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- 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... View Details
Zhang, David Hao. "Semi-Parametric Estimation of Dynamic Discrete Choice Models." Working Paper, April 2018.
- 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... View Details
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.
- September 2019
- Article
Optimizing Reserves in School Choice: A Dynamic Programming Approach
By: Franklyn Wang, Ravi Jagadeesan and Scott Duke Kominers
We introduce a new model of school choice with reserves in which a social planner is constrained by a limited supply of reserve seats and tries to find an optimal matching according to a social welfare function. We construct the optimal distribution of reserves via a... View Details
Wang, Franklyn, Ravi Jagadeesan, and Scott Duke Kominers. "Optimizing Reserves in School Choice: A Dynamic Programming Approach." Operations Research Letters 47, no. 5 (September 2019): 438–446.
- 2021
- Article
The Virtues and Limitations of Dynamic Capabilities
By: Bharat Anand and David J. Collis
Dynamic capabilities have been identified as a key determinant of competitive advantage. This paper explores the foundations of dynamic capabilities, and the limits to their effectiveness, first theoretically and then through the case of Danaher, the most successful... View Details
Keywords: Dynamic Capabilities; Danaher; Resources; Theory Of The Firm; Value-based Strategy; Organizations; Performance Effectiveness; Competitive Advantage; Strategy
Anand, Bharat, and David J. Collis. "The Virtues and Limitations of Dynamic Capabilities." Strategic Management Review 2, no. 1 (2021): 47–78.
- Article
Dynamic Consumption and Portfolio Choice with Stochastic Volatility in Incomplete Markets
By: George Chacko and Luis M. Viceira
Chacko, George, and Luis M. Viceira. "Dynamic Consumption and Portfolio Choice with Stochastic Volatility in Incomplete Markets." Review of Financial Studies 18, no. 4 (Winter 2005).
- 2013
- Dissertation
Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics
By: Clarence Lee, Vineet Kumar and Sunil Gupta
Abstract. Over the past decade "freemium" (free + premium) has become the dominant business model among internet start-ups for its ability to acquire and monetize a large install-base with limited marketing resources. Freemium is a hybrid strategy where a firm offers... View Details
- September–October 2013
- Article
The Dynamic Advertising Effect of Collegiate Athletics
By: Doug J. Chung
I measure the spillover effect of intercollegiate athletics on the quantity and quality of applicants to institutions of higher education in the United States, popularly known as the "Flutie Effect." I treat athletic success as a stock of goodwill that decays over... View Details
Keywords: Choice Modeling; Entertainment Marketing; Heterogeneity; Panel Data; Structural Modeling; Rights; Analytics and Data Science; Higher Education; Ethics; Consumer Behavior; Advertising; Sports; Advertising Industry; Education Industry
Chung, Doug J. "The Dynamic Advertising Effect of Collegiate Athletics." Marketing Science 32, no. 5 (September–October 2013): 679–698. (Lead article. Featured in HBS Working Knowledge.)
- September 2014
- Article
Structural Models of Complementary Choices
By: Steven T. Berry, Ahmed Khwaja, Vineet Kumar, Andres Musalem, Kenneth C. Wilbur, Greg Allenby, Bharat Anand, Pradeep K. Chintagunta, W. Michael Hanemann, Przemyslaw Jeziorski and Angelo Mele
Complementary choices are important and pervasive yet occasionally elusive. Single consumers make complementary choices in purchase decisions (e.g., chips and salsa), product inter-operabilities (smartphones and networks), and dynamic decisions (current exercise and... View Details
Berry, Steven T., Ahmed Khwaja, Vineet Kumar, Andres Musalem, Kenneth C. Wilbur, Greg Allenby, Bharat Anand, Pradeep K. Chintagunta, W. Michael Hanemann, Przemyslaw Jeziorski, and Angelo Mele. "Structural Models of Complementary Choices." Marketing Letters 25, no. 3 (September 2014): 245–256.
- October 2010 (Revised January 2012)
- Case
Hony, CIFA, and Zoomlion: Creating Value and Strategic Choices in a Dynamic Market
By: Josh Lerner and Yiwen Jin
The private equity group Hony Capital considers what to do with their investment in Zoomlion, which has been successful to date. The question is whether to take their money off the table or to invest in their acquisition of a large Italian competitor. View Details
Keywords: Private Equity; Financial Strategy; Investment; Emerging Markets; Financial Services Industry; China
Lerner, Josh, and Yiwen Jin. "Hony, CIFA, and Zoomlion: Creating Value and Strategic Choices in a Dynamic Market." Harvard Business School Case 811-032, October 2010. (Revised January 2012.)
- November 2011
- Teaching Note
Hony, CIFA, and Zoomlion: Creating Value and Strategic Choices in a Dynamic Market (TN)
By: Josh Lerner
Keywords: Growth and Development Strategy
- November 2003 (Revised December 2003)
- Background Note
Note on School Choice in U.S. Public Education
This note surveys school choice in the United States. School choice characterizes the school assignment of approximately 56% of U.S. school-aged children and, in order of popularity, can be categorized into seven types: residential choice, private schools, intra- and... View Details
Leschly, Stig. "Note on School Choice in U.S. Public Education." Harvard Business School Background Note 804-091, November 2003. (Revised December 2003.)
- 2022
- Article
Dynamic Pricing Algorithms, Consumer Harm, and Regulatory Response
By: Alexander MacKay and Samuel N. Weinstein
Pricing algorithms are rapidly transforming markets, from ride-sharing apps, to air travel, to online retail. Regulators and scholars have watched this development with a wary eye. Their focus so far has been on the potential for pricing algorithms to facilitate... View Details
Keywords: Competition Policy; Regulation; Algorithmic Pricing; Dynamic Pricing; Economics; Law And Economics; Law And Regulation; Consumer Protection; Antitrust Law; Industrial Organization; Antitrust Issues And Policies; Technological Change: Choices And Consequences; Competition; Policy; Price; Governing Rules, Regulations, and Reforms; Microeconomics; Duopoly and Oligopoly; Law
MacKay, Alexander, and Samuel N. Weinstein. "Dynamic Pricing Algorithms, Consumer Harm, and Regulatory Response." Washington University Law Review 100, no. 1 (2022): 111–174. (Direct download.)
- 2018
- Working Paper
Opportunistic Returns and Dynamic Pricing: Empirical Evidence from Online Retailing in Emerging Markets
By: Chaithanya Bandi, Antonio Moreno, Donald Ngwe and Zhiji Xu
We investigate how dynamic pricing can lead to more product returns in the online retail industry. Using detailed sales data of more than two million transactions from the Indian online retail market, where price promotions are very common, we document two types of... View Details
Keywords: Cash On Delivery; Dynamic Pricing; Online Retail; Payment Methods; Strategic Customer Behavior; Opportunistic Returns; Price; Policy; Consumer Behavior; Emerging Markets; Retail Industry
Bandi, Chaithanya, Antonio Moreno, Donald Ngwe, and Zhiji Xu. "Opportunistic Returns and Dynamic Pricing: Empirical Evidence from Online Retailing in Emerging Markets." Harvard Business School Working Paper, No. 19-030, September 2018.
- 27 Jan 2012
- Working Paper Summaries
Discretion Within the Constraints of Opportunity: Gender Homophily and Structure in a Formal Organization
- 29 Jun 2011
- Working Paper Summaries
Better-reply Dynamics in Deferred Acceptance Games
Keywords: by Guillaume Haeringer & Hanna Halaburda
- 2011
- Working Paper
Top Executive Background and Financial Reporting Choice
By: Francois Brochet and Kyle Travis Welch
We study the role of executive functional background in explaining management discretion in financial reporting. Taking goodwill impairment as our reporting setting, we focus on top executives (CEOs and CFOs) whose employment history includes experience in investment... View Details
Keywords: Financial Reporting; Goodwill Accounting; Experience and Expertise; Decision Choices and Conditions; Managerial Roles; Agency Theory
Brochet, Francois, and Kyle Travis Welch. "Top Executive Background and Financial Reporting Choice." Harvard Business School Working Paper, No. 11-088, February 2011. (Revised November 2011.)
- June–July 2013
- Article
Firm Rivalry, Knowledge Accumulation, and MNE Location Choices
By: Juan Alcacer, Cristian Deszo and Minyuan Zhao
The international business (IB) literature has mostly emphasized the impact of location and firm characteristics on location choices. However, industries with a significant presence of multinational enterprises (MNEs) are oligopolistic in nature, which suggests that... View Details
Keywords: Geographic Location; Competition; Multinational Firms and Management; Knowledge Acquisition; Game Theory; Global Strategy
Alcacer, Juan, Cristian Deszo, and Minyuan Zhao. "Firm Rivalry, Knowledge Accumulation, and MNE Location Choices." Special Issue on The Multinational in Geographic Space. Journal of International Business Studies 44, no. 5 (June–July 2013): 504–520.
- 2025
- Chapter
Critical Choices in Designing a Board: An Overview
By: Suraj Srinivasan and Lynn S. Paine
Board design is never one-size-fits-all. It’s a series of critical choices—each with trade-offs—that can define how a board functions, governs, and delivers strategic value.
That’s the premise of "Critical Choices in Designing a Board," a... View Details
Keywords: Governing and Advisory Boards
Srinivasan, Suraj, and Lynn S. Paine. "Critical Choices in Designing a Board: An Overview." Chap. 3 in Board Structure and Composition, 17–23. Public Company Series. Caxton Business & Legal, Inc., 2025.
- 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
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.
- 23 Oct 2018
- Working Paper Summaries