Epidemiology Commons^™

Surveillance And Comparative Genomics Of Bacteria From Hospital And Human Reservoirs, Emily E. Benedict

WUSM Theses and Dissertations – All Programs

Bacteria are diverse and adaptable and, consequently, present in a wide variety of environments. They are capable of growing under intense pressures, including those brought on by the human immune system and disinfection strategies. To survive these pressures, bacteria develop resistances. Antimicrobial resistance, which occurs when a microbe is no longer responsive to the antibiotic intended to control it, is one such adaptation that presents an especially serious threat, as it limits treatment options for infections caused by antimicrobial resistant microbes. Similarly, the ability of bacteria to survive in environments subjected to heavy disinfection efforts, such as intensive care units …

Knowledge, Attitudes, And Practices (Kap) Of Parents Regarding The Prevention And Control Of Childhood Iron Deficiency Anemia In Egypt: A Cross-Sectional Study, Omnia Soliman

Theses and Dissertations

Childhood Iron Deficiency Anemia (IDA) remains a major public health challenge in Egypt, where its persistently high and rising prevalence carries substantial consequences for child growth, cognitive development, immunity, and long-term health outcomes. Globally, approximately 40% of children aged 6–59 months are affected by anemia (World Health Organization, 2025), and Egypt mirrors this burden, with national data showing a worsening trend in recent years. In Egypt, national strategies have traditionally focused on biomedical interventions such as iron supplementation and food fortification, while less attention has been directed toward behavioral and household-level determinants, particularly parental knowledge, attitudes, and practices (KAP) related …

Progression Of Non-Radiographic To Radiographic Axial Spondyloarthritis: A Risk Model Based On A Chinese Cohort Study, Rui Ying Deng, Xiaojia Xu, Jian Hua Peng, Feng Cai Shen, Yao Gong, Dan Min Wang, Hong Jin Liang, Shu Xin Huang, Zhao Peng Chen, Wen Long Wu, Ze Xin Zheng, Ling Lin, Zhi Duo Hou

Research outputs 2022 to 2026

Objectives: To evaluate the progression from non-radiographic axial spondyloarthritis (nr-axSpA) to radiographic axial spondyloarthritis (r-axSpA) in a Chinese cohort, identify associated risk factors in both clinical and imaging arms, and enable risk stratification based on these factors. Methods: Overall, 572 patients with nr-axSpA were enrolled with a median follow-up of 5 years. Cox proportional hazard regression analyses were conducted to identify potential risk factors associated with the progression from nr-axSpA to r-axSpA in both clinical and imaging arms. A risk-scoring system was then developed by assigning each independent predictor a weight based on its regression coefficient. Patients were subsequently categorized …

Women’S Empowerment And Child Stunting In Peru: A Nationally Representative Analysis, Marisella Chumán-Sánchez, Brando Ortiz-Saavedra, Leonardo J. Uribe-Cavero, Anita P. Llamo-Vilcherrez, Joshua W. Moxey, Carlos J. Toro-Huamanchumo

Research outputs 2022 to 2026

Background: Child stunting remains a persistent public health challenge in Peru. Although women’s empowerment has been linked to improved child health, evidence on its domain-specific relationship with stunting remains limited. The objective of this study was to assess the association between women’s empowerment, across attitudes towards violence, social independence, and decision-making, and child stunting in Peru.

Methods: We conducted an analytical cross-sectional study using nationally representative data from the 2021 Demographic and Family Health Survey (ENDES), including 16,650 mother-child pairs. Analyses of women’s empowerment were conducted in a sub-sample with complete SWPER data (n = 12,696). Stunting was defined as …

Paternal Age And Offspring Bone Health And Body Composition At 20 Years: Findings From The Raine Study, Mia A. Percival, Kun Zhu, John P. Walsh, Marc Sim, Kara B. Anderson, Julie A. Pasco, Natalie K. Hyde

Research outputs 2022 to 2026

Aims: There is growing evidence supporting paternal contributions to child health. Previous findings from the Vitamin D In Pregnancy study suggest that advanced paternal age is associated with a range of poorer bone measures for offspring at age 11 years. Whether these associations are evident when peak bone mass is attained remains unknown. This study aimed to investigate associations between paternal age and offspring bone health and body composition at age 20 years.

Methods: Data from the Raine study, a multigenerational cohort, were used. Among 1183 offspring with total body DXA data (Norland XR-36 densitometer) at the 20-year follow up, …

Weathering The Divide: Social Determinants, Neighborhood Context, And Systemic Lupus Erythematosus Among African American Women, Vanessa Cl Morman

Electronic Theses and Dissertations

Background: Systemic lupus erythematosus (SLE) disproportionately affects African American women and contributes to racial health disparities in the United States. Although genetic susceptibility influences disease risk, growing evidence suggests that social determinants of health (SDOH), including neighborhood conditions, structural racism, and socioeconomic disadvantage, contribute to disease development and progression. Epigenetic mechanisms may provide a biological pathway linking adverse social conditions to chronic disease disparities. This dissertation examined the influence of SDOH on SLE disparities through evidence synthesis and empirical investigation to inform public health practice and policy.

Methods: This integrated learning experience consisted of three complementary manuscripts. Aim 1 was …

Trust As Public Health Infrastructure: Advancing Health Care Safety Through Risk Communication And Community Engagement, Karanvir Bhinder, Sahibpreet Bhinder

HCA Healthcare Journal of Medicine

Background

Preparedness frameworks traditionally emphasize surveillance, laboratory capacity, clinical care and logistics. However, recent public health emergencies have demonstrated that even technically sound interventions may fail when trust is weak, communication is fragmented or misinformation undermines public confidence. Risk communication and community engagement (RCCE) is therefore increasingly recognized as an important component of effective outbreak response.

Perspective

Evidence from COVID-19, Ebola and other public health emergencies demonstrates that trust, communication and community engagement influence adherence to public health guidance, vaccine acceptance, healthcare utilization and the implementation of evidence-based interventions. Despite this, RCCE is frequently operationalized as a support function rather …

Juvenile Delinquency In Alaska, 2019 And 2023, Gabriel Garcia

AJiC Fact Sheets

This fact sheet examines juvenile delinquency in Alaska, documenting changes in substance use and weapon-carrying among high school students and identifying associated risk and protective factors using weighted data from the 2019 and 2023 Alaska Youth Risk Behavior Survey (YRBS).

Youth Experience Of Violence In Alaska, 2019 And 2023, Gabriel Garcia

AJiC Fact Sheets

This fact sheet examines youth experiences of dating violence and sexual violence in Alaska, identifying patterns and factors associated with victimization among high school students. Using weighted data from the 2019 and 2023 Alaska Youth Risk Behavior Survey (YRBS), it compares the prevalence of physical dating violence, sexual dating violence, sexual violence by anyone, and forced sexual intercourse.

Network Analysis Of Chronic Disease Diagnosis Co-Documentation In Insurance Claims Among Older Arkansans, Mohsen Bazargan, Mohammadreza Rezaei, Ehsan Yaghmaei, Meredith Adkins, Panteha Rezaiean, Koustav Ganguly, James Abbas, Cyril Rakovski

Mathematics, Physics, and Computer Science Faculty Articles and Research

Background

Multimorbidity among older adults presents growing clinical and economic challenges, particularly in medically underserved states such as Arkansas. However, it remains unclear whether chronic conditions documented in routine healthcare encounters exhibit structured patterns of diagnosis co-documentation or primarily reflect incidental co-documentation. Understanding these patterns may inform future studies of multimorbidity and healthcare utilization.

Objective

To characterize statewide, sex-stratified patterns of claim-level diagnosis co-documentation among Arkansas adults aged ≥ 65 years using administrative claims data.

Methods

We analyzed 2024 IQVIA administrative claims for Arkansas residents aged ≥ 65 years (1408,707 claims from 35,253 unique patients). Analyses were conducted at the …

Pooled Proportion And Associated Factors Of Postoperative Pain During The Recovery Time Among Adult Surgical Patients In An Ethiopian Setting With Limited Resources: A Systematic Review And Meta-Analysis, Sintayehu Samuel Lorato, Mitiku Desalegn, Kelemu Abebe Gelaw, Yohannes Godie Ashebir, Olyad Kuma Getahun, Gebeyehu Lakew, Mathewos Mekonnen Gemmechu, Tiruye Menshaw Tiruneh, Yibeltal Assefa Atalay, Amlaku Nigusie Yirsaw, Eyob Ketema Bogale, Natnael Atnafu Gebeyehu, Tewodros Shitemaw Tekoye, Genanew Kassie Getahun, Kedir Seid, Abel Tibebu Goshu

Research outputs 2022 to 2026

No abstract provided.

Prevalence Of Vitiligo In East Africa: Systematic Review And Meta-Analysis, Kedir Seid, Chala Getaneh Jaleta, Sintayehu Samuel Lorato, Mitiku Desalegn, Dawit Tesfaye Rundasa, Yohannes Godie Ashebir, Olyad Kuma Getahun, Gebeyehu Lakew, Mathewos Mekonnen Gemmechu, Mulualem Endeshaw Zeleke, Yibeltal Assefa Atalay, Amlaku Nigusie Yirsaw, Eyob Ketema Bogale, Abiy Hailu Tikuneh, Abas Ali Hassen, Eyasu Alem Lake, Tadesse Nigussie, Bushra Bibi, Fikiru Yigezu Y. Jaleta, Abebe Gedefaw Belete, Genanew Kassie Getahun

Research outputs 2022 to 2026

Background: Vitiligo is a chronic skin disorder characterized by the loss of melanocytes, resulting in depigmented macules and patches. No accurate estimate has been made of the prevalence of vitiligo in East Africa.

Objectives: To determine the prevalence of vitiligo in East Africa via a systematic review and meta-analysis of the literature.

Methods: A systematic review and meta-analysis were performed in accordance with the PRISMA guidelines. Eleven articles were retrieved from PubMed/MEDLINE, Embase, Scopus, Google Scholar, Science Direct, Web of Science and African Journals Online. Microsoft Excel was used to extract the data, which were then exported to STATA 17 …

Burden And Prioritization Of Airborne Diseases In Bogor City, 2024: A Situational Analysis, Tuti Alawiyah, Helda Helda, Menikha Maulida

Jurnal Epidemiologi Kesehatan Indonesia

Indonesia, particularly urban agglomeration areas such as Bogor, continues to face major challenges related to air quality, resulting in an increased risk of airborne disease transmission. This study aimed to assess the burden of airborne diseases and determine health problem priorities in Bogor City using surveillance data from 2022 to October 2024. A descriptive epidemiological study was conducted in Bogor City using surveillance data from 2022 to 2024. Health problem prioritization was performed using the Pan American Health Organization (PAHO)-adapted Hanlon method through structured questionnaires administered to an expert panel consisting of health office officials and heads of primary healthcare …

Covid-19 Vaccination Coverage And Associated Factors In Conflict-Affected Provinces Of The Democratic Republic Of The Congo: A Cross-Sectional Study, Anthony E. Mwakapugi

Jurnal Epidemiologi Kesehatan Indonesia

Background: This study analysed the coverage and determinant factors for COVID-19 vaccination in Ituri, North Kivu, and South Kivu provinces in the Democratic Republic of the Congo (D.R.C). These are war-affected provinces that have experienced prolonged armed conflict, potentially limiting vaccine access.

Methods: A cross-sectional analysis of 9,795 people aged at least 15 years old and older fromyears from the 2023–2024 D.R.C Demographic and Health III Survey was conducted. Weighted descriptive statistics, design-adjusted chi-square tests, and multivariable logistic regression identified determinants of vaccination uptake.

Results: Overall vaccination coverage was 14.1% (95% CI: 11.3% - 17.4%)16.6% (95% CI= 14.2–19.3), with marked …

Descriptive Epidemiology Of Tuberculosis Case With Diabetes Mellitus Identified Through Screening Activities In Indonesia, 2024, Chrisshanti Putri Pasaribu

Jurnal Epidemiologi Kesehatan Indonesia

Tuberculosis (TB) remains a major public health problem, particularly among individuals with diabetes mellitus (DM), who are at an increased risk of developing TB disease. Screening activities conducted through health facility-based screening and active case finding (ACF) provide opportunities to identify TB cases with DM comorbidity. This study aimed to describe the epidemiological characteristics of TB-DM cases identified through screening activities in Indonesia in 2024. This descriptive study used routine secondary program data obtained from the Tuberculosis Information System (SITB). The source population consisted of 615,357 individuals screened for TB in 2024, among whom 14,727 TB cases were identified. Of …

Situational Analysis Of Maternal And Child Health Problems In Dki Jakarta Province In 2024, Jennifer Irene Amorita Hadiono, Helda Helda, Tri Yunis Miko Wahyono, Inggariwati Inggariwati

Jurnal Epidemiologi Kesehatan Indonesia

Maternal and child health (MCH) is a critical indicator of national health development aligned with SDGs targets. DKI Jakarta, as a densely populated capital city, faces unique challenges in providing equitable MCH services. This study aims to analyze the situational status of MCH problems in DKI Jakarta Province in 2024 and to determine health priorities using the PAHO-adopted Hanlon method. A descriptive study using quantitative and qualitative approaches was conducted at the DKI Jakarta Provincial Health Office from October 2024 to January 2025. Primary data were collected through structured interviews, while secondary data were sourced from reports of the Nutrition …

Factors Associated With Hiv Infection Among People Who Inject Drugs In Jakarta, Igo Cahya Negara, Mondastri Korib Sudaryo, Helwiah Umniyati

Jurnal Epidemiologi Kesehatan Indonesia

HIV infection among people who inject drugs (PWID) remains a substantial public health burden, with Jakarta consistently reporting among the highest PWID-associated HIV prevalence in Indonesia. This study aimed to identify factors associated with HIV infection among PWID in Jakarta, utilizing secondary data from the 2023 Integrated Biological and Behavioral Survey (IBBS 2023). A cross-sectional study design was employed using secondary data from 261 PWID recruited in Jakarta. Bivariate associations were examined using Chi-square tests, and multivariate analysis was performed using modified Cox regression with a constant time parameter to estimate adjusted prevalence ratios (aPR) with 95% confidence intervals. The …

Determinants Of Antiretroviral Therapy Status Among Men Who Have Sex With Men (Msm) Living With Hiv In Greater Jakarta, Leonita Agustine, Mondastri Korib Sudaryo, Helwiah Umniyati

Jurnal Epidemiologi Kesehatan Indonesia

Men who have sex with men (MSM) are a key population contributing to the largest proportion of new HIV infections among the adult population in Indonesia, accounting for 44% of new infections in 2024. However, antiretroviral therapy (ART), as a key intervention in HIV control, remains suboptimal among this group, with previous studies showing that only around 57% of MSM living with HIV in Indonesia were receiving ART. In urban settings such as Greater Jakarta, these gaps may be more pronounced due to complex social and structural barriers to care. This study used a cross-sectional design based on data from …

Psychosocial And Demographic Determinants Of Work Stress Among Lecturers At University X, Natasha Putri Ayu Kayla, Fajaria Nurcandra, Dr. Dyah Utari, Nayla K. Fithri, Siti Norashikin Mohamad Shaifuddin

Jurnal Epidemiologi Kesehatan Indonesia

Occupational stress is a psychological pressure related to work conditions. Psychosocial and demographic determinants may be the influence. Lecturers are white collar workers who have the opportunity to experience occupational stress. The aim of this study is to determine the factors that influence occupational stress among lecturers in X University. This research is a quantitative study with a cross-sectional study design. The sampling technique used is Accidental Sampling. The number of samples used was 132 respondents. The study was conducted in April-June 2024. The Cox Regression Model was used to analyze. The instruments used were The Workplace Stress Scale, Multidimensional …

A Spatiotemporal Study Of Environmentally Associated Pulmonary Diseases In Georgia, Jason Raymond Baum

Walden Dissertations and Doctoral Studies

Exposures to particulate dust matter (PM10 and smaller) from aggregate comminution facilities (ACF) can lead to the onset of environmentally associated pulmonary diseases (EAPDs); acute and chronic asthma (Type I allergic hypersensitivity reaction), chronic pulmonary disease, interstitial lung disease (ILD), and lung cancer. In this environmental epidemiological research study, three primary spatial and spatiotemporal research questions related to nonoccupational exposures from 118 facilities across Georgia were evaluated. Secondary data analysis was conducted from the Centers for Disease Control and Prevention’s (CDC) 2018–2023 Behavioral Risk Factor Surveillance System (BRFSS) and the Metropolitan Statistical Areas, Micropolitan Statistical Areas, and Metropolitan Divisions to …

Factors Associated With Adherence To Anti-Tuberculosis Drugs (Atds) In Samarinda, Fahmi Nur Indah Sari, Irfansyah Baharuddin Pakki, Nur Rohmah, Siswanto Siswanto, Muhamad Z. Saefurrohim

Jurnal Epidemiologi Kesehatan Indonesia

Tuberculosis (TB) is an infectious disease that remains a major public health problem in Indonesia. Treatment success is highly dependent on the patient's adherence to taking Anti-Tuberculosis Drugs (ATDs). This study aimed to determine the relationship between perceived susceptibility, severity, benefits, barriers (stigma), cues to action (healthcare workers support), and self-efficacy with adherence to taking ATDs among TB patients in Samarinda City. This study employed a cross-sectional design with a quantitative approach involving 121 TB patients from four community health centers (Puskesmas) in Samarinda. Samples were selected using multistage sampling. Data were collected through structured interviews using questionnaires and analyzed …

Plasmodium Falciparum Parasite Density And Its Association With Malaria Rapid Diagnostic Test Positivity Among School-Aged Children Across Diverse Malaria Transmission Settings In Mainland Tanzania, Felista Mwingira

Tanzania Journal of Science

Malaria rapid diagnostic tests (mRDTs) are widely used for malaria diagnosis and surveillance; however, their performance is influenced by parasite density. This study assessed the relationship between parasite density and mRDT positivity among school-aged children (SAC) across diverse malaria transmission settings in mainland Tanzania. Data were obtained from 17,131 school-aged children participating in a nationwide malaria survey. Malaria infection was assessed using mRDT and quantitative polymerase chain reaction (qPCR) targeting the Plasmodium falciparum lactate dehydrogenase (PfLDH) gene. Parasite density distributions were examined across demographic, environmental, and epidemiological characteristics. Malaria prevalence was 19.5% by malaria rapid diagnostic test (mRDT) and 19.2% …

From Advisory To Action: The Case For Preserving Paccarb In The Fight Against Antimicrobial Resistance, Leila S. Hojat, Muhammad Dhanani, Amy Y. Kang, Salome O. Chitavi, Robert A. Weinstein, Edward Stenehjem

Pharmacy Faculty Articles and Research

The Presidential Advisory Council on Combating Antibiotic-Resistant Bacteria (PACCARB) was established to advise the government on strategies to mitigate antimicrobial resistance (AMR) and its increasing threat to public health and national security. Its members included experts from diverse disciplines such as healthcare, veterinary medicine, industry, public health, and agriculture who were positioned to interface with key stakeholders and the public in an aspirational multidisciplinary approach to combating AMR. The council was successful in elevating AMR as a national priority and played a crucial role in watershed events for antimicrobial stewardship (AS) such as the development of the second National Action …

Degree Assortativity And Estimation Of Degree Distribution In A Contact Network Of People Who Inject Drugs, Peter Geissert

Dissertations and Theses

This dissertation analyzes data from a respondent driven sampling (RDS) study of people who inject drugs in Portland, OR.  The objective was to assess assumptions for the use of weighted estimators to estimate a population physical contact (syringe sharing) network degree distribution.

Visualization of degree distribution for social and physical networks, Kolmogorov-Smirnov tests of difference, and kernel tests of equivalence were used for comparison of distributions. Spearman's rho and GAM non-parametric regression models were used to test for association and assess non-monotonic relationship. The validity of Markov chain assumptions for RDS was assessed using a transition matrix, Markov chain graphs, …

Pola Rujukan Penyakit Saluran Pernapasan Di Fasilitas Kesehatan Tingkat Pertama: Tantangan Gatekeeper Program Jaminan Kesehatan Nasional Di Jakarta, Syarif Rahman Hasibuan, Melrose Holy Natasha, Fatih Jihadi Ramadan

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Program Jaminan Kesehatan Nasional yang diselenggarakan oleh Badan Penyelenggara Jaminan Sosial (BPJS) Kesehatan mewajibkan Fasilitas Kesehatan Tingkat Pertama (FKTP) untuk menyeleksi kasus yang memerlukan rujukan. Penyakit saluran pernapasan yang menjadi penyebab utama kunjungan ke FKTP memiliki pola rujukan yang masih belum banyak diteliti. Oleh karena itu, dilakukan penelitian untuk melihat pola rujukan penyakit saluran pernapasan di FKTP dan mengetahui faktor yang berasosiasi dengan keputusan rujukan. Penelitian potong lintang ini dilakukan terhadap 89.225 klaim FKTP di Jakarta pada periode 2017-2023, dengan kriteria inklusi semua kunjungan dengan diagnosis ICD-10 diseases of the respiratory system. Uji regresi logistik dilakukan untuk mengidentifikasi faktor …

Precision Approaches Improve Community Health, Roger A. Rennekamp, David Buys

Journal of Extension

Recent advances in data science provide Extension practitioners with access to data sorted by zip code, census tract, or neighborhood. Such hyper-local data now allows Extension personnel to assess community needs and assets at a more granular level and focus their work on the people and communities of greatest need. In this article, we introduce an approach we refer to as precision public health. Using such a precision approach to community assessment and, ultimately, programming can save money, increase the likelihood of producing measurable results, and create more manageable workloads for county-based Extension personnel.

Global, Regional, And National Burden Of Road Injuries 1990–2023: A Systematic Analysis For The Global Burden Of Disease Study 2023, Gbd 2023 Road Injuries Collaborators, Obed Adonteng-Kissi, Ebenezer Afrifa-Yamoah

Research outputs 2022 to 2026

Background: Road injuries are a leading cause of mortality and morbidity worldwide. Years of international efforts have aimed to strengthen policy engagement, including the 2020 UN General Assembly's proclamation of the Second Decade of Action for Road Safety (2021–30), targeting a 50% reduction in road traffic deaths and serious injuries by 2030. The aim of this study is to provide estimates to monitor progress and identify intervention gaps.

Methods: As part of the Global Burden of Diseases, Injuries, and Risk Factors Study 2023, we estimated incidence, mortality, and morbidity of road injuries for 204 countries and territories from 1990 to …

Cardiovascular Disease Incidence And Cancer Risk In Two Large European Prospective Cohorts, Emma Fontvieille, Vivian Viallon, Laia Peruchet-Noray, Quan Gan, N. Charlotte Onland-Moret, Yvonne Koop, Anne Tjønneland, Nicola Bondonno, Verena Katzke, Rudolf Kaaks, Matthias B. Schulze, Catarina Schiborn, Calogero Saieva, Vittorio Simeon, Claudia Agnoli, Rosario Tumino, Fulvio Ricceri, Leila Luján-Barroso, Maria José Sánchez, Conchi Moreno-Iribas, Konstantinos K. Tsilidis, Marc J. Gunter, Adam Butterworth, Elio Riboli, Heinz Freisling, Pietro Ferrari

Research outputs 2022 to 2026

Our study investigated the association between incident cardiovascular disease (CVD) and subsequent cancer risk in two large European prospective cohorts. We included 568,926 adults from the European Prospective Investigation into Cancer and Nutrition and United Kingdom Biobank, all of whom were free of CVD, cancer and type 2 diabetes at baseline. Multivariable Cox proportional hazards regression models were used to estimate cancer hazard ratios (HRs) and 95% confidence intervals (CIs) in relation to incident CVD events. CVD was treated as a time-varying exposure, and models accounted for time since CVD diagnosis and other lifestyle factors. Study-specific estimates were pooled using …

Spatial Association Of Acute Respiratory Infection, Diarrhea, And Low Birth Weight With Stunting Prevalence In Indonesia, 2024, Dian Rosadi, Husaini Husaini, Triawanti Triawanti, Musafaah Musafaah

Kesmas

Stunting remains unevenly distributed across Indonesia, but national evidence integrating spatial analysis and spatial regression is limited. This study examined the spatial distribution of stunting and its associations with acute respiratory infection (ARI), diarrhea, and low birth weight (LBW) across Indonesian provinces. An ecological cross-sectional study used data from the 2024 Indonesian Nutritional Status Survey. Stunting-only analyses included all 38 provinces, whereas analyses involving ARI, diarrhea, and LBW included 37 provinces with complete data. Spatial analyses used a row-standardized symmetric four-nearest-neighbor spatial weights matrix and included Global Moran’s I, bivariate spatial analysis, Local Indicators of Spatial Association, ordinary least squares, …

Determinants Of Multimorbidity Among Stroke Patients For Epidemiological Management In Indonesia's Agro-Coastal Communities, Krish Naufal Anugrah Robby, Isa Ma'rufi, Farida Wahyu Ningtyias, Latifatul Izzah, Nurjazuli Nurjazuli, Suhartono Suhartono, Muchlis Achsan Udji Sofro, Ida Srisurani Wiji Astuti, Olivia Listiowati Prawoto, Dedek Sutinbuk, Taufik Kurrohman, Elhoussin Ouassou

Kesmas

Multimorbidity remains a major public health challenge among stroke patients, particularly in agro-coastal communities characterized by socioeconomic vulnerability, limited healthcare access, and lifestyle changes. This study aimed to analyze the determinants of multimorbidity among stroke patients in agro-coastal communities. A quantitative observational analytical design was employed, involving 45 stroke patients selected through total sampling in Jember District, Indonesia. Data were collected through structured interviews, anthropometric measurements, and secondary health records. The model included biological, socioeconomic, healthcare access, and lifestyle as exogenous variables, with multimorbidity as the endogenous variable. Data were analyzed using PLS-SEM, including evaluation of measurement and structural models …