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Publications

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    • All HBS Web  (216)
      • Faculty Publications  (27)

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      • 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.
      • 2025
      • Working Paper

      Exports in Disguise? Trade Rerouting During the U.S.-China Trade War

      By: Ebehi Iyoha, Edmund Malesky, Jaya Wen and Sung-Ju Wu
      This paper introduces a new measure of tariff evasion through rerouting and applies it to the 2018 U.S.–China trade war, focusing on Vietnam as a transit country. We use transaction-level trade data and define rerouting as the flow of a granular eight-digit Harmonized... View Details
      Keywords: Trade; International Relations; Logistics; China; Viet Nam; United States
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      Iyoha, Ebehi, Edmund Malesky, Jaya Wen, and Sung-Ju Wu. "Exports in Disguise? Trade Rerouting During the U.S.-China Trade War." Harvard Business School Working Paper, No. 24-072, May 2024. (Revised March 2025.)
      • March 2024
      • Article

      Flight to Safety: How Economic Downturns Affect Talent Flows to Startups

      By: Shai Bernstein, Richard Townsend and Ting Xu
      Using proprietary data from AngelList Talent, we study how individuals’ job search and application behavior changed during the COVID-19 downturn. We find that job seekers shifted their searches toward more established firms and away from early-stage startups, even... View Details
      Keywords: Startup Labor Market; Flight To Safety; COVID-19; Recession; Job Search; Behavior
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      Bernstein, Shai, Richard Townsend, and Ting Xu. "Flight to Safety: How Economic Downturns Affect Talent Flows to Startups." Review of Financial Studies 37, no. 3 (March 2024): 837–881.
      • November 2020
      • Article

      Taxation in Matching Markets

      By: Arnaud Dupuy, Alfred Galichon, Sonia Jaffe and Scott Duke Kominers
      We analyze the effects of taxation in two-sided matching markets, i.e., markets in which all agents have heterogeneous preferences over potential partners. In matching markets, taxes can generate inefficiency on the allocative margin by changing who is matched to whom,... View Details
      Keywords: Matching Markets; Labor Markets; Taxation; Labor; Markets
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      Dupuy, Arnaud, Alfred Galichon, Sonia Jaffe, and Scott Duke Kominers. "Taxation in Matching Markets." International Economic Review 61, no. 4 (November 2020): 1591–1634.
      • 2022
      • Working Paper

      Flight to Safety: How Economic Downturns Affect Talent Flows to Startups

      By: Shai Bernstein, Richard Townsend and Ting Xu
      Using proprietary data from AngelList Talent, we study how individuals’ job search and application behavior changed during the COVID-19 downturn. We find that job seekers shifted their searches toward more established firms and away from early-stage startups, even... View Details
      Keywords: Startup Labor Market; Flight To Safety; COVID-19; Recession; Business Startups; Human Capital; Business Cycles; Health Pandemics
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      Bernstein, Shai, Richard Townsend, and Ting Xu. "Flight to Safety: How Economic Downturns Affect Talent Flows to Startups." Harvard Business School Working Paper, No. 21-045, September 2020. (Revised March 2022.)
      • March 2020
      • Article

      Organizing Knowledge Production Teams Within Firms for Innovation

      By: Vikas A. Aggarwal, David H. Hsu and Andy Wu
      How should firms organize their pool of inventive human capital for firm-level innovation? While access to diverse knowledge may aid knowledge recombination, which can facilitate innovation, prior literature has focused primarily on one way of achieving that: diversity... View Details
      Keywords: Knowledge Recombination; Organization Design; Team Boundary; Innovation; Knowledge Sharing; Diversity; Innovation and Invention; Groups and Teams; Human Capital; Organizational Design
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      Aggarwal, Vikas A., David H. Hsu, and Andy Wu. "Organizing Knowledge Production Teams Within Firms for Innovation." Art. 1. Strategy Science 5, no. 1 (March 2020): 1–16. (Lead article.)
      • February 2020 (Revised August 2021)
      • Case

      Australia: Commodities, Competitiveness, Climate and China

      By: Richard H.K. Vietor and Laura Alfaro
      For the past few decades, Australia has dealt with the benefits and costs of repeated mining booms—inflation, a housing bubble, a current account deficit, and growing dependence on China. Between 1996 and 2007, however, Australia had most of these issues under control... View Details
      Keywords: Commodities; Competitiveness; Carbon Tax; Environment; Capital Flows; Current Account; Mining; Economy; Problems and Challenges; Climate Change; Taxation; Competition; Financial Condition; Government and Politics; Inflation and Deflation; Environmental Sustainability; Australia
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      Vietor, Richard H.K., and Laura Alfaro. "Australia: Commodities, Competitiveness, Climate and China." Harvard Business School Case 720-028, February 2020. (Revised August 2021.)
      • February 2020
      • Technical Note

      Talent Management and the Future of Work

      By: William R. Kerr and Gorick Ng
      The nature of work is changing—and it is changing rapidly. Few days go by without industry giants such as Amazon and AT&T announcing plans to invest billions of dollars towards retraining nearly half of their respective workforces for jobs of the future. What changes... View Details
      Keywords: Human Resource Management; Human Capital Development; Human Resource Practices; Talent; Talent Acquisition; Talent Development; Talent Development And Retention; Talent Management; Talent Retention; Labor Flows; Labor Management; Labor Market; Strategy Development; Strategy Management; Strategy Execution; Strategy And Execution; Strategic Change; Transformations; Organization; Organization Alignment; Organization Design; Organizational Adaptation; Organizational Effectiveness; Management Challenges; Management Of Business And Political Risk; Change Leadership; Future Of Work; Future; Skills Gap; Skills Development; Skills; Offshoring And Outsourcing; Investment; Capital Allocation; Work; Work Culture; Work Force Management; Work/life Balance; Work/family Balance; Work-family Boundary Management; Workers; Worker Productivity; Worker Performance; Work Engagement; Work Environment; Work Environments; Productivity; Organization Culture; Soft Skills; Technology Management; Technological Change; Technological Change: Choices And Consequences; Technology Diffusion; Disruptive Technology; Global Business; Global; Workplace; Workplace Context; Workplace Culture; Workplace Wellness; Collaboration; Competencies; Productivity Gains; Digital; Digital Transition; Competitive Dynamics; Competitiveness; Competitive Strategy; Data Analytics; Data; Data Management; Data Strategy; Data Protection; Aging Society; Diversity; Diversity Management; Millennials; Communication Complexity; Communication Technologies; International Business; Work Sharing; Global Competitiveness; Global Corporate Cultures; Intellectual Property; Intellectual Property Management; Intellectual Property Protection; Intellectual Capital And Property Issues; Globalization Of Supply Chain; Inequality; Recruiting; Hiring; Hiring Of Employees; Training; Job Cuts And Outsourcing; Job Performance; Job Search; Job Design; Job Satisfaction; Jobs; Employee Engagement; Employee Attitude; Employee Benefits; Employee Compensation; Employee Fairness; Employee Relationship Management; Employee Retention; Employee Selection; Employee Motivation; Employee Feedback; Employee Coordination; Employee Performance Management; Employee Socialization; Process Improvement; Application Performance Management; Stigma; Institutional Change; Candidates; Digital Enterprise; Cultural Adaptation; Cultural Change; Cultural Diversity; Cultural Context; Cultural Strategies; Cultural Psychology; Cultural Reform; Performance; Performance Effectiveness; Performance Management; Performance Evaluation; Performance Appraisal; Performance Feedback; Performance Measurement; Performance Metrics; Performance Measures; Performance Efficiency; Efficiency; Performance Analysis; Performance Appraisals; Performance Improvement; Automation; Artificial Intelligence; Technology Companies; Managerial Processes; Skilled Migration; Assessment; Human Resources; Management; Human Capital; Talent and Talent Management; Retention; Demographics; Labor; Strategy; Change; Change Management; Transformation; Organizational Change and Adaptation; Organizational Culture; Working Conditions; Information Technology; Technology Adoption; Disruption; Economy; Competition; Globalization; AI and Machine Learning; Digital Transformation
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      Kerr, William R., and Gorick Ng. "Talent Management and the Future of Work." Harvard Business School Technical Note 820-084, February 2020.
      • 2018
      • Working Paper

      Black Out-Migration and Southern Political Realignment

      By: Leah Boustan and Marco Tabellini
      Can emigration from less democratic and economically less developed areas induce political and economic change? We study this question in the context of the second Great Migration of African Americans (1940–1970), when more than 4 million blacks left the U.S. South and... View Details
      Keywords: Great Migration; Immigration; Race; Government and Politics; Economics; United States
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      Boustan, Leah, and Marco Tabellini. "Black Out-Migration and Southern Political Realignment." Working Paper, 2018.
      • 2018
      • Chapter

      Digital Labor Markets and Global Talent Flows

      By: John Horton, William R. Kerr and Christopher Stanton
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      Horton, John, William R. Kerr, and Christopher Stanton. "Digital Labor Markets and Global Talent Flows." Chap. 3 in High-Skilled Migration to the United States and Its Economic Consequences, edited by Gordon H. Hanson, William R. Kerr, and Sarah Turner, 71–108. Chicago, IL: University of Chicago Press, 2018.
      • 2017
      • Working Paper

      The Decline of Big-Bank Lending to Small Business: Dynamic Impacts on Local Credit and Labor Markets

      By: Brian S. Chen, Samuel G. Hanson and Jeremy C. Stein
      Small business lending by the four largest banks fell sharply relative to others in 2008 and remained depressed through 2014. We explore the dynamic adjustment process following this credit supply shock. In counties where the largest banks had a high market share, the... View Details
      Keywords: Small Business; Financing and Loans; Banks and Banking; System Shocks; Credit; Labor; United States
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      Chen, Brian S., Samuel G. Hanson, and Jeremy C. Stein. "The Decline of Big-Bank Lending to Small Business: Dynamic Impacts on Local Credit and Labor Markets." NBER Working Paper Series, No. 23843, September 2017.
      • May 2017
      • Case

      Pho Hoa Dorchester

      By: Leonard A. Schlesinger, Michael Raiche and Roger Zhu
      Pho Hoa is a traditional, family-owned Vietnamese restaurant in Dorchester, Massachusetts that opened in 1992. As he approached retirement in recent years, the founder/owner has scaled down his involvement in the day-to-day operations, leading to a number of... View Details
      Keywords: Pho Hoa; Tam Le; Small Business; Restaurants; Dorchester; Business Growth and Maturation; Business Organization; Family Business; Change Management; Transition; Diasporas; Cash Flow; Food; Employment; Wages; Working Conditions; Leading Change; Business Processes; Organizational Culture; Organizational Change and Adaptation; Organizational Structure; Ownership Stake; Franchise Ownership; Family and Family Relationships; Food and Beverage Industry; Viet Nam; Massachusetts; Boston; Eastern United States
      Citation
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      Schlesinger, Leonard A., Michael Raiche, and Roger Zhu. "Pho Hoa Dorchester." Harvard Business School Case 317-121, May 2017.
      • 2017
      • Working Paper

      Digital Labor Markets and Global Talent Flows

      By: John Horton, William R. Kerr and Christopher Stanton
      Digital labor markets are rapidly expanding and connecting companies and contractors on a global basis. We review the environment in which these markets take root, the micro- and macro-level studies of their operations, their ongoing evolution and recent trends, and... View Details
      Keywords: Information Infrastructure; Job Cuts and Outsourcing; Talent and Talent Management; Labor
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      Horton, John, William R. Kerr, and Christopher Stanton. "Digital Labor Markets and Global Talent Flows." Harvard Business School Working Paper, No. 17-096, May 2017.
      • 2017
      • Working Paper

      Diversity in Innovation

      By: Paul A. Gompers and Sophie Q. Wang
      In this paper we document the patterns of labor market participation by women and ethnic minorities in venture capital firms and as founders of venture capital-backed startups. We show that from 1990-2016 women have been less than 10% of the entrepreneurial and venture... View Details
      Keywords: Diversity; Gender; Entrepreneurship; Venture Capital
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      Gompers, Paul A., and Sophie Q. Wang. "Diversity in Innovation." Harvard Business School Working Paper, No. 17-067, January 2017.
      • Fall 2016
      • Article

      Global Talent Flows

      By: Sari Pekkala Kerr, William R. Kerr, Çağlar Özden and Christopher Parsons
      The global distribution of talent is highly skewed and the resources available to countries to develop and utilize their best and brightest vary substantially. The migration of skilled workers across countries tilts the deck even further. Using newly available data, we... View Details
      Keywords: Geographic Location; Human Capital; Entrepreneurship; Global Range; Competency and Skills; Immigration
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      Kerr, Sari Pekkala, William R. Kerr, Çağlar Özden, and Christopher Parsons. "Global Talent Flows." Journal of Economic Perspectives 30, no. 4 (Fall 2016): 83–106.
      • October 2015
      • Article

      Agglomerative Forces and Cluster Shapes

      By: William R. Kerr and Scott Duke Kominers
      We model spatial clusters of similar firms. Our model highlights how agglomerative forces lead to localized, individual connections among firms, while interaction costs generate a defined distance over which attraction forces operate. Overlapping firm interactions... View Details
      Keywords: Agglomeration; Clusters; Industrial Organization; Silicon Valley; Technology Flows; Patents; Networks; Information Technology; Industry Clusters; Entrepreneurship; California
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      Kerr, William R., and Scott Duke Kominers. "Agglomerative Forces and Cluster Shapes." Review of Economics and Statistics 97, no. 4 (October 2015): 877–899.
      • February 2013
      • Teaching Note

      Australia: Commodities and Competitiveness (TN)

      By: Laura Alfaro, Richard H.K. Vietor and Hilary White
      For the past few decades, Australia has dealt with the benefits and costs of repeated mining booms—inflation, a housing bubble, a current account deficit and growing dependence on China. Between 1996 and 2007, however, Australia had most of these issues under control... View Details
      Keywords: Competitiveness; Inflation; Mining; Current Account; Exchange Rates; Trade; Capital Flows; Commodities; Environment; Carbon Tax; Goods and Commodities; Australia
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      Alfaro, Laura, Richard H.K. Vietor, and Hilary White. "Australia: Commodities and Competitiveness (TN)." Harvard Business School Teaching Note 713-063, February 2013.
      • August 2012 (Revised June 2017)
      • Case

      Australia: Commodities, Competitiveness, Climate and China

      By: Richard H.K. Vietor and Laura Alfaro
      For the past few decades, Australia has dealt with the benefits and costs of repeated mining booms—inflation, a housing bubble, a current account deficit and growing dependence on China. Between 1996 and 2007, however, Australia had most of these issues under control... View Details
      Keywords: Commodities; Competitiveness; Carbon Tax; Environment; Capital Flows; Current Account; Mining; Economy; Problems and Challenges; Australia
      Citation
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      Vietor, Richard H.K., and Laura Alfaro. "Australia: Commodities, Competitiveness, Climate and China." Harvard Business School Case 720-028, August 2012. (Revised June 2017.)
      • 2010
      • Working Paper

      Agglomerative Forces and Cluster Shapes

      By: William R. Kerr and Scott Duke Kominers
      We model spatial clusters of similar firms. Our model highlights how agglomerative forces lead to localized, individual connections among firms, while interaction costs generate a defined distance over which attraction forces operate. Overlapping firm interactions... View Details
      Keywords: Entrepreneurship; Geographic Location; Patents; Labor; Industry Clusters; Industry Structures; Relationships; Competitive Advantage; Technology Industry; California
      Citation
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      Kerr, William R., and Scott Duke Kominers. "Agglomerative Forces and Cluster Shapes." Harvard Business School Working Paper, No. 11-061, December 2010.
      • January 2009
      • Journal Article

      The Fiscal Impact of High-skilled Emigration: Flows of Indians to the U.S.

      By: Mihir Desai, D. Kapur, J. McHale and K Rogers
      Easing immigration restrictions for the highly skilled in developed countries portends a future of increased human capital outflows from developing countries. The myriad consequences of these developments for developing countries include the direct loss of the fiscal... View Details
      Keywords: Talent and Talent Management; Diasporas; Developing Countries and Economies; Taxation; Compensation and Benefits; Human Capital; Mathematical Methods; India; United States
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      Desai, Mihir, D. Kapur, J. McHale, and K Rogers. "The Fiscal Impact of High-skilled Emigration: Flows of Indians to the U.S." Journal of Development Economics 88, no. 1 (January 2009).
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