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  • 2023
  • Working Paper

Complexity and Time

By: Benjamin Enke, Thomas Graeber and Ryan Oprea
We provide experimental evidence that core intertemporal choice anomalies -- including extreme short-run impatience, structural estimates of present bias, hyperbolicity and transitivity violations -- are driven by complexity rather than time or risk preferences. First,... View Details
Keywords: Decision Choices and Conditions; Motivation and Incentives
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Enke, Benjamin, Thomas Graeber, and Ryan Oprea. "Complexity and Time." NBER Working Paper Series, No. 31047, March 2023.
  • July 2022 (Revised October 2024)
  • Case

3G Capital

By: Jo Tango and Alys Ferragamo
In June 2022, 3G Capital Co-Managing Partners Alex Behring and Daniel Schwartz were in a partners’ meeting. On the agenda were three potential investments. Code named “Alpha,” “Bravo,” and “Charlie” (real target companies that have been disguised), they were the... View Details
Keywords: Investment Decisions; Investment Funds; Investment Portfolio; Decision Choices and Conditions; Private Equity; Leveraged Buyouts
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Tango, Jo, and Alys Ferragamo. "3G Capital." Harvard Business School Case 823-010, July 2022. (Revised October 2024.)
  • September 2004
  • Article

Too Much of A Good Thing? The Role of Choice in Negotiation"

By: Michael Wheeler
Keywords: Negotiation; Decision Choices and Conditions
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Wheeler, Michael. Too Much of A Good Thing? The Role of Choice in Negotiation"." Negotiation 7, no. 9 (September 2004).
  • July 2005
  • Article

Profit Maximization versus Disadvantageous Inequality in Choice Behavior: The Impact of Self-Categorization

By: S. M. Garcia, A. Tor, M. Bazerman and D. T. Miller
Keywords: Profit; Decision Choices and Conditions; Behavior; Social Psychology
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Garcia, S. M., A. Tor, M. Bazerman, and D. T. Miller. "Profit Maximization versus Disadvantageous Inequality in Choice Behavior: The Impact of Self-Categorization." Journal of Behavioral Decision Making 18, no. 3 (July 2005): 187–198.
  • December 2009
  • Article

Empire-Building or Bridge-Building? Evidence from New CEOs' Internal Capital Allocation Decisions

By: Yuhai Xuan
This article investigates how the job histories of CEOs influence their capital allocation decisions when they preside over multi-divisional firms. I find that, after CEO turnover, divisions not previously affiliated with the new CEO receive significantly more capital... View Details
Keywords: Business Divisions; Decision Choices and Conditions; Capital Budgeting; Financial Management; Managerial Roles; Resource Allocation
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Xuan, Yuhai. "Empire-Building or Bridge-Building? Evidence from New CEOs' Internal Capital Allocation Decisions." Review of Financial Studies 22, no. 12 (December 2009): 4919–4948. (Online Appendix.)
  • 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).
  • 2006
  • Article

Empowerment through Choice? A Critical Analysis of the Effects of Choice in Organizations

By: Roy Y.J. Chua and S Iyengar
Keywords: Decision Choices and Conditions; Theory; Organizations
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Chua, Roy Y.J., and S Iyengar. "Empowerment through Choice? A Critical Analysis of the Effects of Choice in Organizations." Research in Organizational Behavior 27 (2006): 41–79.
  • 2023
  • Working Paper

Who Invests in Crypto? Wealth, Financial Constraints, and Risk Attitudes

By: Darren Aiello, Scott R. Baker, Tetyana Balyuk, Marco Di Maggio, Mark J. Johnson and Jason Kotter
We provide a first look into the drivers of household cryptocurrency investing. Analyzing consumer transaction data for millions of U.S. households, we find that, except for high income early adopters, cryptocurrency investors resemble the general population. These... View Details
Keywords: Consumer Finance; Cryptocurrency; Fintech; Inflation; Portfolio Choice; Stimulus; Consumer Behavior; Risk and Uncertainty; Investment
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Aiello, Darren, Scott R. Baker, Tetyana Balyuk, Marco Di Maggio, Mark J. Johnson, and Jason Kotter. "Who Invests in Crypto? Wealth, Financial Constraints, and Risk Attitudes." Harvard Business School Working Paper, No. 23-073, May 2023. (Revised November 2023. NBER Working Paper Series, No. 31856, November 2023)
  • May 2017
  • Article

Experimental Evidence of Pooling Outcomes Under Information Asymmetry

By: William Schmidt and Ryan W. Buell
Operational decisions under information asymmetry can signal a firm's prospects to less-informed parties, such as investors, customers, competitors, and regulators. Consequently, managers in these settings often face a tradeoff between making an optimal decision and... View Details
Keywords: Behavioral Decision Research; Information Asymmetry; Signaling; Decision Choices and Conditions; Alignment
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Schmidt, William, and Ryan W. Buell. "Experimental Evidence of Pooling Outcomes Under Information Asymmetry." Management Science 63, no. 5 (May 2017): 1586–1605.
  • October 2021 (Revised June 2022)
  • Case

PittaRosso: Artificial Intelligence-Driven Pricing and Promotion

By: Ayelet Israeli
PittaRosso, a traditional Italian shoe retailer, is implementing an AI system to provide pricing and promotion recommendations. The system allows them to implement changes that would affect both the top of funnel and bottom of funnel activities for the company: once... View Details
Keywords: Artificial Intelligence; Pricing; Pricing Algorithm; Pricing Decisions; Pricing Strategy; Pricing Structure; Promotion; Promotions; Online Marketing; Data-driven Decision-making; Data-driven Management; Retail; Retail Analytics; AI; Price; Advertising Campaigns; Analytics and Data Science; Analysis; Digital Marketing; Budgets and Budgeting; Marketing Strategy; Marketing; Transformation; Decision Making; AI and Machine Learning; Retail Industry; Italy
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Israeli, Ayelet. "PittaRosso: Artificial Intelligence-Driven Pricing and Promotion." Harvard Business School Case 522-046, October 2021. (Revised June 2022.)
  • Article

Creativity As a Matter of Choice: Prior Experience and Task Instruction As Boundary Conditions for the Positive Effect of Choice on Creativity

By: Roy Y.J. Chua and S. Iyengar
Keywords: Decision Choices and Conditions; Creativity; Information; Outcome or Result
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Chua, Roy Y.J., and S. Iyengar. "Creativity As a Matter of Choice: Prior Experience and Task Instruction As Boundary Conditions for the Positive Effect of Choice on Creativity." Journal of Creative Behavior 42, no. 3 (September 2008): 164–180.
  • Article

When Talk Is "Free": The Effect of Tariff Structure on Usage Under Two- and Three-Part Tariffs

By: Eva Ascarza, Anja Lambrecht and Naufel Vilcassim
In many service industries, firms introduce three-part tariffs to replace or complement existing two-part tariffs. In contrast with two-part tariffs, three-part tariffs offer allowances, or “free” units of the service. Behavioral research suggests that the attributes... View Details
Keywords: Pricing; Nonlinear Pricing; Discrete/continuous Choice Model; Three-part Tariffs; Free Products; Price; Consumer Behavior; Analysis; Learning; Risk and Uncertainty
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Ascarza, Eva, Anja Lambrecht, and Naufel Vilcassim. When Talk Is "Free": The Effect of Tariff Structure on Usage Under Two- and Three-Part Tariffs. Journal of Marketing Research (JMR) 49, no. 6 (December 2012): 882–900.
  • March 2005
  • Article

Short- and Long-term Demand Curves for Stocks: Theory and Evidence on the Dynamics of Arbitrage

By: Robin Greenwood
I develop a framework to analyze demand curves for multiple risky securities at extended horizons in a setting with limits-to-arbitrage. Following an unexpected change in uninformed investor demand for several assets, I predict returns of each security to be... View Details
Keywords: Limits To Arbitrage; Event Studies; Demand Curves; Portfolio Choice; Framework; Demand and Consumers; Change; Risk and Uncertainty; Debt Securities; Forecasting and Prediction; Stocks; Assets; Investment Portfolio; System Shocks; Price; Japan
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Greenwood, Robin. "Short- and Long-term Demand Curves for Stocks: Theory and Evidence on the Dynamics of Arbitrage." Journal of Financial Economics 75, no. 3 (March 2005): 607–649.
  • February 2023 (Revised November 2024)
  • Case

Ronald Reagan: Changing the World

By: Robert Simons and Shirley Sun
This case traces the rise of Ronald Reagan from small town Illinois to two-term president of the United States. An unlikely candidate for the world’s most powerful job, the case describes the different roles that Reagan filled over his life: radio announcer, Hollywood... View Details
Keywords: Politics; Entertainment; Personal Characteristics; Business And Government; Values And Beliefs; Mission And Purpose; Decision Making; Government Administration; Management Style; Power and Influence; United States
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Simons, Robert, and Shirley Sun. "Ronald Reagan: Changing the World." Harvard Business School Case 123-024, February 2023. (Revised November 2024.)
  • February 1995
  • Article

Does Familiarity Breed Trust? The Implications of Repeated Ties on Contractual Choice in Alliances

By: Ranjay Gulati
Keywords: Trust; Contracts; Decision Choices and Conditions; Alliances
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Gulati, Ranjay. "Does Familiarity Breed Trust? The Implications of Repeated Ties on Contractual Choice in Alliances." Academy of Management Journal 38, no. 1 (February 1995): 85–112.
  • October 1997 (Revised May 1998)
  • Case

Decision Making at the Top: The All-Star Sports Catalog Division

By: David A. Garvin and Michael Roberto
Describes a senior management team's strategic decision-making process. The division president faces three options for redesigning the process to address several key concerns. The president has extensive quantitative and qualitative data about the process to guide him... View Details
Keywords: Decision Choices and Conditions; Management Teams; Performance Improvement; Planning; Mathematical Methods; Strategy
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Garvin, David A., and Michael Roberto. "Decision Making at the Top: The All-Star Sports Catalog Division." Harvard Business School Case 398-061, October 1997. (Revised May 1998.)
  • 2017
  • Working Paper

Will a Five-Minute Discussion Change Your Mind? A Countrywide Experiment on Voter Choice in France

By: Vincent Pons
This paper provides the first estimate of the effect of door-to-door canvassing on actual electoral outcomes, via a countrywide experiment embedded in François Hollande's campaign in the 2012 French presidential election. While existing experiments randomized... View Details
Keywords: Voting; Political Elections; France
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Pons, Vincent. "Will a Five-Minute Discussion Change Your Mind? A Countrywide Experiment on Voter Choice in France." Harvard Business School Working Paper, No. 16-079, January 2016. (American Economic Review (forthcoming).)
  • October 2013
  • Case

Decision Making at the Top: The All-Star Sports eBusiness Division

By: David A. Garvin and Michael A. Roberto
Describes a senior management team's strategic decision-making process. The division president faces three options for redesigning the process to address several key concerns. The president has extensive quantitative and qualitative data about the process to guide him... View Details
Keywords: Decision Choices and Conditions; Management Teams; Performance Improvement; Planning; Mathematical Methods; Strategy
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Garvin, David A., and Michael A. Roberto. "Decision Making at the Top: The All-Star Sports eBusiness Division." Harvard Business School Case 314-010, October 2013.
  • Article

The Effect of Providing Peer Information on Retirement Savings Decisions

By: John Beshears, James J. Choi, David Laibson, Brigitte C. Madrian and Katherine L. Milkman
Using a field experiment in a 401(k) plan, we measure the effect of disseminating information about peer behavior on savings. Low-saving employees received simplified plan enrollment or contribution increase forms. A randomized subset of forms stated the fraction of... View Details
Keywords: Saving; Decision Choices and Conditions; Retirement
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Beshears, John, James J. Choi, David Laibson, Brigitte C. Madrian, and Katherine L. Milkman. "The Effect of Providing Peer Information on Retirement Savings Decisions." Journal of Finance 70, no. 3 (June 2015): 1161–1201.
  • June 2024 (Revised August 2024)
  • Case

Revlon India's Turnaround: Navigating Online-Offline Decisions Using a Balanced Scorecard

By: Tatiana Sandino and Samuel Grad
Revlon India was founded as a joint venture in 1995, pairing the industrial conglomerate UMG with the global beauty brand Revlon, Inc. to bring international color cosmetics to India. After growing rapidly and pioneering the Beauty Advisor (BA) model in India, the... View Details
Keywords: Balanced Scorecard; Restructuring; Training; Supply Chain Management; Distribution; E-commerce; Business Model; Business Plan; Decision Choices and Conditions; Marketing Strategy; Alignment; Brands and Branding; Negotiation; Joint Ventures; Strategic Planning; Salesforce Management; Competition; Beauty and Cosmetics Industry; Beauty and Cosmetics Industry; Beauty and Cosmetics Industry; India
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Sandino, Tatiana, and Samuel Grad. "Revlon India's Turnaround: Navigating Online-Offline Decisions Using a Balanced Scorecard." Harvard Business School Case 124-107, June 2024. (Revised August 2024.)
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