Photo of Luke Maddock

Luke Maddock

Assistant Professor
Position Type
Faculty
Service
- Present
Pronouns
He / Him / His
Biography

I am an economist with research on topics related to housing, homelessness, sports, and ecosystems. My interests primarily lie in using tools like methods in causal inference and machine learning to make some sense of uncertainty in the world. At Denison, I am teaching a course on introductory data analytics and a senior research seminar with the common goal of furthering students’ knowledge and curiosity towards the challenges they want to take on. Away from campus, I like to spend my time golfing, exercising, taking photos, or going on adventures with my spouse.

Degree(s)
B.A., Carthage College; M.S., Marquette University; Ph.D., Colorado State University

Learning & Teaching

Courses
  • DA 101: Introduction to Data Analytics
  • DA 401: Seminar in Data Analytics

Research

My research uses causal inference and machine learning to study housing and homelessness policy, environmental and wildlife policy, and sports analytics.

Works

Publications

Maddock, L., and A. A. Pena. 2026. “ Funding, Facilities, and the Face of Homelessness: Heterogeneous Impacts of Federal Grants on Sheltered and Unsheltered Counts.” Southern Economic Journal 1–26. https://doi.org/10.1002/soej.70031.

Maddock, L., Pena, A. A., & Petach, L. (2026). “Housing Affordability and Homelessness: Evidence from Commuting Zones”. Economic Development Quarterly, 40(3), 194-210. https://doi.org/10.1177/08912424261464918.

Maddock, L., Nelson, F., Altringer, L., & McKee, S. C. (2026). “Estimating the Value of Ecosystem Services: A Machine Learning Approach for Missouri Wetlands”. Ecosystem Services, 79, 101849. https://doi.org/10.1016/j.ecoser.2026.101849.

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