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  • 31 Jan 2007
  • Working Paper Summaries

Behavioral Decision Research, Legislation, and Society: Three Cases

Keywords: by Max H. Bazerman
  • 14 Jun 2007
  • Working Paper Summaries

Evolution Analysis of Large-Scale Software Systems Using Design Structure Matrices and Design Rule Theory

Keywords: by Matthew J. LaMantia, Yuanfang Cai, Alan D. MacCormack & John Rusnak; Video Game; Web Services
  • 11 Aug 2014
  • Working Paper Summaries

Decision Making Under Information Asymmetry: Experimental Evidence on Belief Refinements

Keywords: by William Schmidt & Ryan W. Buell
  • 28 Aug 2008
  • Working Paper Summaries

How Can Decision Making Be Improved?

Keywords: by Dolly Chugh, Katherine L. Milkman & Max H. Bazerman
  • 26 Aug 2002
  • Research & Ideas

High-Stakes Decision Making: The Lessons of Mount Everest

and insufficient confidence on the other. Leaders must act decisively when faced with challenges, and they must inspire others to do so as well. A lack of confidence can enhance anticipatory regret, or the apprehension that individuals... View Details
Keywords: by Michael A. Roberto
  • 2016
  • Working Paper

Diversified Business Groups in the West: History and Theory

By: Asli M. Colpan and Takashi Hikino
This working paper examines the historical origins, evolutionary paths, and long-term resilience of diversified business groups in contemporary developed economies of Western Europe, North America, and Oceania. It aims to come up with a new theoretical understanding of... View Details
Keywords: History; Diversification; Business Divisions; Theory; Oceania; North America; Europe
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Colpan, Asli M., and Takashi Hikino. "Diversified Business Groups in the West: History and Theory." Harvard Business School Working Paper, No. 17-035, October 2016.
  • Article

Managing the Unknowable: The Effectiveness of Early-stage Investor Gut Feel in Entrepreneurial Investment Decisions

By: Laura Huang and Jone L. Pearce
Using an inductive theory-development study, a field experiment, and a longitudinal field test, we examine early-stage entrepreneurial investment decision making under conditions of extreme uncertainty. Building on existing literature on decision making and risk in... View Details
Keywords: Entrepreneurship; Venture Capital; Risk and Uncertainty; Decision Making; Emotions; Performance Effectiveness
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Huang, Laura, and Jone L. Pearce. "Managing the Unknowable: The Effectiveness of Early-stage Investor Gut Feel in Entrepreneurial Investment Decisions." Administrative Science Quarterly 60, no. 4 (December 2015): 634–670.
  • Article

The Best of Both Worlds: Integrating Conscious and Unconscious Thought Best Solves Complex Decisions

Two studies address the debate over whether conscious or unconscious mental processes best handle complex decisions. According to Unconscious Thought Theory (Dijksterhuis & Nordgren, 2006), both modes of thinking have particular advantages: conscious thought can follow... View Details
Keywords: Forecasting and Prediction; Values and Beliefs; Information; Knowledge Management; Management Skills; Management Style; Measurement and Metrics; Success; Research; Cognition and Thinking; Personal Characteristics; Perception
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Nordgren, Loran F., Maarten W. Bos, and Ap Dijksterhuis. "The Best of Both Worlds: Integrating Conscious and Unconscious Thought Best Solves Complex Decisions." Journal of Experimental Social Psychology 47, no. 2 (March 2011): 509–511.
  • January 1982
  • Article

Empirical Analysis of the Commercial Loan Classification Decision

By: Robert S. Kaplan and J. Richard Dietrich
Keywords: Theory; Financing and Loans; Decision Making
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Kaplan, Robert S., and J. Richard Dietrich. "Empirical Analysis of the Commercial Loan Classification Decision." Accounting Review 57 (January 1982): 18–38.
  • May 2007
  • Article

Aspects of Endowment: A Query Theory of Value Construction

By: Eric Johnson, Gerald Häubl and Anat Keinan
How do people judge the monetary value of objects? One clue is provided by the typical endowment study (D. Kahneman, J. L. Knetsch, & R. H. Thaler, 1991), in which participants are randomly given either a good, such as a coffee mug, that they may later sell ("sellers")... View Details
Keywords: Profit; Forecasting and Prediction; Theory; Valuation; Loss; Ownership; Decision Choices and Conditions
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Johnson, Eric, Gerald Häubl, and Anat Keinan. "Aspects of Endowment: A Query Theory of Value Construction." Journal of Experimental Psychology: Learning, Memory, and Cognition 33, no. 3 (May 2007): 461–474.
  • 2009
  • Working Paper

The Devil Wears Prada: Effects of Exposure to Luxury Goods on Cognition and Decision Making

By: Roy Y.J. Chua and Xi Zou
Although the concept of luxury has been widely discussed in social theories and marketing research, relatively little research has directly examined the psychological consequences of exposure to luxury goods. This paper demonstrates that mere exposure to luxury goods... View Details
Keywords: Decision Choices and Conditions; Judgments; Ethics; Marketing; Behavior; Power and Influence; Luxury
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Chua, Roy Y.J., and Xi Zou. "The Devil Wears Prada: Effects of Exposure to Luxury Goods on Cognition and Decision Making." Harvard Business School Working Paper, No. 10-034, November 2009.
  • 2019
  • Article

Can Big Data Improve Firm Decision Quality? The Role of Data Quality and Data Diagnosticity

By: Maryam Ghasemaghaei and Goran Calic
Anecdotal evidence suggests that, despite the large variety of data, the huge volume of generated data, and the fast velocity of obtaining data (i.e., big data), quality of big data is far from perfect. Therefore, many firms defer collecting and integrating big data as... View Details
Keywords: Big Data; Analytics and Data Science; Decisions; Quality
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Ghasemaghaei, Maryam, and Goran Calic. "Can Big Data Improve Firm Decision Quality? The Role of Data Quality and Data Diagnosticity." Decision Support Systems 120 (2019): 38–49.
  • Article

Characterization of Satisfactory Mechanisms for the Revelation of Preferences for Public Goods

By: Jerry R. Green and Jean-Jacques Laffont
Social decision mechanisms that admit dominant strategies and result in Pareto optima are characterized by the class of mechanisms proposed by Groves. The concept of decision mechanisms is generalized and the characterization is shown to extend to these cases. View Details
Keywords: Decision Mechanisms; Game Theory; Economics
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Green, Jerry R., and Jean-Jacques Laffont. "Characterization of Satisfactory Mechanisms for the Revelation of Preferences for Public Goods." Econometrica 45, no. 2 (March 1977): 427–438.
  • 2003
  • Book

Negotiation Analysis: The Science and Art of Collaborative Decision Making

By: Howard Raiffa, John Richardson and David Metcalfe
Keywords: Negotiation; Theory; Cooperation; Decision Making
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Raiffa, Howard, John Richardson, and David Metcalfe. Negotiation Analysis: The Science and Art of Collaborative Decision Making. Cambridge: Harvard University Press, 2003.
  • September 2014
  • Article

The Interrelationships Between Brand and Channel Choice

By: Scott Neslin, Kenshuk Jerath, Anand Bodapati, Eric T. Bradlow, John A. Deighton, Sonja Gensler, Leonard Lee, Elisa Montaguti, Rahul Telang, Raj Venkatesan, Peter C. Verhoef and Z. John Zhang
We propose a framework for the joint study of the consumer's decision of where to buy and what to buy. The framework is rooted in utility theory where the utility is for a particular channel/brand combination. The framework contains firm actions, the consumer search... View Details
Keywords: Brand Choice; Channel Choice; Utility Theory; Marketing; Decision Choices and Conditions; Consumer Behavior; Learning; Electronics Industry; Auto Industry; Information Technology Industry; Telecommunications Industry; Aerospace Industry
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Neslin, Scott, Kenshuk Jerath, Anand Bodapati, Eric T. Bradlow, John A. Deighton, Sonja Gensler, Leonard Lee, Elisa Montaguti, Rahul Telang, Raj Venkatesan, Peter C. Verhoef, and Z. John Zhang. "The Interrelationships Between Brand and Channel Choice." Marketing Letters 25, no. 3 (September 2014): 319–330.
  • 2020
  • Working Paper

Machine Learning for Pattern Discovery in Management Research

Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used as an observation for further inductive or abductive research, but should not be treated as the result of a... View Details
Keywords: Machine Learning; Theory Building; Induction; Decision Trees; Random Forests; K-nearest Neighbors; Neural Network; P-hacking; Analytics and Data Science; Analysis
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Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres. "Machine Learning for Pattern Discovery in Management Research." Harvard Business School Working Paper, No. 19-032, September 2018. (Revised June 2020.)
  • January 2014
  • Other Article

The Answer is 9,142: Understanding the Influence of Disruption Risk on Inventory Decision Making

By: Mark Cotteleer, Maria Ibanez and Geri Gibbons
The question was how many units of inventory a manager should order when faced with a possible disruption in supply. The correct answer is not guesswork, but based on 150 years of theory and practice. We examine individual choices made in this critical situation—and... View Details
Keywords: Behavioral; Behavioral Operations; Inventory; Bias; Operations Management; Operations
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Cotteleer, Mark, Maria Ibanez, and Geri Gibbons. "The Answer is 9,142: Understanding the Influence of Disruption Risk on Inventory Decision Making." Deloitte Review 14 (January 2014).
  • Article

On Derivatives Markets and Social Welfare: A Theory of Empty Voting and Hidden Ownership

By: Jordan M. Barry, John William Hatfield and Scott Duke Kominers
In the past twenty-five years, derivatives markets have grown exponentially. Large, modern derivatives markets increasingly enable investors to hold economic interests in corporations without owning voting rights, and vice versa. This leads to both empty... View Details
Keywords: Voting; Corporate Disclosure; Financial Markets; Ownership
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Barry, Jordan M., John William Hatfield, and Scott Duke Kominers. "On Derivatives Markets and Social Welfare: A Theory of Empty Voting and Hidden Ownership." Virginia Law Review 99, no. 6 (October 2013): 1103–1168.
  • May 2021
  • Case

The International Space Station, Principal-Agent Problems, and NASA's Quest to Keep Humans in Space

By: Matthew Weinzierl and Mehak Sarang
In building the International Space Station (ISS), NASA opened the door to the development of a robust in-space economy in low-Earth Orbit, and yet the decision to build the station, and continue to extend its lifetime, placed a huge burden on NASA’s Human Spaceflight... View Details
Keywords: Aerospace; Nasa; Space Economy; Principal-agent Theory; Policy; Commercialization; Aerospace Industry
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Weinzierl, Matthew, and Mehak Sarang. "The International Space Station, Principal-Agent Problems, and NASA's Quest to Keep Humans in Space." Harvard Business School Case 721-054, May 2021.
  • December 2022
  • Article

I Don't 'Recall': The Decision to Delay Innovation Launch to Avoid Costly Product Failure

By: Byungyeon Kim, Oded Koenigsberg and Elie Ofek
Innovations embody novel features or cutting-edge components aimed at delivering desired customer benefits. Oftentimes, however, we observe the need to recall new products shortly after their introduction. Indeed, a firm may rush an innovation to market in an attempt... View Details
Keywords: Innovation Management; Innovation And Strategy; Product Development Strategy; Product Introduction; Quality Control; Product Recalls; Game Theory; Market Timing; Innovation Strategy; Product Launch; Product Development
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Kim, Byungyeon, Oded Koenigsberg, and Elie Ofek. "I Don't 'Recall': The Decision to Delay Innovation Launch to Avoid Costly Product Failure." Management Science 68, no. 12 (December 2022): 8889–8908.
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