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September–October 2020
Article

Managing Churn to Maximize Profits

By: Aurelie Lemmens and Sunil Gupta

Customer defection threatens many industries, prompting companies to deploy targeted, proactive customer retention programs and offers. A conventional approach has been to target customers either based on their predicted churn probability or their responsiveness to a... View Details

Keywords: Churn Management; Defection Prediction; Loss Function; Stochastic Gradient Boosting; Customer Relationship Management; Consumer Behavior; Profit

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June 2014 (Revised May 2017)
Case

Southeastern Asset Management Challenges Buyout at Dell

By: Paul Healy, Suraj Srinivasan and Aldo Sesia

In late 2012, Michael Dell wants to take Dell Inc., the company he founded, private. Mr. Dell believes that the successful company's transformation from a personal computer (PC) manufacturer to an enterprise solutions and services provider (ESS) is dependent on going... View Details

February 2025
Case

Align Partners and SM Entertainment: Korean Shareholder Activism Meets K-Pop (A)

By: Charles CY Wang and Billy Chan

For years, institutional investors had experienced very limited success in influencing the management of listed companies through shareholder activist campaigns in Korea. The common practice of circular ownership and public resentment toward foreign shareholder... View Details

Keywords: Financial Reporting; Public Equity; Stocks; Investment Activism; Music Entertainment; Corporate Governance; Entertainment and Recreation Industry; South Korea

05 Jan 2021
Working Paper Summaries

The ESG-Innovation Disconnect: Evidence from Green Patenting

Keywords: by Lauren Cohen, Umit G. Gurun, and Quoc H. Nguyen

2019
Working Paper

Managing Churn to Maximize Profits

By: Aurelie Lemmens and Sunil Gupta

Customer defection threatens many industries, prompting companies to deploy targeted, proactive customer retention programs and offers. A conventional approach has been to target customers either based on their predicted churn probability, or their responsiveness to a... View Details

Keywords: Churn Management; Defection Prediction; Loss Function; Stochastic Gradient Boosting; Customer Relationship Management; Consumer Behavior; Profit

December 2015 (Revised May 2016)
Case

Jibo: A Social Robot for the Home

By: Jeffrey J. Bussgang and Christine Snively

In January 2015, Jibo Inc. had completed a raise of $25.3 million in Series A financing after a successful 2014 crowdfunding campaign for preorders of Jibo, the first social robot for the home. Over 4,800 Jibo units were preordered, generating $2.6 million in sales. On... View Details

Keywords: Business Development; Entrepreneurship; Applications and Software; Information Infrastructure; Business Startups; Technology Industry

February 2025
Supplement

Align Partners and SM Entertainment: Korean Shareholder Activism Meets K-Pop (B)

By: Charles CY Wang and Billy Chan

For years, institutional investors had experienced very limited success in influencing the management of listed companies through shareholder activist campaigns in Korea. The common practice of circular ownership and public resentment toward foreign shareholder... View Details

Keywords: Financial Reporting; Public Equity; Stocks; Investment Activism; Music Entertainment; Corporate Governance; Entertainment and Recreation Industry; South Korea

February 2011
Case

Barceló Hotels and Resorts (A)

By: John T. Gourville and Marco Bertini

Barcelo Hotels and Resorts must decide whether to allow its many hotels to continue to undertake separate promotional campaigns or to run, for the first time, a broad corporate-level promotion. Complicating the decision is the fact that the many hotels in its portfolio... View Details

Keywords: Brand Management; Sales Promotions; Brands and Branding; Price; Strategy; Corporate Strategy; Accommodations Industry

October 2021 (Revised October 2022)
Case

The Opioid Settlement and Controversy Over CEO Pay at AmerisourceBergen

By: Suraj Srinivasan and Li-Kuan Ni

In 2020, AmerisourceBergen Corporation, a Fortune 50 company in the drug distribution industry, agreed to settle thousands of lawsuits filed nationwide against the company for its opioid distribution practices that critics alleged had contributed to the nationwide... View Details

March 1997 (Revised November 1997)
Case

Incidents in Foreign Direct Investment

By: Louis T. Wells Jr. and Courtenay Sprague

Presents seven examples (i.e., incidents) of conflict concerning foreign direct investment. The incidents lay the framework for discussion of issues such as the jurisdiction of the WTO and the U.S. position, the Helms-Burton Act of 1996 and its political implications,... View Details

Keywords: Trade; International Finance; Foreign Direct Investment; Laws and Statutes; United States

March 2018
Case

Sachem Head's Activism at Autodesk

By: Suraj Srinivasan and Quinn Pitcher

In 2015, activist hedge fund Sachem Head Capital, led by founder Scott Ferguson, launched an activist campaign at computer aided design (CAD) software maker Autodesk. The activist campaign, waged mainly in private, was over Autodesk's lackluster financial performance,... View Details

Keywords: Shareholder Activism; Investing; Activist Investing; Technology; CEO Turnover; Hedge Fund Activism; Benchmarking; Corporate Governance; Information Technology; Investment Activism; Performance Improvement; Management Succession; United States

2017
Report

The American Angel: The First In-Depth Report on the Demographics and Investing Activity of Individual American Angel Investors

By: Laura Huang, Andy Wu, Min Ju Lee, Jiayi Bao, Marianne Hudson and Elaine Bolle

Early-stage financing from angel investors is critical to the success of high-growth startups. Recent estimates suggest that annual US angel investment activity may total as much as $24 billion each year, contributing to the growth and success of more than 64,000... View Details

Keywords: Angel Investors; Geography; Risk; Entrepreneurship; Venture Capital; Demographics; Geographic Location; Decision Making; Financial Services Industry; Technology Industry; United States

06 Jun 2023
Cold Call Podcast

The Opioid Crisis, CEO Pay, and Shareholder Activism

Keywords: Re: Suraj Srinivasan; Health; Pharmaceutical; Distribution

February 2018
Case

Whole Foods and JANA Partners

By: Suraj Srinivasan and Quinn Pitcher

In 2017, JANA Partners decided to launch an activist campaign at struggling supermarket chain Whole Foods Market. The company had struggled for the past several years, and JANA thought the presence of new directors could help turn around its operations, while Whole... View Details

Keywords: Corporate Governance; Information Technology; Institutional Investing; Investment Activism; United States

March 2004 (Revised April 2005)
Case

International Rivers Network and the Bujagali Dam Project (A)

By: Benjamin C. Esty and Aldo Sesia

In the summer of 2002, the International Rivers Network (IRN), an environmental NGO located in Berkeley, California, was engaged in what appeared to be the last hours of a three year campaign to stop a $582 million dam and hydropower project at Bujagali Falls in... View Details

Keywords: Ethics; Corporate Disclosure; Project Finance; Investment; Environmental Sustainability; Projects; Developing Countries and Economies; Energy Industry; Uganda

28 Jun 2011
First Look

First Look: June 28

and George Serafeim Publication:Journal of Finance (forthcoming) Abstract In tests of the equity market timing theory of external finance, the prior literature has used overvaluation identifiers such as high market-to-book and high prior... View Details

Keywords: Sean Silverthorne

March 2016 (Revised March 2022)
Teaching Note

Evive Health and Workplace Influenza Vaccinations

By: John Beshears

Evive Health is a company that manages communication campaigns on behalf of health insurance plans and large employers. Using big data techniques and insights from behavioral economics, Evive deploys targeted and effective messages that improve individuals' health... View Details

2024
Working Paper

Voting Rules, Turnout, and Economic Policies

By: Enrico Cantoni, Vincent Pons and Jérôme Schäfer

In recent years, voter ID laws and convenience voting have generated heated partisan debates. To shed light on these policy issues, we survey the recent evidence on the institutional determinants and effects of voter turnout and broaden the perspective beyond the most... View Details

Keywords: Voting; Political Elections; Policy

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November 1994
Case

Spectrum Equity Investors, L.P.

Brion Applegate and Bill Collatos had already started a fund-raising campaign for their new venture-capital fund when the principals of a prestigious Wall Street investment bank asked them to become the two senior partners of an in-house $150 million fund. The case... View Details

Keywords: Venture Capital; Personal Development and Career; Entrepreneurship

October 2005 (Revised September 2006)
Case

Museum of Fine Arts Boston

By: V. Kasturi Rangan and Marie Bell

One of Boston's main cultural attractions, the Museum of Fine Arts (MFA), has experienced a steady decline of its core audience over the last decade. The museum's executive director attempted to bridge the shortfall by staging new, innovative, special exhibitions,... View Details

Keywords: Product Marketing; Growth Management; Innovation Leadership; Capital; Financing and Loans; Service Operations; Consumer Behavior

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