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Publications

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    • All HBS Web  (94)
      • Faculty Publications  (21)

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      • 2025
      • Working Paper

      Workplace Segregation Between College and Non-college Workers

      By: Francis Dillon, Edward L. Glaeser and William Kerr
      We measure the level and growth of education segregation in American workplaces from 2000 to 2020. American workplaces show an educational segregation, measured by the degree to which the establishment has mostly workers of similar education levels, that is... View Details
      Keywords: Isolation; Segregation; Mobility; Learning; Human Capital; Competency and Skills; Demographics
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      Dillon, Francis, Edward L. Glaeser, and William Kerr. "Workplace Segregation Between College and Non-college Workers." Harvard Business School Working Paper, No. 25-044, March 2025.
      • 2025
      • Working Paper

      Causes and Extent of Increasing Partisan Segregation in the U.S. – Evidence from Migration Patterns of 212 Million Voters

      By: Jacob R. Brown, Enrico Cantoni, Vincent Pons and Emilie Sartre
      Using data on the residential location and migration for every voter in U.S. states recording partisan registration between 2008–2020, we find that residential segregation between Democrats and Republicans has increased year over year at all geographic levels, from... View Details
      Keywords: Voting; Political Elections; Geographic Location; Demographics
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      Brown, Jacob R., Enrico Cantoni, Vincent Pons, and Emilie Sartre. "Causes and Extent of Increasing Partisan Segregation in the U.S. – Evidence from Migration Patterns of 212 Million Voters." NBER Working Paper Series, No. 33422, January 2025.
      • 2024
      • Article

      Political Polarization and Finance

      By: Elisabeth Kempf and Margarita Tsoutsoura
      We review an empirical literature that studies how political polarization affects financial decisions. We first discuss the degree of partisan segregation in finance and corporate America, the mechanisms through which partisanship may influence financial decisions, and... View Details
      Keywords: Government and Politics; Investment Portfolio; Decisions; Governance
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      Kempf, Elisabeth, and Margarita Tsoutsoura. "Political Polarization and Finance." Annual Review of Financial Economics 16 (2024): 413–434.
      • 2023
      • Article

      On the Impact of Actionable Explanations on Social Segregation

      By: Ruijiang Gao and Himabindu Lakkaraju
      As predictive models seep into several real-world applications, it has become critical to ensure that individuals who are negatively impacted by the outcomes of these models are provided with a means for recourse. To this end, there has been a growing body of research... View Details
      Keywords: Forecasting and Prediction; AI and Machine Learning; Outcome or Result
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      Gao, Ruijiang, and Himabindu Lakkaraju. "On the Impact of Actionable Explanations on Social Segregation." Proceedings of the International Conference on Machine Learning (ICML) 40th (2023): 10727–10743.
      • 2023
      • Working Paper

      Spatial Mobility, Economic Opportunity, and Crime

      By: Gaurav Khanna, Carlos Medina, Anant Nyshadham, Daniel Ramos-Menchelli, Jorge Tamayo and Audrey Tiew
      Neighborhoods are strong determinants of both economic opportunity and criminal activity. Does improving connectedness between segregated and unequal parts of a city predominantly import opportunity or export crime? We use a spatial general equilibrium framework to... View Details
      Keywords: Urban Development; Transportation Networks; Crime and Corruption; Transportation Industry; Medellín; Colombia; South America
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      Khanna, Gaurav, Carlos Medina, Anant Nyshadham, Daniel Ramos-Menchelli, Jorge Tamayo, and Audrey Tiew. "Spatial Mobility, Economic Opportunity, and Crime." Harvard Business School Working Paper, No. 24-016, September 2023. (R&R American Economic Review.)
      • January 2023
      • Article

      The Dark Side of Machiavellian Rhetoric: Signaling in Reward-Based Crowdfunding Performance

      By: Goran Calic, Rene Arseneault and Maryam Ghasemaghaei
      In this study, we explore the impact of Machiavellian rhetoric on fundraising within the increasingly important context of online crowdfunding. The “all-or-nothing” funding model used by the world’s largest crowdfunding platform, Kickstarter, may be an attractive... View Details
      Keywords: Crowdfunding; Communication Strategy; Entrepreneurial Finance; Behavior
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      Calic, Goran, Rene Arseneault, and Maryam Ghasemaghaei. "The Dark Side of Machiavellian Rhetoric: Signaling in Reward-Based Crowdfunding Performance." Journal of Business Ethics 182, no. 3 (January 2023): 875–896.
      • February 2023
      • Article

      Homophily and Acrophily as Drivers of Political Segregation

      By: Amit Goldenberg, Joseph M. Abruzzo, Zi Huang, Jonas Schone, David Bailey, Robb Willer, Eran Halperin and James J. Gross
      Political segregation is an important social problem, increasing polarization and impeding effective governance. Previous work has viewed the central driver of segregation to be political homophily, the tendency to associate with others who have similar views. Here we... View Details
      Keywords: Political Affiliation; Extremism; Values and Beliefs; Identity; Groups and Teams; Emotions; Civil Society or Community
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      Goldenberg, Amit, Joseph M. Abruzzo, Zi Huang, Jonas Schone, David Bailey, Robb Willer, Eran Halperin, and James J. Gross. "Homophily and Acrophily as Drivers of Political Segregation." Nature Human Behaviour 7, no. 2 (February 2023): 219–230.
      • 2025
      • Working Paper

      The Political Polarization of Corporate America

      By: Vyacheslav Fos, Elisabeth Kempf and Margarita Tsoutsoura
      U.S. executives are increasingly segregating by political party. We establish this new fact using political affiliations from voter registration records for top executives of S&P 1500 firms between 2008 and 2022. We identify key drivers of this trend, including... View Details
      Keywords: Political Polarization; Partisanship; Executives; Government and Politics; Business and Shareholder Relations; United States
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      Fos, Vyacheslav, Elisabeth Kempf, and Margarita Tsoutsoura. "The Political Polarization of Corporate America." Harvard Business School Working Paper, No. 23-003, July 2022. (Revised March 2025.)
      • September 2021
      • Article

      Shaking Things Up: Disruptive Events and Inequality

      By: Letian Zhang
      This paper develops a theory of how disruptive events could reduce racial and gender inequality in organizations. Despite pressure from regulators and advocates, racial and gender inequality in the workplace remains high. I theorize that because such inequality is... View Details
      Keywords: Inequality; Equality and Inequality; Diversity; Race; Gender; Restructuring; Mergers and Acquisitions; Disruption
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      Zhang, Letian. "Shaking Things Up: Disruptive Events and Inequality." American Journal of Sociology 127, no. 2 (September 2021): 376–440.
      • July 2021
      • Article

      Structuring Local Environments to Avoid Diversity: Anxiety Drives Whites' Geographical and Institutional Self-Segregation Preferences

      By: Eric Anicich, Jon M. Jachimowicz, Merrick Osborne and L. Taylor Phillips
      The current research explores how local racial diversity affects Whites’ efforts to structure their local communities to avoid incidental intergroup contact. In two experimental studies (N=509; Studies 1a-b), we consider Whites’ choices to structure a fictional,... View Details
      Keywords: Segregration; Structural/institutional Racism; Organizational Exclusion; Diversity; Race; Organizations; Local Range; Prejudice and Bias
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      Anicich, Eric, Jon M. Jachimowicz, Merrick Osborne, and L. Taylor Phillips. "Structuring Local Environments to Avoid Diversity: Anxiety Drives Whites' Geographical and Institutional Self-Segregation Preferences." Art. 104117. Journal of Experimental Social Psychology 95 (July 2021).
      • May 2021
      • Article

      Ideology and Composition Among an Online Crowd: Evidence From Wikipedians

      By: Shane Greenstein, Grace Gu and Feng Zhu
      Online communities bring together participants from diverse backgrounds and often face challenges in aggregating their opinions. We infer lessons from the experience of individual contributors to Wikipedia articles about U.S. politics. We identify two factors that... View Details
      Keywords: User Segregation; Online Community; Contested Knowledge; Collective Intelligence; Ideology; Bias; Wikipedia; Knowledge Sharing; Perspective; Government and Politics
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      Greenstein, Shane, Grace Gu, and Feng Zhu. "Ideology and Composition Among an Online Crowd: Evidence From Wikipedians." Management Science 67, no. 5 (May 2021): 3067–3086.
      • September 2020
      • Teaching Note

      Miami's Tech Future (C): Reaching Another Miami

      By: Rosabeth Moss Kanter and Joyce J. Kim
      The effects of Miami’s startup scene have not reached many “left-behind” lower-income Black communities, which are disproportionately affected by problems such as segregation and racial discrimination, lack of transportation access, crime, education quality, government... View Details
      Keywords: Technology; Change; Transformation; Progress; Community; Scaling; Income Inequality; Racism; Community Impact; Community Relations; Change Management; Business Startups; Information Technology; Diversity; Race; Equality and Inequality; Social Issues; Business and Community Relations; Miami; Florida
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      Kanter, Rosabeth Moss, and Joyce J. Kim. "Miami's Tech Future (C): Reaching Another Miami." Harvard Business School Teaching Note 321-046, September 2020.
      • 2019
      • Working Paper

      Industrial Change, the Boundary of the Firm, and Racial Employment Segregation

      By: John-Paul Ferguson and Rembrand Koning
      Racial employment segregation between large workplaces in America has grown over the last generation. We know little about how changes in patterns of employment by economic sector have contributed to this growth, though. While there are many stylized narratives about... View Details
      Keywords: Workplace Segregation; Firm Boundaries; Organizations; Employees; Segmentation; Race; Change; United States
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      Ferguson, John-Paul, and Rembrand Koning. "Industrial Change, the Boundary of the Firm, and Racial Employment Segregation." Harvard Business School Working Paper, No. 20-069, December 2019.
      • May, 2019
      • Article

      Who Would You Like to Work With?: Use of Individual Characteristics and Social Networks in Team Formation Systems

      By: Diego Gomez-Zara, Matthew Paras, Marlon Twyman, Jacqueline N. Lane, Leslie A. DeChurch and Noshir Contractor
      People and organizations are increasingly using online platforms to assemble teams. In response, HCI researchers have theorized frameworks and created systems to support team assembly. However, little is known about how users search for and choose teammates on these... View Details
      Keywords: Team Formation; Groups and Teams; Recruitment; Networks; Diversity
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      Gomez-Zara, Diego, Matthew Paras, Marlon Twyman, Jacqueline N. Lane, Leslie A. DeChurch, and Noshir Contractor. "Who Would You Like to Work With? Use of Individual Characteristics and Social Networks in Team Formation Systems." Art. 659. CHI Conference on Human Factors in Computing Systems Proceedings (May, 2019).
      • June 2018
      • Article

      Firm Turnover and the Return of Racial Establishment Segregation

      By: John-Paul Ferguson and Rembrand Koning
      Racial segregation between American workplaces is greater today than it was a generation ago. This increase has happened alongside the declines in within-establishment occupational segregation on which most prior research has focused. We examine more than 40 years of... View Details
      Keywords: Firm Entry; Stratification; Segregration; Entrepreneurship; Business Ventures; Employees; Diversity; Race; Segmentation; United States
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      Ferguson, John-Paul, and Rembrand Koning. "Firm Turnover and the Return of Racial Establishment Segregation." American Sociological Review 83, no. 3 (June 2018): 445–474.
      • November 2017 (Revised September 2020)
      • Supplement

      Miami's Tech Future (C): Reaching Another Miami

      By: Rosabeth Moss Kanter
      The effects of Miami’s startup scene have not reached many “left-behind” lower-income Black communities, which are disproportionately affected by problems such as segregation and racial discrimination, lack of transportation access, crime, education quality, government... View Details
      Keywords: Technology; Change; Transformation; Progress; Scaling; Startup; Community Engagement; Community Impact; Community Relations; Future; Income Inequality; Business; Change Management; Business Startups; Information Technology; Diversity; Race; Equality and Inequality; Social Issues; Business and Community Relations; Miami; Florida
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      Kanter, Rosabeth Moss. "Miami's Tech Future (C): Reaching Another Miami." Harvard Business School Supplement 318-035, November 2017. (Revised September 2020.)
      • 2020
      • Working Paper

      Sex Selection and the Indian Marriage Market

      By: Reshmaan N. Hussam
      I consider the widespread phenomenon of sex ratios skewed by parental preference. Edlund (1999) proposes that if parents prefer sons and permit only women to marry up in social class, sexes will segregate by wealth in equilibrium. Using data on 30,000 Indian children,... View Details
      Keywords: Sex Selection; Marriage Market; Bargaining Power; Gender; Information Technology; Household; Outcome or Result; India
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      Hussam, Reshmaan N. "Sex Selection and the Indian Marriage Market." Harvard Business School Working Paper, No. 18-029, September 2017. (Revised October 2020.)
      • May 2017
      • Article

      Agent-based Modeling: A Guide for Social Psychologists

      By: Joshua Conrad Jackson, David Rand, Kevin Lewis, Michael I. Norton and Kurt Gray
      Agent-based modeling is a longstanding but underused method that allows researchers to simulate artificial worlds for hypothesis testing and theory building. Agent-based models (ABMs) offer unprecedented control and statistical power by allowing researchers to... View Details
      Keywords: Social Psychology; Marketing; Mathematical Methods
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      Jackson, Joshua Conrad, David Rand, Kevin Lewis, Michael I. Norton, and Kurt Gray. "Agent-based Modeling: A Guide for Social Psychologists." Social Psychological & Personality Science 8, no. 4 (May 2017): 387–395.
      • 2016
      • Working Paper

      The Structure of Board Committees

      By: Kevin D. Chen and Andy Wu
      We document and analyze board committee structures utilizing a novel dataset containing full board committee membership for over 6,000 firms. Board committees provide benefits (specialization, efficiency, and accountability benefits) and costs (information... View Details
      Keywords: Board Of Directors; Board Committees; Specialization; Accountability; Information Segregation; Overloaded Directors; Multi-commitee Directors; Sarbanes-Oxley Act; Corporate Accountability; Governing and Advisory Boards; Accounting; Corporate Governance
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      Chen, Kevin D., and Andy Wu. "The Structure of Board Committees." Harvard Business School Working Paper, No. 17-032, October 2016.
      • June 2012 (Revised August 2012)
      • Case

      MF Global: Changing Stripes

      By: Clayton Rose, Yasmin Dahya and Jenevieve Lee
      Jon Corzine became the CEO of MF Global in March of 2010. Eighteen months later, and in the wake of a massive trade in European sovereign debt, the firm filed for bankruptcy, the 8th largest in U.S. history. As the firm failed it was discovered that over $1.6 billion... View Details
      Keywords: Strategy; Leadership; Governance; Bankruptcy; Financial Firms; Financial Crisis; Brokerage; Asset Management; Sovereign Finance; Insolvency and Bankruptcy; Borrowing and Debt; Trade; Business Model
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      Rose, Clayton, Yasmin Dahya, and Jenevieve Lee. "MF Global: Changing Stripes." Harvard Business School Case 312-105, June 2012. (Revised August 2012.)
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