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  • All HBS Web  (17,359)
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  • All HBS Web  (17,359)
    • People  (16)
    • News  (4,434)
    • Research  (8,895)
    • Events  (88)
    • Multimedia  (84)
  • Faculty Publications  (7,315)
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  • 2023
  • Working Paper

In-Context Unlearning: Language Models as Few Shot Unlearners

By: Martin Pawelczyk, Seth Neel and Himabindu Lakkaraju
Machine unlearning, the study of efficiently removing the impact of specific training points on the trained model, has garnered increased attention of late, driven by the need to comply with privacy regulations like the Right to be Forgotten. Although unlearning is... View Details
Keywords: AI and Machine Learning; Copyright; Information
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Pawelczyk, Martin, Seth Neel, and Himabindu Lakkaraju. "In-Context Unlearning: Language Models as Few Shot Unlearners." Working Paper, October 2023.
  • September 2019 (Revised December 2019)
  • Case

Google: To TVC or Not to TVC?

By: William R. Kerr and Carl Kreitzberg
In late 2018, evidence emerged that many of Google’s temporary help agency workers, vendors, and independent contractors (“TVCs”) were unhappy with the company. TVCs, who reportedly made up 49.95% of Google’s 170,000-person global workforce, had raised concerns of... View Details
Keywords: Workforce; Independent Contractors; Talent Management; Silicon Valley; Google; Employee Attitude; Employee Compensation; Employee Engagement; Future Of Work; Innovation; Innovation And Strategy; Inequality; Talent Acquisition; Labor; Talent and Talent Management; Strategy; Technological Innovation; Employees; Attitudes; Innovation and Management; Human Resources; Equality and Inequality; Information Technology Industry; United States; San Francisco
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Kerr, William R., and Carl Kreitzberg. "Google: To TVC or Not to TVC?" Harvard Business School Case 820-048, September 2019. (Revised December 2019.)
  • 17 Mar 2008
  • Research & Ideas

The Lessons of Business History: A Handbook

training, accounting and information systems, design and engineering, and so on. Business history has widened its scope enormously in the last two decades. A striking feature of the research reviewed in the Handbook is that so much of it... View Details
Keywords: by Sean Silverthorne
  • 05 Jul 2022
  • What Do You Think?

Have We Seen the Peak of Just-in-Time Inventory Management?

supply of “safety stock” was the order of the day for those using slower forms of transportation. "The result, of course, was what came to be known as 'just-in-time' inventory management, as championed by firms such as Toyota." One of my interests: The value of... View Details
Keywords: by James Heskett; Manufacturing; Shipping; Transportation
  • 20 Oct 2023
  • News

Highlights from the Fall 2023 Alumni Board Meeting

On the evening of Wednesday, October 11, Alumni Board members joined with current HBS students in the Spangler Center for "A Conversation about Life Lessons", which was led by Leslie Perlow, the Konosuke Matsushita Professor of Leadership. This October, more than 75... View Details
  • October 2021 (Revised December 2021)
  • Case

PhonePe: Democratizing Payments in India

By: Michael Chu and Rachna Tahilyani
The co-founders of PhonePe, India’s leading digital payment platform are considering pursuing various growth opportunities in a huge country just entering the digital age. In a highly competitive industry, the founders are keenly aware that making the right choices is... View Details
Keywords: Digital Platform; Digital Banking; Business Strategy; Growth and Development Strategy; Decision Choices and Conditions; Corporate Entrepreneurship; Digital Platforms; Financial Services Industry; Asia; India
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Chu, Michael, and Rachna Tahilyani. "PhonePe: Democratizing Payments in India." Harvard Business School Case 322-053, October 2021. (Revised December 2021.)
  • Web

Doing Business with China: Early American Trading Houses - A Chronicle of the China Trade

Home Site map Map / Directions Search: General Information HBS Home About Annual Report Campus Commencement Dean Nohria Employment Give News New Construction Academic Programs Doctoral Programs Executive Education MBA Summer Venture in... View Details
  • August 2013 (Revised July 2024)
  • Case

Amazon in 2024

By: Sunil Gupta and Margaret L. Rodriguez
Amazon launched its website in July 1995 to sell books online and by 2020 it has grown to become a digital giant with over $280 billion in annual sales. A large part of its growth came from expanding into a variety of businesses that some see as unrelated. Has it... View Details
Keywords: Platforms; Complements; Showrooming; Ecosystem; Growth Strategy; Competitive Advantage; Network Effects; Internet and the Web; Business Model; Competitive Strategy; Growth and Development Strategy; Digital Platforms; Retail Industry; Publishing Industry
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Gupta, Sunil, and Margaret L. Rodriguez. "Amazon in 2024." Harvard Business School Case 514-025, August 2013. (Revised July 2024.)
  • May 2019 (Revised January 2020)
  • Case

The Video-Streaming Wars in 2019: Can Disney Catch Netflix?

By: Anita Elberse and Monica Cody
Bob Iger, CEO of entertainment conglomerate Disney, thrilled investors with details about Disney’s upcoming foray into video streaming in April 2019. Disney’s move was only the latest in a series of actions taken by new and established entertainment companies in a... View Details
Keywords: Television; Entertainment; Media; Television Entertainment; Management; Strategy; Disruption; Information Technology; Competition; Media and Broadcasting Industry; Entertainment and Recreation Industry
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Elberse, Anita, and Monica Cody. "The Video-Streaming Wars in 2019: Can Disney Catch Netflix?" Harvard Business School Case 519-094, May 2019. (Revised January 2020.)
  • 05 Oct 2023

Admissions Q&A for Current College Students

This event will offer a brief overview of the 2+2 program, but is intended as an opportunity for students to ask follow-up questions after attending a 2+2 virtual information session. You have questions, and we have answers! View Details
  • Web

Career Networking - Alumni

impact on day one. Watch Full Series Part 14: Managing Transition All of this time and hard work will hopefully yield the attractive offer you have been seeking. The time has come to inform your current employer of your intentions. Watch... View Details
  • 17 Jan 2007
  • Op-Ed

Learning from Private-Equity Boards

If Enron had been owned and controlled by a small group of private-equity investors, could the monitoring and control practices of a professionally run buyout shop have protected Enron's shareholders and employees from the problems that destroyed the company and... View Details
Keywords: by Malcolm Salter; Financial Services
  • Research Summary

Selective Attention and Learning

By: Joshua R. Schwartzstein

What do we notice, and how does this affect what we learn? Standard economic models of learning ignore memory by assuming that we remember everything. But there is growing recognition that memory is imperfect. Further, memory imperfections do not stem from limited... View Details

  • Research Summary

Current Research

 

I am interested in research on various topics in retail operations and supply chain management, including inventory management, product variety, distribution logistics, financial performance of retailers, and linking operational performance to... View Details

  • Research Summary

A Temporal View of the Costs and Benefits of Self-Deception

Researchers have documented many cases in which individuals rationalize their regrettable actions. Four experiments examine situations in which participants go beyond merely explaining away their misconduct to actively deceiving themselves. We find that those who... View Details
  • Research Summary

Privatization, Regulatory Reform and Management Strategy

Alexander Dyck's research illustrates why privatization and deregulation often improve performance and factors that separate success from failure. A simplistic model of privatization and regulatory reform assumed that the shift from government to private sector... View Details
  • Forthcoming
  • Article

Disclosure Standards and Communication Norms: Evidence of Voluntary Sustainability Standards as a Coordinating Device for Capital Markets

By: Khrystyna Bochkay, Jeffrey Hales and George Serafeim
In this paper, we examine how the development of voluntary sustainability standards has affected the nature of information covered in conference calls. Using industry-specific dictionaries of sustainability terms contained in the disclosure standards developed by the... View Details
Keywords: Voluntary Disclosure; Accounting Standards; Sustainability Reporting; Sustainability Standards; ESG; ESG Disclosure; Accounting; Corporate Disclosure; Environmental Sustainability; Corporate Social Responsibility and Impact; Standards; United States
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Bochkay, Khrystyna, Jeffrey Hales, and George Serafeim. "Disclosure Standards and Communication Norms: Evidence of Voluntary Sustainability Standards as a Coordinating Device for Capital Markets." Review of Accounting Studies (forthcoming). (Pre-published online March 17, 2025.)
  • 2024
  • Working Paper

Behavioral Attenuation

By: Thomas Graeber, Benjamin Enke, Ryan Oprea and Jeffrey Yang
We report a large-scale examination of behavioral attenuation: due to information-processing constraints, the elasticity of people’s decisions with respect to economic fundamentals is generally too small. We implement more than 30 experiments, 20 of which were... View Details
Keywords: Decisions; Behavior; Cognition and Thinking; Behavioral Finance
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Graeber, Thomas, Benjamin Enke, Ryan Oprea, and Jeffrey Yang. "Behavioral Attenuation." NBER Working Paper Series, No. 32973, September 2024.
  • Article

Decarbonization Factors

By: Alex Cheema-Fox, Bridget LaPerla, George Serafeim, David Turkington and Hui (Stacie) Wang
In the face of accelerating climate change, investors are making capital allocations seeking to decarbonize portfolios by reducing the carbon emissions of their holdings. To understand the performance of portfolio decarbonization strategies and investor behavior... View Details
Keywords: ESG; Investment Management; Factor Investing; Investor Behavior; Climate Change; Environmental Sustainability; Investment; Management
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Cheema-Fox, Alex, Bridget LaPerla, George Serafeim, David Turkington, and Hui (Stacie) Wang. "Decarbonization Factors." Journal of Impact and ESG Investing 2, no. 1 (Fall 2021): 47–73.
  • 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.)
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