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  • May 2022
  • Case

Timnit Gebru: 'SILENCED No More' on AI Bias and The Harms of Large Language Models

By: Tsedal Neeley and Stefani Ruper
Dr. Timnit Gebru—a leading artificial intelligence (AI) computer scientist and co-lead of Google’s Ethical AI team—was messaging with one of her colleagues when she saw the words: “Did you resign?? Megan sent an email saying that she accepted your resignation.” Heart... View Details
Keywords: Ethics; Employment; Corporate Social Responsibility and Impact; Technological Innovation
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Neeley, Tsedal, and Stefani Ruper. "Timnit Gebru: 'SILENCED No More' on AI Bias and The Harms of Large Language Models." Harvard Business School Case 422-085, May 2022.
  • 2022
  • Working Paper

Addressing Vaccine Hesitancy: Experimental Evidence from Nine Countries during the COVID-19 Pandemic

By: Vincenzo Galasso, Vincent Pons, Paola Profeta, Michael Becher, Sylvain Brouard and Martial Foucault
Millions of people refuse COVID-19 vaccination. Using original data from two surveys in nine OECD countries, we analyze the determinants of anti-vax intentions in December 2020 and show that half of the anti-vax individuals were vaccinated by summer 2021. Vaccinations... View Details
Keywords: COVID-19; Vaccination; Vaccine Hesitancy; Information Campaigns; Health Pandemics; Behavior; Information
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Galasso, Vincenzo, Vincent Pons, Paola Profeta, Michael Becher, Sylvain Brouard, and Martial Foucault. "Addressing Vaccine Hesitancy: Experimental Evidence from Nine Countries during the COVID-19 Pandemic." NBER Working Paper Series, No. 29741, February 2022.
  • February 2015
  • Case

BlackRock: Diversity as a Driver for Success

By: Boris Groysberg and Katherine Connolly
In July 2014, the Global Executive Committee (GEC) for BlackRock, the world's largest asset manager, held a two-day offsite to discuss the state of talent within the firm. A year prior, in 2013, Chairman and CEO Laurence (Larry) Fink had asked Global Head of HR Jeff... View Details
Keywords: Women And Leadership; Diversity; General Management; Leadership; Change Management; Human Capital; Leading Change; Management Practices and Processes; Organizational Culture; Financial Services Industry; United States
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Groysberg, Boris, and Katherine Connolly. "BlackRock: Diversity as a Driver for Success." Harvard Business School Case 415-047, February 2015.
  • October 2013 (Revised November 2021)
  • Case

Cynthia Carroll at Anglo American (A)

By: Gautam Mukunda, Lisa Mazzanti and Aldo Sesia
In 2007, Cynthia Carroll, the newly-appointed chief executive of mining giant Anglo American, was considering shutting down mines in South Africa for safety reasons, namely worker fatalities. No company had ever done so before. Carroll felt that operating a company... View Details
Keywords: Culture; Leadership; Gender; Safety; Working Conditions; Business Exit or Shutdown; Organizational Culture; Change Management; Mining; Mining Industry; South Africa
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Mukunda, Gautam, Lisa Mazzanti, and Aldo Sesia. "Cynthia Carroll at Anglo American (A)." Harvard Business School Case 414-019, October 2013. (Revised November 2021.)
  • January 1996 (Revised December 1997)
  • Case

Colgate-Palmolive Company: Analyzing an Annual Report

By: William J. Bruns Jr.
A directed analysis of the Colgate-Palmolive Co. annual report. Focuses on the basics of reading an annual report including analysis of financial statements, calculation of financial ratios, and study of the layout and message of the report. Industry financial ratios... View Details
Keywords: Financial Reporting; Reports; Financial Statements; Consumer Products Industry
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Bruns, William J., Jr. "Colgate-Palmolive Company: Analyzing an Annual Report." Harvard Business School Case 196-116, January 1996. (Revised December 1997.)
  • June 2014
  • Article

Get Excited: Reappraising Pre-Performance Anxiety as Excitement

By: A.W. Brooks
Individuals often feel anxious in anticipation of tasks such as speaking in public or meeting with a boss. I find that an overwhelming majority of people believe trying to calm down is the best way to cope with pre-performance anxiety. However, across several studies... View Details
Keywords: Opportunities; Attitudes; Performance
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Brooks, A.W. "Get Excited: Reappraising Pre-Performance Anxiety as Excitement." Journal of Experimental Psychology: General 143, no. 3 (June 2014): 1144–1158. (Received Outstanding Dissertation Award by International Association for Conflict Management 2013.)
  • November 2017
  • Teaching Note

Facebook Fake News in the Post-Truth World

By: John R. Wells and Gabriel Ellsworth
Teaching Note for HBS No. 717-473. In January 2017, Mark Zuckerberg, founder and CEO of Facebook, was surrounded by controversy. The election of Donald Trump as the next president of the United States in November 2016 had triggered a national storm of protests, and... View Details
Keywords: Facebook; Fake News; Mark Zuckerberg; Donald Trump; Algorithms; Social Networking; Social Networks; Partisanship; Social Media; App Development; Instagram; WhatsApp; Smartphone; Silicon Valley; Office Space; Digital Strategy; Democracy; Entry Barriers; Online Platforms; Controversy; Tencent; Agility; Gaming; Gaming Industry; Computer Games; Mobile Gaming; Messaging; Monetization Strategy; Advertising; Digital Marketing; Business Ventures; Acquisition; Mergers and Acquisitions; Business Growth and Maturation; Business Headquarters; Business Organization; For-Profit Firms; Trends; Advertising Industry; Communications Industry; Entertainment and Recreation Industry; Information Industry; Information Technology Industry; Journalism and News Industry; Media and Broadcasting Industry; Service Industry; Technology Industry; Telecommunications Industry; Video Game Industry; United States; California; Sunnyvale; Russia
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Wells, John R., and Gabriel Ellsworth. "Facebook Fake News in the Post-Truth World." Harvard Business School Teaching Note 718-456, November 2017.
  • 08 Sep 2015
  • First Look

September 8, 2015

was developed by Tencent Holdings as a lightweight messaging platform. As it grew quickly to become the most popular messaging app in China, it added a range of products and services that sat on top that... View Details
Keywords: Carmen Nobel
  • April 1993 (Revised May 1994)
  • Case

Prodigy Services Company (A)

By: Lynn S. Paine
Top executives of Prodigy Services Co. must decide how to respond when publicly accused of allowing anti-Semitic messages to be posted on the electronic bulletin boards of the company's interactive computer service. Can they defend free expression while at the same... View Details
Keywords: Ethics; Values and Beliefs; Communication Intention and Meaning; Information Technology; Decision Making; Law; Management Teams; Information Technology Industry
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Paine, Lynn S. "Prodigy Services Company (A)." Harvard Business School Case 393-126, April 1993. (Revised May 1994.)
  • Article

A Megastudy of Text-Based Nudges Encouraging Patients to Get Vaccinated at an Upcoming Doctor's Appointment

By: Katherine L. Milkman, Mitesh S. Patel, Linnea Gandhi, Heather N. Graci, Dena M. Gromet, Hung Ho, Joseph S. Kay, Timothy W. Lee, Modupe Akinola, John Beshears, Jonathan E. Bogard, Alison Buttenheim, Christopher F. Chabris, Gretchen B. Chapman, James J. Choi, Hengchen Dai, Craig R. Fox, Amir Goren, Matthew D. Hilchey, Jillian Hmurovic, Leslie K. John, Dean Karlan, Melanie Kim, David Laibson, Cait Lamberton, Brigitte C. Madrian, Michelle N. Meyer, Maria Modanu, Jimin Nam, Todd Rogers, Renante Rondina, Silvia Saccardo, Maheen Shermohammed, Dilip Soman, Jehan Sparks, Caleb Warren, Megan Weber, Ron Berman, Chalanda N. Evans, Christopher K. Snider, Eli Tsukayama, Christophe Van den Bulte, Kevin G. Volpp and Angela L. Duckworth
Many Americans fail to get life-saving vaccines each year, and the availability of a vaccine for COVID-19 makes the challenge of encouraging vaccination more urgent than ever. We present a large field experiment (N = 47,306) testing 19 nudges delivered to patients via... View Details
Keywords: Vaccination; COVID-19; Nudge; Influenza; Field Experiment; Health; Communication Strategy; Behavior
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Milkman, Katherine L., Mitesh S. Patel, Linnea Gandhi, Heather N. Graci, Dena M. Gromet, Hung Ho, Joseph S. Kay, Timothy W. Lee, Modupe Akinola, John Beshears, Jonathan E. Bogard, Alison Buttenheim, Christopher F. Chabris, Gretchen B. Chapman, James J. Choi, Hengchen Dai, Craig R. Fox, Amir Goren, Matthew D. Hilchey, Jillian Hmurovic, Leslie K. John, Dean Karlan, Melanie Kim, David Laibson, Cait Lamberton, Brigitte C. Madrian, Michelle N. Meyer, Maria Modanu, Jimin Nam, Todd Rogers, Renante Rondina, Silvia Saccardo, Maheen Shermohammed, Dilip Soman, Jehan Sparks, Caleb Warren, Megan Weber, Ron Berman, Chalanda N. Evans, Christopher K. Snider, Eli Tsukayama, Christophe Van den Bulte, Kevin G. Volpp, and Angela L. Duckworth. "A Megastudy of Text-Based Nudges Encouraging Patients to Get Vaccinated at an Upcoming Doctor's Appointment." e2101165118. Proceedings of the National Academy of Sciences 118, no. 20 (May 18, 2021).
  • May 2011 (Revised January 2012)
  • Supplement

OPOWER: Increasing Energy Efficiency through Normative Influence (B)

By: Maarten W. Bos, Amy J.C. Cuddy and Kyle Todd Doherty
The case profiles OPOWER, an energy efficiency software company that applies Cialdini's principles of social influence to successfully encourage consumers to reduce their energy usage. OPOWER was co-founded in 2008 by two young Harvard graduates, Dan Yates and Alex... View Details
Keywords: Energy Conservation
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Bos, Maarten W., Amy J.C. Cuddy, and Kyle Todd Doherty. "OPOWER: Increasing Energy Efficiency through Normative Influence (B)." Harvard Business School Supplement 911-061, May 2011. (Revised January 2012.)
  • November 1975 (Revised September 1992)
  • Background Note

Communications Policy

Introductory note on communications policy for use in first year marketing. Focuses on: Target selection; message delineation; communications intensity; alternative communications; means and media; economics of communications decisions; and need for consistency in... View Details
Keywords: Communication Strategy
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Star, Steven H. "Communications Policy." Harvard Business School Background Note 576-086, November 1975. (Revised September 1992.)
  • December 2022 (Revised June 2023)
  • Case

Hacking the U.S. Election: Russia's Misinformation Campaign

By: Shikhar Ghosh
The case discusses the relatively low technology approach used by Russia to influence the U.S. Presidential Election in 2016. Although political parties manipulating the media was not a new phenomenon, the Russians ran a broad, well-financed, and sophisticated social... View Details
Keywords: Political Elections; International Relations; Social Media; Power and Influence; Information; Russia; United States
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Ghosh, Shikhar. "Hacking the U.S. Election: Russia's Misinformation Campaign." Harvard Business School Case 823-043, December 2022. (Revised June 2023.)
  • April 2011 (Revised October 2012)
  • Case

Fast Retailing Group

By: Hirotaka Takeuchi
On January 1, 2011, Tadashi Yanai, the CEO of Fast Retailing Group (FR), sent his annual New Year's message to everyone in the company. The message, entitled "Change or Die," declared that FR - which included UNIQLO, Theory, Comptoir des Cotonniers, Princesse tam.tam... View Details
Keywords: Expansion; Global Strategy; Retail Industry
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Takeuchi, Hirotaka. "Fast Retailing Group." Harvard Business School Case 711-496, April 2011. (Revised October 2012.)
  • April 2021
  • Article

Beyond the Emoticon: Are There Unintentional Cues of Emotion in Email?

By: Hayley Blunden and Andrew Brodsky
Email and text-based communication have become ubiquitous. Although recent findings indicate emotional equivalence between face-to-face and email communication, there is limited evidence of nonverbal behaviors in text-based communication, especially the kinds of... View Details
Keywords: Attributions; Nonverbal Behavior; Computer-mediated Communication; Communication; Emotions
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Blunden, Hayley, and Andrew Brodsky. "Beyond the Emoticon: Are There Unintentional Cues of Emotion in Email?" Personality and Social Psychology Bulletin 47, no. 4 (April 2021): 565–579. (https://doi.org/10.1177/0146167220936054.)
  • June 2017
  • Case

Magellan Boatworks

By: John A. Quelch and James T. Kindley
Magellan Boatworks is a midsize manufacturer of customized, power "cruising yachts." In the face of economic and political uncertainty in late 2016, Magellan's VP of sales and marketing, Walt Robinson, wonders whether he should request a budget increase for 2017.... View Details
Keywords: Marketing; Marketing Communications; Advertising; Strategy; Salesforce Management
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Quelch, John A., and James T. Kindley. "Magellan Boatworks." Harvard Business School Brief Case 917-547, June 2017.
  • Article

A 680,000-Person Megastudy of Nudges to Encourage Vaccination in Pharmacies

By: Katherine L. Milkman, Linnea Gandhi, Mitesh S. Patel, Heather N. Graci, Dena M. Gromet, Hung Ho, Joseph S. Kay, Timothy W. Lee, Jake Rothschild, Jonathan E. Bogard, Ilana Brody, Christopher F. Chabris, Edward Chang, Gretchen B. Chapman, Jennifer E. Dannals, Noah J. Goldstein, Amir Goren, Hal Hershfield, Alex Hirsch, Jillian Hmurovic, Samantha Horn, Dean Karlan, Ariella S. Kristal, Cait Lamberton, Michael N. Meyer, Allison H. Oakes, Maurice E. Schweitzer, Maheen Shermohammed, Jaochim H. Talloen, Caleb Warren, Ashley V. Whillans, Kuldeep N. Yadav, Julian J. Zlatev, Ron Berman, Chalanda N. Evans, Rahul Ladhania, Jens Ludwig, Nina Mazar, Sendhil Mullainathan, Christopher K. Snider, Jann Spiess, Eli Tsukayama, Lyle Ungar, Christophe Van den Bulte, Kevin G. Volpp and Angela L. Duckworth
Encouraging vaccination is a pressing policy problem. To assess whether text-based reminders can encourage pharmacy vaccination and what kinds of messages work best, we conducted a megastudy. We randomly assigned 689,693 Walmart pharmacy patients to receive one of 22... View Details
Keywords: Vaccination; Vaccines; Nudges; Communication Strategy; Communication Technology; Consumer Behavior; Health Care and Treatment
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Milkman, Katherine L., Linnea Gandhi, Mitesh S. Patel, Heather N. Graci, Dena M. Gromet, Hung Ho, Joseph S. Kay, Timothy W. Lee, Jake Rothschild, Jonathan E. Bogard, Ilana Brody, Christopher F. Chabris, Edward Chang, Gretchen B. Chapman, Jennifer E. Dannals, Noah J. Goldstein, Amir Goren, Hal Hershfield, Alex Hirsch, Jillian Hmurovic, Samantha Horn, Dean Karlan, Ariella S. Kristal, Cait Lamberton, Michael N. Meyer, Allison H. Oakes, Maurice E. Schweitzer, Maheen Shermohammed, Jaochim H. Talloen, Caleb Warren, Ashley V. Whillans, Kuldeep N. Yadav, Julian J. Zlatev, Ron Berman, Chalanda N. Evans, Rahul Ladhania, Jens Ludwig, Nina Mazar, Sendhil Mullainathan, Christopher K. Snider, Jann Spiess, Eli Tsukayama, Lyle Ungar, Christophe Van den Bulte, Kevin G. Volpp, and Angela L. Duckworth. "A 680,000-Person Megastudy of Nudges to Encourage Vaccination in Pharmacies." e2115126119. Proceedings of the National Academy of Sciences 119, no. 6 (February 8, 2022).
  • Summer 2017
  • Article

Copyright Enforcement: Evidence from Two Field Experiments

By: Hong Luo and Julie Holland Mortimer
Effective dispute resolution is important for reducing private and social costs. We study how resolution responds to changes in price and communication using a new, extensive dataset of copyright infringement incidences by firms. The data cover two field experiments... View Details
Keywords: Copyright; Law Enforcement; Lawsuits and Litigation; Cost
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Luo, Hong, and Julie Holland Mortimer. "Copyright Enforcement: Evidence from Two Field Experiments." Journal of Economics & Management Strategy 26, no. 2 (Summer 2017): 499–528.
  • September 2002 (Revised October 2002)
  • Case

Orient-Express Hotels

By: Frances X. Frei and Corey B. Hajim
Describes how a hotel and leisure company provides high-end service through its distinctive hotels and trains. Provides an opportunity to learn about the company's unusual quality practices and puts into doubt the unquestioned use of well-known practices, such as... View Details
Keywords: Service Operations; Quality; Management; Opportunities; Practice; Programs; Motivation and Incentives; Brands and Branding; Service Industry; Accommodations Industry
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Frei, Frances X., and Corey B. Hajim. "Orient-Express Hotels." Harvard Business School Case 603-024, September 2002. (Revised October 2002.)
  • March 2016
  • Case

M-Pesa: Financial Inclusion in Kenya

By: Rajiv Lal, Lisa Cox and Sarah McAra
M-Pesa, a mobile money transfer service launched in 2007 in Kenya by telecommunications company Safaricom, allowed people to send money via mobile messaging to contacts, such as friends and family, or even to pay for goods and services, such as groceries or a taxi... View Details
Keywords: Mobile Money Transfer; Market Transactions; Emerging Markets; Developing Countries and Economies; Mobile and Wireless Technology; Telecommunications Industry; Kenya
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Lal, Rajiv, Lisa Cox, and Sarah McAra. "M-Pesa: Financial Inclusion in Kenya." Harvard Business School Case 516-011, March 2016.
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