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Journal : Journal of Epidemiology and Public Health

Factors Associated with Dyslipidemia among Workers: A Path Analysis Indriani, Fenita; Sumardiyono; Murti, Bhisma; Demartoto, Argyo
Journal of Epidemiology and Public Health 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/jepublichealth.2025.10.05.02

Abstract

Background: The results of the 2023 Indonesian Health Survey show that 39.5% of the Indonesian population aged ≥ 15 years old have abnormal total cholesterol levels. Dyslipidemia or plasma lipid abnormalities play a major role in the pathogenesis of atherosclerosis on the walls of blood vessels which is the cause of coronary heart disease (CHD) and stroke. The purpose of the study was to analyze the factors that affect dyslipidemia in workers.Subjects and Method: This study uses an analytical observational design using a cross-sectional approach. The study was conducted at the Yogyakarta Labkesmas Center in October 2024 with a total of 150 worker study subjects. The sampling technique is non-probability sampling, namely total sampling. The independent variables in this study were BMI, glucose levels, stress, and depression while the dependent variables were total cholesterol levels. Data collection was carried out using secondary data and questionnaires, the data was analyzed by path analysis.Results: Each increase of one mg/dL of glucose level (b = 0.24; CI 95%= 0.09 to 0.39; p = 0.002) and one unit of depression (b = 0.16; CI 95%= 0.01 to 0.31; p= 0.043) will be followed by an increase in total cholesterol levels. Any increase in BMI through a mediator of glucose levels and stress through a mediator of depression will be followed by an increase in total cholesterol levels.Conclusion: Total cholesterol levels increase with increased glucose levels and depression levels. Total cholesterol levels are indirectly affected by BMI through glucose level mediators and stress levels through depression mediators.  
Assessing the Effect of Social Capital on Depression in Adults Nugraheni, Aulia Putri; Murti, Bhisma; Demartoto, Argyo
Journal of Epidemiology and Public Health 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/jepublichealth.2025.10.05.04

Abstract

Background: Depression is a mental health problem that affects an individual's quality of life. Previous studies have shown that individuals with high social capital are less likely to experience depression. Understanding the dynamics of social capital and its impact on depression is essential for developing interventions and policies that can improve mental well-being at both the individual and community levels. This study aims to analyze the influence of structural, cognitive, and relational social capital on depression in adults.Subjects and Method: This study is a cross-sectional study carried out in Klaten, Central Java in September-October 2024. Population of 726,839 adults and a sample of 200 adults aged 19-59 years were selected using multistage random sampling. The dependent variable was depression. The independent variables were structural social capital, cognitive social capital, and relational social capital. Depression data was measured using Patient Health Questionnaire-9 (PHQ-9) and other data using questionnaires. Data was analyzed using the Structural Equation Model run on STATA 13.Results: Strong social capital lowered adults' risk of depression (b= -0.39; CI 95%= -0.56 to -0.23; p= 0.001). The older you get, the lower the depression score (b= -0.17; CI 95%= -0.31 to -0.03; p= 0.018). The social capital construct in this study is positively and statistically significant by the structural social capital component (b= 0.75; CI 95%= 0.58 to 0.92; p= 0.001), cognitive social capital component (b= 0.56; CI 95%= 0.39 to 0.73; p= 0.001), and the relational social capital component (b= 0.62; CI 95%= 0.48 to 0.76; p= 0.001). The SEM model showed a good fit (Chi-square p= 0.113; RMSEA= 0.070; CFI= 0.98; TLI= 0.93; SRMR= 0.03).Conclusion: Strong social capital and increasing age lower the risk of depression in adults. The social capital construct is positively and statistically significant by the components of structural social capital, cognitive social capital, and relational social capital. This SEM model shows a good fit.
Physical, Emotional, and Sexual Violence on the Risk of Depression in Young Adult Women Saidah, Ayu; Demartoto, Argyo; Murti, Bhisma; Subijanto, Achmad Arman; Novika, Revi Gamma Hatta
Journal of Epidemiology and Public Health Vol. 10 No. 2 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/jepublichealth.2025.10.02.05

Abstract

Background: Depression due to dating violence is a serious problem that affects the mental health of many women, especially young adults. Dating violence, whether physical, emotional, or sexual, can interfere with psychological well-being and result in long-term consequences, one of which is depression. This study aims to analyze the relationship between experiences of dating violence and depression in victims, focusing on women aged 16 to 25 years.Subjects and Method: This study was a cross-sectional study conducted in Surakarta from October to December 2024. The study sample consisted of 200 female young adults in Surakarta City, selected through random sampling. The dependent variable was depression., Independent variables were physical violence, emotional violence, and sexual violence. Data were collected using questionnaires and analyzed using path analysis on Stata 13.Results: The risk of depression was directly influenced by emotional violence (b=0.49; 95%CI=0.39 to 0.60; p<0.001) and sexual violence (b=0.21; 95%CI=0.09 to 0.32; p<0.001). Meanwhile, the indirect influence was physical violence (b=0.28; 95%CI=0.15 to 0.41; p<0.001) and sexual violence (b=0.25; 95%CI=0.11 to 0.37; p<0.001).Conclusion: Emotional violence and sexual violence directly affect the risk of depression. The indirect influence of the risk of depression is physical violence and sexual violence.
Co-Authors Achmad Arman Subijanto, Achmad Arman Adita, Kingkin Aditya, Stefanus Adriyani, Rita Benya Al Ghifari, Muhammad Fahrezi Ambar Mudigdo Ambarsari, Maecelina Hestin Anawati, Sri Andriyani, Shofia Annuchasari, Helmi Aprilia Susanti, Aprilia Ari Natalia Probandari Aris Sudiyanto Arisona, Widya Lusi Ayu, Elsa Jumasni Bagus Haryono Bhisma Murti Cahyanto, Erindra Budi Dasairy, Hana Fathiya Desiderius Priyo Sudibyo, Desiderius Priyo DEVI INDRAWATI Didik Tamtomo, Didik Dono Indarto Drajat Tri Kartono Ekasari, Dily Endang Gerilyawati IES, Endang Gerilyawati Endang Sutisna Sulaeman Eti Poncorini Pamungkasari Fajriyah, Yuli Lutfatul Fetty Rosyadia Wachdin Flora, Viola Holly Hakim, Fatwa Nur Hapsari, Dini Harsono Salimo Hastjarjo, Sri Himawati, Yulia I Wayan Sutama Indrawati, Fika Lilik Indriani, Fenita Karima, Fatimah Hasna Karina Cibro, Adeyle Datna Keswara, Nila Widya Khalifah, Intan Noor Khasanah, Widia Nur Kogoya, Tena Kurniasari, Mia Ashari Laksana, Budi Lestari, Anis Dwi Lestari, Heni Eka Lianawati, Feny Lina Puspitasari Mahendra Wijaya Marsela, Chesa Amanda Masriyatun, Masriyatun Ma’rufah, Aprilia Nurul Mubarok, Ahmad Syauqi Mulya Tarmidi, Mulya Mundayat, Aris Arif Nabillah, Lily Nahak, Maria Paula Marla Nazalah, Rajba Ningrum, Anis Lupita Nisa, Azka Zahrotun Nisriina, Zain Nadaa Novika, Revi Gama Hatta Novika, Revi Gamma Hatta Nugraheni, Aulia Putri Nuha, Riya Ulin Nurul Husna Nuryuliana, Nuryuliana Paramita, Windya Kartika Pawito Pawito Perdana, Muhammad Vidi Permana, Fransisca Novalia Perwitosari, Henny Poncorini, Eti Pranita, Liliana Dwi Prasetya, Hanung Pratiwi, Ajeng Christiana Putri Pujihartati, Sri Hilmi Purbanova, Reni Purbondari, Elysa Wahyu Purnamasari, Elvira Purwanti, Titis Cipta Purwanto - Puspitaningtyas, Danty Indra Putry, Mentary Febryant Rachmadi, Aditya Yudha Rahmawati, Dechoni Rahmawati, Fatimah Raraningrum, Vita Ratih Rahmawati Respati, Supriyadi Hadi Retnaningsih, Isna Rahmawati Rita Adriani Benya Adriani Rosyidah Alfitri RUBEN DHARMAWAN Safitri, Ayun Saidah, Ayu Santoso, Nathanael Aditya Sanusi, Sita Rahayu Saputri, Chelsy Sumardi Saputri, Enriawati Ika Dyah Sari, Heni Elmiani Setyadi, Ahmad Wasis Setyani, Rizka Ayu Setyowati, Eka Yuni Silvia Ari Agustina Soemanto, RB Soesyasmoro, R. Asto Soesyasmoro, R. Asto Sofiani, Hindun Solikatun Solikatun, Solikatun Subaeti, Tri Sugma, Saras Vati Manvatarini Sukma, Sukma Sumardiyono Sunaryo - Supriyadi Hari Respati Surya Gumilar, Karismatika Suryono, Anike Nurmalita Rizki Putri Sutopo, Haris Syarifah Syarifah, Syarifah Syefira Ayudia Johar Tiyas Nur Haryani, Tiyas Nur Tri Sulistyawati, Tri Trisni Utami Tristian, Deviana Uki Retno Budihastuti Utami, Fitria Nur Utami, Indri Nur Utari, Sri Utsani, Wimmy Safaati Veibiani, Nindita Arum Wardhani, Putri Kusuma Wardhani, Yeni Wekadigunawan, C.S.P Wibowo, Galih Aprilia Yuni Lestari Yuvrista, Yuliana Yuyun Sunesti Zahro, Hallisa’tu Zahroh Shaluhiyah Zartika, Maoli