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  • January 2024
  • Article

Investing with the Government: A Field Experiment in China

By: Emanuele Colonnelli, Bo Li and Ernest Liu
We study the demand for government participation in China’s venture capital and private equity market. We conduct a large-scale, non-deceptive field experiment in collaboration with the leading industry service provider, through which we survey both capital investors... View Details
Keywords: Venture Capital; Private Equity; Business and Government Relations; Entrepreneurship; China
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Colonnelli, Emanuele, Bo Li, and Ernest Liu. "Investing with the Government: A Field Experiment in China." Journal of Political Economy 132, no. 1 (January 2024): 248–294.
  • March 2014
  • Article

Do Analysts Follow Managers Who Switch Companies? An Analysis of Relationships in the Capital Markets

By: Francois Brochet, Gregory S. Miller and Suraj Srinivasan
We examine the importance of professional relationships developed between analysts and managers by investigating analyst coverage decisions in the context of CEO and CFO moves between publicly listed firms. We find that top executive moves from an origin firm to a... View Details
Keywords: Management Turnover; Analyst Coverage; Capital Market Relationships; Capital Markets; Relationships
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Brochet, Francois, Gregory S. Miller, and Suraj Srinivasan. "Do Analysts Follow Managers Who Switch Companies? An Analysis of Relationships in the Capital Markets." Accounting Review 89, no. 2 (March 2014).
  • 18 May 2010
  • First Look

First Look: May 18

workers' quality becomes known only in the late part of the market. However, in equilibrium, matching can occur (inefficiently) early only when there is comparable demand and supply: a surplus of applicants, but a shortage of high-quality... View Details
Keywords: Martha Lagace
  • 2025
  • Working Paper

The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise

By: Fabrizio Dell'Acqua, Charles Ayoubi, Hila Lifshitz, Raffaella Sadun, Ethan Mollick, Lilach Mollick, Yi Han, Jeff Goldman, Hari Nair, Stew Taub and Karim R. Lakhani
We examine how artificial intelligence transforms the core pillars of collaboration— performance, expertise sharing, and social engagement—through a pre-registered field experiment with 776 professionals at Procter & Gamble, a global consumer packaged goods company.... View Details
Keywords: Artificial Intelligence; Teamwork; Human-machine Interaction; Productivity; Skills; Innovation; Field Experiment; AI and Machine Learning; Groups and Teams; Competency and Skills; Performance Productivity; Collaborative Innovation and Invention; Product Development
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Dell'Acqua, Fabrizio, Charles Ayoubi, Hila Lifshitz, Raffaella Sadun, Ethan Mollick, Lilach Mollick, Yi Han, Jeff Goldman, Hari Nair, Stew Taub, and Karim R. Lakhani. "The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise." Harvard Business School Working Paper, No. 25-043, March 2025.
  • November 2024 (Revised January 2025)
  • Case

MiDAS: Automating Unemployment Benefits

By: Shikhar Ghosh and Shweta Bagai
In 2015, the state of Michigan considered whether to nominate its Michigan Integrated Data Automated System (MiDAS) for a prestigious state technology award. Launched in 2013 amid severe budget pressures, the $47 million automated fraud detection system was designed to... View Details
Keywords: Artificial Intelligence; AI; Machine Learning Models; Algorithmic Data; Automation; Benefits; Compensation; Cost Reduction; Government; Fraud; Government Technology; Public Sector; Systems; Systems Integration; Unemployment Insurance; Waste Heat Recovery; AI and Machine Learning; Government Administration; Insurance; Decision Making; Digital Transformation; Employment; Public Administration Industry; United States; Michigan
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Ghosh, Shikhar, and Shweta Bagai. "MiDAS: Automating Unemployment Benefits." Harvard Business School Case 825-100, November 2024. (Revised January 2025.)
  • July 2020
  • Supplement

PeopleAnswers (B): The Infor Acquisition

By: Daniel P. Gross
In the fall of 2009, founder and CEO Gab Goncalves has turned PeopleAnswers, Inc. from a fledgling startup to a steadily growing company of nearly 50 employees and $10 million recurring revenue. PeopleAnswers provides people analytics software which its clients use to... View Details
Keywords: People Analytics; Entrepreneurship; Strategy; Growth and Development; Human Resources; Selection and Staffing; Mergers and Acquisitions
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Gross, Daniel P. "PeopleAnswers (B): The Infor Acquisition." Harvard Business School Supplement 720-433, July 2020.
  • 2012
  • Working Paper

School Accountability and Principal Mobility: How No Child Left Behind Affects the Allocation of School Leaders

By: Danielle Li
The move toward increased school accountability may substantially affect the career risks that school leaders face without providing commensurate changes in pay. Since effective school leaders likely have significant scope in choosing where to work, these uncompensated... View Details
Keywords: Leadership; Corporate Accountability; Education; North Carolina
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Li, Danielle. "School Accountability and Principal Mobility: How No Child Left Behind Affects the Allocation of School Leaders." Harvard Business School Working Paper, No. 16-052, October 2015.
  • 2010
  • Book

The Comingled Code: Open Source and Economic Development

By: Josh Lerner and Mark Schankerman
Discussions of the economic impact of open source software often generate more heat than light. Advocates passionately assert the benefits of open source, while critics decry its effects. Missing from the debate is rigorous economic analysis and systematic... View Details
Keywords: Development Economics; Economic Growth; Policy; Government and Politics; Open Source Distribution; Software
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Lerner, Josh, and Mark Schankerman. The Comingled Code: Open Source and Economic Development. MIT Press, 2010.
  • 25 Jun 2024
  • Research & Ideas

Rapport: The Hidden Advantage That Women Managers Bring to Teams

workers. Workers matching the gender of managers also were more willing to accept shift reassignments and take on additional training certifications as needed, making scheduling simpler. “Workers are more willing to do this significant... View Details
Keywords: by Kara Baskin; Food & Beverage
  • 2007
  • Working Paper

The New Market for Federal Judicial Law Clerks

By: Christopher Avery, Christine Jolls, Richard Posner and Alvin E. Roth
In the past, judges have often hired applicants for judicial clerkships as early as the beginning of the second year of law school for positions commencing approximately two years down the road. In the new hiring regime for federal judicial law clerks, by contrast,... View Details
Keywords: Law; Education; Employment; Selection and Staffing; Marketplace Matching
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Avery, Christopher, Christine Jolls, Richard Posner, and Alvin E. Roth. "The New Market for Federal Judicial Law Clerks." NBER Working Paper Series, No. 13213, July 2007.
  • 2025
  • Working Paper

Markups and Cost Pass-through Along the Supply Chain

By: Santiago Alvarez-Blaser, Alberto Cavallo, Alexander MacKay and Paolo Mengano
We study markups and pricing strategies along the supply chain. Our unique dataset combines detailed price and cost information from a large global manufacturer with matched retail prices collected online for the period July 2018 through June 2023. We show that total... View Details
Keywords: Markups; Pricing; Price; Supply Chain; Inflation and Deflation; Cost
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Alvarez-Blaser, Santiago, Alberto Cavallo, Alexander MacKay, and Paolo Mengano. "Markups and Cost Pass-through Along the Supply Chain." Harvard Business School Working Paper, No. 25-009, August 2024. (Revised February 2025.)
  • 2021
  • Working Paper

Limits to Bank Deposit Market Power

By: Juliane Begenau and Erik Stafford
Claims about the market power of bank deposits in the banking literature are numerous and far reaching. Recently, a causal narrative has emerged in the banking literature: market power in bank deposits, measured as imperfect pass-through of short-term market rates on... View Details
Keywords: Bank Deposits; Market Power; Net Interest Margin (NIM); Banks and Banking; Interest Rates; Risk and Uncertainty
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Begenau, Juliane, and Erik Stafford. "Limits to Bank Deposit Market Power." Harvard Business School Working Paper, No. 22-039, November 2021.
  • January–February 2021
  • Article

Cross‐firm Return Predictability and Accounting Quality

By: Wen Chen, Mozaffar Khan, Leonid Kogan and George Serafeim
We test the hypothesis that if poor accounting quality (AQ) is associated with poor investor understanding of firms’ revenue and cost structures, then poor AQ stocks likely respond more slowly than good AQ stocks to new non‐idiosyncratic information that affects both... View Details
Keywords: Accounting Quality; Earnings Quality; Stock Returns; Investment Strategy; Accounting; Business Earnings; Quality; Investment Return; Investment; Strategy
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Chen, Wen, Mozaffar Khan, Leonid Kogan, and George Serafeim. "Cross‐firm Return Predictability and Accounting Quality." Journal of Business Finance & Accounting 48, nos. 1-2 (January–February 2021): 70–101.
  • August 2020 (Revised March 2021)
  • Supplement

Migros Turkey: Scaling Online Operations (B)

By: Antonio Moreno and Gamze Yucaoglu
The case opens in February 2020 as Ozgur Tort and Mustafa Bartin, CEO and chief large-format and online retail officer of Migros Ticaret A.S. (Migros), Turkey’s oldest and one of its largest supermarket chains, are looking over the results of the fulfillment pilot the... View Details
Keywords: Grocery; Business Model; Strategy; Digital Platforms; Information Technology; Technology Adoption; Value Creation; Globalization; Competition; Expansion; Logistics; Profit; Resource Allocation; Corporate Strategy; Retail Industry; Turkey
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Moreno, Antonio, and Gamze Yucaoglu. "Migros Turkey: Scaling Online Operations (B)." Harvard Business School Supplement 621-027, August 2020. (Revised March 2021.)
  • February 2019 (Revised January 2020)
  • Case

Pierre Foods Acquisition of Advance Foods (A)

By: Guhan Subramanian and Mike Harmon
This case (A), and its related cases (B-E), establish a setting to discuss an M&A transaction and some of the key legal contracts that are associated with it. In 2010, private equity backed food manufacturer Pierre Foods is contemplating the acquisition of a key... View Details
Keywords: Mergers and Acquisitions; Contracts; Agreements and Arrangements; Negotiation; Complexity
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Subramanian, Guhan, and Mike Harmon. "Pierre Foods Acquisition of Advance Foods (A)." Harvard Business School Case 919-022, February 2019. (Revised January 2020.)
  • May 2013 (Revised March 2014)
  • Case

Benetton Group S.p.A., 2000

By: John R. Wells and Galen Danskin
In 2000, Benetton was one of the leading mass fashion competitors in the world with approximately $1.9 billion in sales across 5,500 stores in 120 countries. But the company's fortunes seemed to be on the wane. Operating profits had fallen 9% from the prior year to... View Details
Keywords: Fashion; Strategic Change; Strategic Management; Globalized Firms and Management; Marketing Strategy; Competitive Advantage; Performance Consistency; Management Teams; Strategy; Fashion Industry; Apparel and Accessories Industry; Retail Industry; Italy
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Wells, John R., and Galen Danskin. "Benetton Group S.p.A., 2000." Harvard Business School Case 713-510, May 2013. (Revised March 2014.)
  • 2012
  • Working Paper

Rainmakers: Why Bad Weather Means Good Productivity

By: Jooa Julia Lee, Francesca Gino and Bradley R. Staats
People believe that weather conditions influence their everyday work life, but to date, little is known about how weather affects individual productivity. Most people believe that bad weather conditions reduce productivity. In this research, we predict and find just... View Details
Keywords: Productivity; Opportunity Cost; Distractions; Weather; Performance Productivity; Social Psychology; Mathematical Methods
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Lee, Jooa Julia, Francesca Gino, and Bradley R. Staats. "Rainmakers: Why Bad Weather Means Good Productivity." Harvard Business School Working Paper, No. 13-005, July 2012.
  • 13 Jul 2016
  • HBS Case

How Uber, Airbnb, and Etsy Attracted Their First 1,000 Customers

than the competition, and setting a standard for photography that later property owners rose to match in order to compete against other homes. “The underlying principle of this is you should help your suppliers portray themselves in the... View Details
Keywords: by Michael Blanding; Retail; Service; Transportation
  • Forthcoming
  • Article

Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub

By: Annamaria Conti, Christian Peukert and Maria P. Roche
We study the engagement of nascent firms with open source communities and its implications for innovation and attracting funding. To do so, we link data on 160,065 U.S. startups from Crunchbase to their activities on the open source software development platform... View Details
Keywords: Startups; Knowledge; Open Source Communities; GitHub; Machine Learning; Innovation; Business Startups; Venture Capital; Information Technology; Strategy
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Conti, Annamaria, Christian Peukert, and Maria P. Roche. "Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub." Organization Science (forthcoming). (Pre-published online March 7, 2025.)
  • November–December 2024
  • Article

Outcome-Driven Dynamic Refugee Assignment with Allocation Balancing

By: Kirk Bansak and Elisabeth Paulson
This study proposes two new dynamic assignment algorithms to match refugees and asylum seekers to geographic localities within a host country. The first, currently implemented in a multi-year pilot in Switzerland, seeks to maximize the average predicted employment... View Details
Keywords: AI and Machine Learning; Refugees; Geographic Location; Employment
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Bansak, Kirk, and Elisabeth Paulson. "Outcome-Driven Dynamic Refugee Assignment with Allocation Balancing." Operations Research 72, no. 6 (November–December 2024): 2375–2390.
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