Enock Adu Bonsu

PhD Candidate in Biostatistics · University of Arizona

About

I’m a PhD student in Biostatistics at the University of Arizona, working at the intersection of algorithmic fairness, missing data methods, and public health data science. Before Arizona, I earned an MS in Statistics from Western Michigan University and a BSc in Mathematics from the University of Mines and Technology (Ghana), and spent several years as a survey biostatistician with the Ghana Statistical Service on national census and health-survey operations.

My dissertation develops game-theoretic frameworks for detecting hidden subgroup bias in clinical prediction models. Alongside that, I collaborate with Africa CDC on public health emergency management capacity building, and with Arizona’s Department of Health Services on HIV surveillance data infrastructure.

55 African Member States

46K+ ICU patients analyzed

48K children in DHS anemia study


Current Roles

Research Analyst · current
Africa Centres for Disease Control and Prevention

Leading a systematic landscape analysis of Public Health Emergency Management competency-based training programs across African Member States, PRISMA 2020-aligned.

Bio BI Analyst (Intern) · current
Arizona Department of Health Services, HIV Prevention Program

Building Power BI dashboards and a data-dictionary crosswalk supporting Arizona’s CDC-funded HIV Testing Program surveillance and reporting.

Education Lead (Intern) · current
Envision by WorldStrides

Leading a multidisciplinary team delivering STEM curricula across robotics, medicine, and forensic science tracks.


Research Interests

  • Algorithmic fairness in clinical AI and prediction models
  • Missing data — multiple imputation, MNAR sensitivity analysis, tipping-point frameworks
  • Survival analysis and nonparametric methods
  • Bayesian nonparametrics & network models — Gaussian process priors, ERGM mixture models, epidemic modeling
  • Global child & maternal health — anemia and nutrition in Sub-Saharan Africa
  • Public health emergency management capacity building in Africa

Education

PhD, Biostatistics · University of Arizona (2024 – expected 2028)
Dissertation: game-theoretic frameworks for algorithmic bias detection in clinical prediction models

MS, Statistics · Western Michigan University (2024)

BSc, Mathematics · University of Mines and Technology, Ghana (2018)


Selected Affiliations

Organization Role
Africa CDC Research Analyst, PHEM Capacity Building
Arizona Department of Health Services Bio BI Analyst (Intern), HIV Prevention Program
Ghana Statistical Service Data Monitor/Field Supervisor
World Bank / UNICEF / WHO / WFP Statistical Researcher
Journal of Statistics and Data Science Education Peer Reviewer

News & Updates

  • 2026 — Abstract accepted for oral presentation, APHA Annual Meeting 2026 (San Antonio), on childhood anemia across Ghana, Nigeria, and Tanzania.
  • 2026 — Presented at the Alzheimer’s Association International Conference (AAIC) on timing of first Alzheimer’s neuroimaging.
  • 2026 — Awarded the Zuckerman Family Foundation Scholarship, Mel and Enid Zuckerman College of Public Health, University of Arizona.
  • 2026 — Began Bio BI Analyst internship with the Arizona Department of Health Services HIV Prevention Program.
  • 2025 — Began PhD in Biostatistics at the University of Arizona.
  • 2024 — Received Outstanding Excellence in Cultural Diversity Certificate, Western Michigan University.