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Meta-Analysis: Factors Related with Obesity in Adolescents Gumilar, Karismatika Surya; Betriza; Legowo, Nurcahyo Aji; Murti, Bhisma; Wulandari, Ayu Novita
Journal of Epidemiology and Public Health Vol. 9 No. 1 (2024)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/jepublichealth.2024.09.01.06

Background: Obesity is excess body weight above the normal BMI limit. This can be experienced by anyone, starting from children, productive teenagers who do not maintain a healthy lifestyle, which can cause premature death. There are various factors that cause obesity from several research findings. This study aims to analyze and estimate factors that influence the risk of obesity in adole-scents.Subjects and Method: This research is a systematic review and meta-analysis with PRISMA and PICO diagrams. Population= teenagers. Intervention= strong physical activity, high income, female gender, strong consumption of fruit, and high maternal education. Comparison= weak physical activity, low income, male gender, weak consumption of fruit, and low maternal education. Result= obesity. The search for this article came from databases namely PudMed and Science Direct. The article keywords used are "physical activity" AND "Income" AND "fruit consumption" AND "mater-nal education" AND "obesity" AND "young factor". The articles included in this research are full paper articles, cross-sectional study design, publication year range 2013-2023, and the magnitude of the Adjusted Odds Ratio relationship. Articles were filtered using the PRISMA flow diagram and analyzed using the Review Manager 5.3.Results: There are 10 articles with cross-sectional studies that show the risk of obesity is signifi-cantly influenced by high income by 2.04 times (aOR= 2.04; 95% CI=0.97 to 4.30; p= 0.060), female gender by 2.28 times (aOR= 2.28; 95% CI= 1.64 to 3.17; p<0.001), strong fruit consumption was 2.11 times (aOR= 2.11; 95% CI= 1.30 to 3.44; p= 0.003), and high maternal education was 1.64 times (aOR=1.64; 95% CI= 1.10 to 2.45; p= 0.020) and the influence of weak physical activity which is 0.59 times the risk of obesity with statistically significant results (aOR= 0.59; 95% CI= 0.41 to 0.83; p=0.003).Conclusion: Risk factors that influence obesity in adolescents include high income, female gender, fruit consumption, high maternal education, and weak activity. Keywords: Obesity, risk factors, health problems, teenagers.

Imlementation of Health Belief Model to Predict Adherence toward Acupuncture Services in Low Back Pain Patients legowo, Nurcahyo aji; Murti, Bhisma; Sumardiyono, Sumardiyono
Journal of Health Promotion and Behavior Vol. 10 No. 1 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/thejhpb.2025.10.01.09

Background Adherence in using acupuncture services can reduce the risk of developing more severe low back pain. Low back pain patients who do not receive regular treatment will experience a high risk of injury. This study aims to determine the relationship between the construct of the health belief model and adherence in using acupuncture services. Subjects and Method: This was a cross-sectional study carried at the Surakarta acupuncture clinic in December-March 2024. A sample of 200 low back pain patients was selected using random sampling. The dependent variable was low back pain patients. The independent variables were perceived vulnerability, perceived severity, perceived benefits, perceived barriers, cues to action, and self-efficacy. Data were analyzed using a multiple logistic regression. Results: Adherence to acupuncture therapy in LBP patients increased with high perceived vulnerability (OR= 2.46; 95% CI= 1.09 to 5.07; p = 0.028), high perceived severity (OR= 4.07; CI 95%= 1.84 to 8.99; p = 0.001), high perceived benefit (OR= 2.57; 95% CI= 1.12 to 5.84; p = 0.024), had cues to action (OR= 2.24; 95% CI= 1.03 to 4.90; p = 0.042), and high self-efficacy (OR= 2.27; 95% CI= 1.03 to 5.00; p = 0.042). It was decreased by high perceived barriers (OR= -0.35; 95% CI= -0.15 to -0.80; p = 0.014). Conclusion: Adherence to acupuncture therapy in LBP patients increases with high perceived vulnerability, high perceived severity, high perceived benefit, had cues to action, and high self-efficacy. It is decreased by high perceived barriers

Meta-Analysis: Factors Related with Obesity in Adolescents Gumilar, Karismatika Surya; Betriza; Legowo, Nurcahyo Aji; Murti, Bhisma; Wulandari, Ayu Novita
Journal of Epidemiology and Public Health Vol. 9 No. 1 (2024)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/jepublichealth.2024.09.01.06

Background: Obesity is excess body weight above the normal BMI limit. This can be experienced by anyone, starting from children, productive teenagers who do not maintain a healthy lifestyle, which can cause premature death. There are various factors that cause obesity from several research findings. This study aims to analyze and estimate factors that influence the risk of obesity in adole-scents.Subjects and Method: This research is a systematic review and meta-analysis with PRISMA and PICO diagrams. Population= teenagers. Intervention= strong physical activity, high income, female gender, strong consumption of fruit, and high maternal education. Comparison= weak physical activity, low income, male gender, weak consumption of fruit, and low maternal education. Result= obesity. The search for this article came from databases namely PudMed and Science Direct. The article keywords used are "physical activity" AND "Income" AND "fruit consumption" AND "mater-nal education" AND "obesity" AND "young factor". The articles included in this research are full paper articles, cross-sectional study design, publication year range 2013-2023, and the magnitude of the Adjusted Odds Ratio relationship. Articles were filtered using the PRISMA flow diagram and analyzed using the Review Manager 5.3.Results: There are 10 articles with cross-sectional studies that show the risk of obesity is signifi-cantly influenced by high income by 2.04 times (aOR= 2.04; 95% CI=0.97 to 4.30; p= 0.060), female gender by 2.28 times (aOR= 2.28; 95% CI= 1.64 to 3.17; p<0.001), strong fruit consumption was 2.11 times (aOR= 2.11; 95% CI= 1.30 to 3.44; p= 0.003), and high maternal education was 1.64 times (aOR=1.64; 95% CI= 1.10 to 2.45; p= 0.020) and the influence of weak physical activity which is 0.59 times the risk of obesity with statistically significant results (aOR= 0.59; 95% CI= 0.41 to 0.83; p=0.003).Conclusion: Risk factors that influence obesity in adolescents include high income, female gender, fruit consumption, high maternal education, and weak activity. Keywords: Obesity, risk factors, health problems, teenagers.

Imlementation of Health Belief Model to Predict Adherence toward Acupuncture Services in Low Back Pain Patients legowo, Nurcahyo aji; Murti, Bhisma; Sumardiyono, Sumardiyono
Journal of Health Promotion and Behavior Vol. 10 No. 1 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/thejhpb.2025.10.01.09

Background Adherence in using acupuncture services can reduce the risk of developing more severe low back pain. Low back pain patients who do not receive regular treatment will experience a high risk of injury. This study aims to determine the relationship between the construct of the health belief model and adherence in using acupuncture services. Subjects and Method: This was a cross-sectional study carried at the Surakarta acupuncture clinic in December-March 2024. A sample of 200 low back pain patients was selected using random sampling. The dependent variable was low back pain patients. The independent variables were perceived vulnerability, perceived severity, perceived benefits, perceived barriers, cues to action, and self-efficacy. Data were analyzed using a multiple logistic regression. Results: Adherence to acupuncture therapy in LBP patients increased with high perceived vulnerability (OR= 2.46; 95% CI= 1.09 to 5.07; p = 0.028), high perceived severity (OR= 4.07; CI 95%= 1.84 to 8.99; p = 0.001), high perceived benefit (OR= 2.57; 95% CI= 1.12 to 5.84; p = 0.024), had cues to action (OR= 2.24; 95% CI= 1.03 to 4.90; p = 0.042), and high self-efficacy (OR= 2.27; 95% CI= 1.03 to 5.00; p = 0.042). It was decreased by high perceived barriers (OR= -0.35; 95% CI= -0.15 to -0.80; p = 0.014). Conclusion: Adherence to acupuncture therapy in LBP patients increases with high perceived vulnerability, high perceived severity, high perceived benefit, had cues to action, and high self-efficacy. It is decreased by high perceived barriers

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