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TeachingInterests

Behavioral Economics and Applications in Markets (Econ 970, Spring 2013 and 2014)

Second-year undergraduate course introducing students to academic research in the field of behavioral economics. The course covers key models of time-inconsistent preferences, overconfidence, social preferences, and projection bias. The students are introduced to... View Details

2021
Article

Fair Algorithms for Infinite and Contextual Bandits

By: Matthew Joseph, Michael J Kearns, Jamie Morgenstern, Seth Neel and Aaron Leon Roth

We study fairness in linear bandit problems. Starting from the notion of meritocratic fairness introduced in Joseph et al. [2016], we carry out a more refined analysis of a more general problem, achieving better performance guarantees with fewer modelling assumptions... View Details

Keywords: Algorithms; Bandit Problems; Fairness; Mathematical Methods

June 2023 (Revised April 2025)
Case

Optimalen Capital

By: Malcolm Baker, Elisabeth Kempf and Jonathan Wallen

A new client portfolio manager at a quantitative investment management firm must explain why her firm, Optimalen Capital, has rebalanced a client portfolio with a set of trades that seem unintuitive. In particular, Optimalen has added to its position of Walmart (ticker... View Details

Keywords: Investments; CAPM; Capital Asset Pricing Model; Investment Portfolio; Asset Pricing; Stocks

July 2016
Article

Taxation, Corruption, and Growth

By: Philippe Aghion, Ufuk Akcigit, Julia Cagé and William R. Kerr

We build an endogenous growth model to analyze the relationships between taxation, corruption, and economic growth. Entrepreneurs lie at the center of the model and face disincentive effects from taxation but acquire positive benefits from public infrastructure.... View Details

Keywords: Endogenous Growth; Public Goods; Corruption; Crime and Corruption; Entrepreneurship; Taxation; Economic Growth

2020
Working Paper

On the Representativeness of Voter Turnout

By: Louis Kaplow and Scott Duke Kominers

Prominent theory research on voting uses models in which expected pivotality drives voters' turnout decisions and hence determines voting outcomes. It is recognized, however, that such work is at odds with Downs's paradox: in practice, many individuals turn out for... View Details

Keywords: Voter Turnout; Paradox Of Voting; Pivotality; Elections; Model; Voting; Behavior; Theory

2017
Working Paper

Innovation, Reallocation and Growth

By: Daron Acemoglu, Ufuk Akcigit, Harun Alp, Nicholas Bloom and William R. Kerr

We build a model of firm-level innovation, productivity growth, and reallocation featuring endogenous entry and exit. A new and central economic force is the selection between high- and low-type firms, which differ in terms of their innovative capacity. We estimate the... View Details

Keywords: Entry; Growth; Industrial Policy; Innovation; R＆D; Reallocation; Selection; Business Ventures; Resource Allocation; Performance Productivity; Policy; Research and Development; Innovation and Invention; Growth and Development; United States

March 2024 (Revised January 2025)
Case

Hippo: Weathering the Storm of the Home Insurance Crisis

By: Lauren Cohen, Grace Headinger and Sophia Pan

Rick McCathron, CEO of Hippo, considered how the firm’s underwriting model could account for the effects of climate change. Along with providing smart home packages, targeting risk-friendly customers, and using data-driven pricing, the Insurtech used technologically... View Details

January 1990 (Revised November 1990)
Background Note

Note on Compensation and Incentive Systems

Provides a brief analysis of issues in the design of an effective compensation system, with particular emphasis on incentives. Provides an analytic framework for thinking about compensation. Topics covered include the composition of the pay package, fringe benefits,... View Details

Keywords: Motivation and Incentives; Compensation and Benefits

2022
Working Paper

Stories, Statistics and Memory

By: Thomas Graeber, Christopher Roth and Florian Zimmermann

For most decisions, we rely on information encountered over the course of days, months or years. We consume this information in various forms, including abstract summaries of multiple data points – statistics – and contextualized anecdotes about individual instances... View Details

Keywords: Decision Choices and Conditions; Information Types; Media; Cognition and Thinking

January 1996
Background Note

Creativity and Innovation in Organizations

By: Teresa M. Amabile

Creativity, the production of new and useful ideas by individuals or teams, can appear in many forms and many functions within firms of all kinds--from entrepreneurial start-ups to well-established enterprises. This note describes the varieties of creativity in... View Details

Keywords: Change Management; Entrepreneurship; Collaborative Innovation and Invention; Management Analysis, Tools, and Techniques; Organizational Design; Situation or Environment; Creativity

June 1995 (Revised October 1996)
Case

Lexus and the USTR

By: John A. Quelch

Lexus executives and dealers in the United States are debating how to respond to the U.S. Trade Representative's announcement of 100% tariffs on 13 models of Japanese luxury imported cars. View Details

Keywords: Marketing Strategy; Taxation; Luxury; Trade; Auto Industry; Japan; United States

September 2013 (Revised April 2014)
Case

Trader Joe's

By: David L. Ager and Michael A. Roberto

Based on a variety of metrics, Trader Joe's ranked as one of the most successful grocers in the United States in 2013. Experts estimated that the company had the highest sales per square foot of any major grocery chain, even significantly higher than top performer... View Details

Keywords: Core Competencies; Growth Strategy; Strategic Positioning; Industry Analysis; Competitive Strategy; Competitive Advantage; Organizational Culture; Growth and Development Strategy; Food and Beverage Industry; Food and Beverage Industry; United States

March 1985 (Revised November 1985)
Case

Wilmington Tap and Die

By: Robert S. Kaplan

The general manager of a division manufacturing taps and dies must decide whether to continue a major capital investment program. The program was designed to replace aging mechanical machines with modern, electronically controlled equipment. A post-audit, after an... View Details

Keywords: Capital Budgeting; Investment; Accounting Audits; Cost Management; Technological Innovation; Information Technology; Performance Productivity; Production; Management Analysis, Tools, and Techniques; Manufacturing Industry

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February 2021 (Revised February 2021)
Background Note

eGrocery and the Role of Data for CPG Firms

By: Ayelet Israeli, Fedor (Ted) Lisitsyn and Mark A. Irwin

This notes provides information about the eGrocery industry and how traditional CPG companies handle this channel and potential data. It is recommended to use together with a series of exercises entitled: "E-Commerce Analytics for CPG Firms (A), (B), and (C)." View Details

Video

Chavan and Banerji-Social Impact

Dr. Rukmini Banerji, Chief Executive Officer of Pratham Education Foundation, relates how the organization has sought to implement simple educational tools and models for others to follow. View Details

2012
Working Paper

An Outside-Inside Evolution in Gender and Professional Work

By: Lakshmi Ramarajan, Kathleen McGinn and Deborah Kolb

We study the process by which a professional service firm reshaped its activities and beliefs over nearly two decades as it adapted to shifts in the social discourse regarding gender and work. Analyzing archival data from the firm over eighteen years and... View Details

Keywords: Professional Service Firms; Social Institutions; Organizational Learning; Organizational Change and Adaptation; Employment; Gender; Society; Service Industry

11 Jan 2010
Research & Ideas

Mixing Open Source and Proprietary Software Strategies

Adopting a new business model can be a strategic, game-changing play in any industry. But knowing when and how to try something new can be tricky, particularly in the constantly evolving software industry.... View Details

Keywords: by Julia Hanna; Web Services

November 10, 2020
Article

Value-Based Health Care in Four Different Health Care Systems

By: Mjåset Christer, Umar Ikram, Navraj S. Nagra and Thomas W. Feeley

Health care systems across the world have increasingly embraced a value-based health care (VBHC) agenda. They do so for different reasons, using different foundations, and variations on the tools and tactics to effect their strategic goals. The role of governments,... View Details

Keywords: Value-based Health Care; Comparative Analysis; Health Care and Treatment; Value; Global Range; Performance Improvement

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Program

Mergers and Acquisitions

HBS When you participate in an Executive Education program on the HBS campus, you enter an immersive experience where every aspect of the learning model has been carefully designed to facilitate your growth. Your learning will take place... View Details

Article

The Nature of Stochastic Equilibria

By: Jerry R. Green and Mukul Majumdar

This paper formulates the notion of stochastic equilibria as invariant probability distributions consistent with the behavior patterns of individuals and the disequilibrium adjustment mechanism of the economy. Conditions for existence, uniqueness, and stability of such... View Details

Keywords: Stochastic Equilibria; Econometric Models

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