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      • 2019
      • Chapter

      The Consequences of Mandatory Corporate Sustainability Reporting

      By: Ioannis Ioannou and George Serafeim
      A key aspect of the governance process inside organizations and markets is the measurement and disclosure of important metrics and information. In this chapter, we examine the effect of sustainability disclosure regulations on firms’ disclosure practices and... View Details
      Keywords: Mandatory Disclosure; Mandatory Reporting; Sustainability; Corporate Social Responsibility; Social Impact; Valuation; China; South Africa; Europe; Asia; Regulation; Corporate Disclosure; Integrated Corporate Reporting; Corporate Social Responsibility and Impact; Governing Rules, Regulations, and Reforms; Corporate Governance; China; Denmark; Malaysia; South Africa
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      Ioannou, Ioannis, and George Serafeim. "The Consequences of Mandatory Corporate Sustainability Reporting." In The Oxford Handbook of Corporate Social Responsibility: Psychological and Organizational Perspectives, edited by Abagail McWilliams, Deborah E. Rupp, Donald S. Siegel, Günter K. Stahl, and David A. Waldman, 452–489. Oxford University Press, 2019.
      • Article

      Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

      By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna
      We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details
      Keywords: CEOs; Communication Style; Machine Learning; Spoken Communication; Nonverbal Communication; Personal Characteristics; Analysis; Performance
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      Choudhury, Prithwiraj, Dan Wang, Natalie A. Carlson, and Tarun Khanna. "Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles." Strategic Management Journal 40, no. 11 (November 2019): 1705–1732.
      • October 2019 (Revised October 2019)
      • Case

      Epic Games

      By: Andy Wu and Christopher Zhang
      Epic Games entered a stagnant market with its PC-games digital storefront in 2018, in the context of incumbent competitors such as Steam, its meteoric rise via Fortnite, and imminent industry shifts in gaming distribution. On the surface, Epic Games Store’s competitive... View Details
      Keywords: Industry Analysis; Video Games; Platforms; Comparative Advantage; Growth Strategy; Innovation Focused Strategy; Pricing Strategy; Strategy; Competition; Growth and Development Strategy; Innovation Strategy; Games, Gaming, and Gambling; Digital Platforms; Technology Industry
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      Wu, Andy, and Christopher Zhang. "Epic Games." Harvard Business School Case 720-380, October 2019. (Revised October 2019.)
      • Article

      Achieving Value in Highly Complex Acute Care: Lessons from the Delivery of Extra Corporeal Life Support

      By: Michael Nurok, Jonathan Warsh, Erik Dong, Jeffrey Lopez, Mayumi Kharabi and Robert S. Kaplan
      We applied a value (outcomes and cost) analysis to extracorporeal life support (ECLS), a relatively rare but very expensive ICU therapy with highly variable outcomes. To address the outcome component of the value approach, we created guidelines for ECLS delivery; to... View Details
      Keywords: Health Care and Treatment; Cost Management; Value; Analysis
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      Nurok, Michael, Jonathan Warsh, Erik Dong, Jeffrey Lopez, Mayumi Kharabi, and Robert S. Kaplan. "Achieving Value in Highly Complex Acute Care: Lessons from the Delivery of Extra Corporeal Life Support." NEJM Catalyst (October 31, 2019).
      • Article

      Creating Firm Disclosures

      By: Amir Amel-Zadeh, Alexandra Scherf and Eugene F. Soltes
      Managers expend significant time and effort preparing disclosures about firm performance and strategy. Although prior literature has explored how variation in the style and presentation of disclosures impacts investors' perceptions of firms, little is known about how... View Details
      Keywords: Disclosure; Earnings Conference Call; Field Study; MD&A; Textual Analysis; Corporate Disclosure
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      Amel-Zadeh, Amir, Alexandra Scherf, and Eugene F. Soltes. "Creating Firm Disclosures." Journal of Financial Reporting 4, no. 2 (Fall 2019): 1–31.
      • 2019
      • White Paper

      Impact-Weighted Financial Accounts: The Missing Piece for an Impact Economy

      By: George Serafeim, T. Robert Zochowski and Jennifer Downing
      Reimagining capitalism is an imperative. We need to create a more inclusive and sustainable form of capitalism that works for every person and the planet. Massive environmental damage, growing income and wealth disparity, stress, and depression within developed... View Details
      Keywords: Impact-Weighted Accounts; IWAI; Background; Economic Systems; Economy; Corporate Social Responsibility and Impact; Measurement and Metrics; Financial Statements
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      Serafeim, George, T. Robert Zochowski, and Jennifer Downing. "Impact-Weighted Financial Accounts: The Missing Piece for an Impact Economy." White Paper, Harvard Business School, Boston, MA, September 2019.
      • 2019
      • Book

      The Economic Turn: Recasting Political Economy in Enlightenment Europe

      By: Steven L. Kaplan and Sophus A. Reinert
      The mid-eighteenth century witnessed what might be dubbed an “economic turn” that resolutely changed the trajectory of world history. From the birth of new agricultural practices and the foundation of private societies to the sustained and popular theorization of... View Details
      Keywords: Economic Systems; Trade; History; Markets; Society; France; Europe
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      Kaplan, Steven L., and Sophus A. Reinert, eds. The Economic Turn: Recasting Political Economy in Enlightenment Europe. London: Anthem Press, 2019.
      • August 2019 (Revised October 2019)
      • Case

      Amandla Capital: Real Estate in Côte d‘Ivoire

      By: John D. Macomber, Pippa Tubman Armerding and Dilyana Botha
      This case describes Amandla Capital, a fledgling company in Cote d’Ivoire, facing three opportunities in the real estate and hospitality industries in Africa. It introduces students to several concepts: decision-making and cost-benefit analysis in real estate,... View Details
      Keywords: Small Business; Decision Making; Decision Choices and Conditions; Cost vs Benefits; Finance; Assets; Asset Management; Investment Portfolio; Investment Return; Project Finance; Relationships
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      Macomber, John D., Pippa Tubman Armerding, and Dilyana Botha. "Amandla Capital: Real Estate in Côte d‘Ivoire." Harvard Business School Case 220-029, August 2019. (Revised October 2019.)
      • August 2019 (Revised September 2021)
      • Background Note

      Analytical Tools in Private Equity: Return Bridge

      By: Victoria Ivashina and Abhijit Tagade
      This note explains the rationale and derivation behind “return bridge,” a key analytical tool used in the private equity industry to understand sources of value-add. The note elaborates on the advantages and the shortcomings of the return bridge. View Details
      Keywords: Return Bridge; Private Equity; Value Creation; Analysis
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      Ivashina, Victoria, and Abhijit Tagade. "Analytical Tools in Private Equity: Return Bridge." Harvard Business School Background Note 220-019, August 2019. (Revised September 2021.) (Prof. Ivashina is using this note for course this semester.)
      • 2020
      • Working Paper

      Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA

      By: Matthew S. Johnson, David I. Levine and Michael W. Toffel
      We study how a regulator can best target inspections. Our case study is a US Occupational Safety and Health Administration (OSHA) program that randomly allocated some inspections. On average, each inspection averted 2.4 serious injuries (9%) over the next five years.... View Details
      Keywords: Government Administration; Working Conditions; Safety; Quality; Production; Analysis; Resource Allocation; Manufacturing Industry; United States
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      Johnson, Matthew S., David I. Levine, and Michael W. Toffel. "Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA." Harvard Business School Working Paper, No. 20-019, August 2019. (Revised February 2020.)
      • August 2019
      • Case

      Bark Gift Shop Ltd.

      By: Susanna Gallani, Jan Bouwens and Peter Kroos
      This case describes a setting in which the CFO of Bark Gift Shop Ltd., a gift items retailer, discovers an undesired pattern in the performance data suggesting that her shop managers that perform well during the first part of the year, purposely reduce their effort in... View Details
      Keywords: Data Analytics; Employees; Behavior; Performance; Management; Goals and Objectives; Motivation and Incentives; Analysis
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      Gallani, Susanna, Jan Bouwens, and Peter Kroos. "Bark Gift Shop Ltd." Harvard Business School Case 120-008, August 2019.
      • August 2019
      • Case

      The United States and Russia: Gas Rivals in Europe?

      By: Rawi Abdelal, Galit Goldstein and Paul Apostolicas
      Though the shale revolution transformed the U.S. into the largest producer of petroleum products, it was unclear how much success American exporters would find selling liquefied natural gas on the European energy market. Gazprom, the state-controlled Russian energy... View Details
      Keywords: Gas Pipelines; Natural Gas; LNG; Strategic Analysis; Strategic Behavior; Energy Markets; Entrepreneurial Financing; Entrepreneurial Risk; Entrepreneurial Ventures; Entrepreneurial Selling; Energy; Energy Sources; Entrepreneurship; Market Entry and Exit; Marketing Strategy; Price; Energy Industry; Russia; United States; Europe; European Union
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      Abdelal, Rawi, Galit Goldstein, and Paul Apostolicas. "The United States and Russia: Gas Rivals in Europe?" Harvard Business School Case 720-006, August 2019.
      • August 2019
      • Article

      When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation

      By: Yicheng Song, Nachiketa Sahoo and Elie Ofek
      Sometimes we desire change, a break from the same or an opportunity to fulfill different aspects of our needs. Noting that consumers seek variety, several approaches have been developed to diversify items recommended by personalized recommender systems. However,... View Details
      Keywords: Recommender Systems; Personalization; Recommendation Diversity; Variety Seeking; Collaborative Filtering; Consumer Utility Models; Digital Media; Clickstream Analysis; Learning-to-rank; Consumer Behavior; Media; Customization and Personalization; Strategy; Mathematical Methods
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      Song, Yicheng, Nachiketa Sahoo, and Elie Ofek. "When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation." Management Science 65, no. 8 (August 2019): 3737–3757.
      • July 2019
      • Case

      Christmas Inc. (A)

      By: Susanna Gallani, Gregory Sabin, Lexor Adams and Nicholas Haberling
      Santa Claus is facing increasing pressures to contain costs. The economic model that has worked for centuries is starting to show some cracks, to the point that he is considering outsourcing part of its toy production. Evaluating the bids his team collected from... View Details
      Keywords: Costing; Production; Cost; Analysis; Decision Making; Strategy
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      Gallani, Susanna, Gregory Sabin, Lexor Adams, and Nicholas Haberling. "Christmas Inc. (A)." Harvard Business School Case 120-009, July 2019.
      • 2019
      • Chapter

      Spatial Agglomeration and Superstar Firms: Firm-level Patterns from Europe and U.S.

      By: Laura Alfaro, Maggie X. Chen and Harald Fadinger
      We characterize the agglomeration patterns of industries and plants in Europe, distinguishing Eurozone countries and the United States. Using a micro-level index, we quantify the degree of geographic concentration in industrial activities and explore how firm... View Details
      Keywords: Agglomeration; Patterns; Industry Clusters; Europe; United States
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      Alfaro, Laura, Maggie X. Chen, and Harald Fadinger. "Spatial Agglomeration and Superstar Firms: Firm-level Patterns from Europe and U.S." In ECB Forum on Central Banking, 17-19 June 2019, Sintra, Portugal: 20 years of European Economic and Monetary Union: Conference Proceedings. Frankfurt: European Central Bank, 2019.
      • 2020
      • Working Paper

      To Infinity and Beyond: Scaling Economic Theories via Logical Compactness

      By: Yannai A. Gonczarowski, Scott Duke Kominers and Ran I. Shorrer
      Many economic-theoretic models incorporate finiteness assumptions that, while introduced for simplicity, play a real role in the analysis. Such assumptions introduce a conceptual problem, as results that rely on finiteness are often implicitly nonrobust; for example,... View Details
      Keywords: Markets; Analysis; Game Theory
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      Gonczarowski, Yannai A., Scott Duke Kominers, and Ran I. Shorrer. "To Infinity and Beyond: Scaling Economic Theories via Logical Compactness." Harvard Business School Working Paper, No. 19-127, June 2019. (Revised November 2020.)
      • June 21, 2019
      • Article

      When Tech Companies Compete on Their Own Platforms

      By: Feng Zhu
      One common complaint from third parties about platform businesses is that they see what succeeds on their platforms and then enter the most profitable areas themselves, often decimating third parties in the process. Studies have identified several motivations for... View Details
      Keywords: Platform-based Markets; Platform-owner Entry; Digital Platforms; Market Entry and Exit; Competition
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      Zhu, Feng. "When Tech Companies Compete on Their Own Platforms." Harvard Business Review (website) (June 21, 2019).
      • June 2019
      • Article

      Learning to Become a Taste Expert

      By: Kathryn A. Latour and John A. Deighton
      Evidence suggests that consumers seek to become more expert about hedonic products to enhance their enjoyment of future consumption occasions. Current approaches to becoming expert center on cultivating an analytic mindset. In the present research the authors explore... View Details
      Keywords: Learning; Experience and Expertise; Analysis; Perception
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      Latour, Kathryn A., and John A. Deighton. "Learning to Become a Taste Expert." Journal of Consumer Research 46, no. 1 (June 2019): 1–19.
      • 2019
      • Chapter

      The Impact of Artificial Intelligence on Innovation: An Exploratory Analysis

      By: Iain M. Cockburn, Rebecca Henderson and Scott Stern
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      Cockburn, Iain M., Rebecca Henderson, and Scott Stern. "The Impact of Artificial Intelligence on Innovation: An Exploratory Analysis." Chap. 4 in The Economics of Artificial Intelligence, edited by Ajay K. Agrawal, Joshua Gans, and Avi Goldfarb. University of Chicago Press, 2019.
      • May 29, 2019
      • Article

      A Study of More Than 250 Platforms Reveals Why Most Fail

      By: David B. Yoffie, Annabelle Gawer and Michael A. Cusumano
      This piece explores why digital platforms fail. We collected data on 250 failures over the last 20 years, analyzed the most common causes for a platform to disappear or morph into an alternative business. View Details
      Keywords: Platform; Digital Platforms; Strategy; Failure; Analysis
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      Yoffie, David B., Annabelle Gawer, and Michael A. Cusumano. "A Study of More Than 250 Platforms Reveals Why Most Fail." Harvard Business Review (website) (May 29, 2019).
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