Jan Waldenströms Gata 35, 205 02, Malmö, Sweden
| | - Jan Sundquist
- Center for Primary Health Care Research, Clinical Research Centre (CRC), Skåne University Hospital, Lund University, Building 28, Floor 11, Jan Waldenströms Gata 35, 205 02, Malmö, Sweden
| | - Toru Nabika
- Department of Functional Pathology, Faculty of Medicine, Shimane University, 89-1, Enya-cho, Izumo-shi, Shimane, 693-8501, Japan
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23
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Nakagomi A, Tsuji T, Hanazato M, Kobayashi Y, Kondo K. Association Between Community-Level Social Participation and Self-reported Hypertension in Older Japanese: A JAGES Multilevel Cross-sectional Study. Am J Hypertens 2019; 32:503-514. [PMID: 30793745 DOI: 10.1093/ajh/hpz028] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Revised: 01/14/2019] [Accepted: 02/19/2019] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Many factors are associated with hypertension development. We focused on social participation as an aspect of social capital and investigated the contextual relationship between community-level social participation and hypertension using multilevel regression analyses. METHODS We used cross-sectional data from the 2016 Japan Gerontological Evaluation Study-a population-based study of functionally independent adults aged 65 years or older. The sample comprised 116,013 participants nested in 818 communities. Hypertension and social capital were defined by questionnaires. Social capital was assessed at both the individual and the community levels in 3 dimensions: civic participation (as an index of social participation), social cohesion, and reciprocity. RESULTS The prevalence rate of hypertension was 43.7%, and 44.1% of the respondents were involved in civic participation. Community-level civic participation, but not social cohesion or reciprocity, was negatively associated with hypertension in the total population (prevalence ratio (95% confidence interval): 0.98 (0.96-0.99), P = 0.004) and female group (0.97 (0.95-0.99), P = 0.015), and the association neared significance in the male group (0.98 (0.96-1.005), P = 0.13) after adjustment for individual-level social capital dimensions including civic participation, individual-level covariates, and population density as a community-level covariate. The interaction between community-level civic participation and sex in relation to hypertension was significant (P = 0.012). CONCLUSIONS We found a contextual preventive relationship between community-level civic participation and hypertension. The design of the contextual characteristics of communities by the promotion of social participation may help reduce the prevalence of hypertension in older people.
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Affiliation(s)
- Atsushi Nakagomi
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Taishi Tsuji
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | | | - Yoshio Kobayashi
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Katsunori Kondo
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
- Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, Aichi, Japan
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Comparison of Objective and Perceived Access to Food Stores Associated with Intake Frequencies of Vegetables/Fruits and Meat/Fish among Community-Dwelling Older Japanese. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16050772. [PMID: 30832455 PMCID: PMC6427395 DOI: 10.3390/ijerph16050772] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Revised: 02/19/2019] [Accepted: 02/21/2019] [Indexed: 11/16/2022]
Abstract
This cross-sectional study aimed to compare access to the nearest food stores with perceived access associated with intake frequencies of vegetables/fruits and meat/fish among older Japanese people. We used intake frequencies of vegetables/fruits and meat/fish from a self-administered questionnaire in the Japan Gerontological Evaluation Study among 83,384 adults aged over 65 years. We defined distance over 1 km as poor objective access in community level. We performed multilevel regression analysis to investigate the association of objective and perceived access with intake frequencies of vegetables/fruits and meat/fish, respectively. Participants who lived in poor objective access had a significantly higher intake frequency of vegetables/fruits than those who lived in good access. In contrast, residents with poor perceived access consumed lower frequent intake of vegetables/fruits (beta coefficient (standard error) 0.086 (0.021) for objective access; -0.093 (0.009) for perceived access). There was no significant association between objective access and intake frequency of meat/fish, but poor perceived access showed a significant association with lower intake frequency of meat/fish. There was inconsistency between objective and perceived measurement of access to food stores associated with dietary habits among older Japanese adults. Food access needs to be comprehensively assessed, while considering characteristics of measurements.
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Tani Y, Suzuki N, Fujiwara T, Hanazato M, Kondo K. Neighborhood Food Environment and Dementia Incidence: the Japan Gerontological Evaluation Study Cohort Survey. Am J Prev Med 2019; 56:383-392. [PMID: 30777158 PMCID: PMC6375726 DOI: 10.1016/j.amepre.2018.10.028] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 10/08/2018] [Accepted: 10/09/2018] [Indexed: 12/25/2022]
Abstract
INTRODUCTION Interventions targeting built environmental factors may encourage older people to engage in favorable behaviors and decrease dementia risk, but epidemiologic evidence is limited. This study investigated the association between neighborhood food environment and dementia incidence. METHODS A 3-year follow-up (2010-2013) was conducted among participants in the Japan Gerontological Evaluation Study, a population-based cohort study of older adults aged ≥65 years. Dementia incidence for 49,511 participants was assessed through the public long-term care insurance system. Availability of food stores (defined as the number of food stores selling fruits and vegetables within 500 meters or 1 kilometer of residence) was assessed for each participant using objective (GIS-based) and subjective (participant-reported) measurements. Data were analyzed from 2017 to 2018. RESULTS A total of 3,162 cases of dementia occurred during the follow-up. Compared with the highest quartile for objective availability of food stores, the hazard ratio adjusting for age and sex was 1.60 (95% CI=1.43, 1.78) for the second-lowest quartile. Compared with the highest subjective availability of food stores, the hazard ratio was 1.74 (95% CI=1.49, 2.04) for the lowest category. After successive adjustment for sociodemographic characteristics, health status, and other geographic neighborhood factors (availability of restaurants, convenience stores, and community centers), the hazard ratio remained statistically significant. CONCLUSIONS Lower food store availability was associated with increased dementia incidence. Given that food shopping is a routine activity and a main motive for going out among older adults, increasing the availability of food stores may contribute to dementia prevention.
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Affiliation(s)
- Yukako Tani
- Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan; Japan Society for the Promotion of Science, Tokyo, Japan.
| | - Norimichi Suzuki
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Takeo Fujiwara
- Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan
| | | | - Katsunori Kondo
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan; Department of Gerontological Evaluation, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Aichi, Japan
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26
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Nawa N, Fujiwara T. Association between social capital and second dose of measles vaccination in Japan: Results from the A-CHILD study. Vaccine 2019; 37:877-881. [PMID: 30611602 DOI: 10.1016/j.vaccine.2018.12.037] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 12/13/2018] [Accepted: 12/18/2018] [Indexed: 12/01/2022]
Abstract
BACKGROUND AND OBJECTIVES Measles vaccination is important to prevent outbreak, and social capital can be an important preventive factor. However, there have been very few studies that investigated the association between social capital and measles vaccination, especially the second dose, which is more likely to be suboptimal. This study aimed to investigate the association between social capital and second dose of measles vaccine. METHODS Data were derived from a population-based study of first-grade elementary school children (6-7 years old) in Adachi City, Tokyo. Caregivers were asked to complete a questionnaire, and 4291 of them provided a valid response (response rate: 80.1%). Among these 4291 valid responses, 69 responses were excluded since variables for social capital measures were missing, which resulted in analytic sample size of 4222. We analyzed the association between measles vaccination and social capital including social ties, social trust and mutual aid by multilevel logistic regression analysis with a random intercept model. RESULTS About 8.9% of the children did not receive a second dose of measles-containing vaccines. After covariates adjustments, increase of one-standard-deviation of poor individual-level social ties showed 11% lower odds of receiving measles-containing vaccines (OR: 0.89, 95% CI: 0.80-0.99). By contrast, no significant association between community-level social ties and measles vaccination was found. Regarding social trust, no significant association between individual-level social trust and measles vaccination was found. However, increase of one-standard-deviation of poor community-level social trust showed 11% lower odds of receiving measles-containing vaccines (OR: 0.89, 95% CI: 0.79-0.998). There was no association between mutual aid and measles vaccination. CONCLUSION Social ties and social trust were associated with second dose of measles vaccination. Fostering social capital may be effective in raising the low rate of second dose of measles vaccine.
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Affiliation(s)
- Nobutoshi Nawa
- Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan; Institute of Education, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takeo Fujiwara
- Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan.
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Keskinen KE, Rantakokko M, Suomi K, Rantanen T, Portegijs E. Hilliness and the Development of Walking Difficulties Among Community-Dwelling Older People. J Aging Health 2018; 32:278-284. [DOI: 10.1177/0898264318820448] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Objective: The objective of this study is to study the associations of objectively defined hilliness with the prevalence and incidence of walking difficulties among community-dwelling older adults, and to explore whether behavioral, health, or socioeconomic factors would fully or partially explain these associations. Method: Baseline interviews ( n = 848, 75-90 years) on difficulties in walking 500 m, frequency of moving through the neighborhood, and perceived hilliness as a barrier to outdoor mobility were conducted. Two-year follow-up interviews ( n = 551) on difficulties in walking 500 m were conducted among participants without baseline walking difficulties. Hilliness objectively defined as the mean slope in 500-m road network. Results: Logistic regression showed that hilliness was associated with incident walking difficulties at the 2-year follow-up (odds ratio [OR] = 1.66, 95% confidence interval [CI] = [1.09, 2.51]) but not with the prevalence of walking difficulties at baseline. Adding behavioral, health, or socioeconomic factors to the models did not markedly change the results. Discussion: Greater hilliness should be considered a risk factor for developing walking difficulties among older adults.
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Affiliation(s)
- Kirsi E. Keskinen
- Faculty of Sport and Health Sciences, University of Jyväskylä, Finland
- Gerontology Research Center, University of Jyväskylä, Finland
| | - Merja Rantakokko
- Faculty of Sport and Health Sciences, University of Jyväskylä, Finland
- Gerontology Research Center, University of Jyväskylä, Finland
- JAMK University of Applied Sciences, Jyväskylä, Finland
| | - Kimmo Suomi
- Faculty of Sport and Health Sciences, University of Jyväskylä, Finland
| | - Taina Rantanen
- Faculty of Sport and Health Sciences, University of Jyväskylä, Finland
- Gerontology Research Center, University of Jyväskylä, Finland
| | - Erja Portegijs
- Faculty of Sport and Health Sciences, University of Jyväskylä, Finland
- Gerontology Research Center, University of Jyväskylä, Finland
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Dzhambov AM, Markevych I, Lercher P. Greenspace seems protective of both high and low blood pressure among residents of an Alpine valley. ENVIRONMENT INTERNATIONAL 2018; 121:443-452. [PMID: 30273867 DOI: 10.1016/j.envint.2018.09.044] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 09/24/2018] [Accepted: 09/25/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND There is some data suggesting that residential greenspace may protect against high blood pressure in urbanized areas, but there is no evidence of effects on hypotension, in less urbanized areas, and in idiosyncratic geographic contexts such as mountain valleys. OBJECTIVES The current study aimed to investigate the associations between residential greenspace and blood pressure in an alpine valley in Austria. METHODS We conducted a cross-sectional survey of a representative sample of 555 adults living in the Lower Inn Valley, Austria. Several definitions of blood pressure were employed: continuously-measured systolic (SBP) and diastolic blood pressure (DBP), doctor-diagnosed hyper- and hypotension, and high- and low blood pressure medication use. Greenspace metrics considered were: Normalized Difference Vegetation Index (NDVI), Soil Adjusted Vegetation Index (SAVI), and tree cover as measures of surrounding greenness in circular buffers of 100 m, 300 m, 500 m, and 1000 m around the home; distance to different types of structured green space; and having a domestic garden and a balcony. Relationships were examined across different definitions of blood pressure and greenspace and evaluated for potential effect modification by demographic factors, presence of a domestic garden/balcony, adiposity, and traffic sensitivity. RESULTS Higher overall greenness was associated with 30-40% lower odds of hyper/hypotension and 2-3 mm Hg lower SBP. Similar pattern was revealed for tree cover, however, associations with hypertension were less consistent across buffers, and SBP and DBP were lower only in association with greenness in the 100-m buffer. Having a domestic garden also seemed protective of high DBP. Residing near to forests, agricultural land, or urban green spaces was not related to blood pressure. Higher NDVI500-m was stronger associated with lower SBP in those having a domestic garden, while the effect on DBP was stronger in overweight/obese participants. CONCLUSION These findings support the idea that greenspace should be considered as protective of both high and low blood pressure, however, underlying mechanisms remain insufficiently understood.
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Affiliation(s)
- Angel M Dzhambov
- Department of Hygiene and Ecomedicine, Faculty of Public Health, Medical University of Plovdiv, Plovdiv, Bulgaria.
| | - Iana Markevych
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany; Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany; Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children's Hospital, Munich, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Peter Lercher
- Division of Social Medicine, Medical University Innsbruck, Innsbruck, Austria
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Nawa N, Isumi A, Fujiwara T. Community-level social capital, parental psychological distress, and child physical abuse: a multilevel mediation analysis. Soc Psychiatry Psychiatr Epidemiol 2018; 53:1221-1229. [PMID: 29915901 DOI: 10.1007/s00127-018-1547-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2018] [Accepted: 06/06/2018] [Indexed: 11/26/2022]
Abstract
PURPOSE The purpose of this study was to investigate the association between community-level social capital and physical abuse towards children, and the mediating effect of parental psychological distress by multilevel mediation analyses. METHODS We analyzed data from a population-based study of first-grade elementary school children (6-7 years old) in Adachi City, Tokyo, Japan. The caregivers of first-grade students from all elementary schools in Adachi City (N = 5355) were asked to respond to a questionnaire assessing parents' self-reported physical abuse (beating and hitting) and neighborhood social capital. Among them, 4291 parents returned valid responses (response rate 80.1%). We performed multilevel analyses to determine the relationships between community-level parental social capital and physical abuse, and further multilevel mediation analyses were performed to determine whether parental psychological distress mediated the association. RESULTS Low community-level social capital was positively associated with physical abuse (both beating and hitting) after adjustment for other individual covariates (beating: middle, OR = 1.54, 95% CI 1.11-2.13; low, OR = 1.33, 95% CI 0.94-1.88; and hitting: middle, OR = 1.35, 95% CI 1.02-1.80; low, OR = 1.16, 95% CI 0.86-1.57). Multilevel mediation analyses revealed that community-level parental psychological distress did not mediate the association (indirect effect ß = 0.10, 95% CI - 0.10 to 0.29, p = 0.34 for beating; ß = 0.03, 95% CI - 0.16 to 0.23, p = 0.74 for hitting). CONCLUSIONS Fostering community-level social capital might be important for developing a strategy to prevent child maltreatment, which may have a direct impact on abusive behavior towards children.
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Affiliation(s)
- Nobutoshi Nawa
- Department of Global Health Promotion, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan
| | - Aya Isumi
- Department of Global Health Promotion, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan
| | - Takeo Fujiwara
- Department of Global Health Promotion, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8519, Japan.
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30
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Tani Y, Suzuki N, Fujiwara T, Hanazato M, Kondo N, Miyaguni Y, Kondo K. Neighborhood food environment and mortality among older Japanese adults: results from the JAGES cohort study. Int J Behav Nutr Phys Act 2018; 15:101. [PMID: 30340494 PMCID: PMC6194719 DOI: 10.1186/s12966-018-0732-y] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 10/09/2018] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Previous research has linked lower availability of food stores selling fruits and vegetables to unhealthy diet. However, the longitudinal association between the availability of healthy food stores and mortality is unknown. This study examined the association between neighborhood availability of food stores and mortality by driving status among older adults. METHODS This study drew upon a three-year follow up of participants in the Japan Gerontological Evaluation Study, a population-based cohort study of Japanese adults aged 65 years or older. Mortality from 2010 to 2013 was analyzed for 49,511 respondents. Neighborhood availability of food stores was defined as the number of food stores selling fruits and vegetables within a 500-m or 1-km radius of a person's residence. Both subjective (participant-reported) and objective (geographic information system-based) measurements were used to assess this variable. Cox regression models were used to estimate hazard ratios (HR) for mortality. RESULTS A total of 2049 deaths occurred during the follow up. Lower subjective availability of food stores was significantly associated with increased mortality. Compared with participants reporting the highest availability, the age- and sex-adjusted HR for those reporting the lowest availability was 1.28 (95% CI: 1.04-1.58; p = 0.02). The association remained significant after adjustment for sociodemographic (education, income, cohabitation, marital status, and employment status) and environmental (driving status, use of public transportation, and study site) status (HR = 1.24, 95% CI: 1.01-1.53, p = 0.04). This association was stronger among non-car users, among whom the HR for those reporting the lowest availability of food stores was 1.61 (95% CI: 1.08-2.41, p = 0.02). In contrast, no significant association was seen between objective availability and mortality. CONCLUSIONS Lower availability of healthy food stores measured subjectively, but not objectively, was associated with mortality, especially among non-car users. Considering the decline in mobility with age, living in a neighborhood with many options for procuring fruits and vegetables within walking distance may be important for healthy aging.
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Grants
- 16K16295 and 16J11423 Japan Society for the Promotion of Science
- 22330172, 22390400, 23243070, 23590786, 23790710, 24390469, 24530698, 24683018, 25253052, 25870573, 25870881, 26285138, 26882010, 15H01972 Japan Society for the Promotion of Science
- Numbers H22-Choju-Shitei-008, H24-Junkanki[Seishu]-Ippan-007, H24-Chikyukibo-Ippan-009, H24-Choju-Wakate-009, H25-Kenki-Wakate-015, H25-Choju-Ippan-003, H26-Irryo-Shitei-003[Fukkou], H26-Choju-Ippan-006, H27-Ninchisyou-Ippan-001, H28-Choju-Ippan-002 Health Labour Sciences Research Grants
- 24-17 and 24-23 Research Funding for Longevity Sciences from the National Center for Geriatrics and Gerontology
- Ministry of Education, Culture, Sports, Science and Technology, Japan
- a Lotte Research Promotion Grant
- Japan Agency for Medical Research and Development
- the Japan Foundation for Aging and Health
- World Health Organization Centre for Health Development
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Affiliation(s)
- Yukako Tani
- Department of Global Health Promotion, Tokyo Medical and Dental University, 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8519 Japan
- Japan Society for the Promotion of Science, 5-3-1, Kojimachi, Chiyoda-ku, Tokyo, 102-0083 Japan
| | - Norimichi Suzuki
- Center for Preventive Medical Sciences, Chiba University, 1-33 Yayoicho, Inage-ku, Chiba-shi, Chiba, 263-8522 Japan
| | - Takeo Fujiwara
- Department of Global Health Promotion, Tokyo Medical and Dental University, 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8519 Japan
| | - Masamichi Hanazato
- Center for Preventive Medical Sciences, Chiba University, 1-33 Yayoicho, Inage-ku, Chiba-shi, Chiba, 263-8522 Japan
| | - Naoki Kondo
- Department of Health Education and Health Sociology, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033 Japan
| | - Yasuhiro Miyaguni
- Department of Gerontological Evaluation, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, 7-430 Morikoka-cho, Obu-shi, Aichi 474-8511 Japan
| | - Katsunori Kondo
- Department of Gerontological Evaluation, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, 7-430 Morikoka-cho, Obu-shi, Aichi 474-8511 Japan
- Department of Social Preventive Medical Sciences, Center for Preventive Medical Sciences, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8672 Japan
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Koohsari MJ, Nakaya T, Oka K. Activity-Friendly Built Environments in a Super-Aged Society, Japan: Current Challenges and toward a Research Agenda. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15092054. [PMID: 30235862 PMCID: PMC6163734 DOI: 10.3390/ijerph15092054] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2018] [Revised: 09/17/2018] [Accepted: 09/18/2018] [Indexed: 11/17/2022]
Abstract
There is a growing recognition of the role of built environment attributes, such as streets, shops, greenways, parks, and public transportation stations, in supporting people’s active behaviors. In particular, surrounding built environments may have an important role in supporting healthy active aging. Nevertheless, little is known about how built environments may influence active lifestyles in “super-aged societies”. More robust evidence-based research is needed to identify how where people live influences their active behaviors, and how to build beneficial space in the context of super-aged societies. This evidence will also be informative for the broader international context, where having an aging society will be the inevitable future. This commentary sought to move this research agenda forward by identifying key research issues and challenges in examining the role of built environment attributes on active behaviors in Japan, which is experiencing the longest healthy life expectancy, but rapid “super-aging”, with the highest proportion of old adults among its population in the world.
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Affiliation(s)
- Mohammad Javad Koohsari
- Faculty of Sport Sciences, Waseda University, Saitama 359-1192, Japan.
- Behavioural Epidemiology Laboratory, Baker Heart and Diabetes Institute, Melbourne 3004, Australia.
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne 3000, Australia.
| | - Tomoki Nakaya
- Graduate School of Environmental Studies, Tohoku University, Sendai City 980-0845, Japan.
| | - Koichiro Oka
- Faculty of Sport Sciences, Waseda University, Saitama 359-1192, Japan.
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32
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Abstract
PURPOSE OF REVIEW The objective of this review is to highlight the evidence on the association between contextual characteristics of residential environments and type 2 diabetes, to provide an overview of the methodological challenges and to outline potential topics for future research in this field. RECENT FINDINGS The link between neighborhood socioeconomic status or deprivation and diabetes prevalence, incidence, and control is robust and has been replicated in numerous settings, including in experimental and quasi-experimental studies. The association between characteristics of the built environment that affect physical activity, other aspects of the built environment, and diabetes risk is robust. There is also evidence for an association between food environments and diabetes risk, but some conflicting results have emerged in this area. While the evidence base on the association of neighborhood socioeconomic status and built and physical environments and diabetes is large and robust, challenges remain related to confounding due to neighborhood selection. Moreover, we also outline five paths forward for future research on the role of neighborhood environments on diabetes.
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Affiliation(s)
- Usama Bilal
- Urban Health Collaborative, Drexel Dornsife School of Public Health, 3600 Market St, 7th floor, Philadelphia, PA, 19104, USA.
- Department of Epidemiology and Biostatistics, Drexel Dornsife School of Public Health, 3215 Market St, Philadelphia, PA, 19104, USA.
| | - Amy H Auchincloss
- Urban Health Collaborative, Drexel Dornsife School of Public Health, 3600 Market St, 7th floor, Philadelphia, PA, 19104, USA
- Department of Epidemiology and Biostatistics, Drexel Dornsife School of Public Health, 3215 Market St, Philadelphia, PA, 19104, USA
| | - Ana V Diez-Roux
- Urban Health Collaborative, Drexel Dornsife School of Public Health, 3600 Market St, 7th floor, Philadelphia, PA, 19104, USA
- Department of Epidemiology and Biostatistics, Drexel Dornsife School of Public Health, 3215 Market St, Philadelphia, PA, 19104, USA
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33
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den Braver NR, Lakerveld J, Rutters F, Schoonmade LJ, Brug J, Beulens JWJ. Built environmental characteristics and diabetes: a systematic review and meta-analysis. BMC Med 2018; 16:12. [PMID: 29382337 PMCID: PMC5791730 DOI: 10.1186/s12916-017-0997-z] [Citation(s) in RCA: 135] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 12/15/2017] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The built environment influences behaviour, like physical activity, diet and sleep, which affects the risk of type 2 diabetes mellitus (T2DM). This study systematically reviewed and meta-analysed evidence on the association between built environmental characteristics related to lifestyle behaviour and T2DM risk/prevalence, worldwide. METHODS We systematically searched PubMed, EMBASE.com and Web of Science from their inception to 6 June 2017. Studies were included with adult populations (>18 years), T2DM or glycaemic markers as outcomes, and physical activity and/or food environment and/or residential noise as independent variables. We excluded studies of specific subsamples of the population, that focused on built environmental characteristics that directly affect the cardiovascular system, that performed prediction analyses and that do not report original research. Data appraisal and extraction were based on published reports (PROSPERO-ID: CRD42016035663). RESULTS From 11,279 studies, 109 were eligible and 40 were meta-analysed. Living in an urban residence was associated with higher T2DM risk/prevalence (n = 19, odds ratio (OR) = 1.40; 95% CI, 1.2-1.6; I2 = 83%) compared to living in a rural residence. Higher neighbourhood walkability was associated with lower T2DM risk/prevalence (n = 8, OR = 0.79; 95% CI, 0.7-0.9; I2 = 92%) and more green space tended to be associated with lower T2DM risk/prevalence (n = 6, OR = 0.90; 95% CI, 0.8-1.0; I2 = 95%). No convincing evidence was found of an association between food environment with T2DM risk/prevalence. CONCLUSIONS An important strength of the study was the comprehensive overview of the literature, but our study was limited by the conclusion of mainly cross-sectional studies. In addition to other positive consequences of walkability and access to green space, these environmental characteristics may also contribute to T2DM prevention. These results may be relevant for infrastructure planning.
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Affiliation(s)
- N R den Braver
- Department of Epidemiology & Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, De Boelelaan 1089a, 1081HV, Amsterdam, The Netherlands.
| | - J Lakerveld
- Department of Epidemiology & Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, De Boelelaan 1089a, 1081HV, Amsterdam, The Netherlands
| | - F Rutters
- Department of Epidemiology & Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, De Boelelaan 1089a, 1081HV, Amsterdam, The Netherlands
| | | | - J Brug
- Department of Epidemiology & Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, De Boelelaan 1089a, 1081HV, Amsterdam, The Netherlands.,Amsterdam School for Communication Research, University of Amsterdam, Amsterdam, The Netherlands
| | - J W J Beulens
- Department of Epidemiology & Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, De Boelelaan 1089a, 1081HV, Amsterdam, The Netherlands.,Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
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