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  • All HBS Web  (12,151)
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    • News  (2,827)
    • Research  (6,153)
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  • June 2019
  • Article

Brokers vs. Retail Investors: Conflicting Interests and Dominated Products

By: Mark Egan
I study how brokers distort household investment decisions. Using a novel convertible bond dataset, I find that consumers often purchase dominated bonds—cheap and expensive versions of otherwise identical bonds coexist in the market. The empirical evidence suggests... View Details
Keywords: Brokers; Fiduciary Standard; Consumer Finance; Structured Products; Household; Investment; Decisions; Motivation and Incentives; Conflict of Interests
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Egan, Mark. "Brokers vs. Retail Investors: Conflicting Interests and Dominated Products." Journal of Finance 74, no. 3 (June 2019): 1217–1260.
  • 2022
  • Working Paper

Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments

By: Fanglin Chen, Xiao Liu, Davide Proserpio and Isamar Troncoso
We propose a method, Product2Vec, based on representation learning, that can automatically learn latent product attributes that drive consumer choices, to study product-level competition when the number of products is large. We demonstrate Product2Vec’s... View Details
Keywords: Consumer Choice; Consumer Behavior; Competition; Product Marketing
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Chen, Fanglin, Xiao Liu, Davide Proserpio, and Isamar Troncoso. "Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments." NYU Stern School of Business Research Paper Series, July 2022.
  • 2018
  • Chapter

Competing Interests

By: Joel Goh
Book Abstract: The editors, aided by a team of internationally acclaimed experts, have curated this timely volume to help newcomers and seasoned researchers alike to rapidly comprehend a diverse set of thrusts and tools in this rapidly growing cross-disciplinary field.... View Details
Keywords: Healthcare; Analytics; Health Care and Treatment; Research; Competition
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Goh, Joel. "Competing Interests." Chap. 4 in Handbook of Healthcare Analytics: Theoretical Minimum for Conducting 21st Century Research on Healthcare Operations, edited by Tinglong Dai and Sridhar Tayur, 51–78. John Wiley & Sons, 2018.
  • 2000
  • Chapter

Strategies of Consumer Group Mobilization

By: Gunnar Trumbull
Keywords: Customer Relationship Management; Consumer Behavior; Marketing Strategy; Groups and Teams
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Trumbull, Gunnar. "Strategies of Consumer Group Mobilization." In Material Politics: The State and Consumer Society, edited by Martin Daunton and Matthew Hilton. Oxford: Berg, 2000.
  • 2021
  • Article

Consumer Disclosure

By: Tami Kim, Kate Barasz and Leslie John
As technological advances enable consumers to share more information in unprecedented ways, today’s disclosure takes on a variety of new forms, triggering a paradigm shift in what “disclosure” entails. This review introduces two factors to conceptualize consumer... View Details
Keywords: Disclosure; Passive Disclosure; Information; Internet and the Web; Consumer Behavior; Situation or Environment
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Kim, Tami, Kate Barasz, and Leslie John. "Consumer Disclosure." Consumer Psychology Review 4 (2021): 59–69.
  • October 2019
  • Article

Correcting Consumer Misperception

By: Omar Isaac Asensio
For the well informed, taking actions to curb energy consumption from household appliances is uncomplicated. Now, research shows that simple information provision interventions can correct consumer misperceptions of the energy consumed by common appliances, offering... View Details
Keywords: Energy Conservation; Knowledge Dissemination
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Asensio, Omar Isaac. "Correcting Consumer Misperception." Nature Energy 4, no. 10 (October 2019): 823–824.
  • September 2010 (Revised December 2010)
  • Case

Santander Consumer Finance

By: J. Gunnar Trumbull, Elena Corsi and Andrew Barron
A Spanish company has to decide if they should expand into the fragmented European consumer finance market and has to make important organizational strategy decisions in the midst of the world economic downturn that followed the 2007 U.S. credit crunch. Since 2002, the... View Details
Keywords: Borrowing and Debt; Financial Markets; International Finance; Personal Finance; Consolidation; Corporate Strategy; Expansion; Financial Services Industry; European Union; Spain
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Trumbull, J. Gunnar, Elena Corsi, and Andrew Barron. "Santander Consumer Finance." Harvard Business School Case 711-015, September 2010. (Revised December 2010.)
  • 2018
  • Article

Overcoming Barriers to Time-Saving: Reminders of Future Busyness Encourage Consumers to Buy Time

By: A. V. Whillans, Elizabeth W. Dunn and Michael I. Norton
Spending money on time-saving purchases improves happiness. Yet, people often fail to spend their money in this way. Because most people believe that the future will be less busy than the present, they may underweight the value of these purchases. We examine the impact... View Details
Keywords: Consumer Choice; Sharing Economy; Opportunity Cost; Time-as Money; Well-being; Time Management; Happiness; Perception; Behavior
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Whillans, A. V., Elizabeth W. Dunn, and Michael I. Norton. "Overcoming Barriers to Time-Saving: Reminders of Future Busyness Encourage Consumers to Buy Time." Social Influence 13, no. 2 (2018): 117–124.
  • 2010
  • Working Paper

Banking Market Concentration and Consumer Credit Constraints: Evidence from the 1983 Survey of Consumer Finances

This paper uses data from the 1983 Survey of Consumer Finances to test the relationship between the banks' market power and households' self-reported levels of credit constraints. The 1983 Survey was the last to identify households' geographic location, making it... View Details
Keywords: Age Characteristics; Household Characteristics; Borrowing and Debt; Credit; Banks and Banking; Interest Rates; Geographic Location; Banking Industry
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Bergstresser, Daniel B. "Banking Market Concentration and Consumer Credit Constraints: Evidence from the 1983 Survey of Consumer Finances." Harvard Business School Working Paper, No. 10-077, March 2010.
  • Research Summary

Consumer Habituation

This paper examines how consumers willingness to pay for goods is determined by past patterns of consumption. The central result is a theorem of interior maximum, which states that willingness to pay for a good is maximized at a moderate level of habitual... View Details
  • Research Summary

Principal Research Interests

My research is principally focused on nineteenth- and twentieth-century subjects, with an emphasis on economic and especially financial history. I am interested in the role of banks and capital markets in the process of economic development as well as in the political... View Details
  • Research Summary

Research Interests

Dissent in Organizations, Employee and Stakeholder voice, Social Movements and Organizations, Sociology of Work and Professions

 View Details
  • Research Summary

Research and Publication Interests

Michelle Craig McDonald is currently writing a Harvard Business School case study on the impact of the International Coffee Act on small producers. She is interested in early American economic development, especially the role of foreign trade and re-exported... View Details
  • 2010
  • Working Paper

A Brief Postwar History of U.S. Consumer Finance

By: Andrea Ryan, Gunnar Trumbull and Peter Tufano
This article describes the consumer finance sector in the US since World War II. We first define the sector in terms of the functions delivered by firms (payments, savings/investing, borrowing, managing risk, and providing advice.) We provide time series evidence on... View Details
Keywords: Decision Choices and Conditions; Borrowing and Debt; Mortgages; Personal Finance; Business History; Innovation and Invention; Risk and Uncertainty; Financial Services Industry; United States
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Ryan, Andrea, Gunnar Trumbull, and Peter Tufano. "A Brief Postwar History of U.S. Consumer Finance." Harvard Business School Working Paper, No. 11-058, December 2010.
  • 2021
  • Working Paper

Consuming Contests: Outcome Uncertainty and Spectator Demand for Contest-based Entertainment

By: Patrick J. Ferguson and Karim R. Lakhani
Contests that are designed to be consumed for entertainment by non-contestants are a fixture of economic, cultural and political life. In this paper, we examine whether individuals prefer to consume contests that have more uncertain outcomes. We look to... View Details
Keywords: Contest Design; Information Preferences; Consumer Demand; Sports; Entertainment; Games, Gaming, and Gambling; Demand and Consumers; Outcome or Result
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Ferguson, Patrick J., and Karim R. Lakhani. "Consuming Contests: Outcome Uncertainty and Spectator Demand for Contest-based Entertainment." Harvard Business School Working Paper, No. 21-087, February 2021.
  • 1982
  • Article

Correlates of Deficient Consumer Environments: The Case of the Elderly

By: Rohit Deshpandé and S. Krishnan
Although much research attention has been given to the format of consumer information environments, there has been little study of the effects of consumer environments lacking in information. This paper describes an empirical study of elderly consumers functioning in... View Details
Keywords: Consumer Behavior; Age; Information
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Deshpandé, Rohit, and S. Krishnan. "Correlates of Deficient Consumer Environments: The Case of the Elderly." Advances in Consumer Research 9 (1982): 515–519.
  • September 1985
  • Background Note

Evolution of Consumer Financial Products

By: Dwight B. Crane
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Crane, Dwight B. "Evolution of Consumer Financial Products." Harvard Business School Background Note 286-016, September 1985.
  • April 2002
  • Background Note

Note on Minority Interest

This case provides a brief introduction to the concept of minority interest and the issues that it gives rise to in valuation of firms. View Details
Keywords: Valuation; Investment; Business and Shareholder Relations
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Kedia, Simi. "Note on Minority Interest." Harvard Business School Background Note 202-116, April 2002.
  • 2015
  • Chapter

Consumer Neuroscience: Revealing Meaningful Relationships Between Brain and Consumer Behavior

By: Hilke Plassmann and Uma R. Karmarkar
The goal of this chapter is to give an overview of the nascent field of consumer neuroscience and discuss when and how it is useful to integrate the "black box" of the consumer's brain into consumer psychology. To reach this goal, we first briefly outline several... View Details
Keywords: Consumer Behavior; Cognition and Thinking
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Plassmann, Hilke, and Uma R. Karmarkar. "Consumer Neuroscience: Revealing Meaningful Relationships Between Brain and Consumer Behavior." Chap. 6 in The Cambridge Handbook of Consumer Psychology, edited by Michael I. Norton, Derek D. Rucker, and Cait Lamberton, 152–179. New York: Cambridge University Press, 2015.
  • January 1999
  • Background Note

The Professional Pledge and Conflict of Interest

By: Ashish Nanda
It is argued that professionals pledge fiduciary responsibility towards their clients to minimize the occurrence of conflicts of interest, which are socially inefficient. Professional associations are formed to ensure that in their practices, professionals live by... View Details
Keywords: Conflict of Interests; Ethics; Organizations
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Nanda, Ashish. "The Professional Pledge and Conflict of Interest." Harvard Business School Background Note 899-177, January 1999.
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