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Publications

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      • January–February 2023
      • Article

      Forecasting COVID-19 and Analyzing the Effect of Government Interventions

      By: Michael Lingzhi Li, Hamza Tazi Bouardi, Omar Skali Lami, Thomas Trikalinos, Nikolaos Trichakis and Dimitris Bertsimas
      We developed DELPHI, a novel epidemiological model for predicting detected cases and deaths in the prevaccination era of the COVID-19 pandemic. The model allows for underdetection of infections and effects of government interventions. We have applied DELPHI across more... View Details
      Keywords: COVID-19 Pandemic; Epidemics; Analytics and Data Science; Health Pandemics; AI and Machine Learning; Forecasting and Prediction
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      Li, Michael Lingzhi, Hamza Tazi Bouardi, Omar Skali Lami, Thomas Trikalinos, Nikolaos Trichakis, and Dimitris Bertsimas. "Forecasting COVID-19 and Analyzing the Effect of Government Interventions." Operations Research 71, no. 1 (January–February 2023): 184–201.
      • Working Paper

      Group Fairness in Dynamic Refugee Assignment

      By: Daniel Freund, Thodoris Lykouris, Elisabeth Paulson, Bradley Sturt and Wentao Weng
      Ensuring that refugees and asylum seekers thrive (e.g., find employment) in their host countries is a profound humanitarian goal, and a primary driver of employment is the geographic location within a host country to which the refugee or asylum seeker is... View Details
      Keywords: Refugees; Geographic Location; Mathematical Methods; Employment; Fairness
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      Freund, Daniel, Thodoris Lykouris, Elisabeth Paulson, Bradley Sturt, and Wentao Weng. "Group Fairness in Dynamic Refugee Assignment." Harvard Business School Working Paper, No. 23-047, February 2023.
      • January 2023
      • Article

      Firm-Induced Migration Paths and Strategic Human-Capital Outcomes

      By: Prithwiraj (Raj) Choudhury, Tarun Khanna and Victoria Sevcenko
      Firm-induced migration typically entails firms relocating workers to fill value-creating positions at destination locations. But such relocated workers are often exposed to external employment opportunities at their destinations, possibly triggering turnover. We... View Details
      Keywords: Worker Relocation; Turnover; Firm-induced Migration; Smaller Towns; Employee Mobility; Geographic Mobility; Migration; Clusters; Employees; Geographic Location; Performance; Opportunities; Retention; Human Capital; Talent and Talent Management
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      Choudhury, Prithwiraj (Raj), Tarun Khanna, and Victoria Sevcenko. "Firm-Induced Migration Paths and Strategic Human-Capital Outcomes." Management Science 69, no. 1 (January 2023): 419–445.
      • November 2022 (Revised February 2024)
      • Case

      The Globalization of Manchester City Football Group

      By: Maria P. Roche, Tiona Zuzul, Exequiel Hernandez and Amy Klopfenstein
      This case describes the efforts of City Football Group (CFG) to purchase Esporte Clube Bahia (Bahia), a Brazilian professional soccer club. CFG’s strategy was to acquire under-performing clubs worldwide, invest money in high-profile players, and improve the teams’... View Details
      Keywords: Business Ventures; Acquisition; Business Conglomerates; Geography; Geographic Location; Geographic Scope; Globalization; Global Strategy; Globalized Markets and Industries; Markets; Demand and Consumers; Marketing; Brands and Branding; Organizations; Organizational Change and Adaptation; Sports; Strategy; Competition; Competitive Advantage; Diversification; Expansion; Sports Industry; Europe; United Kingdom; England; South America; Brazil
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      Roche, Maria P., Tiona Zuzul, Exequiel Hernandez, and Amy Klopfenstein. "The Globalization of Manchester City Football Group." Harvard Business School Case 723-391, November 2022. (Revised February 2024.)
      • April 2022
      • Article

      Does Context Outweigh Individual Characteristics in Driving Voting Behavior? Evidence from Relocations within the U.S.

      By: Enrico Cantoni and Vincent Pons
      We measure the overall influence of contextual versus individual factors (e.g., voting rules and media as opposed to race and education) on voter behavior, and explore underlying mechanisms. Using a U.S.-wide voter-level panel, 2008–18, we examine voters who relocate... View Details
      Keywords: Voting; Behavior; Geographic Location; Personal Characteristics; Situation or Environment; United States
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      Cantoni, Enrico, and Vincent Pons. "Does Context Outweigh Individual Characteristics in Driving Voting Behavior? Evidence from Relocations within the U.S." American Economic Review 112, no. 4 (April 2022): 1226–1272.
      • 2022
      • Working Paper

      Is Hybrid Work the Best of Both Worlds? Evidence from a Field Experiment

      By: Prithwiraj Choudhury, Tarun Khanna, Christos A. Makridis and Kyle Schirmann
      Hybrid work is emerging as a novel form of organizing work globally. This paper reports causal evidence on how the extent of hybrid work—the number of days worked from home relative to days worked from the office—affects work outcomes. Collaborating with an... View Details
      Keywords: Hybrid Work; Remote Work; Work-from-home; Field Experiment; Employees; Geographic Location; Performance; Work-Life Balance
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      Choudhury, Prithwiraj, Tarun Khanna, Christos A. Makridis, and Kyle Schirmann. "Is Hybrid Work the Best of Both Worlds? Evidence from a Field Experiment." Harvard Business School Working Paper, No. 22-063, March 2022.
      • March 2022
      • Background Note

      Climate Challenges for Cities: Introduction to Issues and Actions in the United States

      By: Rosabeth Moss Kanter and Catarina Mia Martinez
      This background Note introduces the implications of climate change (global warming) for American cities. In the U.S., partisan political divides and unaddressed economic and racial disparities in climate vulnerabilities can inhibit action. The two main fronts for... View Details
      Keywords: Climate Change; Cities; Emission Reduction; Change; Change Leadership; Electric Power Generation; Transportation; Recycling; Green Business; Green Building; Ecosystem; Construction; Systems Change; Cross-sector Collaboration; Adaptation; Geographic Location; Resource Allocation; Infrastructure; Government and Politics; Social Issues; Urban Development; United States
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      Kanter, Rosabeth Moss, and Catarina Mia Martinez. "Climate Challenges for Cities: Introduction to Issues and Actions in the United States." Harvard Business School Background Note 322-103, March 2022.
      • March 2022 (Revised November 2022)
      • Case

      When Should CEOs Speak Out Publicly? The 2021 Georgia Voting Law

      By: William W. George, Hubert Joly and Amram Migdal
      This case describes the March 2021 passage of a voting and elections law in the U.S. state of Georgia and reactions by corporations and corporate leaders to the law. Included are a brief history of voting rights in the United States and Georgia and an overview of the... View Details
      Keywords: Voting Rights; CEO Activism; Communication; Communication Intention and Meaning; Communication Strategy; Forms of Communication; Announcements; Spoken Communication; Decision Making; Judgments; Voting; Demographics; Nationality; Race; Geography; Geographic Location; Geopolitical Units; Country; Government and Politics; Government Administration; Government Legislation; Political Elections; History; Law; Laws and Statutes; Rights; Leadership; Leadership Style; Management; Management Skills; Relationships; Business and Community Relations; Business and Government Relations; Business and Stakeholder Relations; Social Psychology; Status and Position; Society; Civil Society or Community; Culture; Public Opinion; Social Issues; Societal Protocols; United States; Georgia (state, US)
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      George, William W., Hubert Joly, and Amram Migdal. "When Should CEOs Speak Out Publicly? The 2021 Georgia Voting Law." Harvard Business School Case 322-015, March 2022. (Revised November 2022.)
      • February 2022
      • Case

      US Foods: Driving Post-Pandemic Success?

      By: David E. Bell, Olivia Hull and Amy Klopfenstein
      In November 2021, US Foods CEO Pietro Satriano must decide his company’s trajectory following the COVID-19 pandemic. US Foods suffered due to business closures and social distancing during the height of the pandemic. While the situation improved following the return of... View Details
      Keywords: COVID-19 Pandemic; Agribusiness; Food; Goods and Commodities; Jobs and Positions; Job Design and Levels; Job Offer; Labor; Employment; Human Capital; Wages; Working Conditions; Operations; Distribution Channels; Order Taking and Fulfillment; Infrastructure; Logistics; Product Development; Diversification; Product Design; Service Delivery; Service Operations; Supply Chain Management; Social Psychology; Motivation and Incentives; Transportation; Truck Transportation; Transportation Networks; Agriculture and Agribusiness Industry; Distribution Industry; Food and Beverage Industry; Transportation Industry; United States
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      Bell, David E., Olivia Hull, and Amy Klopfenstein. "US Foods: Driving Post-Pandemic Success?" Harvard Business School Case 522-023, February 2022.
      • January 8, 2022
      • Editorial

      The Post-Pandemic Office Should Be a Clubhouse

      By: Nitin Nohria
      If the primary purpose of an office today is no longer to get actual work done, then perhaps it’s better conceived as a place for connection and community. Do we still need desks and cubicles? View Details
      Keywords: Employees; Geographic Location; Buildings and Facilities; Relationships
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      Nohria, Nitin. "The Post-Pandemic Office Should Be a Clubhouse." Wall Street Journal (January 8, 2022), C.3.
      • January 2022 (Revised September 2023)
      • Case

      Simplifyy

      By: Paul A. Gompers and Alicia Dadlani
      Jake Lisby, co-founder and CEO of Simplifyy, a property technology startup in Kansas City, Missouri, was both exhausted and exhilarated by the flurry of activity surrounding the pivot of the business model in late 2021. Simplifyy, a venture-backed PropTech company, was... View Details
      Keywords: SaaS; SaaS Business Models; Business Model; Business Startups; Small Business; Geographic Location; Technological Innovation; Information Technology; Transformation; Problems and Challenges; Real Estate Industry; Information Technology Industry; United States; Missouri
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      Gompers, Paul A., and Alicia Dadlani. "Simplifyy." Harvard Business School Case 222-050, January 2022. (Revised September 2023.)
      • November 2021 (Revised May 2022)
      • Case

      West Virginia: Finding the Right Path Forward

      By: Matthew C. Weinzierl, Christine Keung and Reggie Smith
      Once at the center of the American economy, the state of West Virginia had seen decades of decline as its coal industry fell on hard times. With beautiful but challenging topography, a proud but shrinking population, and a new scourge of the opioid epidemic, the... View Details
      Keywords: Population Health; Geographic Location; Economic Slowdown and Stagnation; Problems and Challenges; Social Issues; West Virginia
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      Weinzierl, Matthew C., Christine Keung, and Reggie Smith. "West Virginia: Finding the Right Path Forward." Harvard Business School Case 722-024, November 2021. (Revised May 2022.)
      • September 2021
      • Case

      Posse Foundation: Developing Strong Leaders from Diverse Backgrounds

      By: John J-H Kim, Robin Mendelson and Julia Kelley
      Founded in 1989, Posse Foundation was a nonprofit organization with a mission of developing future leaders who reflected the U.S.’s rich diversity. The organization ran a selective, localized admissions process in 10 U.S. cities to identify outstanding students with... View Details
      Keywords: COVID-19 Pandemic; Education; Higher Education; Decision Making; Demographics; Diversity; Ethnicity; Income; Race; Values and Beliefs; Geography; Geographic Scope; Growth and Development; Leadership; Leading Change; Goals and Objectives; Growth and Development Strategy; Mission and Purpose; Partners and Partnerships; Social Enterprise; Nonprofit Organizations; Identity; Social Issues; Wealth and Poverty; Expansion; Education Industry; North and Central America; United States
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      Kim, John J-H, Robin Mendelson, and Julia Kelley. "Posse Foundation: Developing Strong Leaders from Diverse Backgrounds." Harvard Business School Case 322-016, September 2021.
      • May 2021
      • Teaching Plan

      Gera Developments: Leadership at a Crossroads

      By: Christina R. Wing and John Masko
      Teaching Plan for HBS Case No. 621-018. For decades, Gera Developments (Gera) was a boutique family-owned real estate development firm in Pune, India. But since 2000, managing director Rohit Gera had turned the company into a dynamic innovator in housing solutions for... View Details
      Keywords: Buildings and Facilities; Business Growth and Maturation; Construction; Geographic Location; Global Strategy; Globalized Firms and Management; Housing; Leadership Style; Management Succession; Organizational Change and Adaptation; Organizational Culture; Family Ownership; Family and Family Relationships; Urban Development; Customization and Personalization; Real Estate Industry; Maharashtra; India; San Francisco
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      Wing, Christina R., and John Masko. "Gera Developments: Leadership at a Crossroads." Harvard Business School Teaching Plan 621-109, May 2021.
      • March 2021
      • Technical Note

      Competitive Strategy in International Construction

      By: John D. Macomber and Emrah Ergelen
      Construction of buildings and infrastructure is one of the largest industries in the world in terms of volume. It is also one of the most physically risky, financially uncertain, and politically impacted. The industry is highly fragmented since there are few economies... View Details
      Keywords: Construction; Infrastructure; Strategy; Marketing Strategy; Competitive Strategy; Strategic Planning; Global Range; Construction Industry
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      Macomber, John D., and Emrah Ergelen. "Competitive Strategy in International Construction." Harvard Business School Technical Note 221-074, March 2021.
      • 2021
      • Working Paper

      Housing Consumption and the Cost of Remote Work

      By: Christopher Stanton and Pratyush Tiwari
      This paper estimates housing choice differences between households with and without remote workers. Prior to the pandemic, the expenditure share on housing was more than seven percent higher for remote households compared to similar non-remote households in the same... View Details
      Keywords: Remote Work; Geographic Mobility; Housing; Cost; Geographic Location; Income
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      Stanton, Christopher, and Pratyush Tiwari. "Housing Consumption and the Cost of Remote Work." NBER Working Paper Series, No. 28483, February 2021.
      • January 2021
      • Article

      Commuting and Innovation: Are Closer Inventors More Productive?

      By: Hongyu Xiao, Andy Wu and Jaeho Kim
      We estimate the causal effect of workplace–home commuting distance on inventor productivity. We construct a novel panel of U.S. inventors with precisely measured workplace–home distances and inventor-level productivity. Our identification strategy exploits firm office... View Details
      Keywords: Commuting; Proximity; Inventors; Innovation; Relocation; Telecommuting; Geographic Location; Technological Innovation; Innovation and Management; Innovation Strategy; United States
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      Xiao, Hongyu, Andy Wu, and Jaeho Kim. "Commuting and Innovation: Are Closer Inventors More Productive?" Art. 103300. Journal of Urban Economics 121 (January 2021).
      • 2020
      • Chapter

      Climate Change Is Going to Transform Where and How We Build

      By: John D. Macomber
      As fires, floods, and droughts increasingly threaten homes, businesses, and other institutions, climate risk has become financial risk. This implies that homeowners and investors have been making location decisions without properly pricing the cost of potential peril,... View Details
      Keywords: Climate Change; Housing; Mortgages; Geographic Location; Real Estate Industry
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      Macomber, John D. "Climate Change Is Going to Transform Where and How We Build." In Climate Change: The Insights You Need from Harvard Business Review. Vol. 12. HBR Insights Series. Boston, MA: Harvard Business Review Press, 2020.
      • 2022
      • Working Paper

      Where the Cloud Rests: The Location Strategies of Data Centers

      By: Shane Greenstein and Tommy Pan Fang
      This study provides an analysis of the entry strategies of third-party data centers in the United States. We examine the market before the pandemic in 2018 and 2019, when supply and demand for data services were geographically stable. We compare with the entry... View Details
      Keywords: Cloud Computing; Location Strategies; Data Centers; Information Infrastructure
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      Greenstein, Shane, and Tommy Pan Fang. "Where the Cloud Rests: The Location Strategies of Data Centers." Harvard Business School Working Paper, No. 21-042, September 2020. (Revised June 2022.)
      • September 2020 (Revised October 2020)
      • Case

      Briscola—Pizza Society: Scaling Affordable Luxury

      By: Gary P. Pisano and Federica Gabrieli
      Riccardo Cortese and Federico Pinna were the CEOs of Briscola—Pizza Society, a restaurant chain they had founded in 2014 with a clear ambition: create a distinctive international pizza chain that would combine a fast-casual format with the devotion to quality that... View Details
      Keywords: Entrepreneurship; Growth and Development Strategy; Expansion; Geographic Location; Business Model; Ownership Type; Food and Beverage Industry; Europe; Italy
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      Pisano, Gary P., and Federica Gabrieli. "Briscola—Pizza Society: Scaling Affordable Luxury." Harvard Business School Case 621-031, September 2020. (Revised October 2020.)
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