Publications

March 2022 (Revised January 2025)
Technical Note

Linear Regression

By: Iavor I. Bojinov, Michael Parzen and Paul Hamilton

This note provides an overview of linear regression for an introductory data science course. It begins with a discussion of correlation, and explains why correlation does not necessarily imply causation. The note then describes the method of least squares, and how to... View Details

Keywords: Data Science; Linear Regression; Mathematical Modeling; Mathematical Methods; Analytics and Data Science

September 2019
Article

Household Matters: Revisiting the Returns to Capital Among Female Microentrepreneurs

By: Arielle Bernhardt, Erica Field, Rohini Pande and Natalia Rigol

Multiple field experiments report positive financial returns to capital shocks for male and not female microentrepreneurs. But these analyses overlook the fact that female entrepreneurs often reside with male entrepreneurs. Using data from experiments in India, Sri... View Details

Keywords: Capital Return; Entrepreneurship; Gender; Household; Capital

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December 2019
Article

The Ethical Perils of Personal, Communal Relations: A Language Perspective

By: Maryam Kouchaki, Francesca Gino and Yuval Feldman

The current paper focuses on how the type of relationship that exists between a group and its members influences misconduct by fostering certain perceptions of the group. Using multiple methods, lab- and field-based experiments (N = 1,679), and a large dataset of S&P... View Details

Keywords: Language; Codes Of Conduct; Ethics; Communication; Perception; Behavior

August 2010 (Revised October 2012)
Exercise

To Catch a Vandal: A Power & Influence Exercise

By: Amy J.C. Cuddy, Ruwan Tharindu Gunatilake and Meredith Hodges

This exercise is based on the "Mafia" game created by psychologist Dimma Davidoff, and is designed to give students a broad introduction to multiple theories of influence and to challenge their instincts about which techniques are the most powerful and how they may be... View Details

Keywords: Nonverbal Communication; Knowledge Use and Leverage; Management Analysis, Tools, and Techniques; Management Skills; Groups and Teams; Power and Influence; Trust

July 2001 (Revised March 2002)
Case

Nasdaq Stock Market, Inc., The

By: Andre F. Perold and Austin K Scee

NASDAQ's mission "to facilitate capital formation" is threatened by the emergence of Electronic Communication Networks, which are not as heavily regulated by the SEC. This case reviews the development of NASDAQ and its evolution from a loose network of broker-dealers... View Details

Keywords: Capital Markets; Stocks; Financial Markets; Governing Rules, Regulations, and Reforms; Innovation Strategy; Performance Efficiency; Perspective

19 Jun 2018
News

When Technology Gets Ahead of Society

June 2016
Case

Big Spaceship: The Evolving Agency

By: Boris Groysberg and Matthew G. Preble

This case discusses the evolution of Big Spaceship, an advertising and marketing agency, from a product-focused business to a relationship-oriented one as clients seek deeper and more meaningful long-term partnerships. The 15-year-old company had already evolved... View Details

Keywords: Digital Marketing; Advertising; Advertising Campaigns; Marketing; Organizational Structure; Organizational Design; Organizational Culture; Organizational Change and Adaptation; Social Media; Advertising Industry; United States; New York (city, NY)

February 2022
Supplement

SpartanNash Company: The Amazon Warrants (A)

By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher

As of 12/31/21, Amazon held $22 billion of equity and warrants in related companies. In fact, it often requests a free grant of warrants when it enters into a new commercial agreement with a supplier. Over the past 20 years, Amazon has gotten warrants almost 20... View Details

Keywords: Valuation; Value Creation; Consumer Behavior; Negotiation; Distribution; Ownership; Partners and Partnerships; Business Strategy; Equity; Distribution Industry; Food and Beverage Industry; United States

Program

Private Equity and Venture Capital

portfolio companies and choose appropriate exit strategies Scale your firm by managing deals and integrating operations across multiple locations Expand your personal and professional network Extend your network by living and working with... View Details

Keywords: Finance; Finance

10 Jan 2011
Research & Ideas

Is Groupon Good for Retailers?

some consumers already know and patronize the merchant, so a voucher discount combines multiple effects—it attracts new customers but it may also offer an unnecessary discount to existing customers. We then extend the model to consider... View Details

Keywords: by Carmen Nobel; Advertising; Technology

Program

Risk Management for Corporate Leaders—Virtual

Public relations executives Attendance by multiple company representatives will foster teamwork and amplify the program's impact, particularly in the context of risk management requiring active collaboration between a staff function (the... View Details

Alan D. MacCormack

Alan MacCormack is the MBA Class of 1949 Adjunct Professor of Business Administration at the Harvard Business School, a member of The Digital, Data, and Design (D^3) Institute at Harvard, and a core faculty member... View Details

Keywords: automotive; communications; computer; e-commerce industry; electronics; high technology; information technology industry; internet; semiconductor; software; telecommunications; venture capital industry

October 2008
Article

Evaluating the CEO

By: Stephen P. Kaufman

This article includes a one-page preview that quickly summarizes the key ideas and provides an overview of how the concepts work in practice along with suggestions for further reading. After Kaufman became a CEO, he was struck by how perfunctory the board was in its... View Details

Keywords: Decision Choices and Conditions; Governing and Advisory Boards; Leadership; Managerial Roles; Performance Evaluation; Motivation and Incentives

Program

Managing Health Care Delivery

organizational challenges, it is ideal for teams. Attendance by multiple representatives from your organization not only will foster teamwork but also will amplify impact. A limited number of needs-based partial scholarships are available... View Details

Keywords: Health Care; Health Care

January 2021 (Revised October 2021)
Case

eToro: Building the World's Largest Social Trading Network

By: Elie Ofek and Danielle Golan

Social trading platform eToro was preparing for the launch of its expanded offering in the U.S. The company faced critical decisions regarding product-market fit, go-to-market strategy, positioning and monetization. Moreover, it faced the challenge of how best to make... View Details

Keywords: Social Trading Platform; Investment; Social and Collaborative Networks; Marketing Strategy; Expansion; Digital Platforms

2021
Working Paper

Diversity and Performance in Entrepreneurial Teams

By: Sophie Calder-Wang, Paul A. Gompers and Kevin Huang

We study the role of diversity and performance in the entrepreneurial teams. We exploit a unique dataset of MBA students who participated in a required course to propose and start a real micro-business that allows us to examine horizontal diversity (i.e., within the... View Details

Keywords: Entrepreneurship; Groups and Teams; Diversity; Performance

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January 2023 (Revised August 2023)
Case

Veeva Systems and the Transformation to a Public Benefit Corporation

By: Ranjay Gulati and Allison M. Ciechanover

Peter Gassner, the co-founder and CEO of Veeva Systems, steered the company through rapid scaling from its launch in 2007 to 2022. Year after year, the company had exceeded expectations, with its market capitalization reaching $50 billion at its peak. By 2022, the... View Details

Keywords: Transformation; Corporate Governance; Corporate Social Responsibility and Impact; Mission and Purpose; Organizational Culture; Information Technology Industry; Technology Industry; United States; California