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- All HBS Web
(287)
- Faculty Publications (58)
- June 23, 2021
- Article
Research: When A/B Testing Doesn't Tell You the Whole Story
By: Eva Ascarza
When it comes to churn prevention, marketers traditionally start by identifying which customers are most likely to churn, and then running A/B tests to determine whether a proposed retention intervention will be effective at retaining those high-risk customers. While... View Details
Keywords: Customer Retention; Churn; Targeting; Market Research; Marketing; Investment Return; Customers; Retention; Research
Ascarza, Eva. "Research: When A/B Testing Doesn't Tell You the Whole Story." Harvard Business Review Digital Articles (June 23, 2021).
- 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
Lemmens, Aurelie, and Sunil Gupta. "Managing Churn to Maximize Profits." Marketing Science 39, no. 5 (September–October 2020): 956–973.
- 2021
- Working Paper
Going Out or Opting Out? Capital, Political Vulnerability, and the State in China's Outward Investment
By: Meg Rithmire
How do state-business relations interact with outward investment in authoritarian regimes? This paper examines this question in the context of China’s rapid transformation into major capital exporter. While most political economy scholarship focuses on firms’ economic... View Details
Keywords: Outward Investment; Capital Controls; Investment; Global Range; Capital; Globalization; Policy; Government and Politics; China
Rithmire, Meg. "Going Out or Opting Out? Capital, Political Vulnerability, and the State in China's Outward Investment." Harvard Business School Working Paper, No. 20-009, June 2019. (Revised January 2021.)
- 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
Srinivasan, Suraj, and Quinn Pitcher. "Sachem Head's Activism at Autodesk." Harvard Business School Case 118-086, March 2018.
- March 2018
- Teaching Note
Making Target the Target: Boycotts and Corporate Political Activity (A) and (B)
By: Nien-hê Hsieh and Victor Wu
Through the challenges facing Target, the case examines the ways in which corporations can become involved in political and legislative debates and processes, ranging from campaign contributions to lobbying. In 2016, Target CEO Brian Cornell must determine how to... View Details
Keywords: Public Opinion; Social Issues; Corporate Social Responsibility and Impact; Mission and Purpose; Problems and Challenges; Laws and Statutes; Rights; Crisis Management; Risk Management; Media; Political Elections; Taxation; Corporate Accountability; Values and Beliefs; Fairness; Diversity; Customers; Communication; Business and Government Relations; Retail Industry; United States
- 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
Srinivasan, Suraj, and Quinn Pitcher. "Whole Foods and JANA Partners." Harvard Business School Case 118-076, February 2018.
- 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
Huang, Laura, Andy Wu, Min Ju Lee, Jiayi Bao, Marianne Hudson, and Elaine Bolle. "The American Angel: The First In-Depth Report on the Demographics and Investing Activity of Individual American Angel Investors." Report, Overland Park, KS, November 2017.
- June 2017 (Revised August 2018)
- Supplement
Making Target the Target: Boycotts and Corporate Political Activity (B)
By: Nien-hê Hsieh and Victor Wu
Supplements the (A) Case. View Details
Keywords: Campaign Finance Reform; Corporate Political Activity; Lobbying; LGBTQ; Campaign Contributions; Campaign Finance; Retail; Shareholder Activism; Public Opinion; Social Issues; Corporate Social Responsibility and Impact; Mission and Purpose; Problems and Challenges; Laws and Statutes; Rights; Crisis Management; Risk Management; Media; Political Elections; Taxation; Corporate Accountability; Values and Beliefs; Fairness; Diversity; Customers; Communication; Business and Government Relations; Retail Industry; United States
Hsieh, Nien-hê, and Victor Wu. "Making Target the Target: Boycotts and Corporate Political Activity (B)." Harvard Business School Supplement 317-131, June 2017. (Revised August 2018.)
- April 2017 (Revised March 2024)
- Case
Making Target the Target: Boycotts and Corporate Political Activity
By: Nien-hê Hsieh and Victor Wu
Through the challenges facing Target, the case examines ways in which corporations can become involved in political and legislative debates and processes, ranging from campaign contributions to lobbying to political activism. In 2016, Target CEO Brian Cornell must... View Details
Keywords: Boycott; Corporate Political Activity; Lobbying; LGBTQ; Campaign Contributions; Campaign Finance; Retail; Shareholder Activism; Public Opinion; Social Issues; Corporate Social Responsibility and Impact; Mission and Purpose; Problems and Challenges; Laws and Statutes; Rights; Crisis Management; Risk Management; Media; Political Elections; Taxation; Corporate Accountability; Values and Beliefs; Fairness; Diversity; Customers; Communication; Business and Government Relations; Retail Industry; United States
Hsieh, Nien-hê, and Victor Wu. "Making Target the Target: Boycotts and Corporate Political Activity." Harvard Business School Case 317-113, April 2017. (Revised March 2024.)
- 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
Keywords: Vaccination; Influenza; Flu Shot; Preventive Care; Health Care; Behavioral Economics; Choice Architecture; Nudge; Experimental Design; Randomized Controlled Trial; RCT; Causal Inference; Health Care and Treatment; Insurance; Health; Consumer Behavior; Health Testing and Trials; Communication Strategy; Insurance Industry; Health Industry
- Article
The Perils of Proactive Churn Prevention Using Plan Recommendations: Evidence from a Field Experiment
By: Eva Ascarza, Raghuram Iyengar and Martin Schleicher
Facing the issue of increasing customer churn, many service firms have begun recommending pricing plans to their customers. One reason behind this type of retention campaign is that customers who subscribe to a plan suitable for them should be less likely to churn... View Details
Keywords: Churn/retention; Field Experiment; Pricing; Tariff/plan Choice; Targeting; Customer Relationship Management; Price; Performance Effectiveness
Ascarza, Eva, Raghuram Iyengar, and Martin Schleicher. "The Perils of Proactive Churn Prevention Using Plan Recommendations: Evidence from a Field Experiment." Journal of Marketing Research (JMR) 53, no. 1 (February 2016): 46–60.
- 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
Bussgang, Jeffrey J., and Christine Snively. "Jibo: A Social Robot for the Home." Harvard Business School Case 816-003, December 2015. (Revised May 2016.)
- 2014
- Working Paper
Crony Capitalism, American Style: What Are We Talking About Here?
This paper seeks to reduce the ambiguity surrounding our understanding of what crony capitalism is, what it is not, what costs crony capitalism leaves in its wake, and how we might contain it. View Details
Keywords: Democracy; Industrial Governance; Institutional Corruption; Crony Capitalism; Lobbying; Campaign Finance; Costs; Cronyism; Business Ethics; Campaign Finance Reform; Revolving Door; Economic Systems; Ethics; Political Elections; Financing and Loans; United States
Salter, Malcolm S. "Crony Capitalism, American Style: What Are We Talking About Here?" Harvard Business School Working Paper, No. 15-025, October 2014.
- 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
Keywords: Leveraged Buyout Transaction; Leveraged Recapitalization; Management Buyout; Dell, Inc.; Hedge Fund; Corporate Governance Theory; Valuation; Valuation Ratios; Valuation Methodologies; Board Of Directors; Boards Of Directors; Carl Icahn; Computer Services Industries; Proxy Contest; Proxy Battles; Proxy Fight; Proxy Advisor; Financial Accounting; Financial Analysis; Financial Ratios; Finance; Corporate Accountability; Corporate Governance; Corporate Finance; Leveraged Buyouts; Computer Industry; United States
Healy, Paul, Suraj Srinivasan, and Aldo Sesia. "Southeastern Asset Management Challenges Buyout at Dell." Harvard Business School Case 114-015, June 2014. (Revised May 2017.)
- 2016
- Working Paper
Consequences to Directors of Shareholder Activism
By: Ian D. Gow, Sa-Pyung Sean Shin and Suraj Srinivasan
Using a comprehensive sample for 2004–2012, we examine the impact of shareholder activist campaigns on the careers of directors of targeted firms. We find that activism is associated with directors being almost twice as likely to leave—and performance-sensitivity of... View Details
Keywords: Shareholder Activism; Hedge Funds; Independent Directors; Director Reputation; Accountability; Shareholder Voting; Voting; Retention; Investment Funds; Management Teams; Investment Activism
Gow, Ian D., Sa-Pyung Sean Shin, and Suraj Srinivasan. "Consequences to Directors of Shareholder Activism." Harvard Business School Working Paper, No. 14-071, February 2014. (Revised May 2016.)
- 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
Lemmens, Aurelie, and Sunil Gupta. "Managing Churn to Maximize Profits." Harvard Business School Working Paper, No. 14-020, September 2013. (Revised December 2019. Forthcoming at Marketing Science.)
- November 2012
- Case
Occupy Wall Street
By: Rakesh Khurana and Eric Baldwin
This case examines the Occupy Wall Street movement, which emerged in late 2011 in response to the fallout from the global financial crisis of 2008 and the economic downturn that followed. Occupy Wall Street was born out of a sense of frustration with both a global... View Details
- 2011
- Working Paper
From Single Deals to Negotiation Campaigns
By: David A Lax and James K. Sebenius
Negotiation scholars typically take the individual deal, or a few linked deals, as the unit of analysis. While analyzing one deal requires a familiar conceptual framework, doing the same for a broader "negotiation campaign" calls for a different focus and set of... View Details
Keywords: Negotiation Deal; Framework; Business Subsidiaries; Agreements and Arrangements; Mergers and Acquisitions; Information Management; Finance; Business and Shareholder Relations; Corporate Governance; Business and Government Relations; Governing Rules, Regulations, and Reforms; Cross-Cultural and Cross-Border Issues
Lax, David A., and James K. Sebenius. "From Single Deals to Negotiation Campaigns." Harvard Business School Working Paper, No. 12-046, December 2011.
- September 2011 (Revised August 2013)
- Case
The Pepsi Refresh Project: A Thirst for Change
By: Michael I. Norton and Jill Avery
In 2010, for the first time in 23 years, PepsiCo did not invest in Superbowl advertising for its iconic brand. Instead, the company diverted this $20 million to the social media-fueled Pepsi Refresh Project: PepsiCo's innovative cause-marketing program in which... View Details
Keywords: Risk Management; Marketing Strategy; Customer Focus and Relationships; Advertising Campaigns; Investment Return; Brands and Branding; Marketing Communications; Social Marketing; Cost vs Benefits; Food and Beverage Industry
Norton, Michael I., and Jill Avery. "The Pepsi Refresh Project: A Thirst for Change." Harvard Business School Case 512-018, September 2011. (Revised August 2013.)
- 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
Gourville, John T., and Marco Bertini. "Barceló Hotels and Resorts (A)." Harvard Business School Case 511-108, February 2011.