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Article

Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)

By: Eva Ascarza and Ayelet Israeli

An inherent risk of algorithmic personalization is disproportionate targeting of individuals from certain groups (or demographic characteristics such as gender or race), even when the decision maker does not intend to discriminate based on those “protected”... View Details

Keywords: Algorithm Bias; Personalization; Targeting; Generalized Random Forests (GRF); Discrimination; Customization and Personalization; Decision Making; Fairness; Mathematical Methods

February 2017
Case

GE Digital

By: Rajiv Lal and Scott Johnson

Known for manufacturing industrial equipment, GE has decided to invest in software and analytics capabilities to become a digital industrial company. They have also created a software platform that they hope will power the Industrial Internet. GE executives forecasted... View Details

Keywords: GE; General Electric; Manufacturing; Industrial Internet; Wind Power; Digital Manufacturing; Renewable Energy; Energy; Innovation and Management; Innovation Strategy; Organizational Change and Adaptation; Organizational Culture; Applications and Software; Growth and Development Strategy; Transformation; Green Technology Industry; Technology Industry; Manufacturing Industry; North America

November 2022
Case

GE: A New Way Forward?

By: David J. Collis and Haisley Wert

One of the most iconic American companies, General Electric (GE) was founded in 1892 in New York state. Named among the original dozen companies on the Dow Jones index in 1896, it was the list’s most tenacious holdout, maintaining its “blue chip” stock status for over... View Details

Keywords: Strategy; GE; Conglomerate; Conglomerates; Corporate Strategy; Management; History; Leadership; Problems and Challenges; Change Management; Transformation; Strategic Planning; Value Creation; New York (state, US)

24 Jun 2013
Working Paper Summaries

The Entrepreneurial Gap: How Managers Adjust Span of Accountability and Span of Control to Implement Business Strategy

Keywords: by Robert L. Simons

October 2017
Case

LeBron James: Building a Hollywood Empire

By: Anita Elberse

It is June 2016. Superstar basketball player LeBron James and his childhood friend and business partner Maverick Carter are celebrating James’ third NBA championship. The duo will soon have to decide on a strategy for their media businesses—their film and television... View Details

September 2020 (Revised May 2024)
Case

Hot Wheels: Launching The Mixed Play Experience

By: Elie Ofek, Andres Terech and Nicole Tempest Keller

Chris Down, Global Brand General Manager for Hot Wheels, and his team from the Advanced Play Group within Mattel, Inc., had developed an entirely new “mixed play” product experience that blended familiar Hot Wheels play in the physical world with breakthrough play in... View Details

Keywords: Toys; Go-to-market Strategy; Product Development; Technological Innovation; Product Launch; Product Positioning; Decision Making; Marketing; Strategy; Los Angeles

June 2020
Case

Big Hit Entertainment and Blockbuster Band BTS: K-Pop Goes Global

By: Anita Elberse and Lizzy Woodham

Bang Si-Hyuk (‘Hitman Bang’) is the founder and co-chief executive officer of Big Hit Entertainment, the company behind BTS, a ‘K-pop’ band that has found unparalleled success around the globe—a remarkable feat given that most of their songs are in Korean. It is March... View Details

Keywords: Music; Entertainment; Superstars; Talent; Talent Development; Labor Economics; General Management; Music Entertainment; Media; Talent and Talent Management; Labor; Contracts; Marketing; Strategy; Music Industry; Entertainment and Recreation Industry

January 2025
Case

Real Madrid Club de Fútbol

By: Anita Elberse, Juan Pasquín and Íñigo Pasquín

On June 1, 2024, Spanish soccer club Real Madrid captures its fifteenth Champions League title—more than double the tally of the nearest competitor. Under Florentino Pérez’s leadership, the club has now won six of the last eleven UEFA Champions League titles, and has... View Details

Keywords: Soccer; Football; Entertainment; Media; Talent Management; Superstars; General Management; Sports; Marketing; Recruitment; Competitive Strategy; Growth and Development Strategy; Sports Industry; Entertainment and Recreation Industry; Media and Broadcasting Industry

January 2019 (Revised February 2020)
Case

World Wrestling Entertainment, Inc.

By: Anita Elberse and Melissa Rodman

World Wrestling Entertainment, Inc. (WWE) develops and presents scripted hero-versus-villain storylines featuring its wrestlers at hundreds of live events—on several weekly television shows, on its own over-the-top streaming service, and on social media—to millions of... View Details

Keywords: Superstars; Talent; Talent Development; Labor Economics; General Management; Entertainment; Sports; Media; Talent and Talent Management; Contracts; Marketing; Strategy

14 May 2015
News

Whole Foods' Misguided Play for Millennials

Keywords: millenials; grocery stores; retail; segmentation; demographics; generations; Miscellaneous Store Retailers; Retail Trade

October 2024
Course Overview Note

Risks, Opportunities, and Investments in the Era of Climate Change (ROICC)

By: George Serafeim

This course overview note introduces the course Risks, Opportunities, and Investments in the Era of Climate Change to students. View Details

Keywords: Environment; Innovation; Technology; General Management; Organizational Transformations; Investments; Entrepreneurship; Strategy; Finance; Accounting; Leadership; Climate Change; Environmental Sustainability; Management

2014
Article

Corporate Social Responsibility Reporting in China: Symbol or Substance?

By: Christopher Marquis and Cuili Qian

This study focuses on how and why firms strategically respond to government signals regarding appropriate corporate activity. We integrate institutional theory and research on corporate political strategy to develop a political dependence model that explains (a) how... View Details

Keywords: Institutional Theory; Political Strategy; Non-market Strategy; China; Corporate Social Responsibility; Corporate Disclosure; Corporate Social Responsibility and Impact; Emerging Markets; Government and Politics; China

Find at Harvard

February 2022
Case

Toto Wolff and the Mercedes Formula One Team

By: Anita Elberse and David Moreno Vicente

In December 2021, Toto Wolff, team principal and chief executive officer of the Mercedes-AMG Petronas Formula One team (the ‘Mercedes team’) is preparing for the start of the 2021 Formula One (‘F1’) season’s last Grand Prix, in the United Arab Emirates. Everything the... View Details

Keywords: Leadership; Team Management; Culture; Organizational Culture; Sports; Entertainment; Media; Superstars; General Management; Engineers; Competition; Problems and Challenges; Sports Industry; Entertainment and Recreation Industry

Research Summary

Overview

Yanhua Bird's research encompasses two streams: (1) entrepreneurship and social innovation — how the design and structure of alternative forms of enterprises influence their activities and success, with a focus on peer-to-peer markets and social enterprises, and (2)... View Details

Keywords: Organizational Behavior; Strategy; Social Evaluation; Entrepreneurship; Social Innovation; Social Movements; Non-market Strategy; Corporate Sustainability

October 2019 (Revised February 2020)
Case

Relevent and LaLiga: Bringing Spanish Soccer to America

By: Anita Elberse and David Moreno Vicente

“Barcelona backs out of proposed LaLiga match in Miami.” It is December 2018, and Daniel Sillman, chief executive officer of sports and entertainment company Relevent, is tasked with finding a way forward after a significant setback. Relevent had found success by... View Details

Keywords: Soccer; Football; Superstars; Talent; Talent Development; General Management; Marketing; Entertainment; Sports; Media; Talent and Talent Management; Globalization; Strategy; Sports Industry

February 2019 (Revised July 2019)
Case

Sales Force Management at Nobel Ilac

By: Doug J. Chung and Gamze Yucaoglu

Nobel Ilac was a Turkish generic pharmaceutical company marketing more than 100 drugs in 20 countries and, as of 2017, had over 2,500 employees worldwide. Nobel had implemented a transformation strategy—more specifically, a customer segmentation plan—whereby the sales... View Details

Keywords: Sales Strategy; Compensation; Employee Retention; Recruiting; Pharmaceuticals; Salesforce Management; Strategy; Organizational Design; Human Resources; Compensation and Benefits; Employees; Retention; Recruitment; Pharmaceutical Industry; Turkey

May 2012
Case

Westlake Lanes: How Can This Business Be Saved?

By: Richard G. Hamermesh and Alisa Zalosh

Shelby Givens, a new MBA, is the general manager of Westlake Lanes, a near-bankrupt bowling alley that her grandfather founded decades earlier. Givens has been given one year to turn a profit; if the goal is not met Westlake will close. During the first few days on the... View Details

Keywords: United States; Operations Management; Small And Medium-sized Enterprises; Turnarounds; Strategy; Leading Change; Marketing Strategy; Entrepreneurship; Operations; Transformation; Growth and Development Strategy; Entertainment and Recreation Industry; United States

December 2012
Case

Chobani: Growing a Live and Active Culture

By: Joshua D. Margolis and Matthew Preble

Hamdi Ulukaya, CEO of the Greek yogurt company Chobani, Inc., was reflecting on what explained his young company's meteoric rise. The company held over half of the U.S. Greek yogurt market, and nearly 20% of the total yogurt market. The company's innovative approach to... View Details

Keywords: Innovation; Growth Strategy; Growth Management; Yogurt; Innovation Strategy; Leadership; Culture; Entrepreneurship; Marketing; Agribusiness; Manufacturing Industry; Food and Beverage Industry; United States; Canada; Australia

September 2012 (Revised December 2013)
Case

Intel: Strategic Decisions in Locating a New Assembly and Test Plant (A)

By: Juan Alcacer and Kerry Herman

In mid-2005, Intel is examining its options for where to locate its next assembly and test plant. On its short list of potential sites include locations in China, India, Thailand, and Vietnam. Each country has its own unique benefits and risks related to... View Details

Keywords: Strategic Positioning; Location Choices; Location Strategies; Technology; Geographic Location; Global Strategy; Information Technology; Strategy; Technology Industry; United States; China; India; Thailand; Viet Nam

April 2015
Teaching Note

Transforming Verizon 2015: Going Above the Network

By: Rosabeth Moss Kanter and Daniel Fox

Teaching note for the Rosabeth Moss Kanter and Daniel Fox, "Transforming Verizon 2015: Going Above the Network," HBS No. 315-068, Feb. 2015. View Details

Keywords: General Management; Leadership And Change Management; Organizational Change And Transformation; Reorganization; Transformation; Wireless Technologies; Telecommunications; Network Organizations; Innovation; Product Development Strategy; Mobile and Wireless Technology; Telecommunications Industry; Technology Industry; United States

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