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- People (12)
- News (498)
- Research (2,776)
- Events (20)
- Multimedia (24)
- Faculty Publications (1,971)
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- January 2014 (Revised November 2015)
- Background Note
Rational Choice and Managerial Decision-Making
By: Willy Shih
This note discusses Herbert Simon's notion of bounded rationality: how managers may sometimes make suboptimal choices because of their limited ability to access or process information.
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Keywords:
Rational Choice;
Bounded Rationality;
Satisficing;
Herbert Simon;
Agenda-setting;
Choice;
Alternatives;
Decision Making;
Decision Choices and Conditions;
Decisions;
Judgments
Shih, Willy. "Rational Choice and Managerial Decision-Making." Harvard Business School Background Note 614-048, January 2014. (Revised November 2015.)
- 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...
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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
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.
- 2018
- Working Paper
Semi-Parametric Estimation of Dynamic Discrete Choice Models
By: David Hao Zhang
I develop a new method for estimating counterfactuals in dynamic discrete choice models, a widely used set of models in economics, without requiring a distributional assumption on utility shocks. Applying my method to the canonical Rust (1987) setting, I find that the...
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Zhang, David Hao. "Semi-Parametric Estimation of Dynamic Discrete Choice Models." Working Paper, April 2018.
- February 2022
- Module Note
Behavioral Economics and Choice Architecture
By: John Beshears
This module note for instructors describes a module on the design of choice architecture solutions to organizational problems.
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Keywords:
Behavioral Economics;
Choice Architecture;
Organizations;
Problems and Challenges;
Decision Choices and Conditions;
Economics
Beshears, John. "Behavioral Economics and Choice Architecture." Harvard Business School Module Note 922-029, February 2022.
- 2023
- Working Paper
Cognitive Uncertainty in Intertemporal Choice
By: Benjamin Enke and Thomas Graeber
This paper studies the relevance of cognitive uncertainty – subjective uncertainty over one's utility-maximizing action – for understanding and predicting intertemporal choice. The main idea is that when people are cognitively noisy, such as when a decision is complex,...
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Keywords:
Cognitive Uncertainty;
Intertemporal Choice;
Cognition and Thinking;
Complexity;
Decision Choices and Conditions
Enke, Benjamin, and Thomas Graeber. "Cognitive Uncertainty in Intertemporal Choice." NBER Working Paper Series, No. 29577, December 2021. (R&R at The Quarterly Journal of Economics.)
- May 2021
- Article
Choice Architecture in Physician–patient Communication: A Mixed-methods Assessment of Physicians' Competency
By: J. Hart, K. Yadav, S. Szymanski, A. Summer, A. Tannenbaum, J. Zlatev, D. Daniels and S.D. Halpern
Background: Clinicians’ use of choice architecture, or how they present options, systematically influences the choices made by patients and their surrogate decision makers. However, clinicians may incompletely understand this influence....
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Keywords:
Choice Architecture;
Health Care and Treatment;
Interpersonal Communication;
Decision Choices and Conditions;
Competency and Skills
Hart, J., K. Yadav, S. Szymanski, A. Summer, A. Tannenbaum, J. Zlatev, D. Daniels, and S.D. Halpern. "Choice Architecture in Physician–patient Communication: A Mixed-methods Assessment of Physicians' Competency." BMJ Quality & Safety 30, no. 5 (May 2021).
- Article
Choice Architects Reveal a Bias Toward Positivity and Certainty
By: David P. Daniels and Julian Zlatev
Biases influence important decisions, but little is known about whether and how individuals try to exploit others’ biases in strategic interactions. Choice architects—that is, people who present choices to others—must often decide between presenting choice sets with...
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Keywords:
Nudges;
Biases;
Strategic Decision Making;
Social Influence;
Choice Architects;
Choice Architecture;
Reflection Effect;
Certainty Effect;
Loss Aversion;
Decision Making;
Risk and Uncertainty;
Power and Influence
Daniels, David P., and Julian Zlatev. "Choice Architects Reveal a Bias Toward Positivity and Certainty." Organizational Behavior and Human Decision Processes 151 (March 2019): 132–149.
- 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...
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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.
- August 2013
- Case
Desi Shack: Location Choice in the Big Apple
By: William R. Kerr and Alexis Brownell
Desi Shack is a “fast casual” restaurant, started by two HBS alumni, that serves Indian and Pakistani cuisine in midtown Manhattan. The founders are looking to expand into a second location and also plan to hire a COO, and there is very little room for error in the...
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Keywords:
Restaurant;
New York City;
Location Choice;
Entrepreneurship;
Food;
Geographic Location;
Food and Beverage Industry;
New York (city, NY)
Kerr, William R., and Alexis Brownell. "Desi Shack: Location Choice in the Big Apple." Harvard Business School Case 814-012, August 2013.
- February 2011
- Article
Dividend Taxes and International Portfolio Choice
By: Mihir Desai and Dhammika Dharmapala
This paper investigates how dividend taxes influence portfolio choices, using the response to the distinctive treatment of a subset of foreign dividends in the Jobs and Growth Tax Relief Reconciliation Act (JGTRRA) of 2003. An open-economy after-tax capital asset...
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Keywords:
Dividends;
Portfolio Choice;
Taxes;
Tax Treaties;
Foreign Portfolio Investment;
Taxation;
Lawfulness;
Economy;
Price;
Equity;
Stocks;
Investment Portfolio;
Opportunities;
Behavior;
United States
Desai, Mihir, and Dhammika Dharmapala. "Dividend Taxes and International Portfolio Choice." Review of Economics and Statistics 93, no. 1 (February 2011): 266–284.
- 2021
- Working Paper
Consumer Choice and Corporate Bankruptcy
By: Samuel Antill and Megan Hunter
Using an incentivized randomized experiment, we estimate the causal effect of a Chapter 11 bankruptcy filing on consumer demand for the bankrupt firm's products. Knowledge of Hertz's Chapter 11 bankruptcy reduces consumers' willingness-to-pay for Hertz by 35%. We show...
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Keywords:
Consumer Choice;
Bankruptcy;
Financial Distress;
Structural Estimation;
Experimental Economics;
Hertz;
Insolvency and Bankruptcy;
Consumer Behavior
Antill, Samuel, and Megan Hunter. "Consumer Choice and Corporate Bankruptcy." Working Paper, August 2021. (Revise & Resubmit, Journal of Finance.)
- October 2004 (Revised November 2004)
- Exercise
Negotiation Choices
Negotiation often presents us with choices about how best to achieve our goals.
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Keywords:
Negotiation
Wheeler, Michael A. "Negotiation Choices." Harvard Business School Exercise 905-045, October 2004. (Revised November 2004.)
- January 2017
- Article
Should You Sleep on It? The Effects of Overnight Sleep on Subjective Preference-based Choice
By: Uma R. Karmarkar, Baba Shiv and Rebecca M.C. Spencer
Conventional wisdom and studies of unconscious processing suggest that sleeping on a choice may improve decision-making. Though sleep has been shown to benefit several cognitive tasks, including problem solving, its impact on everyday choices remains unclear. Here we...
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Keywords:
Decision Making;
Choice;
Sleep;
Choice Sets;
Confidence;
Consumer Psychology;
Consumer Preferences;
Decision Choices and Conditions;
Consumer Behavior
Karmarkar, Uma R., Baba Shiv, and Rebecca M.C. Spencer. "Should You Sleep on It? The Effects of Overnight Sleep on Subjective Preference-based Choice." Journal of Behavioral Decision Making 30, no. 1 (January 2017): 70–79.
- Article
Assent-maximizing Social Choice
By: Katherine A. Baldiga and Jerry R. Green
We take a decision theoretic approach to the classic social choice problem, using data on the frequency of choice problems to compute social choice functions. We define a family of social choice rules that depend on the population's preferences and on the probability...
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Keywords:
Decision Choices and Conditions;
Theory;
Measurement and Metrics;
Mathematical Methods;
Society
Baldiga, Katherine A., and Jerry R. Green. "Assent-maximizing Social Choice." Social Choice and Welfare 40, no. 2 (February 2013): 439–460.
- October 2004
- Case
Costing Alternative Choices
By: David F. Hawkins and Jacob Cohen
Discusses the role of differential cost and revenues in solving alternative choice problems.
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Hawkins, David F., and Jacob Cohen. "Costing Alternative Choices." Harvard Business School Case 105-035, October 2004.
- July 2012
- Article
Discrete Choice Cannot Generate Demand That Is Additively Separable in Own Price
By: Sonia Jaffe and Scott Duke Kominers
We show that in a unit demand discrete choice framework with at least three goods, demand cannot be additively separable in own price. This result sharpens the analogous result of Jaffe and Weyl (2010) in the case of linear demand and has implications for testing of...
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Keywords:
Discrete Choice;
Unit Demand;
Separable Demand;
Linear Demand;
Demand and Consumers;
Market Design;
Mathematical Methods;
Economics
Jaffe, Sonia, and Scott Duke Kominers. "Discrete Choice Cannot Generate Demand That Is Additively Separable in Own Price." Economics Letters 116, no. 1 (July 2012): 129–132.
- November 2016
- Article
Spatial Organization of Firms and Location Choices Through the Value Chain
By: Juan Alcacer and Mercedes Delgado
We explore the impact of geographically bounded, intra-firm linkages (internal agglomerations) and geographically bounded, inter-firm linkages (external agglomerations) on firms' location strategies. Using data from the Census Bureau's Longitudinal Business Database,...
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Keywords:
Location Choices;
Agglomeration Economies;
Value Chain;
Organization Theory;
Geographic Location;
Business Strategy
Alcacer, Juan, and Mercedes Delgado. "Spatial Organization of Firms and Location Choices Through the Value Chain." Management Science 62, no. 11 (November 2016).
- 2014
- Article
Delaware's Choice
This article first documents the shift to annual elections of all directors at most U.S. corporations and argues that the alternative of "ineffective" staggered boards would have been more desirable, as a policy matter, but is now a missed opportunity. Using this...
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Subramanian, Guhan. "Delaware's Choice." Delaware Journal of Corporate Law 39, no. 1 (2014). (Delivered as the 29th Annual Francis G. Pileggi Distinguished Lecture in Law in Wilmington, Delaware in November 2013. Selected by academics as one of the “top ten” articles in corporate/securities law for 2014, out of 560 articles published in that year.)
- 2019
- Working Paper
Relative Performance Transparency: Effects on Sustainable Choices
By: Ryan W. Buell, Shwetha Mariadassou and Yanchong Zheng
We study how transparency into the levels and changes of relative sustainability performance affects consumer choices. Our work considers two forms of transparency: process transparency, in which customers receive information about the company's sustainability...
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Keywords:
Relative Performance Tranparency;
Process Transparency;
Customer Transparency;
Levels;
Changes;
Reflectiveness;
Self-serving Attribution Biases;
Sustainability;
Consumer Choice
Buell, Ryan W., Shwetha Mariadassou, and Yanchong Zheng. "Relative Performance Transparency: Effects on Sustainable Choices." Harvard Business School Working Paper, No. 19-079, January 2019.
- 01 Dec 2018
- News
Hard Choices
choices we face. Regards, Dean Nitin Nohria I suspect there’s a great deal that most of us can agree on about capitalism. The free enterprise system, of which HBS is an essential part, has lifted billions of people around the world out of...
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Keywords:
Seth Klarman (MBA 1982)