Quan Zhang
@quanzhang1
Health economics PhD candidate using causal inference and econometrics to improve equitable health policy decisions.
What I'm looking for
I’m a health economics PhD candidate focused on causal inference and applied econometrics, with research interests spanning health equity, population aging and frailty dynamics, and disaster health economics. I build evidence that connects rigorous methods to real-world decisions—especially where innovation, access, and vulnerability intersect.
My work includes peer-reviewed publications and under-review research on topics such as bias in fall prevention programs in resource-limited areas, distributional cost-effectiveness in genomic medicine, and life-course analyses using longitudinal design and causal inference. In parallel, I pursue projects that examine health shocks and labor supply, and I translate complex enrollment dynamics into policy-relevant findings for health equity.
In research roles, I’ve led end-to-end analytical workflows—from data processing to final executive summaries—such as designing and executing a causal inference pipeline for a post-wildfire economic empowerment intervention that informed disaster recovery policy recommendations. I also contribute advanced analyses that integrate biomarker, environmental exposure, and socioeconomic survey data, supported by a technical toolkit spanning R, Stata, survey datasets (CHARLS/GBD/HRS/SHARE and more), and modern causal/ML approaches including DML and causal forests.
Experience
Work history, roles, and key accomplishments
Research Assistant
Maui Wildfire Exposure Study
Jan 2024 - Present (2 years 5 months)
Supported NIH- and state-funded longitudinal cohort tracking health and social impacts of the 2023 Maui wildfires, integrating biomarker, environmental exposure, and socioeconomic survey data. Contributed to a JAMA Network Open (2025) publication.
Invited Research Collaborator
Institute for Health Metrics and Evaluation
Jan 2024 - Present (2 years 5 months)
Provided substantive peer review for Global Burden of Disease 2023 manuscripts as an invited collaborator. Supported topic-area peer review including antimicrobial resistance in the Western Pacific Region and other GBD themes.
Lead Research Analyst
Roots Reborn Program Evaluation
Jan 2025 - Jan 2026 (1 year)
Independently designed and executed the full analytical workflow for a post-wildfire economic empowerment intervention, from Qualtrics data processing and matched-panel construction through statistical analysis and an executive summary. Produced evidence that informed disaster recovery policy recommendations.
Graduate Research Assistant
University of Hawai‘i Economic Research Organization
Jan 2024 - Jan 2025 (1 year)
Analyzed financing barriers among minority-owned small businesses in an OER-funded study. Built a four-module R causal inference pipeline using propensity score matching, inverse probability weighting, Heckman selection models, and mediation analysis.
Developed regression models for evacuation timing in collaboration with NASA. Applied simulation, statistical modeling, and Design of Experiments techniques for urban evacuation planning.
Education
Degrees, certifications, and relevant coursework
University of Hawai‘i at Mānoa
Doctor of Philosophy, Economics (Health Economics & Econometrics)
2023 -
Ph.D. program in Economics focused on health economics, causal inference, and applied econometrics. Dissertation research examines health shocks, frailty dynamics, and labor supply in China’s aging population under CHARLS panel data.
John A. Burns School of Medicine, UH Mānoa
Master of Science, Quantitative Health Sciences
2024 - 2026
M.S. in Quantitative Health Sciences at the John A. Burns School of Medicine. Coursework and training emphasized quantitative methods relevant to health research.
Northern Illinois University
Master of Science, Industrial and Systems Engineering
M.S. program in Industrial and Systems Engineering at Northern Illinois University, completed in 2012.
Tianjin University of Technology
Bachelor of Arts, Supply Chain Management
B.A. in Supply Chain Management at Tianjin University of Technology, completed in 2010.
Availability
Location
Authorized to work in
Job categories
Skills
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