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  • All HBS Web  (626)
    • People  (1)
    • News  (90)
    • Research  (443)
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  • Faculty Publications  (206)
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  • 2020
  • Working Paper

Dog Eat Dog: Balancing Network Effects and Differentiation in a Digital Platform Merger

By: Chiara Farronato, Jessica Fong and Andrey Fradkin
Digital platforms are increasingly the subject of regulatory scrutiny. In comparison to multiple competitors, a single platform may increase consumer welfare if network effects are large or may decrease welfare due to higher prices or reduction in platform variety. We... View Details
Keywords: Platform Differentiation; Digital Platforms; Network Effects; Measurement and Metrics; Mergers and Acquisitions; Outcome or Result
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Farronato, Chiara, Jessica Fong, and Andrey Fradkin. "Dog Eat Dog: Balancing Network Effects and Differentiation in a Digital Platform Merger." NBER Working Paper Series, No. 28047, November 2020.
  • 2023
  • Article

On Minimizing the Impact of Dataset Shifts on Actionable Explanations

By: Anna P. Meyer, Dan Ley, Suraj Srinivas and Himabindu Lakkaraju
The Right to Explanation is an important regulatory principle that allows individuals to request actionable explanations for algorithmic decisions. However, several technical challenges arise when providing such actionable explanations in practice. For instance, models... View Details
Keywords: Mathematical Methods; Analytics and Data Science
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Meyer, Anna P., Dan Ley, Suraj Srinivas, and Himabindu Lakkaraju. "On Minimizing the Impact of Dataset Shifts on Actionable Explanations." Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI) 39th (2023): 1434–1444.
  • 10 Oct 2007
  • First Look

First Look: First Look: October 10

and Michael W. Toffel Abstract Several innovative regulatory programs are encouraging firms to police their own regulatory compliance and voluntarily disclose, or "confess," the violations they... View Details
Keywords: Martha Lagace
  • May–June 2023
  • Article

Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail

By: Santiago Gallino, Nil Karacaoglu and Antonio Moreno
The impact of delays has been widely studied in various offline services. The focus of this study is online services, and we explore the impact of in-process delays—measured by website speed—on customer behavior. We leverage novel retail and website speed data to... View Details
Keywords: Online Retail; Quasi-experiments; Abandonment; Synthetic Control; E-commerce; Internet and the Web; Consumer Behavior; Policy; Retail Industry
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Gallino, Santiago, Nil Karacaoglu, and Antonio Moreno. "Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail." Operations Research 71, no. 3 (May–June 2023): 876–894.
  • 12 Jul 2011
  • First Look

First Look: July 12

asymmetric information concerning the value of a new technology affect the strategies of the platforms and the market outcome. We find that the incumbent dominates the market by setting the welfare-maximizing quantity when the difference... View Details
Keywords: Carmen Nobel
  • 12 Apr 2010
  • Research & Ideas

One Report: Better Strategy through Integrated Reporting

electronics company Philips; the Danish pharmaceutical company Novo Nordisk; the Brazilian cosmetics company Natura; and the U.S.-based technology and aerospace company United Technologies all come to mind.... View Details
Keywords: by Martha Lagace
  • 23 Dec 2008
  • First Look

First Look: December 23, 2008

high-skilled immigrants on U.S. technology formation. Specifically, we use reduced-form specifications that exploit large changes in the H-1B visa program. Fluctuations in H-1B admissions levels significantly influence the rate of Indian... View Details
Keywords: Martha Lagace
  • 09 Aug 2016
  • First Look

August 9, 2016

paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=51309 Innovation under Regulatory Uncertainty: Evidence from Medical Technology By: Stern, Ariel Dora Abstract—This paper explores how the View Details
Keywords: Sean Silverthorne
  • October 2009 (Revised August 2014)
  • Case

Tengion: Bringing Regenerative Medicine to Life

By: Elie Ofek and Polly Ross Ribatt
Tengion is a young biotech company that is at the frontier of regenerative medicine—a nascent field that seeks to promote the creation of new cells and tissue to repair or replace tissue or organ function lost due to age, disease, damage, or congenital defects. In late... View Details
Keywords: Decision Choices and Conditions; Financial Crisis; Entrepreneurship; Health Care and Treatment; Technological Innovation; Product Launch; Product Development; Research and Development; Biotechnology Industry; United States
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Ofek, Elie, and Polly Ross Ribatt. "Tengion: Bringing Regenerative Medicine to Life." Harvard Business School Case 510-031, October 2009. (Revised August 2014.)
  • November 2024
  • Teaching Note

Mercado Bitcoin: M&A, IPO, or Series B?

By: Raymond Kluender, Emanuele Colonnelli and Sabrina Howell
Teaching Note for HBS Case No. 825-047. In April 2021, Brazilian cryptocurrency platform Mercado Bitcoin, had to decide how to scale: go public, M&A with a bank, or take a VC big check. In a highly volatile market, Roberto Dagnoni, chairman of the board, viewed the... View Details
Keywords: Cryptocurrency; Mergers and Acquisitions; Business Growth and Maturation; Business Startups; Decision Making; Going Public; Ownership Stake; Strategic Planning; Venture Capital; Problems and Challenges; Business Cycles; Digital Platforms; Emerging Markets; Market Timing; Expansion; Diversification; Valuation; Value Creation; Investment Funds; Initial Public Offering; Price; Price Bubble; Negotiation Offer; Information Technology Industry; Information Technology Industry; Brazil; Latin America
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Kluender, Raymond, Emanuele Colonnelli, and Sabrina Howell. "Mercado Bitcoin: M&A, IPO, or Series B?" Harvard Business School Teaching Note 825-092, November 2024.
  • 15 Nov 2011
  • First Look

First Look: November 15

duopoly rather than to remain a monopolist. Bias in Search Results?: Diagnosis and Response Author:Benjamin Edelman Publication:The Indian Journal of Law and Technology 7 (2011) Abstract I explore allegations of search engine bias,... View Details
Keywords: Sean Silverthorne
  • 16 Mar 2009
  • Research & Ideas

When the Internet Runs Out of IP Addresses

addressing fundamentals. But the time is coming when such upgrades will be unavoidable. Usually when a resource becomes scarce, its price increases. But that hasn't happened here because IP addresses are provided at de minimis cost—a View Details
Keywords: by Sean Silverthorne; Telecommunications
  • 26 Mar 2019
  • First Look

New Research and Ideas, March 26, 2019

use biometric identification technology to improve the reliability of administrative information and deliver social services more efficiently. This paper exploits the random placement of biometric devices in tuberculosis (TB) treatment... View Details
Keywords: Dina Gerdeman
  • 21 Jan 2014
  • First Look

First Look: January 21

competition intensity need not improve consumer privacy when consumers exhibit low willingness to pay. Our findings are particularly relevant to the business models of Internet firms and contribute to inform the regulatory debate on... View Details
Keywords: Sean Silverthorne
  • 09 Jan 2024
  • Research & Ideas

Could Clean Hydrogen Become Affordable at Scale by 2030?

Hydrogen is poised to move from the sidelines of global clean energy as the industry learns to produce it more efficiently and at lower cost, according to newly published research led by Gunther Glenk, a climate fellow with Harvard Business School's Institute for the... View Details
Keywords: by Desmond Dodd; Energy; Green Technology
  • 21 Apr 2023
  • Research & Ideas

The $15 Billion Question: Have Loot Boxes Turned Video Gaming into Gambling?

in loot boxes and protect consumers, the authors suggest. The work resonates beyond entertainment to offer insights for the many industries facing regulatory pressures and weighing business models that broadly work, but that trigger... View Details
Keywords: by Scott Van Voorhis; Video Game; Media & Broadcasting
  • August 2024 (Revised November 2024)
  • Case

Mercado Bitcoin: M&A, IPO, or Series B?

By: Raymond Kluender, Emanuele Colonnelli, Sabrina T. Howell and Karina Souza
In April 2021, Brazilian cryptocurrency platform Mercado Bitcoin had to decide how to scale: go public, M&A with a bank, or take a VC big check. In a highly volatile market, Roberto Dagnoni, chairman of the board, viewed the unprecedent crypto momentum as a window of... View Details
Keywords: Cryptocurrency; Mergers and Acquisitions; Business Growth and Maturation; Business Startups; Decision Making; Going Public; Ownership Stake; Strategic Planning; Venture Capital; Problems and Challenges; Business Cycles; Digital Platforms; Emerging Markets; Market Timing; Expansion; Diversification; Valuation; Value Creation; Investment Funds; Initial Public Offering; Price; Price Bubble; Negotiation Offer; Financial Liquidity; Information Technology Industry; Information Technology Industry; Latin America; South America; Brazil; Sao Paulo; United States
Citation
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Kluender, Raymond, Emanuele Colonnelli, Sabrina T. Howell, and Karina Souza. "Mercado Bitcoin: M&A, IPO, or Series B?" Harvard Business School Case 825-047, August 2024. (Revised November 2024.)
  • 09 Dec 2002
  • Research & Ideas

Unilever—A Case Study

newness. 10 Related to the age effect, there is also the strong, but difficult to quantify, possibility that foreign firms experienced management problems because of idiosyncratic features of the U.S. economy, including not only its size but also the View Details
Keywords: by Geoffrey Jones; Consumer Products; Entertainment & Recreation; Food & Beverage; Manufacturing; Retail
  • 06 Mar 2012
  • First Look

First Look: March 6

productive. The authors have studied when 161 countries adopted 104 technologies over the past 200 years, and they conclude that profound economic advantages-as measured by per capita income-accrue to early adopters of technology. Read... View Details
Keywords: Sean Silverthorne
  • 2023
  • Article

Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten

By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma
The Right to Explanation and the Right to be Forgotten are two important principles outlined to regulate algorithmic decision making and data usage in real-world applications. While the right to explanation allows individuals to request an actionable explanation for an... View Details
Keywords: Analytics and Data Science; AI and Machine Learning; Decision Making; Governing Rules, Regulations, and Reforms
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Lakkaraju, Himabindu, Satyapriya Krishna, and Jiaqi Ma. "Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten." Proceedings of the International Conference on Machine Learning (ICML) 40th (2023): 17808–17826.
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