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Publications

Publications

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  • All HBS Web  (54)
    • Faculty Publications  (18)

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    • All HBS Web  (54)
      • Faculty Publications  (18)

      Regression DiscontinuityRemove Regression Discontinuity →

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      • 2025
      • Working Paper

      Extractive Taxation and the French Revolution

      By: Tommaso Giommoni, Gabriel Loumeau and Marco Tabellini
      We study the fiscal determinants of the French Revolution, exploiting plausibly exogenous variation in the salt tax—a large source of royal revenues and one of the most extractive forms of taxation of the Ancien Régime. Implementing a Regression Discontinuity... View Details
      Keywords: Extractive Taxation; Regime Change; French Revolution; State Capacity; Taxation; History; Government Administration; Attitudes; Public Opinion
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      Giommoni, Tommaso, Gabriel Loumeau, and Marco Tabellini. "Extractive Taxation and the French Revolution." Harvard Business School Working Paper, No. 25-047, April 2025. (Featured at VoxEU.)
      • 2025
      • Working Paper

      Generative AI and the Nature of Work

      By: Manuel Hoffmann, Sam Boysel, Frank Nagle, Sida Peng and Kevin Xu
      Recent advances in artificial intelligence (AI) technology demonstrate a considerable potential to complement human capital intensive activities. While an emerging literature documents wide-ranging productivity effects of AI, relatively little attention has been paid... View Details
      Keywords: Generative Ai; Digital Work; Open Source Software; Knowledge Economy; AI and Machine Learning; Open Source Distribution; Organizational Structure; Performance Productivity; Labor
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      Hoffmann, Manuel, Sam Boysel, Frank Nagle, Sida Peng, and Kevin Xu. "Generative AI and the Nature of Work." Harvard Business School Working Paper, No. 25-021, October 2024. (Revised April 2025.)
      • October 2023
      • Article

      Coordination and Bandwagon Effects: How Past Rankings Shape the Behavior of Voters and Candidates

      By: Riako Granzier, Vincent Pons and Clémence Tricaud
      Candidates’ placements in polls or past elections can be powerful coordination devices for both parties and voters. Using a regression discontinuity design in French elections, we show that candidates who place first by only a small margin in the first round are more... View Details
      Keywords: Strategic Voting; Coordination; Bandwagon Effect; Regression Discontinuity Design; French Elections; Voting; Political Elections; Behavior; France
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      Granzier, Riako, Vincent Pons, and Clémence Tricaud. "Coordination and Bandwagon Effects: How Past Rankings Shape the Behavior of Voters and Candidates." American Economic Journal: Applied Economics 15, no. 4 (October 2023): 177–217.
      • October 2023
      • Article

      Innovation on Wings: When Do Nonstop Flights Matter for Global Innovation?

      By: Dany Bahar, Prithwiraj Choudhury, Do Yoon Kim and Wesley Koo
      We study whether, when, and how better connectivity through nonstop flights leads to positive innovation outcomes for firms in the global context. Using unique data of all flights emanating from 5,015 airports around the globe from 2005 to 2015 and exploiting a... View Details
      Keywords: Nonstop Flights; Collaborative Innovation and Invention; Patents; Research and Development; Air Transportation Industry
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      Bahar, Dany, Prithwiraj Choudhury, Do Yoon Kim, and Wesley Koo. "Innovation on Wings: When Do Nonstop Flights Matter for Global Innovation?" Management Science 69, no. 10 (October 2023): 6202–6223.
      • August 2023
      • Article

      Formal Employment and Organized Crime: Regression Discontinuity Evidence from Colombia

      By: Gaurav Khanna, Carlos Medina, Anant Nyshadham, Jorge Tamayo and Nicolas Torres
      Safety net programs, common in settings with high informality like Latin America, often use a means test to establish eligibility. We ask: in settings in which organised crime provides lucrative opportunities in the informal market, will discouraging formal employment... View Details
      Keywords: Gangs; Informality; Crime and Corruption; Job Search; Recruitment; Colombia
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      Khanna, Gaurav, Carlos Medina, Anant Nyshadham, Jorge Tamayo, and Nicolas Torres. "Formal Employment and Organized Crime: Regression Discontinuity Evidence from Colombia." Economic Journal 133 (August 2023): 2427–2448.
      • 2023
      • Working Paper

      Keep Your Enemies Closer: Strategic Platform Adjustments during U.S. and French Elections

      By: Rafael Di Tella, Randy Kotti, Caroline Le Pennec and Vincent Pons
      A key tenet of representative democracy is that politicians' discourse and policies should follow voters' preferences. In the median voter theorem, this outcome emerges as candidates strategically adjust their platform to get closer to their opponent. Despite its... View Details
      Keywords: Political Ideology; Political Elections; United States; France
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      Di Tella, Rafael, Randy Kotti, Caroline Le Pennec, and Vincent Pons. "Keep Your Enemies Closer: Strategic Platform Adjustments during U.S. and French Elections." NBER Working Paper Series, No. 31503, July 2023.
      • 2023
      • Article

      Exploiting Discovered Regression Discontinuities to Debias Conditioned-on-observable Estimators

      By: Benjamin Jakubowski, Siram Somanchi, Edward McFowland III and Daniel B. Neill
      Regression discontinuity (RD) designs are widely used to estimate causal effects in the absence of a randomized experiment. However, standard approaches to RD analysis face two significant limitations. First, they require a priori knowledge of discontinuities in... View Details
      Keywords: Regression Discontinuity Design; Analytics and Data Science; AI and Machine Learning
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      Jakubowski, Benjamin, Siram Somanchi, Edward McFowland III, and Daniel B. Neill. "Exploiting Discovered Regression Discontinuities to Debias Conditioned-on-observable Estimators." Journal of Machine Learning Research 24, no. 133 (2023): 1–57.
      • 2022
      • Working Paper

      Coordination and Incumbency Advantage in Multi-Party Systems: Evidence from French Elections

      By: Kevin Dano, Francesco Ferlenga, Vincenzo Galasso, Caroline Le Pennec and Vincent Pons
      In theory, free and fair elections can improve the selection of politicians and incentivize them to exert effort. In practice, incumbency advantage and coordination issues may lead to the (re)election of bad politicians. We ask whether these two forces compound each... View Details
      Keywords: Political Parties; Incumbent Politicians; Democracy; Political Elections; Competitive Advantage
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      Dano, Kevin, Francesco Ferlenga, Vincenzo Galasso, Caroline Le Pennec, and Vincent Pons. "Coordination and Incumbency Advantage in Multi-Party Systems: Evidence from French Elections." NBER Working Paper Series, No. 30541, October 2022.
      • September 2022
      • Article

      The Impact of Financial Assistance Programs on Health Care Utilization: Evidence from Kaiser Permanente

      By: Alyce S. Adams, Raymond Kluender, Neale Mahoney, Jinglin Wang, Francis Wong and Wesley Yin
      Most hospitals have financial assistance programs for low-income patients. We use administrative data from Kaiser Permanente to study the effects of financial assistance on health care utilization. Using a regression discontinuity design based on an income threshold... View Details
      Keywords: Healthcare; Utilization; Financial Assistance; Health Care and Treatment; Social Issues; Poverty; Health Industry
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      Adams, Alyce S., Raymond Kluender, Neale Mahoney, Jinglin Wang, Francis Wong, and Wesley Yin. "The Impact of Financial Assistance Programs on Health Care Utilization: Evidence from Kaiser Permanente." American Economic Review: Insights 4, no. 3 (September 2022): 389–407.
      • 2022
      • Working Paper

      Innovation on Wings: Nonstop Flights and Firm Innovation in the Global Context

      By: Dany Bahar, Prithwiraj Choudhury, Do Yoon Kim and Wesley W. Koo
      We study whether, when, and how better connectivity through nonstop flights leads to positive innovation outcomes for firms in the global context. Using unique data of all flights emanating from 5,015 airports around the globe from 2005 to 2015 and exploiting a... View Details
      Keywords: Nonstop Flights; Collaborative Innovation and Invention; Patents; Research and Development; Air Transportation Industry
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      Bahar, Dany, Prithwiraj Choudhury, Do Yoon Kim, and Wesley W. Koo. "Innovation on Wings: Nonstop Flights and Firm Innovation in the Global Context." Harvard Business School Working Paper, No. 23-009, July 2022.
      • 2022
      • Working Paper

      Electoral Turnovers

      By: Benjamin Marx, Vincent Pons and Vincent Rollet
      In most national elections, voters face a key choice between continuity and change. Electoral turnovers occur when the incumbent candidate or party fails to win reelection. To understand how turnovers affect national outcomes, we study the universe of presidential and... View Details
      Keywords: Election Outcomes; Regression Discontinuity Design; Political Elections; Change; Global Range; Outcome or Result; Economy; Governance; Performance Improvement
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      Marx, Benjamin, Vincent Pons, and Vincent Rollet. "Electoral Turnovers." NBER Working Paper Series, No. 29766, February 2022. (Revise and resubmit requested, Review of Economic Studies.)
      • 2022
      • Working Paper

      The Impact of Campaign Finance Rules on Candidate Selection and Electoral Outcomes: Evidence from France

      By: Nikolaj Broberg, Vincent Pons and Clémence Tricaud
      This paper investigates the effects of campaign finance rules on electoral outcomes. In French departmental and municipal elections, candidates competing in districts above 9,000 inhabitants face spending limits and are eligible for public reimbursement if they obtain... View Details
      Keywords: Political Elections; Finance; Governing Rules, Regulations, and Reforms; Outcome or Result; France
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      Broberg, Nikolaj, Vincent Pons, and Clémence Tricaud. "The Impact of Campaign Finance Rules on Candidate Selection and Electoral Outcomes: Evidence from France." NBER Working Paper Series, No. 29805, February 2022.
      • September 2018
      • Article

      Expressive Voting and Its Cost: Evidence from Runoffs with Two or Three Candidates

      By: Vincent Pons and Clémence Tricaud
      In French parliamentary and local elections, candidates ranked first and second in the first round automatically qualify for the second round, while a third candidate qualifies only when selected by more than 12.5 percent of registered citizens. Using a fuzzy RDD... View Details
      Keywords: Expressive Voting; Strategic Voting; Regression Discontinuity Design; French Elections; Voting; Political Elections; France
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      Pons, Vincent, and Clémence Tricaud. "Expressive Voting and Its Cost: Evidence from Runoffs with Two or Three Candidates." Econometrica 86, no. 5 (September 2018): 1621–1649.
      • 2018
      • Working Paper

      Expressive Voting and Its Cost: Evidence from Runoffs with Two or Three Candidates

      By: Vincent Pons and Clémence Tricaud
      In French parliamentary and local elections, candidates ranked first and second in the first round automatically qualify for the second round, while a third candidate qualifies only when selected by more than 12.5 percent of registered citizens. Using a fuzzy RDD... View Details
      Keywords: Expressive Voting; Strategic Voting; Regression Discontinuity Design; French Elections; Voting; Political Elections; Behavior; France
      Citation
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      Pons, Vincent, and Clémence Tricaud. "Expressive Voting and Its Cost: Evidence from Runoffs with Two or Three Candidates." Harvard Business School Working Paper, No. 17-107, May 2017. (Revised February 2018. Revise and resubmit requested, Econometrica.)
      • March 2017
      • Article

      Institutional Ownership and Corporate Tax Avoidance: New Evidence

      By: Mozaffar N. Khan, Suraj Srinivasan and Liang Tan
      We provide new evidence on the agency theory of corporate tax avoidance (Slemrod, 2004; Crocker and Slemrod, 2005; Chen and Chu, 2005) by showing that increases in institutional ownership are associated with increases in tax avoidance. Using the Russell index... View Details
      Keywords: Tax Avoidance; Agency Costs; Institutional Ownership; Private Ownership; Crime and Corruption; Taxation; Agency Theory
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      Khan, Mozaffar N., Suraj Srinivasan, and Liang Tan. "Institutional Ownership and Corporate Tax Avoidance: New Evidence." Accounting Review 92, no. 2 (March 2017): 101–122.
      • January 2014
      • Article

      The Consequences of Entrepreneurial Finance: Evidence from Angel Financings

      By: William R. Kerr, Josh Lerner and Antoinette Schoar
      This paper documents that ventures that are funded by two successful angel groups experience superior outcomes to rejected ventures: they have improved survival, exits, employment, patenting, web traffic, and financing. We use strong discontinuities in angel funding... View Details
      Keywords: Business Ventures; Financing and Loans; Interests; Employment; Patents; Internet and the Web; Operations; Entrepreneurship; Business Exit or Shutdown
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      Kerr, William R., Josh Lerner, and Antoinette Schoar. "The Consequences of Entrepreneurial Finance: Evidence from Angel Financings." Review of Financial Studies 27, no. 1 (January 2014): 20–55.
      • November 2013
      • Article

      The Performance of Corporate Alliances: Evidence from Oil and Gas Drilling in the Gulf of Mexico

      By: John Beshears
      I use data on oil and gas drilling in the Gulf of Mexico to measure how a corporate alliance—a group of firms that jointly develops an offshore tract—performs relative to a solo firm. I employ a regression discontinuity strategy based on bids in first-price sealed-bid... View Details
      Keywords: Organizational Form; Corporate Alliances; Oil And Gas Production; Lease Auctions; Regression Discontinuity; Alliances; Organizational Structure; Auctions; Performance; Energy Sources; Leasing; Energy Industry
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      Beshears, John. "The Performance of Corporate Alliances: Evidence from Oil and Gas Drilling in the Gulf of Mexico." Journal of Financial Economics 110, no. 2 (November 2013): 324–346.
      • March 2013
      • Article

      Bridging the Gap? Government Subsidized Lending and Access to Capital

      By: Josh Lerner and Kristle Romero-Cortes
      The consequences of providing public funds to financial institutions remain controversial. We examine the Community Development Financial Institution (CDFI) Fund's impact on credit union activity, using hitherto little studied U.S. Treasury data. The CDFI Fund grants... View Details
      Keywords: Financing and Loans; Credit; Government and Politics; Financial Institutions; United States
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      Lerner, Josh, and Kristle Romero-Cortes. "Bridging the Gap? Government Subsidized Lending and Access to Capital." Review of Corporate Finance Studies 2, no. 1 (March 2013): 98–128.
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