OECD field 3 · 16 ideas
Medical and health sciences
research ideas.
Qualified university research directions mapped to Medical and health sciences. These are starting points for further scoping, literature review and supervision—not completed proposals or claims of novelty.
Ideas in this field
Ordered by qualification signalSystematic Review of Antimicrobial Stewardship Interventions in Low-Resource Healthcare Settings and Clinical Outcomes
This protocol outlines a systematic review of antimicrobial stewardship (AMS) interventions in low-income countries to address rising antimicrobial resistance.
Operationalizing Algorithmic Time Politics in Occupational Health Risk Assessments for Platform Workers
Algorithmic management in platform labor creates new occupational health risks through temporal control. Future research should operationalize the proposed theoretical framework to empirically assess the impact of algorithmic design on worker health outcomes.
Where should cities place heat-safe transport stops first?
Informal commuters often wait in the hottest, least shaded parts of a city. This idea asks whether transport traces, surface temperature and health data can reveal the stops where small cooling investments would matter most.
Standardizing Reporting and Bias Assessment for Artificial Intelligence in Clinical Prediction Model Research
This study outlines the development of TRIPOD-AI and PROBAST-AI to improve the transparency and critical appraisal of machine learning-based diagnostic and prognostic models.
Standardizing Cost-Effectiveness Methodologies for Evaluating Digital Mental Health Interventions in Public Health Systems
Digital mental health interventions are rapidly expanding, yet the methodologies used to evaluate their cost-effectiveness remain inconsistent and often flawed. This research proposes a standardized framework for economic evaluation to better inform public health investment decisions.
Evaluating the Efficacy of Holistic mHealth Interventions for Promoting Healthy Ageing in Adults
This study outlines a systematic review protocol to evaluate mHealth interventions that integrate physical activity, nutrition, and mental health support for adult populations.
Frameworks for Evaluating Trustworthiness in Machine Learning Systems for Clinical Infection Science
Machine learning offers potential for infection science but faces significant barriers to clinical implementation. Future research should develop and validate standardized frameworks for assessing the trustworthiness of these systems in real-world clinical environments.
Evaluating Mobile Health Messaging for Primary Cardiovascular Disease Prevention in Moderate-Risk Patient Populations
This study evaluates a text-message-based intervention (TextMe2) aimed at improving lifestyle factors and medication adherence in patients with moderate-to-high cardiovascular risk.
Physiological and Psychological Sleep Variations Across the Menstrual Cycle in Healthy Young Women
This pilot study protocol investigates the interaction between hormonal fluctuations and sleep-related outcomes using wearable technology and biochemical monitoring in healthy premenopausal women.
Applying Subgroup Demographic Modeling to Predict Extreme Heat Vulnerability in Rapidly Aging Urban Populations
Traditional heat vulnerability models often fail to account for the differential adaptation rates of specific demographic subgroups. This research applies a subgroup-based projection method to assess how aging populations influence future mortality risks during extreme heat events.
Predictive Modeling of Vector-Borne Disease Expansion in Changing Climate Zones and Regions
Climate change is increasingly shifting the geographic range of vectors and the diseases they carry. Future research should evaluate the predictive accuracy of climate-based models in identifying emerging hotspots for vector-borne transmission.
Integrating Microbiome-Targeted Interventions into Clinical Management Protocols for Chronic Kidney Disease Patients
This research explores the gut–kidney axis to identify novel therapeutic targets for chronic kidney disease. It evaluates the efficacy of microbiome-based interventions like prebiotics and synbiotics in clinical settings.
Contextual Drivers of Telehealth Adoption and Sustainability in Rural Healthcare Service Delivery Networks
This study examines the long-term implementation of provider-to-provider telehealth within a large-scale rural health service. Future research should investigate the specific organizational and regional factors that influence the successful adoption and sustained usage of these clinical services.
Evaluating Equitable Access Frameworks for Global Vaccine Distribution in Future Pandemic Preparedness Scenarios
This study explores the systemic failures in vaccine distribution during the COVID-19 pandemic to identify more equitable allocation models. It aims to develop policy frameworks that prioritize global health equity over nationalistic procurement strategies.
Developing Standardized Rehabilitation Protocols for Patients Experiencing Persistent Long COVID Symptom Clusters
Long COVID presents a complex array of multi-system symptoms that currently lack standardized clinical management pathways. This research explores the development and validation of targeted rehabilitation protocols for specific symptom clusters to improve patient outcomes.
Assessing the Implementation of Respectful Maternity Care Frameworks to Reduce Disparities in Maternal Health
Respectful maternity care is increasingly recognized as a fundamental human right and a strategy to address systemic inequities in childbirth outcomes. This study examines the barriers and facilitators to implementing respectful care frameworks within diverse healthcare settings.