Faculty Directory

Dmitry Mitrofanov

Assistant Professor

Department

Business Analytics

Biography

Dmitry Mitrofanov is an assistant professor of business analytics at the Boston College Carroll School of Management. He holds a Ph.D. in Operations Management from Stern School of Business at New York University. His research bridges analytical modeling and methodological innovation with empirical and data-driven work, advancing both theory and practice. He聽 uses tools from machine learning, optimization, econometrics, causal inference, and field experiments to study timely managerial and societal challenges. His recent work examines the operational and societal implications of AI and algorithm-enabled decision support systems, focusing on how these technologies shape worker decision-making, labor markets, consumers, and retail and service operations. A core part of Mitrofanov's research examines information disclosure, digital nudges, revenue management, and consumer choice modeling, where he combines data analytics with mathematical modeling to help firms聽make effective and scalable operational decisions. Much of Mitrofanov's work is conducted in collaboration with industry partners such as online grocery delivery platforms, ride-hailing services, peer-to-peer platforms, fashion retailers, and education technology platforms, where he designs field experiments, analyzes large-scale data, and develops actionable solutions. His research has appeared in publications such as聽Management Science, Operations Research, Manufacturing & Service Operations Management, and Harvard Business Review, and has been recognized with several prestigious academic awards from MSOM, INFORMS JFIG, Behavioral Operations Management, and Service Science.

Selected Publications

  • "." (With Benjamin Knight.)聽Management Science.聽2025.听
  • "" (With Yi-Chun Akchen.)聽Management Science.聽2025.听
  • "" (With Ron Bekkerman, Maxime Cohen, Xiaoyan Liu, and John Maiden.)聽Manufacuring & Service Operations Management,聽 26 (6), 1981-2350.聽 November, 2024.聽
  • "." (With Srikanth Jagabathula and Gustavo Vulcano.)聽Operations Research, 72 (1).听2024
  • 鈥" (With Srikanth Jagabathula and Gustavo Vulcano.) Operations Research, 70 (2), 641- 1291. March-April, 2022.听
  • "." (With Do Yoon Kim, and Benjamin Knight.)聽Harvard Business Review.聽October, 2023.聽
  • ".鈥 (With Benjamin Knight.) Harvard Business Review. 2022.听

  • "" (With Ron Bekkerman, Maxime Cohen and John Maiden.) The Conversation, , and . 2021.

Appointments, Awards, and Honors

  • Finalist, 2024 INFORMS Service Science Best Cluster Paper Competition
  • 3rd Place, 2023聽INFORMS Junior Faculty Interest Group (JFIG)
  • Finalist, 2023 INFORMS Service Science Best DEIJ Paper Competition
  • Finalist, 2023 INFORMS Behavioral Operations Management Best Working Paper Competition
  • Finalist, 2023 INFORMS Service Science Best Cluster Paper Competition
  • Finalist, 2022 INFORMS Behavioral Operations Management Best Working Paper Competition
  • Second Place, 2019 M&SOM Student Paper Competition
  • Finalist, 2019 INFORMS Service Science Best Student Paper Award
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