Aris Widiyanto
School of Health Sciences Mambaul Ulum, Surakarta

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Multilevel Analysis on the Socio-Cultural, Lifestyle Factors, and School Environment on the Risk of Overweight in Adolescents, Karanganyar District, Central Java Aris Widiyanto; Bhisma Murti; RB. Soemanto
Journal of Epidemiology and Public Health Vol. 3 No. 1 (2018)
Publisher : Masters Program in Public Health

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Abstract

Background: Basic Health Research (RISKESDAS) data in 2013 showed that the prevalence of overweight among adolescents aged 13-15 years was 10.8%. Karanganyar district is ranked fourth by the number of overweight adolescents cases in Central Java with prevalence of 8.2%. This study aimed to determine the asssociation between socio-cultural, lifestyle factors, and school environment on the risk of overweight in adolescents, Karanganyar District, Central Java, using social cognitive theory (SCT), PRECEDE-PROCEED model, and multilevel analysis.Subjects and Method: This was an analytic observational study with cross-sectional design. The study was conducted at 25 junior high schools in Karanganyar district, Central Java, in December 2017. A sample of 200 junior high school students were selected for this study by stratified sampling and fixed disease sampling. The dependent variable was overweight. The independent variables were nutritional intake, snacking habits, physical activity, self efficacy, paternal BMI, maternal BMI, peer group influence, and school environment. Body weight data was measured by digital scale. Contextual effect of school environment was measured by the number of snack sellers at school. Other data were collected by questionnaire and analyzed by multilevel analysis.Results: High nutritional intake (b= 1.56, SE = 0.73, p= 0.032), high snacking habits (b= 1.27, SE = 0.70; p= 0.069), paternal BMI ≥23 (b= 1.60; SE= 0.79; p= 0.042 ), maternal BMI ≥23 (b= 2.29; SE = 0.76; p = 0.002), parent income ≥minimum  regional  wage (b= 2.17; SE= 0.76; p= 0.004), and strong peer group influence (b= 2.22; SE = 0.65; p= 0.001) increased the risk of overweight in adolescents. High self-efficacy (b= -3.61, SE= 0.75, p <0.001) and high physical activity (b= -2.92; SE= 0.80; p <0.001) decreased the risk of overweight in adolescents. Intraclass correlation= 9.92% indicating considerable contextual effect of school environment.Conclusion: Nutritional intake, snack habits, paternal BMI, maternal BMI, family income, and peer influence increase the risk of overweight in adolescent. Self-efficacy and high physical activity decrease the risk of overweight in adolescent. School environment has a considerable contextual effect on overweight in adolescents.Keyword: overweight, social cultural factor, adolescents, school environmentCorrespondence: Aris Widiyanto. School of Health Sciences Mambaul Ulum, Jl. Ring Road Utara, Tawangsari, Mojosongo, Jebres, Surakarta, Central Java. Email: widiyanto.aris99@gmail.com. Mobile: 081329209095.Journal of Epidemiology and Public Health (2018), 3(1): 94-104https://doi.org/10.26911/jepublichealth.2018.03.01.08
Determinants of Dementia Among the Elderly in Jakarta, Indonesia Miciko Umeda; Aris Widiyanto; Dedy Muhdiana; Lily Herlina; Joko Tri Atmojo; Bhisma Murti
Journal of Epidemiology and Public Health Vol. 10 No. 3 (2025)
Publisher : Masters Program in Public Health

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/jepublichealth.2025.10.03.06

Abstract

Background: The incidence of dementia rises sharply, and it is expected to grow worldwide in the decades ahead. This study aimed to investigate the determinants of dementia among the elderly in Jakarta, Indonesia.Subjects and Method: A cross-sectional design was employed in the Aisyah organization at Jakarta City, Indonesia. A total of 65 elderly people were selected using Stratified random sampling. The dependent variable was dementia. The independent variables were education, occupation, married status, and exercise routine. The dementia was assessed using the Mini-Mental State Examination (MMSE) questionnaire, which was translated into Bahasa. Results: The participants had an education level of high school or below (52.31%), were not married (53.85%), and were not working (55.38%). The majority reported frequent exercise (92.31%), and 44.62% were identified with dementia. Bivariate analysis showed that higher education (OR = 0.92; 95% CI= 0.26 to 3.22; p= 0.002) and being married (OR= 0.94; 95% CI= 0.34 to 2.61; p= 0.020) were significantly associated with lower dementia risk. Exercise routine showed a strong protective effect (OR = 0.17; 95% CI= 0.01 to 1.79; p= 0.043), while occupational status was not significantly associated (p= 0.074). In multivariate analysis, only exercise routine remained significantly associated with dementia (OR= 0.17; 95% CI= 0.01 to 1.78; p= 0.042), suggesting it as an independent protective factor after controlling for confounders.Conclusion: Regular physical activity was identified as a significant protective factor against dementia among the elderly. Promoting exercise may be an effective strategy for dementia prevention in this population.