Population Health Commons^™

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

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 …

Rural Hospital Closure And Medicaid Expansion, Jason White

Theses, Dissertations and Capstones

Introduction: In the United States, hospitals in rural areas have been under financial pressure and have been closing at an increasing rate.  This reduces access to care for rural citizens.  The Affordable Care Act of 2010 was passed in order to increase access to medical care, partially through an optional expansion of Medicaid coverage to a larger percentage of the population.  As some states adopted the expansion and some states did not, an opportunity was created to examine the policy’s effect on rural hospital stability.

Purpose of the Study:  This study was designed to examine the effect of …

Provincial Disparities In Adolescent Fertility In Indonesia: An Ecological Analysis Of Child Marriage, Median Age At First Marriage, And Family Development Index, Milla Herdayati, Andi Nisa Afidah

Kesmas

Adolescent fertility remains a public health concern in Indonesia, with substantial variations across provinces. However, the evidence explaining provincial disparities using population-level indicators remains limited. This study aimed to examine provincial disparities in adolescent fertility and assess the association of child marriage, median age at first marriage among women, and the Family Development Index called iBangga with adolescent fertility across Indonesia. This ecological, cross-sectional study used aggregated data from 34 Indonesian provinces. Descriptive statistics, spatial visualization, Pearson’s correlation, and multiple linear regression analyses were performed. The mean adolescent fertility rate was 25.0 births per 1,000 female adolescents aged 15–19 years, …

Addressing Obesity In Rural Health Clinics, Morgan Trusley

Student Scholarly Projects

Practice Problem: According to the Centers for Disease Control and Prevention (CDC), more than 2 in 5 adults in the United States are obese (CDC, 2024a). In a rural primary care clinic in South Carolina, approximately 70% of patients are obese and there is no current intervention in place to help educate and guide these patients in weight loss strategies.

PICOT: In obese adults over the age of 18 at a rural health clinic with a Body Mass Index (BMI) greater than or equal to 30, does implementing weekly virtual and in person multicomponent behavioral intervention educational sessions compared to …

The Association Between Rapid Growth In Children Under The Age Of Five And Adolescent Obesity, Ratu Ayu Sartika, Munaya Fauziah, Fadila Wirawan, Nurul Shukri, Edy Purwanto, Iche Liberty, Siti Arifah Pujonarti

Kesmas

Early-life nutrition is a critical predictor of long-term health, yet the association between rapid early-childhood growth and adolescent obesity, particularly in relation to the “double burden of malnutrition,” remains under-researched in Indonesia. This study aimed to analyze the association between rapid growth and adolescent obesity. Data were obtained from the 1997, 2000, and 2014 waves of the Indonesian Family Life Survey (IFLS). This study included 641 children (aged 0–23 months at baseline) with complete anthropometric measurements across all three waves. Rapid growth was defined as an increase in z-scores of >0.67 in weight-for-age (WAZ), height-for-age (HAZ), or weight-for-height (WHZ) between …

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

Feeding Missoula: Food Insecurity In Rural Children And Youth, Laurel Palmer, Therese Solomon, Chani Brammer, Braelee Cheeks, Jordin Holland, Rayne Mccollough

Undergraduate Theses, Professional Papers, and Capstone Artifacts

In Montana, approximately one in seven children live in a food-insecure household, with rural Montanans in particular facing significant barriers. Existing needs-based food assistance programs, such as SNAP and WIC, have structural weaknesses: SNAP benefits are often not sufficient to last through the month, and those eligible for these programs face a confusing application process, shame and stigma, and logistical hurdles, such as limited transportation.

“Feeding Missoula” began with an evaluation of how current food assistance programs met or failed to meet the needs of rural youth. Our methodology integrated a comprehensive review of existing literature and structured interviews with …

Examining Outcomes Of Client Education Interventions To Reduce Caffeine Intake In The College-Age Population

James Madison Undergraduate Research Journal (JMURJ)

This scoping review aimed to explore health interventions that address excessive caffeine consumption in college students aged 18–23 years. Excess caffeine intake is associated with a range of health concerns, including neurological, cardiovascular, and behavioral issues, highlighting the need for effective interventions to mitigate its impact on overall wellness. The literature exploring interventions aimed at modifying health behaviors among the college student population is notably limited. Furthermore, there has been a lack of studies replicating interventions aimed at reducing caffeine intake. These gaps suggested the need for further investigation and exploration of reports pertaining to health promotion. The results of …

Environmental Perspective For System Dynamics Modeling Of Stunting Mitigation To Achieve The Sustainable Development Goals In West Sumatra, Indonesia, Elsa Yuniarti, Heldi Heldi, Mery Delvina, Saskia Azeli, Nabila Azzahra, Yulhendri Yulhendri

Kesmas

This study developed a system dynamics model to simulate stunting reduction in West Sumatra Province, Indonesia, by integrating infant and toddler health, maternal health, and environmental determinants. Secondary data from 2020–2024 on low birth weight, immunization, malnutrition, exclusive breastfeeding, maternal chronic energy deficiency, iron and folic acid supplement distribution, sanitation, and safe drinking water access were compiled from West Sumatra Provincial Health Office and Statistics Indonesia, and validated through consultation with five stakeholder institutions. Causal Loop Diagrams mapped feedback relationships among determinants and were translated into Stock Flow Diagrams using Powersim Studio 10. The model was validated through structural verification, …

The Ethical Imperative Of Public Health Institutions To Protect The Reproductive Autonomy Of Vulnerable Populations, Kennethea Wilson

Electronic Theses and Dissertations

This dissertation establishes the ethical responsibility of public health institutions to safeguard reproductive autonomy, especially among vulnerable populations. While reproductive decision-making is traditionally framed within individual clinical encounters, this work contends that reproductive autonomy is fundamentally a matter of public health ethics. Socioecological determinants, including social, legal, environmental, and structural factors, often constrain individuals’ ability to make meaningful reproductive choices, leading to preventable harm.

Reproductive autonomy is defined as the capacity to make informed decisions about whether and when to conceive, as well as how to parent. The dissertation critiques the sufficiency of clinical ethics frameworks, such as informed consent …