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Quan ZhangQZ
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Quan Zhang

@quanzhang1

Health economics PhD candidate using causal inference and econometrics to improve equitable health policy decisions.

United States
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What I'm looking for

I’m looking for a role where I can apply causal inference, econometrics, and quantitative health sciences to produce policy-relevant evidence—especially on health equity, disasters, and aging—within a team that values rigorous methods and real-world impact.

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

MS
Current

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.

Institute for Health Metrics and Evaluation logoIE
Current

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.

RE

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.

Education

Degrees, certifications, and relevant coursework

UM

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.

JM

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 logoNU

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 logoTT

Tianjin University of Technology

Bachelor of Arts, Supply Chain Management

B.A. in Supply Chain Management at Tianjin University of Technology, completed in 2010.

Tech stack

Software and tools used professionally

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