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  • February 2009
  • Case

Avid Radiopharmaceuticals: The Venture Debt Question

By: Matthew Rhodes-Kropf and Ann Leamon
The CEO of a promising biotech company must decide how to respond to the macro-economic slump of late 2008. He had planned to pursue an aggressive schedule, moving the firm's Alzheimer's and Parkinson's disease imaging compounds through clinical trials and into the... View Details
Keywords: Financial Crisis; Entrepreneurship; Borrowing and Debt; Venture Capital; Financial Management; Investment; Health Testing and Trials; Expansion; Biotechnology Industry; Pharmaceutical Industry
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Rhodes-Kropf, Matthew, and Ann Leamon. "Avid Radiopharmaceuticals: The Venture Debt Question." Harvard Business School Case 809-086, February 2009.
  • December 2017 (Revised November 2023)
  • Technical Note

The BGIE Twenty (2024 version)

By: Alberto Cavallo, Kristin Fabbe, Mattias Fibiger, Jeremy Friedman, Reshmaan Hussam, Vincent Pons and Matthew Weinzierl
The purpose of this technical note is to explain the BGIE Twenty, an “idea-kit” that serves as the intellectual backbone of the BGIE course. Each year, the BGIE professors decide on the twenty ideas that we believe are the most important for students to study in... View Details
Keywords: Ideas; Business Education; Curriculum and Courses; Analysis
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Cavallo, Alberto, Kristin Fabbe, Mattias Fibiger, Jeremy Friedman, Reshmaan Hussam, Vincent Pons, and Matthew Weinzierl. "The BGIE Twenty (2024 version)." Harvard Business School Technical Note 718-032, December 2017. (Revised November 2023.)
  • 17 Nov 2015
  • First Look

November 17, 2015

Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=50066 Cost of Experimentation and the Evolution of Venture Capital By: Ewens, Michael, Ramana Nanda, and Matthew Rhodes-Kropf Abstract—We study adaptation View Details
Keywords: Sean Silverthorne
  • 14 Aug 2017
  • Conference Presentation

A Convex Framework for Fair Regression

By: Richard Berk, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Roth
We introduce a flexible family of fairness regularizers for (linear and logistic) regression problems. These regularizers all enjoy convexity, permitting fast optimization, and they span the range from notions of group fairness to strong individual fairness. By varying... View Details
Keywords: Regression Models; Machine Learning; Fairness; Framework; Mathematical Methods
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Berk, Richard, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Roth. "A Convex Framework for Fair Regression." Paper presented at the 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), August 14, 2017.
  • February 2012 (Revised June 2012)
  • Case

Rospil.info

By: Paul Healy, Karthik Ramanna and Matthew Shaffer
What should business leaders do about corruption? In December 2011, four HBS alumni met to debate how to engage the unprecedented protests against Vladimir Putin's corrupt government, which had erupted in Russia in response to alleged fraud in the recent parliamentary... View Details
Keywords: Leadership; Crime and Corruption; Government and Politics; Social and Collaborative Networks; Blogs; Information Industry; Russia
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Healy, Paul, Karthik Ramanna, and Matthew Shaffer. "Rospil.info." Harvard Business School Case 112-033, February 2012. (Revised June 2012.)
  • February 2014
  • Article

Governance and CEO Turnover: Do Something or Do the Right Thing?

By: Ray Fisman, Rakesh Khurana, Matthew Rhodes-Kropf and Soojin Yim
We study how corporate governance affects firm value through the decision of whether to fire or retain the CEO. We present a model in which weak governance—which prevents shareholders from controlling the board—protects inferior CEOs from dismissal, while at the same... View Details
Keywords: Governing and Advisory Boards; Value; Retention; Resignation and Termination; Corporate Governance; Management Teams; Business and Shareholder Relations
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Fisman, Ray, Rakesh Khurana, Matthew Rhodes-Kropf, and Soojin Yim. "Governance and CEO Turnover: Do Something or Do the Right Thing?" Management Science 60, no. 2 (February 2014): 319–337.
  • 2025
  • Working Paper

Warnings and Endorsements: Improving Human-AI Collaboration in the Presence of Outliers

By: Matthew DosSantos DiSorbo, Kris Ferreira, Maya Balakrishnan and Jordan Tong
Problem definition: While artificial intelligence (AI) algorithms may perform well on data that are representative of the training set (inliers), they may err when extrapolating on non-representative data (outliers). How can humans and algorithms work together to make... View Details
Keywords: AI and Machine Learning; Decision Choices and Conditions
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DosSantos DiSorbo, Matthew, Kris Ferreira, Maya Balakrishnan, and Jordan Tong. "Warnings and Endorsements: Improving Human-AI Collaboration in the Presence of Outliers." Working Paper, May 2025.
  • 22 Nov 2011
  • First Look

First Look: November 22

  PublicationsCompeting through Business Models Authors:Ramon Casadesus-Masanell and Joan E. Ricart Publication:In Handbook of Research on Competitive Strategy, edited by Giovanni Battista Dagnino. Edward Elgar Publishing, forthcoming An... View Details
Keywords: Sean Silverthorne
  • 2024
  • Working Paper

Scaling Core Earnings Measurement with Large Language Models

By: Matthew Shaffer and Charles CY Wang
We study the application of large language models (LLMs) to the estimation of core earnings, i.e., a firm's persistent profitability from its core business activities. This construct is central to investors' assessments of economic performance and valuations. However,... View Details
Keywords: Large Language Models; AI and Machine Learning; Accounting; Profit; Corporate Disclosure; Analytics and Data Science; Measurement and Metrics
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Shaffer, Matthew, and Charles CY Wang. "Scaling Core Earnings Measurement with Large Language Models." Working Paper, November 2024.
  • 2017
  • Working Paper

Cost of Experimentation and the Evolution of Venture Capital

By: Michael Ewens, Ramana Nanda and Matthew Rhodes-Kropf
We study how technological shocks to the cost of starting new businesses have led the venture capital model to adapt in fundamental ways over the prior decade. We both document and provide a framework to understand the changes in the investment strategy of VCs in... View Details
Keywords: Innovation; Investing; Abandonment Option; Technological Innovation; Venture Capital; Entrepreneurship; Investment
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Ewens, Michael, Ramana Nanda, and Matthew Rhodes-Kropf. "Cost of Experimentation and the Evolution of Venture Capital." Harvard Business School Working Paper, No. 15-070, February 2015. (Revised March 2017, Forthcoming in the Journal of Financial Economics.)
  • October 2013 (Revised February 2019)
  • Case

Chobani: Growing a Live and Active Culture (Abridged)

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; Culture; Growth Strategy; Growth Management; Yogurt; Innovation Strategy; Leadership; Organizational Culture; Entrepreneurship; Marketing; Growth and Development Strategy; Agribusiness; Manufacturing Industry; Food and Beverage Industry; United States; Canada; Australia
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Margolis, Joshua D., and Matthew Preble. "Chobani: Growing a Live and Active Culture (Abridged)." Harvard Business School Case 414-046, October 2013. (Revised February 2019.)
  • February 2008
  • Supplement

Shinhan Financial Group (B)

By: Rosabeth Moss Kanter and Matthew J. Morgan
By 2007, there were many signs that the merger of Chohung and Shinhan banks to form the Shinhan Financial Group in 2003 had met its goals. Shinhan Financial Group's stock price had increased from $31 a share at its opening on the New York Stock Exchange in September... View Details
Keywords: Mergers and Acquisitions; Global Strategy; Expansion; Markets; Strategic Planning; South Korea
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Kanter, Rosabeth Moss, and Matthew J. Morgan. "Shinhan Financial Group (B)." Harvard Business School Supplement 308-095, February 2008.
  • February 2009 (Revised March 2009)
  • Case

Publicis Groupe 2009: Toward a Digital Transformation

By: Rosabeth M. Kanter and Matthew Bird
After a series of acquisitions, Maurice Levy, the Chairman and CEO of Publicis Groupe, had created the fourth largest marketing and communications company in the world. His next major challenge was managing the firm's digital transformation. In December 2006, the... View Details
Keywords: Mergers and Acquisitions; Transformation; Financial Crisis; Globalized Firms and Management; Leading Change; Organizational Change and Adaptation; Expansion; Information Technology; Advertising Industry; Communications Industry
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Kanter, Rosabeth M., and Matthew Bird. "Publicis Groupe 2009: Toward a Digital Transformation." Harvard Business School Case 309-085, February 2009. (Revised March 2009.)
  • 07 Feb 2012
  • First Look

First Look: February 7

has been divided by both worldview and practice. Why, in the face of the common challenge of dependence on imported Russian gas, have national reactions to such vulnerability varied so dramatically across the continent? And why have a... View Details
Keywords: Sean Silverthorne
  • January 2025 (Revised February 2025)
  • Background Note

A High-Tech Revolution with Chinese Characteristics: China's Drive Towards EV Supremacy

By: William C. Kirby, Daniel Fu and Matthew Ngai
This background note explains and documents the rise of China's EV industry. Moreover, it identifies the challenges facing it and posits several questions about the decisions needed to be made to sustain the industry's global dominance. Would Chinese producers be able... View Details
Keywords: State Capitalism; Electric Vehicles; Tesla; Renewable Energy; Global Strategy; Taxation; Technological Innovation; Industry Growth; Competition; Auto Industry; China; United States; Japan; European Union
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Kirby, William C., Daniel Fu, and Matthew Ngai. "A High-Tech Revolution with Chinese Characteristics: China's Drive Towards EV Supremacy." Harvard Business School Background Note 325-073, January 2025. (Revised February 2025.)
  • April 2025
  • Supplement

Lisa Su and AMD (B)

By: Joshua D. Margolis, Matthew Preble and Dave Habeeb
This multimedia case study focuses on CEO Lisa Su’s turnaround and subsequent transformation of the technology company Advanced Micro Devices, Inc. (AMD). When Su accepted the top position in 2014, AMD was on the verge of collapse. Su focused on the company’s culture,... View Details
Keywords: Turnaround; Leading Change; Transformation; AI and Machine Learning; Innovation Leadership; Innovation Strategy; Organizational Culture; Business and Stakeholder Relations; Business Strategy; Semiconductor Industry; Computer Industry; United States; California; Texas
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Margolis, Joshua D., Matthew Preble, and Dave Habeeb. "Lisa Su and AMD (B)." Harvard Business School Supplement 425-705, April 2025.
  • 12 Jun 2018
  • First Look

New Research and Ideas, June 12, 2018

emergence of political economy and the project of creating market societies. By reconstructing ideas in their historical contexts, I address motivations and contingencies at the very foundations of modernity. Publisher's link:... View Details
Keywords: Dina Gerdeman
  • 22 Mar 2016
  • First Look

March 22, 2016

institutions. It explores as well new efforts to understand the micro mechanisms and channels by which host countries can benefit from multinational activity, within and between firm productivity increases. Publisher's link:... View Details
Keywords: Sean Silverthorne
  • July 2014
  • Article

Convergence of Position Auctions under Myopic Best-Response Dynamics

By: Matthew Cary, Aparna Das, Benjamin Edelman, Ioannis Giotis, Kurtis Heimerl, Anna Karlin, Scott Duke Kominers, Claire Mathieu and Michael Schwarz
We study the dynamics of multi-round position auctions, considering both the case of exogenous click-through rates and the case in which click-through rates are determined by an endogenous consumer search process. In both contexts, we demonstrate that the dynamic... View Details
Keywords: Sponsored Search; Advertising; Google; Equilibrium Selection; Online Advertising; Advertising Industry
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Cary, Matthew, Aparna Das, Benjamin Edelman, Ioannis Giotis, Kurtis Heimerl, Anna Karlin, Scott Duke Kominers, Claire Mathieu, and Michael Schwarz. "Convergence of Position Auctions under Myopic Best-Response Dynamics." ACM Transactions on Economics and Computation 2, no. 3 (July 2014): 1–20.
  • January 2014 (Revised May 2014)
  • Background Note

Rail Transportation in the United States

By: Rosabeth Moss Kanter and Matthew Guilford
In the 20th century, automobiles and airlines pushed rail into the background as an often-troubled and neglected mode. After a review of the long history of rail in the U.S., this paper examines the situation in the 21st century, including the rail market structure,... View Details
Keywords: Railroad History; History; Rail Transportation; Rail Industry
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Kanter, Rosabeth Moss, and Matthew Guilford. "Rail Transportation in the United States." Harvard Business School Background Note 314-084, January 2014. (Revised May 2014.)
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