Publications

July 2020
Case

Applying Data Science and Analytics at P&G

By: Srikant M. Datar, Sarah Mehta and Paul Hamilton

Set in December 2019, this case explores how P&G has applied data science and analytics to cut costs and improve outcomes across its business units. The case provides an overview of P&G’s approach to data management and governance, and reviews the challenges associated... View Details

Keywords: Data Science; Analytics; Analysis; Information; Information Management; Information Types; Innovation and Invention; Strategy; Analytics and Data Science; Consumer Products Industry; United States; Ohio

March 2020
Supplement

People Analytics at Teach For America (B)

By: Jeffrey T. Polzer and Julia Kelley

This is a supplement to the People Analytics at Teach For America (A) case. In this supplement, situated one year after the A case, Managing Director Michael Metzger must decide how to apply his team's predictive models generated from the previous year’s data. View Details

Keywords: Analytics; Human Resource Management; Data; Workforce; Hiring; Talent Management; Forecasting; Predictive Analytics; Organizational Behavior; Recruiting; Analytics and Data Science; Forecasting and Prediction; Recruitment; Selection and Staffing; Talent and Talent Management

07 Sep 2012
News

Who's responsible for your happiness at work?

09 Jun 2016
Blog Post

Pursuing an Interest in Nonprofits at HBS

There are a number of ways to pursue an interest in nonprofit organizations while at HBS. I have personally explored this interest through joining the Board Fellows and Social Enterprise Consulting Club, undertaking an Independent... View Details

23 Jul 2018
Blog Post

Summer Snapshot: Interning at a Robotics Start-Up

early stage and stealth mode robotics start-up in the agriculture space as a Business Analysis & Operations Intern. I am the fourth and the only non-technical employee of the company. After working as a management consultant at Bain... View Details

Keywords: Entrepreneurship; Technology

August 2023
Case

Stay or Go? Sarah Reynolds at Kensington Partners

By: David G. Fubini, Amr Seifeldin and Patrick Sanguineti

Sarah Reynolds, a Partner at the global Kensington Partners strategy consulting firm, has headed the firm's Telecommunications Group for a few years. Thanks to her stellar track record with clients, she has brought the group, and herself, a range of accolades and... View Details

Keywords: Consulting; Consulting Firms; Client Service; Career Management; Success; Time Management; Decision Choices and Conditions; Personal Development and Career

21 Dec 2016
News

U.S. manufacturing job openings at 2007 levels

January 2018
Case

Trian Partners' Proxy Contest at Procter & Gamble

By: Suraj Srinivasan and Quinn Pitcher

In July 2017, activist hedge fund Trian Partners announced that it was launching a proxy fight at U.S. consumer goods giant Procter & Gamble. P&G would be the largest company ever subjected to a proxy fight, as Trian sought to have its CEO, Nelson Peltz, elected to the... View Details

Keywords: Investment; Corporate Governance; Institutional Investing; Investment Activism; Business and Shareholder Relations; United States

Q. Who should take the lead in fixing market capitalism? A. Business, not government alone. The spread of capitalism worldwide has made people wealthier than ever before. But capitalism's future is far from assured. Pandemics, income inequality, resource depletion,... View Details

25 Apr 2018
HBS Seminar

Alessandro Acquisti, Heinz College at Carnegie Mellon University

June 2020 (Revised February 2021)
Supplement

Accounting for Leases at American Airlines (B)

By: Jonas Heese, Gerardo Pérez Cavazos and Julia Kelley

This is a supplement to the “Accounting for Leases at American Airlines (A)” case. The (B) case describes American Airlines’ financial results for the first quarter of 2020, as well as the continuing effects of coronavirus on the airline industry. View Details

Keywords: Accounting; Financial Reporting; Financial Statements; Finance; Governance; Corporate Accountability; Corporate Governance; Governing Rules, Regulations, and Reforms; Governing and Advisory Boards; Leasing; Health Pandemics; Accounting Industry; Air Transportation Industry; North and Central America; United States

March 2019
Supplement

Gender and Free Speech at Google (B)

By: Nien-hê Hsieh and Sarah Mehta

In November 2018, 20,000 Google employees participated in a walkout to protest the company’s decision to grant a $90 million exit package to a former executive accused of sexual misconduct. The case explores organizers’ demands and asks how the company’s senior leaders... View Details

Keywords: Free Speech; Ethnicity; Gender; Race; Employees; Employee Relationship Management; Recruitment; Labor; Employment; Lawsuits and Litigation; Technology Industry; United States; California

August 2016
Supplement

CEO Succession at Cisco (B): Announcement Strategy

By: Boris Groysberg, J. Yo-Jud Cheng and Annelena Lobb

Supplements the (A) case (417-031). This case supplement describes Cisco’s communications strategy around the CEO announcement, which focused on controlling the narrative and avoiding leaks. The strategy included both internal and external processes aimed at... View Details

Keywords: Management Succession; Communication Strategy; Technology Industry

December 2023 (Revised February 2024)
Case

21Seeds: Taking Shots at Breakout Growth

By: Elie Ofek, Julian De Freitas, Michael Moynihan and Nicole Tempest Keller

21Seeds, a female-founded flavor-infused tequila startup launched in 2019, had made inroads into the alcoholic beverage industry by focusing on an underserved consumer segment in spirits—women, primarily in their 30s and 40s, many of whom were moms—and by following a... View Details

Keywords: Mergers and Acquisitions; Business Startups; Growth and Development Strategy; Brands and Branding; Product Positioning; Distribution Channels; Sales; Food and Beverage Industry

02 May 2023
What Do You Think?

How Should Artificial Intelligence Be Regulated—if at All?

players, often with unorthodox moves. Sure, at the moment AI causes machines to do dumb things and say things that aren’t true. And yes, AI could spread damaging information even more rapidly and convincingly than social media. Some... View Details

Keywords: by James Heskett; Information Technology; Technology

February 2013 (Revised May 2014)
Case

Women MBAs at Harvard Business School: 1962–2012

By: Boris Groysberg, Kerry Herman and Annelena Lobb

Eight women had first enrolled in Harvard Business School's traditional MBA program in 1963. By 2013, the number of women in the MBA classroom had reached 40%. The 50th anniversary of women's enrollment in the traditional MBA program gave HBS Dean Nitin Nohria the... View Details

Keywords: Business Education; Boston

January 2024 (Revised February 2024)
Case

Data-Driven Denim: Financial Forecasting at Levi Strauss

By: Mark Egan

The case examines Levi Strauss’ journey in implementing machine learning and AI into its financial forecasting process. The apparel company partnered with the IT company Wipro in 2017 to develop a machine learning algorithm that could help Levi Strauss forecast its... View Details

Keywords: Investor Relations; Forecasting; Machine Learning; Artificial Intelligence; Apparel; Corporate Finance; Forecasting and Prediction; AI and Machine Learning; Digital Transformation; Apparel and Accessories Industry; United States

February 1994 (Revised July 2005)
Case

Competitive Information Policy at Pratt & Whitney

By: Lynn S. Paine

Officials at United Technologies Corp. (UTC) must decide on an ethics policy to govern competitive intelligence gathering. The flow of competitor information into the Pratt & Whitney division has declined sharply since adoption of UTC's code of ethics. A rewritten... View Details

Keywords: Policy; Corporate Governance; Ethics; Competition; Information Management; Business or Company Management; Law