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Publications

Publications

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    • Faculty Publications  (1,593)

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    • All HBS Web  (6,099)
      • Faculty Publications  (1,593)

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      • Research Summary

      Optimal Reserve Management and Sovereign Debt (with Fabio Kanczuk)

      By: Laura Alfaro
      Most models currently used to determine optimal foreign reserve holdings take the level of international debt as given. Some of the implications of this analysis, however, may not be generalized once one considers the joint decision to hold debt and reserves by a... View Details
      • Teaching Interest

      Overview

      By: Leemore S. Dafny
      U.S. Healthcare Strategy

      The U.S. healthcare sector accounts for 17 percent of GDP, and encompasses a diverse set of industries with public, nonprofit, and for-profit buyers and sellers. There are significant concerns about high and rising spending, and... View Details
      Keywords: Healthcare; Health; Healthcare Reform; Life Sciences; Health Industry; United States
      • Teaching Interest

      Overview

      By: Regina E. Herzlinger
      Course Requirements

      Students are required to prepare a business plan, which employs the framework of this course, to explore an entrepreneurial opportunity in health care, and to evaluate their classmates' plans.

      Career Focus

      For... View Details
      Keywords: Healthcare; Healthcare Industry; Healthcare Innovation; Healthcare Costs; Healthcare Operations; Healthcare Organizations; Healthcare Startups; Healthcare Technology; Healthcare Ventures
      • Research Summary

      Overview

      By: Feng Zhu
      Professor Zhu’s research focuses on the design of platform business models and its impact on platform performance. Platforms have become central to our economy. A platform is a product or service that enables two or more customer groups to interact. For example,... View Details
      • Research Summary

      Overview

      By: Matthew C. Weinzierl

      My academic research centers on uncovering and closing gaps between the theory and reality of tax policy. My main contribution has been to identify and address a mismatch between the goals for taxation typically assumed in theory and the goals the public and... View Details

      • Research Summary

      Overview

      By: Gunnar Trumbull
      My research focuses on how firms and governments interact to support decarbonization. How do firms approach climate change from a strategic perspective? How can government policies support and accellerate those efforts in ways that boost national competitiveness? View Details
      Keywords: Decarbonization; Strategy And Leadership; Climate Change; Energy Industry; Manufacturing Industry; Service Industry; Europe; China; India; Brazil
      • Research Summary

      Overview

      By: Shunyuan Zhang
      Professor Zhang uses machine learning to address marketing problems that have arisen within the nascent sharing economy. She conducts rigorous analyses of structured and unstructured data generated by new sharing economy platforms to address important issues emerging... View Details
      • Research Summary

      Overview

      By: Kyle R. Myers
      Professor Myers studies the economics of what determines the rate and direction of innovation. He has examined the reallocation of scientists through the use of targeted research grants at the National Institutes of Health, and is working to further understand how... View Details
      Keywords: Technology Networks; Commercialization; Science-Based Business; Research and Development; Knowledge Management; Patents; Innovation Strategy; Technological Innovation; Health Care and Treatment; Entrepreneurship; Health; Innovation and Invention; Science; Technology; Knowledge; Intellectual Property; Economics; Microeconomics; Biotechnology Industry; Health Industry; Pharmaceutical Industry; Technology Industry
      • Research Summary

      Overview

      By: Mattias E. Fibiger
      Professor Fibiger conducts research on twentieth-century international history, focusing primarily on political economy and international relations in Southeast Asia.

      Professor Fibiger's first book is entitled Suharto's Cold War: Indonesia, Southeast... View Details
      Keywords: Authoritarianism; Political Economy; Foreign Aid; Foreign Direct Investment; Foreign Policy; Southeast Asia; United States; Finance; International Economy; International Capital Markets; History; International Relations; National Security; Government and Politics; Development Economics; Southeast Asia; United States; Indonesia; Philippines; Malaysia; Singapore
      • Research Summary

      Overview

      By: William C. Kirby
      A historian by training, Professor Kirby examines contemporary China's business, economic, and political development in an international context. He writes and teaches on the growth of modern companies in China (Chinese and foreign; state-owned and private); Chinese... View Details
      Keywords: China; Internationalization; Educational Policy And Politics; Infrastructure; Government And Business; The Revival Of Family Business In China; China’s Infrastructure Exports: The ‘Belt And Road’ Initiative; Agribusiness; Education; Entrepreneurship; Globalization; Governance; Government and Politics; History; Philanthropy and Charitable Giving; Social Enterprise; Auto Industry; Education Industry; Food and Beverage Industry; Health Industry; Semiconductor Industry; Asia; Europe; North and Central America
      • Research Summary

      Overview

      By: Reshmaan N. Hussam

      Engaged with field work in South Asia and East Africa, Professor Hussam places a focus on exploring questions with strong theoretical motivation in the economics literature as well as relevant downstream policy implications. Her research spans four broad interests.... View Details

      • Research Summary

      Overview

      By: Joshua Lev Krieger
      In examining the competitive dynamics of R&D strategy, Josh has become particularly interested in how the introduction of new knowledge generated by rivals impacts the direction of R&D efforts. Understanding how new information alters project portfolio decisions is... View Details
      • Research Summary

      Overview

      By: Ashley V. Whillans
      Engaged with field work in East Africa, South Asia, and in several large hybrid organizations in the United States, Professor Whillans places a focus on exploring questions with strong theoretical motivation in the social psychological literature and relevant... View Details
      • Research Summary

      Overview

      By: Ethan C. Rouen
      Relying on empirical archival methodologies—as well as techniques in data science—to develop and structure new sources of data by which to approach questions of looming disclosure changes, Professor Rouen has focused on one of the Securities and Exchange Commission’s... View Details
      • Research Summary

      Overview

      By: Katherine B. Coffman
      Professor Coffman studies the sources of gender gaps in economically-important contexts. Her work focuses on the role of beliefs: how do stereotypes bias the beliefs that individuals hold about themselves (and others), and how do these biased beliefs shape... View Details
      Keywords: Gender; Stereotypes; Diversity Management; Experiments
      • Research Summary

      Overview

      By: Robert J. Dolan
      Professor Dolan's research interests including product policy and pricing. These areas have been the subject to two books, Managing the New Product Development Process and Power Pricing:How Managing Price Impacts the Bottom Line. In addition, he works on the societal... View Details
      Keywords: Product Commercialization; Product Development; Pricing Strategy; Marketing And Society
      • Research Summary

      Overview

      By: Vincent Pons
      Professor Pons studies questions in political economy and development with the goal of understanding how democratic systems function, and how they can be improved.

      He decomposes the electoral cycle into four essential steps: the factors affecting voter... View Details
      • Research Summary

      Overview

      By: Ayelet Israeli
      Professor Israeli utilizes econometric methods and field experiments to study data driven decision making in marketing context. Her research focuses on data-driven marketing, with an emphasis on how businesses can leverage their own data, customer data, and market data... View Details
      Keywords: Channel Management; Pricing; Pricing Policies; Online Marketing; E-commerce; Analytics; Econometrics; Field Experiments; Data Analytics; Artificial Intelligence; Value Of Data
      • Research Summary

      Personal Data in Marketing

      By: John A. Deighton
      Between 10% and 20% of all marketing activity in the United States, and a smaller proportion internationally, relies on data about individuals, whether personally identifying or pseudonomized. These data flow across a system of established and emerging firms operating... View Details
      Keywords: Data; Personal Data; Information Technology; Industry Structure; Marketing
      • Forthcoming
      • Article

      Personalization and Targeting: How to Experiment, Learn & Optimize

      By: Aurelie Lemmens, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela and Oded Netzer
      Personalization has become the heartbeat of modern marketing. Advances in causal inference and machine learning enable companies to understand how the same marketing action can impact the choices of individual customers differently. This article provides an academic... View Details
      Keywords: Targeting; Experiments; Observational Studies; Policy Implementation; Policy Evaluation; Customization and Personalization; Marketing Strategy; Customer Focus and Relationships; Research
      Citation
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      Lemmens, Aurelie, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela, and Oded Netzer. "Personalization and Targeting: How to Experiment, Learn & Optimize." International Journal of Research in Marketing (forthcoming). (Pre-published online July 25, 2025.)
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