Health Policy Commons^™

Perceived Sensitivity Of Sensor-Based Digital Health Data: Qualitative Interview Study, Christine Deeney, Anika Sonig, Meghan E Hurley, Birkan Tunç, Eric A Storch, John D Herrington, Jennifer Blumenthal-Barby, Kristin Kostick-Quenet

Center for Medical Ethics and Health Policy Staff Publications

Background: Digital health tools are increasingly used in mental health care to passively collect patient data and analyze health status outside of clinical settings. While technologies such as digital phenotyping, affective computing, and computational behavioral analysis offer new insights into symptom manifestation in daily life, they generate large volumes of potentially sensitive data that raise significant data privacy concerns, requiring high levels of patient awareness and consent. Empirical research is lacking on stakeholder understandings toward the sensitivity of these data and expectations for data stewardship, perspectives that are critical for developing robust informed consent and data protection policies for digital …

Elective Genomic Sequencing For Adults In Research, Clinical And Commercial Contexts, Michael D Linderman, Sophia M Adelson, Tala M Berro, Jennifer L Anderson, Scott D Crawford, Tshaka J Cunningham, Edward D Esplin, Altovise T Ewing-Crawford, Daiva E Nielsen, Stacey Pereira, Tara Schmidlen, Heather Andrighetti, Steven B Bleyl, George M Church, Eden V Haverfield, Madhuri Hegde, Lazaridis N Konstantinos, Paul Kruszka, Debra Leonard, Thomas May, Molly Mcginniss, Vaibhav Pandya, Eric E Schadt, Bastian Greshake Tzovaras, Bethany Zettler, Amy L Mcguire, Robert C Green

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Elective genomic sequencing (EGS) returns monogenic disease findings in multiple genes, including potentially novel variants, and may also provide participants with carrier status, pharmacogenomic and other health-related information. The PeopleSeq Study assessed participants' motivations for and concerns about EGS and the associated clinical and psychosocial outcomes across diverse EGS providers.

Methods: We administered a shared questionnaire to participants who chose to undergo EGS via 18 academic, clinical, or commercial EGS platforms.

Results: We enrolled 1575 participants, of whom 1147 (72.8%) completed a questionnaire after receiving their EGS results. A majority (60.3%) of the participants who completed a post-result questionnaire …

Governing Algorithmic Attention: Attention Safeguard Models And The Cognitive Attentional Standard As System Level Interventions In Human Computer Interaction, Behavioral Economics, And Artificial Intelligence, Delante Clark

Graduate Scholarship and Creative Works

Algorithmic recommendation systems and interface designs shape attention by combining visually salient cues with uncertain reward timing and low friction interaction. These conditions can sustain anticipatory checking, extend time on task, and reduce natural disengagement points through patterns such as infinite scrolling and autoplay. This paper synthesizes research across neuroscience, human computer interaction, behavioral economics, and artificial intelligence to argue that attention capture is a predictable outcome of incentive driven design rather than an individual failure of self regulation. It advances the Attention Safeguard Models and the Cognitive Attentional Standard as system level interventions that regulate exposure conditions, pacing, and …

Breaking Bread And Barriers: Interprofessional Strategies To Improve Mental And Nutritional Health In Family Caregivers, Candy Ratliff

The Journal of the Research Association of Minority Professors

Family caregivers provide essential unpaid support to individuals with chronic illness, disability, dementia, and age-related decline; however, caregiving responsibilities often place caregivers at increased risk for psychological, physical, nutritional, and social challenges. This literature review examines the mental health and nutritional implications of family caregiving and explores barriers that contribute to declining caregiver wellness. Findings reveal elevated rates of depression, anxiety, emotional exhaustion, social isolation, food insecurity, sleep disturbances, financial strain, and chronic stress among caregivers. The literature further highlights the interconnected relationship between mental health, nutrition, and overall quality of life. Given the multidimensional nature of caregiver burden, interprofessional …

Explaining Variation In Medical Aid In Dying Policy Across U.S. States, Abigail Hopper

Undergraduate Theses, Capstones, and Recitals

This paper asks why Medical Aid in Dying (MAiD) policy in the United States does not follow a simple partisan pattern between states. Existing scholarship on morality policy emphasizes ideological conflict and partisan alignment, but this framework cannot fully explain why states with similar political compositions have adopted different MAiD policy outcomes, indicating that some key mechanisms shaping the variation have been overlooked. To address this, this paper combines a national dataset of MAiD policies across all fifty states with a comparative case study of Montana, Colorado, and West Virginia, focusing on differences in institutional venues, framing strategies, and coalition …

Determinants Of Corporal Punishment And Severe Physical Punishment In Egypt: A Mixed-Methods Analysis For Child Protection Policy, Marwa Moustafa Nassef

Theses and Dissertations

Corporal punishment (CP) and severe physical punishment (SPP) remain a major public health, child rights, and child protection policy concern. In Egypt, despite legislative reforms, survey-weighted analysis of the 2021 Egypt Family Health Survey (EFHS) 2021 (CAPMAS, 2022) reveals prevalence rates of 60.5% for CP and 27.4% for SPP among children aged 1–14 (author’s calculations using EFHS-2021, n=7623), yet evidence distinguishing the determinants of routine corporal punishment from escalation to severe physical punishment remains limited in low- and middle-income contexts. Guided by Bronfenbrenner’s ecological framework, this mixed-methods study identifies key drivers of CP and its escalation to SPP among Egyptian …

When School Culture Excludes: Deficit Discourse, Microaggressions, And The Mental Health Of Marginalized Students – A Conceptual Framework With Implications For School Psychology Practice And Equity Policy, Modupe Mercy Oyewunmi

Publications

Deficit-laden language like ‘behavior problem,’ ‘not college material,’ ‘won’t fit in’, ‘not a cultural fit’, operates as a systemic form of implicit bias and microaggression in school settings. Despite decades of research on school belonging and well-being, school psychology has yet to integrate these exclusionary discursive practices into a coherent health-determinant model that also accounts for the current anti-diversity, equity, and inclusion (DEI) policy environment. This conceptual paper proposes a testable framework linking deficit discourse and school-based microaggressions to student identity suppression, academic impostor phenomenon, and educator moral injury, with downstream effects on school mental health outcomes. We situate these …

2026 Research, Policy, And Practice Summit: “Protecting Access To Rural Community Living For People With Disabilities”, Will Hoard, Lillie Greiman, Rtc: Rural

Independent Living and Community Participation

This summit summary examines the critical personal assistance workforce shortage in rural communities, where demand for care increasingly outpaces supply. Drawing on national data and expert panel insights, the event highlighted how structural barriers including low wages, administrative complexity, and limited data undermine the safety, independence, and dignity of disabled people in rural areas. The summit concluded that protecting rural community living requires coordinated policy investments in workforce wages, working conditions, and data systems, recognizing direct care workers as essential to the health and independence of the people and communities they serve.

Essays On Health And Immigration Policy, Selen Ozdogan

Dissertations, Theses, and Capstone Projects

This dissertation consists of two essays in applied microeconomics, each examining how individuals and institutions respond to policy changes. Both essays leverage natural experiments and recent advances in difference-in-differences estimation to identify causal effects. Both also speak to a common theme in public policy: the gap between intended and actual consequences of government intervention, and the role that policy design plays in shaping those consequences.

The first essay examines the impact of state-level e-cigarette excise taxes on nicotine and tobacco exposure among adults aged 18 and older. A central contribution is its use of individual-level panel biomarker data from urine …

Public Attitudes Toward Cascade Genetic Screening In The United States, Hadley Stevens Smith, Emilie S Zoltick, Madison R Hickingbotham, Emily S Bonkowski, Stacey Pereira, Tara A Lavelle, David L Veenstra, Amy L Mcguire, Katherine E Bonini, Leila Jamal

Center for Medical Ethics and Health Policy Staff Publications

Introduction: After a patient receives genetic test results that indicate an actionable health condition, cascade genetic screening (CGS) is the process of evaluating the patient's relatives for a potentially elevated genetic risk of disease. The United States primarily relies on patients to communicate with their relatives, resulting in suboptimal rates of risk communication, familial genetic testing uptake, and risk-reducing interventions. There is ongoing debate about whether and how best to inform relatives of a potentially increased genetic risk.

Methods: We conducted a nationally representative survey of US adults to assess attitudes toward informing at-risk relatives, acceptability of system-mediated communication, and …

Rethinking Ethics For An Era Of Trusted Computational Tools, Kristin M Kostick-Quenet, Meghan Hurley, John Herrington, Eric A Storch

Center for Medical Ethics and Health Policy Staff Publications

Computer perception (CP) technologies are poised to deliver near real-time behavioral insights with high precision. As technical barriers recede, our field's ethical focus must shift from "Can we trust the data?" to "Should we use it here, and how?" We propose a contextual ethics framework that: (1) defines the appropriate scope of CP integration; (2) advocates codesigned roadmaps to manage expectations and epistemic conflict; (3) expands evaluation beyond performance metrics to humanistic outcomes; and (4) anticipates future high performance systems to safeguard dignity, empathy, and shared decision-making in clinical care.

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 …

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 – …

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 …

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 …

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 …

The Feasibility Of Long-Term Care Within Indonesia’S National Health Insurance Scheme: A Qualitative Study, Atikah Adyas, Wan Aisyiah Baros, Khaterina Kristina Manurung, Dedy Revelino, Dewi Susanna, Vetty Yulianty, Anita Pebrina Lubis, Arum Atmawikarta, Iis Sinsin Nuryasini, Ahmad Jet Alamin

Kesmas

The rising prevalence of chronic diseases and disabilities, along with the aging of the population, has reduced individual independence and increased the demand for long-term care (LTC). This study aimed to assess the feasibility of integrating home healthcare services into Indonesia’s National Health Insurance (NHI) scheme. A qualitative study using purposive sampling was conducted in Bandar Lampung, Yogyakarta, and Jakarta, Indonesia, selected based on disease burden, proportion of older adults, and regional development. Data was collected through in-depth interviews, focus group discussions, and observation between August and September 2024, involving 68 informants, including regulators, community members, and health facility staff. …

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 …

The Capital Gap: Mitigating Banking Barriers For Nonprofit Providers In Mental Health And Educational Systems, Jinhee Lee, Josefina Martinez

Pepperdine Policy Review

Nonprofit organizations are vital contributors to public welfare, yet they are systematically excluded from conventional banking systems, creating a liquidity crisis that undermines their capacity to deliver essential services. This paper discusses the structural issues of the banking sector that hinder nonprofits in acquiring credit and explains how this problem can be solved. Specifically, it aims at investigating liquidity constraints faced by schools providing mental health services and education programs. With the help of information asymmetry and relationship lending theories, the paper explains why traditional credit approaches cannot work, considering the distinctive features of the financial model of mission-oriented institutions. …