📄 Category

health policy

44 papers

Health policy sits at the crossroads of medical science and public decision-making, shaping how communities access care and respond to health crises. This field examines everything from insurance regulations and vaccine distribution to the economic impact of new treatments, translating complex research into real-world guidelines that affect us all.

On Gist.Science, we curate the latest preprints from medRxiv specifically focused on health policy, ensuring you never miss a critical study before it reaches formal publication. For every new paper in this category, our team generates both a clear, plain-language overview and a detailed technical summary, making these vital insights accessible to everyone from policymakers to concerned citizens. Below are the most recent health policy studies from medRxiv, now explained and ready for you to explore.

📄 health policy

Cutaneous Leishmaniasis in Tigray, North Ethiopia: The Communities Awareness, Perceptions, Treatment-seeking and Prevention Practices in Disease Endemic Areas.

A 2022 cross-sectional study in Tigray, Ethiopia, reveals that despite some positive associations with household disease history and urban residence, the majority of the community exhibits poor knowledge, unfavorable attitudes, and inadequate treatment-seeking and prevention practices regarding cutaneous leishmaniasis, highlighting an urgent need for integrated health education focused on transmission and prevention.

Tesema, S. B., Price, H. P., Bezabih, A. M.2026-03-28
📄 health policy

What Does It Take to Map a Country? Scaling OpenStreetMap Mapping for Accurate Health Accessibility Modelling in Madagascar

This study demonstrates that while scaling exhaustive OpenStreetMap mapping to achieve household-level health accessibility modeling across Madagascar is feasible, it is highly resource-intensive, requiring an estimated 220 to 350 person-years to generate the granular geospatial data necessary for equitable health system planning.

Ihantamalala, F., Ravaoarimanga, M., Randriahamihaja, M., Revillion, C., Longour, L., Randrianjatovo, T., Rafenoarimalal (…)2026-03-27
📄 health policy

Strategic Purchasing Theory in Weak Governance Contexts: Evidence from Pakistan's Sehat Sahulat Program

This study evaluates Pakistan's Sehat Sahulat Program to demonstrate that strategic purchasing theory fails in weak governance contexts due to fundamental institutional capacity deficits, leading the authors to propose a four-stage Strategic Purchasing Capacity Stages (SPCS) model to ensure international reforms are aligned with a system's actual governance maturity rather than assuming high-capacity prerequisites.

Takian, A., Khan, A. K., Khan, S. A., Sari, A. A., Hosseini, M.2026-03-24
📄 health policy

Causal analyses using education-health linked data for England: a case study

This paper summarizes lessons from the HOPE study, which utilized the target trial emulation framework and simulated data to guide the causal analysis of special educational needs provision on health and education outcomes using England's linked administrative data, ultimately recommending the careful specification of causal questions and the use of alternative estimation methods to ensure robust results.

De Stavola, B. L. L., Aparicio Castro, a., Nguyen, V. G., Lewis, K. M., Dearden, L., Harron, K., Zylbersztejn, A., Shumw (…)2026-03-19
📄 health policy

Evaluating the impact of Pharmacare on youth with mental health needs: a regression discontinuity analysis of unmet health care and life stress

Using a regression discontinuity design, this study demonstrates that Ontario's OHIP+ pharmacare program significantly reduced unmet mental health care needs and life stress for youth under 25, while the abrupt loss of eligibility at age 25 caused a sharp increase in both barriers to care and psychological strain.

Cao, P., Bai, Y., Ienciu, K., Ehi, G., Chum, A.2026-03-12
📄 health policy

Cost Impact of Chronic Care Management Services in a Large Multi-Specialty Practice: A Pragmatic Outcomes Study

A pragmatic retrospective cohort study of a large multi-specialty practice in Alabama found that implementing structured Chronic Care Management services for Medicare beneficiaries was associated with significant reductions in both total healthcare expenditures and patient out-of-pocket costs compared to eligible non-enrolled patients.

Clark, B. W., Webster, J., Chatterjee, S., Finch, M. D.2026-03-10
📄 health policy

Children's and Parents' Perspectives on Universal Free School Meals in Wales: A Mixed Methods Study on Health, Wellbeing and Barriers to Uptake

This mixed-methods study on Universal Free School Meals in Wales reveals that while children and parents widely support the policy for its social and financial benefits, inconsistent uptake driven by concerns over food quality, portion sizes, and variety necessitates improvements to fully realize its health and equity goals.

Locke, A., James, M., Brophy, S.2026-03-04
📄 health policy

Monte Carlo Committee Simulation with Large Language Models for Predicting Drug Reimbursement Recommendations and Conditions: A Novel Neurosymbolic AI Approach

This paper introduces Monte Carlo Committee Simulation, a novel neurosymbolic AI system that leverages weighted voting among 14 persona-conditioned large language models to accurately predict both drug reimbursement recommendations and their specific conditions for Canada's Drug Agency, demonstrating high accuracy and calibrated confidence on temporally external validation data.

Janoudi, G., Rada (Uzun), m., Yasinov, E., Richter, T.2026-03-03