Digital Commons Network^™

Voucher Model For Family Planning: Empowering Poor Women And Expanding Access To Family Planning Services In Punjab, Population Council Pakistan

Sexual and Reproductive Health, Rights, and Choices

Pakistan continues to face significant inequalities in access to family planning (FP) services, with the poorest women bearing a disproportionate burden of unmet need. Financial constraints, transportation costs, limited mobility, restricted decision-making power, and inadequate access to quality services often prevent women from obtaining the family planning services they need.

To address these barriers, the Population Council, in partnership with the Benazir Income Support Programme (BISP) and the Punjab Population Innovation Fund (PPIF), designed and rigorously evaluated an innovative Family Planning Voucher Scheme.

The model linked social protection with reproductive health services, enabling poor women from Rahim Yar Khan (RYK) …

The Putative Role Of Oral Microbiome In Premature Aging During Hiv Infection: What Do We Know?, Carlos Solá-Morlá, Daphne Alcalá-Zúñiga, Juan Araujo, Maria Da Gloria Bonecini-Almeida, Upal Roy, Josué Pérez-Santiago

Health & Biomedical Sciences Faculty Publications

Despite improvements in life expectancy, people with HIV (PWH) are at risk of developing HIV-associated comorbidities at a younger age when compared to HIV-uninfected individuals. This premature aging process can be attributed to various factors, such as the prolonged exposure to combination antiretroviral therapy (cART), inflammation, microbial perturbances and oxidative stress. Similarly to the gut, oral dysbiosis occurs in HIV-1 infection, with cART and inflammation playing a crucial role. This gives rise to an enrichment of pathogenic microorganisms that in turn, elicit an immune response tied to chronic inflammation. Consequently, cART exposure, dysbiosis and persistent inflammation in HIV-1 infection have …

The Life Study: A Cross-Sectional Study Protocol For Lifestyle Risk Factors For Chronic Disease Across The Stages Of Reproductive Ageing, Laura E. Pernoud, Jamie L. Noll, Paul A. Gardiner, Melinda Dean, Kathryn M. Broadhouse, Meegan Anne Walker, Hattie H. Wright, Anthony Villani, Joseph Scott, Alexandra P. Metse, Mia A. Schaumberg

Research outputs 2022 to 2026

Introduction: The dynamic physiological and hormonal changes through the menopause transition predispose women to an increased risk of chronic diseases including cardiovascular disease, metabolic disease, depression and dementia. The underlying mechanisms remain unclear, yet it is thought that chronic systemic inflammation and changes to lifestyle behaviours play important roles. The LIfestyle risk Factors for chronic disease across the stagEs of reproductive ageing (LIFE study) is a cross-sectional study aimed to characterise how hormonal and lifestyle (physical activity, diet and sleep) differences across pre, peri and postmenopause influence chronic systemic inflammation, visceral adiposity, cognitive function and sleep health. Methods and analysis: …

A Qualitative Exploration Of Unanticipated Effects Experienced By People With Chronic Obstructive Pulmonary Disease Who Participated In Interventions Designed To Reduce Sedentary Behaviour, Fiona Coll, Vinicius Cavalheri, Daniel F. Gucciardi, Kylie Hill

Research outputs 2022 to 2026

Introduction: This study explored the lived experiences of people with chronic obstructive pulmonary disease (COPD) who participated in interventions designed to reduce the accumulation of sedentary behaviour in prolonged uninterrupted bouts. Methods: Ten participants with stable COPD participated in a multi-component intervention that spanned over 9 months and was designed to address the intervention message ‘If you have been sitting or resting continuously for 30 min, stand up and move’. Interventions comprised participation in an 8-week programme of supervised exercise training coupled with behaviour change techniques. Throughout the intervention period the person delivering the intervention kept detailed notes of their …

Global, Regional And National Burden Of Maternal Haemorrhage (2000–2021) And Projections To 2050 In 204 Countries And Territories, Mulat Ayele, Bereket Duko, Tenaw Tiruye, Paul R. Ward, Lillian Mwanri, Gavin Pereira, Tegene Atamenta Kitaw, Biruk Beletew Abate, Eyob Shitie Lake, Abebaw Alamrew, Aynalem Yetwale, Gizachew Yilak, Befkad Derese Tilahun, Chalie Mulugeta, Tadele Emagneneh, Amanuel Tesfay Gebremedhin

Research outputs 2022 to 2026

Objective: To estimate the global, regional and national burden of maternal haemorrhage (2000–2021) and its 2050 projections in 204 countries and territories. Design: This study systematic analysis of the burden of maternal haemorrhage sourced data from the Global Burden of Disease (GBD) 2021 study. We estimated the incidence, mortality, disability-adjusted life years (DALYs), years lived with disability (YLDs) and years of life lost (YLLs) due to maternal haemorrhage. Changes in the burden from 2000 to 2021 were computed using AAPC. To detect statistically notable changes in the trends of maternal haemorrhage metrics between 2000 and 2021, Joinpoint regression analysis using …

Aviation Accident Investigation Analysis Methodologies Used By 12 Government Safety Investigation Authorities, Kym Bills, Leesa Costello, Marcus Cattani

Research outputs 2022 to 2026

Introduction: Leading government Safety Investigation Authorities (SIAs) that investigate major aviation accidents are members of the International Transportation Safety Association (ITSA). Investigation analysis methodology details are rarely included on SIA websites, in final accident reports, shared with peers, or specified by the International Civil Aviation Organization (ICAO). Some ‘New View’ safety researchers assume SIAs don't use systemic methodologies and that accident investigation has little value. Because of the sensitivity of SIA work and need to prioritize safety value from available investigation funding, there has been little academic research on choice and use of investigation analysis methodologies to address these issues …

Alara+: Summit On Radiation And Orthopedic Risks In Fluoroscopic Laboratories: Endorsed By Acc, Acvp, Ase, Hrs, Scai, Sir, Snis, Svin, And Svs, Arash Salavitabar, Amit N. Vora, Dorothea Altschul, J. Fritz Angle, Chelsea Ballinger, Andrew Bojanowski, Anna E. Bortnick, Kyle Bugg, Emily Carpenter, Robert E. Foster, Joanna Ghobrial, Matthew Glogoza, Atul Gupta, James B. Hermiller, A. Kyle Jones, Summer L. Kaplan, Steven J. Kraus, Omar Khalique, Andrea Klein, Nick Morse, Preethi Ramchand, David G. Rizik, Lucy M. Safi, Cheryl C. Schultz, Kamala P. Tamirisa, R. Jay Widmer, Kristi Wilson, Jonathan X. Fang, Arnold Seto, Robert F. Riley

Department of Neurosurgery Faculty Papers

Occupational radiation exposure has a clear association with long-term health effects and has a particular impact on women, trainees, and supporting staff. There is a reliance on limited, traditional radiation protection and nonergonomic equipment, which carries associated orthopedic injury rates with adverse impacts on both individual career trajectories and health systems, and with significant challenges to widespread implementation of enhanced radiation protection devices. During the 2025 Society for Cardiovascular Angiography & Interventions Scientific Sessions in Washington, DC, a multidisciplinary Think Tank summit was convened and included representatives from multiple stakeholders, including other professional societies, advocacy groups, and industry partners. The …

Social Determinants As A Predictor For Heart Disease Mortality: Oregon Regional Study, Jewel Jones

University Honors Theses

The study examined the association between selected social determinants of health and heart disease mortality across geographic regions in Oregon. Using a regional analysis design, county-level population and mortality data were grouped into nine geographic regions to evaluate patterns of cardiovascular disease burden across the state. Social determinant variables were obtained from publicly available U.S. Census Bureau datasets and included poverty, crowding among households, single-parent households, lack of broadband internet subscription, housing cost burden, high school diploma attainment, and unemployment.

Heart disease mortality counts per 100,000 population were derived from official birth and death certificate records. Statistical analyses were conducted …

Geographic And Systemic Disparities In Maternal Health: A Systems Analysis Of Prenatal Care Access Across Rural Oregon, Cecelia Petrik

University Honors Theses

Objectives: In Oregon, 51% of hospitals providing labor and delivery services are located in rural areas. Consolidation of these hospitals and provider shortages has created severe geographic and systemic disparities in maternal healthcare. This thesis explores how geographic isolation and inadequate prenatal care access contribute to widening disparities in severe maternal morbidity (SMM) and mortality across Oregon's rural and frontier counties.

Methods: This study utilizes data from the Oregon Health Authority (OHA) Center for Health Statistics (2024) and analyzes spatial correlations across all 36 Oregon counties. A bivariate choropleth map was constructed to examine the structural intersection between health infrastructure …

Moving Beyond Traditional Cost Containment For Glp-1 Coverage Within Oregon's Proposed Universal Health Plan, Manoj Rajesh

University Honors Theses

In 2022, Oregon voters passed Measure 111, constitutionally mandating access to affordable health care. As the Universal Health Plan Governance Board (UHPGB) designs the state's proposed single-payer system, it faces an unprecedented financial vulnerability: the clinical demand for GLP-1 receptor agonists. These high-cost, indefinite-use medications for obesity and metabolic syndrome threaten to overwhelm fixed public budgets. Historically, both the Oregon Health Plan's Medicaid framework and commercial private insurers have relied on static cost-containment models—categorical exclusions, step therapy, and aggressive utilization management—that achieve short-term fiscal solvency at the expense of comprehensive preventative care. This thesis argues that to fulfill the mandate …

Assessing Family Planning Progress In Exemplar Countries: Development Of A Conceptual Framework And Case Study Methodology, Zahid Memon, Hina Najmi, Abeer Mian, Sacha Ahmad, Muhammad Islam, Kevin Samuel, Marleen Temmerman, Ali Mohammad Mir, Zeba Sathar

Centre of Excellence in Women and Child Health

Family planning (FP) is a critical component of reproductive health, enabling individuals to plan the number and timing of children through various contraceptive methods.

We outline the conceptual framework and country case study methodology used by the Exemplars in Family Planning (EFP) project. This was based on the wider Exemplars in Global Health programme, which uses mixed-methods to examine determinants of FP progress in countries that exceed expectations for health outcomes. The EFP project integrates findings from case studies on six such countries, including quantitative analyses of trends and drivers of modern contraceptive prevalence, systematic reviews, policy, programme and financing …

Family Planning Exemplar Country Selection Methodology: Time Lag And Trends Analysis, Zahid Memon, Abeer Mian, Ira Martopullo, Narjis Hussain, Zeba Sathar, Ali Mohammad Mir, Michael Mbizvo, Marleen Temmerman, Jen Drake, Zulfiqar Bhutta

Centre of Excellence in Women and Child Health

Introduction While many countries achieved notable gains in contraceptive use levels after the 1994 International Conference on Population and Development which redefined family planning (FP) as a human right, there was a long period of 15 years when contraceptive use levels did not receive due attention. It was only later that its subsequent inclusion in the Sustainable Development Goals and the 2012 London Summit on FP renewed global commitment and a focus towards FP. This paper aims to select countries that identify as ‘exemplar’ low-middle-income countries that have achieved exceptional progress in FP. Examining these outliers can uncover actionable drivers …

Incidence And Risk Factors For Stillbirth In Kenya, Mozambique And The Gambia: The Precise Cohort Study, Grace Mwashigadi, Joseph Akuze, Angela Koech, Hawanatu Jah, Anna Roca, Geoffrey Omuse, Moses Mukhanya, Marleen Temmerman, Amina Abubakar, Patricia Okiro

Centre of Excellence in Women and Child Health

Background

Methods

Terminal Digit Preference And Threshold Avoidance In Digital Blood Pressure Measurements During Pregnancy: Secondary Analysis Of Data From The Clip And Precise Cohorts, Peter Dadelszen, Akshdeep Sandhu, Jeffrey Bone, Rahat Qureshi, Olukayode Dada, Ashalata Mallapur, Marleen Temmerman, Marie-Laure Volvert, Joseph Waiswa, Moses Mukhanya, Angela Koech

Centre of Excellence in Women and Child Health

Background:Screening for, detecting, and managing pregnancy hypertension is a core function of antenatal care. To reduce both training requirements and the risks of measurement error in blood pressure (BP) values, automated and semiautomated BP devices have been validated in pregnant women with normal BP and pregnant women with hypertension and introduced for serial antenatal measurement of BP.

Objectives:The study aimed to (1) determine whether or not repeated BP measurements reduced the presence of terminal digit preference and (2) discern whether or not there was evidence of threshold avoidance in the Community-Level Interventions for Preeclampsia (CLIP) trials compared with …

Enhancing Emergency Department Preparedness For Amniotic Fluid Embolism Through Evidence-Based Simulation Training, Olivia M. Smoak

Doctor of Nursing Practice Final Manuscripts

Maternal mortality in the United States remains a significant and worsening public health concern, with increasing reliance on emergency departments (EDs) as access points for maternal care. Emergency clinicians are therefore more likely to encounter high-acuity obstetric emergencies, including maternal cardiac arrest and amniotic fluid embolism (AFE), yet often receive limited formal training in these conditions. Simulation-based education, interdisciplinary training, and cognitive aids have been identified as effective strategies to improve performance in high-risk, low-frequency events.

The purpose of the evidence-based practice project was to evaluate whether an interdisciplinary simulation with obstetric-led debrief and introduction of the AFE checklist improves …

Accessibility And Daily Cigarette Consumption Among Indonesian Adolescents: A Descriptive Study, Noviana Lathifah, Istiqomah Hanifah Rachman, Anisa Isnaini, Gloria Threesia Piliphinsa Simatupang

Journal of Indonesian Health Policy and Administration

Despite restrictive regulations, Indonesia faces a high prevalence of adolescent smoking, facilitated by easy access to tobacco products. This descriptive study aims to describe cigarette accessibility patterns and daily consumption trends among Indonesian adolescents. A cross-sectional study was conducted using secondary data from the 2019 Global Youth Tobacco Survey (GYTS) involving 9,208 respondents. Descriptive analysis was performed to examine the distribution of age at smoking initiation, daily cigarette consumption, and purchasing accessibility. The majority of respondents started smoking at ≥14 years of age. Daily cigarette consumption showed an increasing trend with age, with older adolescents more likely to consume more …

Deadline-Chasing In Digital Health: Forecasting Emr Adoption Dynamics And Regulatory Impact In Indonesian Primary Care, Suryo Satrio, Bukhori Muhammad Aqid

Journal of Indonesian Health Policy and Administration

Indonesia is accelerating digital health adoption under Minister of Health Regulation No. 24/2022, which mandates the use and integration of Electronic Medical Records (EMRs) with SATUSEHAT. However, evidence on how quickly primary health care facilities (Fasilitas Kesehatan Tingkat Pertama – FKTP) are adopting EMRs and what the adoption curve looks like remains limited. Survey findings also suggest key barriers and enablers, including security and data migration concerns, as well as human resource and infrastructure constraints. This observational study used provider-network data from a single EMR vendor. Key measures included cumulative registered facilities, monthly registrations, same-month activation (total_active/monthly inflow) as …

Optimizing Vitamin A Intervention: Strengthening Supplementation With Targeted Biscuit Fortification, Mayfa Yemima Simanjuntak, Nadia Amanda, Yuli Berliana Simanjuntak, Carissa Wityadarda, Lesta Livolina Simamora

Journal of Indonesian Health Policy and Administration

Vitamin A deficiency (VAD) remains a persistent public health challenge in Indonesia, particularly among children under five and breastfeeding mothers. This study aimed to analyze the distribution of vitamin A interventions and assess the potential of biscuit fortification as a complementary strategy. This study employs a literature review using the Health Policy Triangle (HPT) framework, examining policy context, content, key actors, and implementation processes related to vitamin A interventions. The analysis was conducted using secondary data from government reports, international agencies, and peer-reviewed literature published between 2018 and 2025, with comparative evidence from Vietnam, Bangladesh, and Ghana. The findings show …

The Effects Of Osha State Plans And State Gdp On Occupational Injuries And Illnesses In The United States, Ahmad Abdel Rahman Mohammad Amoorah

Theses

Workplace safety in the United States is governed by a system in which some states operate under federal OSHA oversight, while others administer their own OSHA-approved safety and health plans. This duality raises questions about whether state-level control leads to variation in safety and health outcomes. Economic conditions have also been shown to influence workplace injury rates, yet the interaction between safety and health regulations and local economies remains underexplored. Understanding these relationships is critical to protecting workers in occupational settings. The effects of OSHA state-plan status and state-level economic activity on occupational injury and illness rates across the United …

Intervention Levers For Stunting Reduction In Indonesia: Evidence From The 2023 Indonesian Health Survey Data, Iwan Ariawan, Hafizah Jusril, Zahra Izza Afifa, Azka Fitri, Elmarizha Sekar Utami, Mikail Hasan, Dwi Puspasari

Kesmas

Stunting remains the largest public health challenge among macro-nutrition problems in Indonesia, affecting almost a quarter of children under five in 2023. The prevalence is considered high according to the World Health Organization standard. This study analyzed 15 aggregated provincial variables from the 2023 Indonesian Health Survey using Structural Equation Modeling (SEM), focusing on determinants of stunting among children under two to identify primary intervention levers. Findings indicated that intervention urgency should focus on the first 1,000 days, particularly the steep increase in stunting prevalence observed in the 12–24-month age range. While the highest prevalence is in Eastern provinces (e.g., …

Referral Patterns From Primary Care To Referral Care By Icd-10 Codes In Indonesia: Cross-Sectional Analysis Of National Claims Data (2017–2024), Della Dwi Ayu, Syarif Rahman Hasibuan, Putu Erma Pradnyani, Nisrina Widyasanti

Journal of Indonesian Health Policy and Administration

Primary health care (PHC) facilities serve as gatekeepers within Indonesia’s tiered health system. However, PHC referral patterns to hospitals still show substantial variation and remain insufficiently characterized by disease groupings based on the International Classification of Diseases, 10th Revision (ICD-10). This study aimed to identify the most frequently referred diagnoses from PHC to secondary or tertiary care facilities and to determine the participant characteristics associated with referrals. This observational study employed a cross-sectional design using secondary data from the National Health Insurance (Jaminan Kesehatan Nasional – JKN) claims database for the period 2017–2024. The unit of analysis was each …

Factors Associated With The Performance Of Essential Public Health Efforts At Primary Health Centers In Jember Regency, Griselda Ardelia Hibatullah, Nuryadi Nuryadi, Yennike Tri Herawati

Journal of Indonesian Health Policy and Administration

Performance assessment of primary health centers is essential to ensure the quality of healthcare services, including the delivery of essential public health efforts. The performance target for essential public health efforts in Jember Regency is set at ≥82%. This study aimed to analyze factors associated with the performance of essential public health efforts. The study employed an analytical cross-sectional design conducted from April to May 2025, with a sample of 37 out of 50 units selected through simple random sampling. Primary data were collected using questionnaires, while secondary data were obtained from primary health center (Pusat Kesehatan Masyarakat – …

Trends Of Pediatric Psychotropic Polypharmacy In Massachusetts Before And During The Covid-19 Pandemic, Gianna D'Ambrozio

Graduate Doctoral Dissertations

Youth in the U.S. and internationally are increasingly being diagnosed with depression and related psychiatric conditions (Murthy, 2021) many of whom are being subjected to non-evidence-based, or what has been termed irrational, psychotropic polypharmacy (Barnett & Concepcion Zayas, 2019). Psychotropic polypharmacy can be defined as “the use of 2 or more psychiatric medications in the same patient,” (Zito et al., 2021) though definitions can vary. Using data from the Center for Health Information Analysis’ Massachusetts All-Payer Claims Database, this study examined the sociodemographic factors associated with high rates of polypharmacy, a hypothesized increase in pediatric psychotropic polypharmacy rates in Massachusetts …

Navigating Trust: The Impact Of Social Media Influencers On Gen Z Health Behaviors, Abigail Stelling

Honors Thesis

Social media plays a defining role in the daily lives of Gen Z, influencing how people communicate, access information, and make decisions. More than a form of entertainment, social media is a powerful source that shapes identity, perceptions, and behaviors. As the first generation to grow up fully immersed in a digital world, Gen Z is uniquely impacted by the content and interactions that occur on social media platforms. Within this digital landscape, social media influencers have emerged as powerful figures. These individuals use large online platforms to promote lifestyles, products, and behaviors. Influencers often have the ability to shape …

Clinician Perspectives On Fistula Mental Health, Victoria K. Leonard

Doctoral Dissertations

Background – Obstetric fistula is a childbirth injury caused by prolonged labor that leads to stillbirth and incontinence, spurring social exclusion and isolation. These layers of trauma put women with fistula at great risk for psychological suffering, which has profound negative socioeconomic impacts on them, their families, and communities. This study captured treatment as usual at Comprehensive Community Based Rehabilitation in Tanzania (CCBRT), the country’s largest provider of fistula care.

Method – Improving holistic fistula treatment requires engaging the clinicians who care for women with fistula. This study aimed to investigate the training, beliefs, and treatment approaches of nurses and …

Resilience And Social Support On Depression Risk For Chronic Obstructive Pulmonary Disease Patients In South Tangerang, Indonesia, Adhityawarman Menaldi, Sali Rahadi Asih, Farah Ainul Mardhiyyah

Kesmas

Chronic obstructive pulmonary disease (COPD) is a major public health concern with psychosocial impacts, such as reduced resilience and depression. This study examined the moderating role of perceived social support on the relationship between resilience and depression among individuals diagnosed with COPD in South Tangerang, Indonesia. A quantitative cross-sectional study was conducted between January and February 2024 using self-administered questionnaires. Participants were adult patients with clinically diagnosed COPD, recruited from all public health centers (PHC) in South Tangerang. A total of 125 participants met the inclusion criteria and were included in the analysis. Participants had a mean age of 41.46±15.69 …

Environmental Contamination Of Methicillin-Resistant Staphylococcus Aureus And Vancomycin-Resistant Enterococcus In Primary Care Clinics: Implications For Occupational Safety, Subki Ahmad, Normah Awang, Ermie Abdull Hamid, Anuar Ithnin, Nurul Farahana Kamaludin, Noraizah Muhd Nor

Kesmas

Methicillin-Resistant Staphylococcus aureus (MRSA) and Vancomycin-Resistant Enterococcus (VRE) are major contributors to healthcare-associated infection, yet data from primary care clinics remain limited. This study assessed environmental contamination in eight clinics in the Klang Valley, Malaysia, and evaluated associated environmental factors. Samples were collected from environmental surfaces and equipment in Medical Officer and Patient Treatment Rooms, then cultured and tested for antimicrobial susceptibility. Environmental parameters, including temperature, relative humidity, air movement, and room density, were measured. Data were analyzed using Kruskal–Wallis, Mann–Whitney, and multiple linear regression analyses. MRSA was detected on 19.8% of environmental surfaces (patient treatment beds (47.3%) and side …

Knowledge, Attitudes, And Practices Among Hepatitis B Patients In Jakarta, Indonesia: A Cross-Sectional Study, Hashem S. Arkok, Tri Yunis Miko Wahyono, Nurhayati Adnan Prihartono, Dipo Aldila

Kesmas

Hepatitis B remains a major public health problem in Indonesia. This study assessed the knowledge, attitudes, and practices (KAP) of hepatitis B patients in Jakarta to identify gaps in prevention and control and to explore relationships among KAP components. A cross-sectional study was conducted among 128 patients at a government hospital in South Jakarta, using a structured questionnaire that collected demographic information and assessed knowledge, attitudes, and practices regarding hepatitis B transmission and prevention. Despite moderate knowledge levels, major gaps remained. Only a small proportion (10.9%) correctly identified common symptoms, transmission routes (10.2%), and possible complications (18.8%). Misconceptions about transmission …

Development And Validation Of An Indonesian Questionnaire For Assessing Paracetamol Self-Medication Knowledge, Attitude, And Practice, Widyana Sagita Putri, Rani Sauriasari, Priharika Septyowati

Kesmas

Paracetamol is a widely used over-the-counter medicine for self-medication and is often perceived as completely safe. However, inappropriate use may result in hepatotoxicity and other adverse effects, particularly at high doses. This study aimed to develop and validate a questionnaire to assess the general Indonesian population’s knowledge, attitude, and practice (KAP) regarding paracetamol self-medication. The validation procedure consisted of three stages: content, face, and construct validation. Three experts assessed the relevance of the items using the Content Validity Index, and five respondents were interviewed to assess the linguistic clarity and comprehensibility of the questions. Construct validity and reliability were assessed …

Determinants Of Musculoskeletal Disorder In Formal And Informal Workers In Indonesia, Herlina J. El-Matury, Nabila Syahlan, Mohd Rafee B. Baharuddin

Kesmas

Musculoskeletal disorders (MSDs) are a leading cause of disability globally and are strongly influenced by occupational conditions. Evidence comparing MSD risk between formal and informal workers remains limited, particularly in developing countries. This study examined the association between individual and job-related factors with MSD symptoms among formal and informal workers in Indonesia. A cross-sectional study was conducted among 1,089 workers in North Sumatra Province, Indonesia, from August 2024 to December 2025. Participants were recruited using stratified convenience sampling from both the formal (office and health workers) and informal (drivers, traders, and farmers) sectors. MSD symptoms were assessed using the Nordic …