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  • All HBS Web  (861)
    • News  (197)
    • Research  (526)
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  • Faculty Publications  (212)

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  • All HBS Web  (861)
    • News  (197)
    • Research  (526)
    • Events  (3)
  • Faculty Publications  (212)
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  • October 2023
  • Teaching Note

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

By: Tsedal Neeley and Tim Englehart
Teaching Note for HBS Case No. 422-085. 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... View Details
Keywords: Ethics; Employment; Corporate Social Responsibility and Impact; Technological Innovation; AI and Machine Learning; Diversity; Prejudice and Bias; Technology Industry
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Neeley, Tsedal, and Tim Englehart. "Timnit Gebru: 'SILENCED No More' on AI Bias and The Harms of Large Language Models." Harvard Business School Teaching Note 424-028, October 2023.
  • September 2019
  • Supplement

Keroche (B): Considering Entry into the Kenyan Beer Market

By: Ramon Casadesus-Masanell and Pippa Tubman Armerding
This case discusses the situation of the Kenyan alcoholic drinks producer Keroche in July 2004, when co-founder Tabitha Karanja was debating whether to enter the Kenyan beer market. Doing so would mean direct competition with the multinational EABL in an industry and... View Details
Keywords: Keroche; Alcohol; Alcoholic Drinks; Alcoholic Beverages; Beverages; Drinks; Wine Industry; Wine; Fortified Wine; Viena; Beer; Beer Market; Manufacturing; Production Capacity; Capacity; Growth; Regulated; Unregulated; Informal; Informal Market; Regulation; Illicit; Illegal; Substandard; Dangerous; Shutdown; Factory; Safe; Affordable; Low-income Consumers; Business Growth and Maturation; Business Startups; Production; Investment; Safety; Quality; Small Business; Family Business; Crime and Corruption; Customer Focus and Relationships; Decisions; Income; Demographics; Geographic Scope; Geographic Location; Goods and Commodities; Government Legislation; Growth and Development; Business History; Lawsuits and Litigation; Laws and Statutes; Lawfulness; Goals and Objectives; Consumer Behavior; Market Entry and Exit; Problems and Challenges; Social Issues; Poverty; Strategy; Competition; Entrepreneurship; Marketing; Manufacturing Industry; Food and Beverage Industry; Kenya; Nairobi; Africa
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Casadesus-Masanell, Ramon, and Pippa Tubman Armerding. "Keroche (B): Considering Entry into the Kenyan Beer Market." Harvard Business School Supplement 720-391, September 2019.
  • 2017
  • Other Teaching and Training Material

Financial Accounting Reading: Basic Accounting Concepts and Assumptions

By: David F. Hawkins
Core Curriculum Readings in Financial Accounting cover the fundamental concepts in financial accounting. The objective of this reading is to enhance the student's understanding of the nature of the information that general purpose financial reports provide. This goal... View Details
Keywords: Accounting
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Hawkins, David F. "Financial Accounting Reading: Basic Accounting Concepts and Assumptions." Core Curriculum Readings Series. Harvard Business Publishing 5060, 2017.
  • October 2006 (Revised November 2006)
  • Course Overview Note

Instructor's Guide to Leadership and Corporate Accountability (LCA)

By: Lynn S. Paine
To provide instructors with a roadmap to the Harvard Business School's required first-year MBA Course Leadership and Corporate Accountability. Describes the objectives of the course, as well as its structure, content, and guiding framework. A day-by-day synopsis,... View Details
Keywords: Leadership; Corporate Accountability
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Paine, Lynn S. "Instructor's Guide to Leadership and Corporate Accountability (LCA)." Harvard Business School Course Overview Note 307-032, October 2006. (Revised November 2006.)​
  • April 2024
  • Article

A Machine Learning Algorithm Predicting Risk of Dilating VUR among Infants with Hydronephrosis Using UTD Classification

By: Hsin-Hsiao Scott Wang, Michael Lingzhi Li, Dylan Cahill, John Panagides, Tanya Logvinenko, Jeanne Chow and Caleb Nelson
Backgrounds: Urinary Tract Dilation (UTD) classification has been designed to be a more objective grading system to evaluate antenatal and post-natal UTD. Due to unclear association between UTD classifications to specific anomalies such as vesico-ureteral reflux (VUR),... View Details
Keywords: Health Disorders; Health Testing and Trials; AI and Machine Learning; Health Industry
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Wang, Hsin-Hsiao Scott, Michael Lingzhi Li, Dylan Cahill, John Panagides, Tanya Logvinenko, Jeanne Chow, and Caleb Nelson. "A Machine Learning Algorithm Predicting Risk of Dilating VUR among Infants with Hydronephrosis Using UTD Classification." Journal of Pediatric Urology 20, no. 2 (April 2024): 271–278.
  • 02 Sep 2002
  • Research & Ideas

The Role of Government When All Else Fails

century, the main objective of most risk management policies—from limited liability to bankruptcy law to a fixed exchange rate—was to encourage trade and investment and thus to facilitate economic growth by... View Details
Keywords: by Laura Linard
  • 30 May 2019
  • What Do You Think?

Is There a Distinctive West Coast Style of Management?

companies are built for long-term success. They observed that visionary companies demonstrate these qualities: Do not require charismatic leadership Pursued several objectives of which only one was profit... View Details
Keywords: by James Heskett; Education
  • February 2011
  • Article

Mind Perception: Real but Not Artificial Faces Sustain Neural Activity beyond the N170/VPP

By: Thalia Wheatley, Anna Weinberg, Christine E. Looser, Tim Moran and Greg Hajcak
Faces are visual objects that hold special significance as the icons of other minds. Previous researchers using event-related potentials (ERPs) have found that faces are uniquely associated with an increased N170/vertex positive potential (VPP) and a more sustained... View Details
Keywords: Neuroscience; Mind Perception; Social Psychology; Face Perception; Personal Characteristics; Science; Cognition and Thinking
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Wheatley, Thalia, Anna Weinberg, Christine E. Looser, Tim Moran, and Greg Hajcak. "Mind Perception: Real but Not Artificial Faces Sustain Neural Activity beyond the N170/VPP." PLoS ONE 6, no. 2 (February 2011).
  • October 2000 (Revised September 2002)
  • Case

NTT DoCoMo (A): The Future of the Wireless Internet?

By: Stephen P. Bradley and Matthew Sandoval
NTT DoCoMo was established in 1992 and became publicly held in 1998. This case tracks how DoCoMo became the number one mobile phone company in Japan and how its i.mode service revolutionized the cellular phone market. View Details
Keywords: Technological Innovation; Goals and Objectives; Growth and Development Strategy; Growth Management; Competitive Strategy; Expansion; Internet and the Web; Mobile and Wireless Technology; Information Technology Industry; Information Technology Industry; Japan
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Bradley, Stephen P., and Matthew Sandoval. "NTT DoCoMo (A): The Future of the Wireless Internet?" Harvard Business School Case 701-013, October 2000. (Revised September 2002.)
  • August 1983 (Revised May 2007)
  • Case

Milford Industries (A)

By: Robert J. Dolan and Benson P. Shapiro
The new district sales manager for a tool company must determine how to get his district "back on track." The case presents various qualitative and quantitative information on the salespeople. Teaching objectives include the specification of the tasks of a district... View Details
Keywords: Managerial Roles; Salesforce Management; Resignation and Termination; Performance Evaluation
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Dolan, Robert J., and Benson P. Shapiro. "Milford Industries (A)." Harvard Business School Case 584-012, August 1983. (Revised May 2007.)
  • 2011
  • Working Paper

When Smaller Menus Are Better: Variability in Menu-Setting Ability

Are large menus better than small menus? Recent literature argues that individuals' apparent preference for smaller menus can be explained by choosers' behavioral biases or informational limitations. These explanations imply that absent behavioral or informational... View Details
Keywords: Experience and Expertise; Decision Choices and Conditions; Investment; Investment Portfolio; Size; Quality
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Goldreich, David, and Hanna Halaburda. "When Smaller Menus Are Better: Variability in Menu-Setting Ability." Harvard Business School Working Paper, No. 11-086, February 2011. (Revised April 2011, August 2011, December 2011.)
  • Article

Coarse Thinking and Persuasion

By: Sendhil Mullainathan, Joshua Schwartzstein and Andrei Shleifer
We present a model of uninformative persuasion in which individuals "think coarsely": they group situations into categories and apply the same model of inference to all situations within a category. Coarse thinking exhibits two features that persuaders take advantage... View Details
Keywords: Cognition and Thinking; Brands and Branding
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Mullainathan, Sendhil, Joshua Schwartzstein, and Andrei Shleifer. "Coarse Thinking and Persuasion." Quarterly Journal of Economics 123, no. 2 (May 2008): 577–619.
  • Forthcoming
  • Article

When Should Public Programs Be Privately Administered? Theory and Evidence from the Paycheck Protection Program

By: Alexander W. Bartik, Zoë Cullen, Edward L. Glaeser, Michael Luca, Christopher Stanton and Adi Sunderam
What happens when public resources are allocated by private companies whose objectives may be imperfectly aligned with policy goals? We study this question in the context of the Paycheck Protection Program (PPP), which relied on private banks to disburse aid to small... View Details
Keywords: Paycheck Protection Program; Targeting; Impact; Entrepreneurship; Health Pandemics; Small Business; Financing and Loans; Outcome or Result; United States
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Bartik, Alexander W., Zoë Cullen, Edward L. Glaeser, Michael Luca, Christopher Stanton, and Adi Sunderam. "When Should Public Programs Be Privately Administered? Theory and Evidence from the Paycheck Protection Program." Review of Economics and Statistics (forthcoming).
  • August 2020
  • Background Note

US Private Equity Firms: ESG and Impact (B)

By: Lynn S. Paine and Holly Fetter
This is the second part of a two-part note. The first part (A) explores how US private equity firms are incorporating ESG (Environmental, Social, & Governance) factors and impact objectives into their investment strategies and firm practices. It is based on publicly... View Details
Keywords: Private Equity; Corporate Social Responsibility and Impact; Social Issues; Financial Services Industry; United States
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Paine, Lynn S., and Holly Fetter. "U.S. Private Equity Firms: ESG and Impact (B)." Harvard Business School Background Note 321-037, August 2020.
  • 06 Jan 2010
  • What Do You Think?

Is a Stringent Climate Change Agreement a Pot of Gold?

asked whether the objectives of the kind of agreement being discussed are even relevant to the world's needs. While suggesting that major government initiatives will be needed,... View Details
Keywords: by Jim Heskett; Energy; Utilities
  • August 2020
  • Background Note

US Private Equity Firms: ESG and Impact (A)

By: Lynn S. Paine and Holly Fetter
This Note has two parts. The first part (A) explores how U.S. private equity firms are incorporating ESG (Environmental, Social, & Governance) factors and impact objectives into their investment strategies and firm practices. It is based on publicly available... View Details
Keywords: Private Equity; Corporate Social Responsibility and Impact; Social Issues; Financial Services Industry; United States
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Paine, Lynn S., and Holly Fetter. "U.S. Private Equity Firms: ESG and Impact (A)." Harvard Business School Background Note 321-036, August 2020.
  • 2023
  • Working Paper

When Should Public Programs Be Privately Administered? Theory and Evidence from the Paycheck Protection Program

By: Alexander Bartik, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, Christopher Stanton and Adi Sunderam
What happens when public resources are allocated by private companies whose objectives may be imperfectly aligned with policy goals? We study this question in the context of the Paycheck Protection Program (PPP), which relied on private banks to disburse aid to small... View Details
Keywords: Paycheck Protection Program; Targeting; Impact; Entrepreneurship; Health Pandemics; Small Business; Financing and Loans; Outcome or Result; United States
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Bartik, Alexander, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, Christopher Stanton, and Adi Sunderam. "When Should Public Programs Be Privately Administered? Theory and Evidence from the Paycheck Protection Program." Harvard Business School Working Paper, No. 21-021, August 2020. (Revised July 2023. Accepted at The Review of Economics and Statistics.)
  • 2022
  • Working Paper

ESG: Hyperboles and Reality

By: George Serafeim
ESG has rapidly become a household name leading to both confusion about what it means and creating unrealistic expectations about its effects. In this paper, I draw on more than a decade of research to dispel several myths about ESG and provide answers to important... View Details
Keywords: ESG; ESG (Environmental, Social, Governance) Performance; ESG Disclosure; ESG Reporting; ESG Ratings; Sustainability; Corporate Social Responsibility and Impact; Environmental Sustainability; Performance; Corporate Disclosure; Reports
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Serafeim, George. "ESG: Hyperboles and Reality." Harvard Business School Working Paper, No. 22-031, November 2021.
  • 2019
  • Working Paper

Relative Performance Transparency: Effects on Sustainable Choices

By: Ryan W. Buell, Shwetha Mariadassou and Yanchong Zheng
We study how transparency into the levels and changes of relative sustainability performance affects consumer choices. Our work considers two forms of transparency: process transparency, in which customers receive information about the company's sustainability... View Details
Keywords: Relative Performance Tranparency; Process Transparency; Customer Transparency; Levels; Changes; Reflectiveness; Self-serving Attribution Biases; Sustainability; Consumer Choice
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Buell, Ryan W., Shwetha Mariadassou, and Yanchong Zheng. "Relative Performance Transparency: Effects on Sustainable Choices." Harvard Business School Working Paper, No. 19-079, January 2019.
  • September 2019 (Revised July 2025)
  • Case

Keroche (A): Fighting for Share in the Kenyan Alcoholic Drinks Market

By: Ramon Casadesus-Masanell and Pippa Tubman Armerding
This case discusses the challenges faced by Kenyan alcoholic drinks producer Keroche Industries Limited in 2003, when the Kenyan government accused the company of manufacturing and selling substandard alcoholic drinks, revoked its liquor licenses, and shut down its... View Details
Keywords: Keroche; Alcohol; Wine; Manufacturing; Informal Market; Regulation; Illicit; Illegal; Shutdown; Factory; Low-income Consumers; Multinational; Local; Government; Allegations; Accusations; Negative Press; EABL; Tusker; Beer; SAB; Chang'aa; Naivasha; Rift Valley; East Africa; Lawsuit; Legal Battle; Business Ventures; Business Exit or Shutdown; Business Growth and Maturation; Business Startups; Production; Safety; Quality; Distribution; Small Business; Family Business; Crime and Corruption; Customer Focus and Relationships; Decisions; Income; Demographics; Geographic Scope; Geographic Location; Goods and Commodities; Government Legislation; Growth and Development; Business History; Lawsuits and Litigation; Laws and Statutes; Lawfulness; Goals and Objectives; Consumer Behavior; Market Entry and Exit; Problems and Challenges; Social Issues; Poverty; Strategy; Competition; Entrepreneurship; Manufacturing Industry; Food and Beverage Industry; Kenya; Nairobi; Africa
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Casadesus-Masanell, Ramon, and Pippa Tubman Armerding. "Keroche (A): Fighting for Share in the Kenyan Alcoholic Drinks Market." Harvard Business School Case 720-390, September 2019. (Revised July 2025.)
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