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Publications

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      • 2021
      • Working Paper

      Time and the Value of Data

      By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

      Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details

      Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value
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      Valavi, Ehsan, Joel Hestness, Newsha Ardalani, and Marco Iansiti. "Time and the Value of Data." Harvard Business School Working Paper, No. 21-016, August 2020. (Revised November 2021.)
      • July 2020
      • Article

      Healthy Business? Managerial Education and Management in Healthcare

      By: Nicholas Bloom, Renata Lemos, Raffaella Sadun and John Van Reenen
      We investigate the link between hospital performance and managerial education by collecting a large database of management practices and skills in hospitals across nine countries. We find that hospitals that are closer to universities offering both medical education... View Details
      Keywords: Management; Hospitals; Mortality; Education; Health Care and Treatment; Performance Improvement; Business Education; Management Practices and Processes
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      Bloom, Nicholas, Renata Lemos, Raffaella Sadun, and John Van Reenen. "Healthy Business? Managerial Education and Management in Healthcare." Review of Economics and Statistics 102, no. 3 (July 2020): 506–517.
      • 2020
      • Working Paper

      Older People Are Less Pessimistic About the Health Risks of COVID-19

      By: Pedro Bordalo, Katherine B. Coffman, Nicola Gennaioli and Andrei Shleifer
      A central question for understanding behaviour during the COVID-19 pandemic, at both the individual and collective levels, is how people perceive the health and economic risks they face. We conducted a survey of over 1,500 Americans from May 6–13, 2020, to understand... View Details
      Keywords: Health Pandemics; Risk and Uncertainty; Perception; Age
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      Bordalo, Pedro, Katherine B. Coffman, Nicola Gennaioli, and Andrei Shleifer. "Older People Are Less Pessimistic About the Health Risks of COVID-19." NBER Working Paper Series, No. 27494, July 2020.
      • 2022
      • Working Paper

      Optimal Illiquidity

      By: John Beshears, James J. Choi, Christopher Clayton, Christopher Harris, David Laibson and Brigitte C. Madrian
      We calculate the socially optimal level of illiquidity in an economy populated by households with taste shocks and naive present bias. The government chooses mandatory contributions to accounts, each witha different pre-retirement withdrawal penalty. Collected... View Details
      Keywords: Illiquidity; Commitment; Flexibility; Savings; Social Security; Retirement; Government Legislation; Taxation; Saving
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      Beshears, John, James J. Choi, Christopher Clayton, Christopher Harris, David Laibson, and Brigitte C. Madrian. "Optimal Illiquidity." Working Paper, July 2022.
      • June 2020 (Revised July 2023)
      • Case

      Time Out: The Evolution from Media to Markets

      By: Kate Barasz and Eva Ascarza
      In February 2020, Time Out’s chief executive officer Julio Bruno is evaluating the strategic direction of the company. Over the span of five decades, Time Out — the global media and entertainment brand — had gone from a self-published counterculture publication in... View Details
      Keywords: Branding; Media Businesses; Hospitality; Hospitality Industry; Digital; Brands and Branding; Media; Marketing; Marketing Strategy; Organizational Change and Adaptation; Strategy; Media and Broadcasting Industry; Food and Beverage Industry; United Kingdom; United States
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      Barasz, Kate, and Eva Ascarza. "Time Out: The Evolution from Media to Markets." Harvard Business School Case 520-128, June 2020. (Revised July 2023.)
      • June 2020
      • Teaching Note

      Understanding the Brand Equity of Nestlé Crunch Bar

      By: Jill Avery and Gerald Zaltman
      Teaching Note for HBS Case Nos. 519-061 and 519-062. In early 2018, Nestlé announced the sale of its U.S. candy-making division and a select collection of twenty of its confectionery brands, including the Nestlé Crunch Bar, to Ferrero SpA for $2.8 billion. Under the... View Details
      Keywords: Brand Management; Brand Storytelling; Brand Equity; Market Research; Qualitative Methods; Marketing; Brands and Branding; Marketing Communications; Consumer Behavior; Marketing Strategy; Food and Beverage Industry
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      Avery, Jill, and Gerald Zaltman. "Understanding the Brand Equity of Nestlé Crunch Bar." Harvard Business School Teaching Note 520-124, June 2020.
      • 2021
      • Conference Presentation

      An Algorithmic Framework for Fairness Elicitation

      By: Christopher Jung, Michael J. Kearns, Seth Neel, Aaron Leon Roth, Logan Stapleton and Zhiwei Steven Wu
      We consider settings in which the right notion of fairness is not captured by simple mathematical definitions (such as equality of error rates across groups), but might be more complex and nuanced and thus require elicitation from individual or collective stakeholders.... View Details
      Keywords: Algorithmic Fairness; Machine Learning; Fairness; Framework; Mathematical Methods
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      Jung, Christopher, Michael J. Kearns, Seth Neel, Aaron Leon Roth, Logan Stapleton, and Zhiwei Steven Wu. "An Algorithmic Framework for Fairness Elicitation." Paper presented at the 2nd Symposium on Foundations of Responsible Computing (FORC), 2021.
      • June 2020
      • Teaching Note

      Armarium: Luxury Fashion Brands for Rent

      By: Jill Avery and David Fubini
      Armarium, a two-sided digital platform that offered consumers the opportunity to rent the most coveted, current season high fashion clothing and accessories from the top global luxury brands, had emerged from its first sales season with two distinct customer segments:... View Details
      Keywords: Luxury Brand; Fashion; Sharing Economy; Two-sided Marketplace; Target Market; Customer Selection; Marketing; Brands and Branding; Luxury; Two-Sided Platforms; Business Model; Growth and Development Strategy; Customer Value and Value Chain; Fashion Industry; Consumer Products Industry; United States; North America
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      Avery, Jill, and David Fubini. "Armarium: Luxury Fashion Brands for Rent." Harvard Business School Teaching Note 520-108, June 2020.
      • June 2020
      • Article

      The Isolated Choice Effect and Its Implications for Gender Diversity in Organizations

      By: Edward H. Chang, Erika L. Kirgios, Aneesh Rai and Katherine L. Milkman
      We highlight a feature of personnel selection decisions that can influence the gender diversity of groups and teams. Specifically, we show that people are less likely to choose candidates whose gender would increase group diversity when making personnel selections in... View Details
      Keywords: Behavior And Behavioral Decision Making; Organizational Studies; Decision Analysis; Economics; Decision Making; Behavior; Analysis; Organizations; Diversity; Gender
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      Chang, Edward H., Erika L. Kirgios, Aneesh Rai, and Katherine L. Milkman. "The Isolated Choice Effect and Its Implications for Gender Diversity in Organizations." Management Science 66, no. 6 (June 2020): 2752–2761.
      • May 2020
      • Article

      How History's Great Leaders Managed Anxiety: Historian Nancy Koehn on What Lincoln, Shackleton, and Others Knew About Handling Collective Anxiety—and Their Own—During a Crisis

      By: Nancy F. Koehn
      Keywords: Leadership; Crisis Management
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      Koehn, Nancy F. "How History's Great Leaders Managed Anxiety: Historian Nancy Koehn on What Lincoln, Shackleton, and Others Knew About Handling Collective Anxiety—and Their Own—During a Crisis." Special Issue on Managing in an Anxious World. Harvard Business Review: The Big Idea (May 2020).
      • 2020
      • Working Paper

      Anchors Aweigh: Analysis of Anchor Limited Partner Investors in Impact Investment Funds

      By: Shawn A. Cole, T. Robert Zochowski, Fanele Mashwama and Heather McPherson
      This note describes results from a survey of “anchor investors” in impact funds. Anchor investors are described as “generally the first investor to make a substantial capital commitment to a fund,” (according to the Global Impact Investing Network, “GIIN”) and their... View Details
      Keywords: Impact Investment Funds; Anchor Investors; Investment; Surveys; Analysis
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      Cole, Shawn A., T. Robert Zochowski, Fanele Mashwama, and Heather McPherson. "Anchors Aweigh: Analysis of Anchor Limited Partner Investors in Impact Investment Funds." Working Paper, May 2020.
      • May 2020
      • Talk

      Collective Emotions

      By: Amit Goldenberg
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      Goldenberg, Amit. "Collective Emotions." Emotions and Strategy: A Multi-Disciplinary Conversation at MIT, Massachusetts Institute of Technology (MIT), Cambridge, MA, May 2020.
      • 2020
      • Working Paper

      HBS COVID-19 Global Policy Tracker

      By: Alberto Cavallo and Tannya Cai
      The HBS COVID-19 Global Policy Tracker is an initiative by the Business, Government and the International Economy (BGIE) unit at Harvard Business School (HBS) to collect and standardize economic policies implemented as a response to the coronavirus pandemic around the... View Details
      Keywords: COVID-19; Economics; Policy; Health Pandemics; Government and Politics; Global Range
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      Cavallo, Alberto, and Tannya Cai. "HBS COVID-19 Global Policy Tracker." Harvard Business School Working Paper, No. 20-110, April 2020. (Available at www.globalpolicytracker.com.)
      • April 2020
      • Case

      Ment.io: Knowledge Analytics for Team Decision Making

      By: Yael Grushka-Cockayne, Jeffrey T. Polzer, Susie L. Ma and Shlomi Pasternak
      Ment.io was a software platform that used proprietary data analytics technology to help organizations make informed and transparent decisions based on team input. Ment was born out of founder Joab Rosenberg’s frustration that, while organizations collected ever... View Details
      Keywords: Decision Making; Information Technology; Knowledge; Knowledge Acquisition; Knowledge Management; Operations; Information Management; Product; Product Development; Entrepreneurship; Business Startups; Communications Industry; Information Industry; Information Technology Industry; Web Services Industry; Middle East; Israel
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      Grushka-Cockayne, Yael, Jeffrey T. Polzer, Susie L. Ma, and Shlomi Pasternak. "Ment.io: Knowledge Analytics for Team Decision Making." Harvard Business School Case 420-078, April 2020.
      • April 2020
      • Article

      Collective Emotions

      By: Amit Goldenberg, David Garcia, Eran Halperin and James J. Gross
      When analyzing situations in which multiple people are experiencing emotions together—whether the emotions are positive or negative and whether the situations are online or offline—we are intuitively drawn to the emotions of each individual in the situation. However,... View Details
      Keywords: Emotions; Social Psychology
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      Goldenberg, Amit, David Garcia, Eran Halperin, and James J. Gross. "Collective Emotions." Current Directions in Psychological Science 29, no. 2 (April 2020): 154–160.
      • Article

      Relational Reconciliation: Socializing Others Across Demographic Differences

      By: Lakshmi Ramarajan and Erin M. Reid
      In demographically diverse organizations, employees charged with socializing others— socialization agents—must navigate a deep tension between the organization’s needs to integrate individuals into a collective and individuals’ needs for recognition of their unique... View Details
      Keywords: Diversity; Organizational Culture; Identity; Employees
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      Ramarajan, Lakshmi, and Erin M. Reid. "Relational Reconciliation: Socializing Others Across Demographic Differences." Academy of Management Journal 63, no. 2 (April 2020): 356–385.
      • March 2020
      • Article

      Voluntary, Self-Regulatory, and Mandatory Disclosure of Oil and Gas Company Payments to Foreign Governments

      By: Paul M. Healy and George Serafeim
      Concerns about high rates of government corruption in resource-rich countries have led transparency advocates to urge oil and gas firms to disclose payments to host governments for natural resources. Transparency, they argue, can increase government accountability and... View Details
      Keywords: Oil & Gas; Corruption; Transparency; Self-regulation; Industry Self-regulation; Regulation; Disclosure; Disclosure Regulation; Energy Sources; Crime and Corruption; Corporate Disclosure; Governing Rules, Regulations, and Reforms; Energy Industry
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      Healy, Paul M., and George Serafeim. "Voluntary, Self-Regulatory, and Mandatory Disclosure of Oil and Gas Company Payments to Foreign Governments." Accounting Horizons 34, no. 1 (March 2020): 111–129.
      • February 2020
      • Supplement

      Coaching Makena Lane

      By: Ethan Bernstein
      Video Supplement for "Coaching Makena Lane," product number 418-031. Videos include a collection of ~3 minute animated videos of 5 celebrity coaches answering the same 2 questions participants are asked in the teaching plan: 1. How would you evaluate Makena Lane’s... View Details
      Keywords: Executive Coaching; Leadership Style; Performance Evaluation; Personal Development and Career
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      Bernstein, Ethan. "Coaching Makena Lane." Harvard Business School Multimedia/Video Supplement 420-718, February 2020.
      • January 2020
      • Teaching Note

      How to Encourage Others to Give and When to Pass the Torch? Insights from The Philanthropy Connection

      By: Christine Exley and Kathleen McGinn
      This case follows the co-founder and president, Marla Felcher, of The Philanthropy Connection (TPC). TPC is a nonprofit organization that centers around collective giving: members of TPC make an annual contribution that is then distributed to select nonprofit... View Details
      Keywords: Giving And Philanthropy; Philanthropy and Charitable Giving; Motivation and Incentives; Nonprofit Organizations
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      Exley, Christine, and Kathleen McGinn. "How to Encourage Others to Give and When to Pass the Torch? Insights from The Philanthropy Connection." Harvard Business School Teaching Note 920-046, January 2020.
      • 2020
      • Article

      Assessing the Impact of Big Data on Firm Innovation Performance: Big Data is not Always Better Data

      By: Maryam Ghasemaghaei and Goran Calic
      In this study, we explore the impacts of big data’s main characteristics (i.e., volume, variety, and velocity) on innovation performance (i.e., innovation efficacy and efficiency), which eventually impacts firm performance (i.e., customer perspective, financial... View Details
      Keywords: Big Data; Analytics and Data Science; Performance; Innovation and Invention
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      Ghasemaghaei, Maryam, and Goran Calic. "Assessing the Impact of Big Data on Firm Innovation Performance: Big Data is not Always Better Data." Journal of Business Research 108 (2020): 147–162.
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