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      • February 2020 (Revised June 2020)
      • Background Note

      China Commerce 2020

      By: William R. Kerr, Daniel O'Connor and Nathaniel Schwalb
      China's digital commerce platforms engage billions of consumers daily across a number of routine tasks from banking, retail purchases, travel, gaming, payments, and more. These platforms are the most sophisticated/informed and highest performing/capable in the world.... View Details
      Keywords: Platforms; Strategy; Leadership; E-commerce; Digital Platforms; Retail Industry; Technology Industry; Consumer Products Industry; China
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      Kerr, William R., Daniel O'Connor, and Nathaniel Schwalb. "China Commerce 2020." Harvard Business School Background Note 820-014, February 2020. (Revised June 2020.)
      • January–February 2020
      • Article

      Competing in the Age of AI

      By: Marco Iansiti and Karim R. Lakhani
      Today’s markets are being reshaped by a new kind of firm—one in which artificial intelligence (AI) runs the show. This cohort includes giants like Google, Facebook, and Alibaba, and growing businesses such as Wayfair and Ocado. Every time we use their services, the... View Details
      Keywords: Artificial Intelligence; Algorithms; Technological Innovation; Business Model; Competition; Competitive Strategy; AI and Machine Learning
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      Iansiti, Marco, and Karim R. Lakhani. "Competing in the Age of AI." Harvard Business Review 98, no. 1 (January–February 2020): 60–67.
      • 2020
      • Working Paper

      Reinventing Retail: The Novel Resurgence of Independent Bookstores

      By: Ryan Raffaelli
      This study examines how community-based brick-and-mortar retailers can achieve sustained market growth in the face of online and big box retail competition. The appearance of Amazon.com in 1995 led to a significant decline in the number of independent bookstores in the... View Details
      Keywords: Bookstores; Competitive Strategy; Business and Community Relations; Customization and Personalization; Growth and Development; Retail Industry; United States
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      Raffaelli, Ryan. "Reinventing Retail: The Novel Resurgence of Independent Bookstores." Harvard Business School Working Paper, No. 20-068, January 2020.
      • Article

      Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

      By: Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan and Edward McFowland III
      Reliably detecting attacks in a given set of inputs is of high practical relevance because of the vulnerability of neural networks to adversarial examples. These altered inputs create a security risk in applications with real-world consequences, such as self-driving... View Details
      Keywords: Autoencoder Networks; Pattern Detection; Subset Scanning; Computer Vision; Statistical Methods And Machine Learning; Machine Learning; Deep Learning; Data Mining; Big Data; Large-scale Systems; Mathematical Methods; Analytics and Data Science
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      Cintas, Celia, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, and Edward McFowland III. "Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error." Proceedings of the International Joint Conference on Artificial Intelligence 29th (2020).
      • December 2019
      • Article

      Costly Concessions: An Empirical Framework for Matching with Imperfectly Transferable Utility

      By: Alfred Galichon, Scott Duke Kominers and Simon Weber
      We introduce an empirical framework for models of matching with imperfectly transferable utility and unobserved heterogeneity in tastes. Our framework allows us to characterize matching equilibrium in a flexible way that includes as special cases the classic fully- and... View Details
      Keywords: Sorting; Matching; Marriage Market; Intrahousehold Allocation; Imperfectly Transferable Utility; Marketplace Matching; Mathematical Methods
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      Galichon, Alfred, Scott Duke Kominers, and Simon Weber. "Costly Concessions: An Empirical Framework for Matching with Imperfectly Transferable Utility." Journal of Political Economy 127, no. 6 (December 2019): 2875–2925.
      • Article

      The Role of Interactivity in Local Differential Privacy

      By: Matthew Joseph, Jieming Mao, Seth Neel and Aaron Leon Roth
      We study the power of interactivity in local differential privacy. First, we focus on the difference between fully interactive and sequentially interactive protocols. Sequentially interactive protocols may query users adaptively in sequence, but they cannot return to... View Details
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      Joseph, Matthew, Jieming Mao, Seth Neel, and Aaron Leon Roth. "The Role of Interactivity in Local Differential Privacy." Proceedings of the IEEE Annual Symposium on Foundations of Computer Science (FOCS) 60th (2019).
      • November 2019 (Revised May 2021)
      • Case

      DeepGreen - the Metals Company and Polymetallic Nodules

      By: Richard H.K. Vietor
      The world has begun a “green transition”—a move to reduce carbon emissions. Part of this will entail a growing shift to electric vehicles. Huge amounts of metals—cobalt, nickel, and copper—will be needed to supply electric vehicles. Mining these on land, however, is... View Details
      Keywords: Polymetallic Nodules; Seabed Mining; Entrepreneurial Finance; Metals and Minerals; Mining; Entrepreneurship; Finance; Problems and Challenges
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      Vietor, Richard H.K. "DeepGreen - the Metals Company and Polymetallic Nodules." Harvard Business School Case 720-016, November 2019. (Revised May 2021.)
      • October 2019
      • Article

      Limited Investment Capital and Credit Spreads

      By: Emil N. Siriwardane
      Using proprietary credit default swap (CDS) data, I investigate how capital shocks at protection sellers impact pricing in the CDS market. Seller capital shocks—measured as CDS portfolio margin payments—account for 12% of the time-series variation in weekly spread... View Details
      Keywords: Credit Risk; Derivatives; Credit Derivatives and Swaps; Capital Markets; Credit; Financial Institutions
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      Siriwardane, Emil N. "Limited Investment Capital and Credit Spreads." Journal of Finance 74, no. 5 (October 2019): 2303–2347.
      • October 2019 (Revised February 2021)
      • Case

      Myanmar: Special Economic Zones

      By: Willy Shih and Dawn Lau
      This case examines four Special Economic Zones in Myanmar. While the country's development had been hobbled by a complex history of military rule, ethnic conflict, and international sanctions, as it pursued liberalization it sought avenues to developing its economy.... View Details
      Keywords: Economic Development; Emerging Economies; Special Economic Zones (SEZs); Development Economics; Developing Countries and Economies; Manufacturing Industry; Energy Industry; Southeast Asia; Myanmar
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      Shih, Willy, and Dawn Lau. "Myanmar: Special Economic Zones." Harvard Business School Case 620-027, October 2019. (Revised February 2021.)
      • October 2019
      • Article

      Returns to Talent and the Finance Wage Premium

      By: Boris Vallée and Claire Célérier
      To study the role of talent in finance workers' pay, we exploit a special feature of the French higher education system. Wage returns to talent have been significantly higher and have risen faster in finance since the 1980s than in other sectors. Both wage returns to... View Details
      Keywords: Compensation; Finance; Compensation and Benefits; Wages; Banking Industry
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      Vallée, Boris, and Claire Célérier. "Returns to Talent and the Finance Wage Premium." Review of Financial Studies 32, no. 10 (October 2019): 4005–4040.
      • September 2019 (Revised December 2019)
      • Case

      Google: To TVC or Not to TVC?

      By: William R. Kerr and Carl Kreitzberg
      In late 2018, evidence emerged that many of Google’s temporary help agency workers, vendors, and independent contractors (“TVCs”) were unhappy with the company. TVCs, who reportedly made up 49.95% of Google’s 170,000-person global workforce, had raised concerns of... View Details
      Keywords: Workforce; Independent Contractors; Talent Management; Silicon Valley; Google; Employee Attitude; Employee Compensation; Employee Engagement; Future Of Work; Innovation; Innovation And Strategy; Inequality; Talent Acquisition; Labor; Talent and Talent Management; Strategy; Technological Innovation; Employees; Attitudes; Innovation and Management; Human Resources; Equality and Inequality; Information Technology Industry; United States; San Francisco
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      Kerr, William R., and Carl Kreitzberg. "Google: To TVC or Not to TVC?" Harvard Business School Case 820-048, September 2019. (Revised December 2019.)
      • September 2019 (Revised September 2020)
      • Case

      SOFWERX: Innovation at U.S. Special Operations Command (Abridged)

      By: Herman Leonard, Mitch Weiss, Jin Hyun Paik and Kerry Herman
      James "Hondo" Geurts, the Acquisition Executive for U.S. Special Operations Command was in the middle of his Senate confirmation hearing in 2017 to become Assistant Secretary of the Navy for Research, Development and Acquisition. Overseeing acquisitions in one of the... View Details
      Keywords: Open Innovation; Crowdsourcing; Prototyping; Navy; Entrepreneurship; Public Equity; Innovation and Invention; Innovation Leadership; Acquisition; Organizational Change and Adaptation; Public Administration Industry; United States
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      Leonard, Herman, Mitch Weiss, Jin Hyun Paik, and Kerry Herman. "SOFWERX: Innovation at U.S. Special Operations Command (Abridged)." Harvard Business School Case 820-047, September 2019. (Revised September 2020.)
      • August 2019
      • Case

      Kazakhstan Railways: From the Middle of Nowhere to a Center of Trade?

      By: Willy Shih and Esel Çekin
      This case describes the evolution of Kazakhstan's rail connectivity strategy post-collapse of the Soviet Union and its now central role in China's Belt and Road Initiative. This meant shifting from a north-south orientation towards an east-west one, as well as the... View Details
      Keywords: Geopolitics; China’s Infrastructure Exports: The ‘Belt And Road’ Initiative; Logistics; Trade; Economic Growth; Geopolitical Units; Geography; Rail Transportation; Rail Industry; Transportation Industry; Central Asia; Kazakhstan; China
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      Shih, Willy, and Esel Çekin. "Kazakhstan Railways: From the Middle of Nowhere to a Center of Trade?" Harvard Business School Case 620-020, August 2019.
      • August 2019
      • Case

      Creating Accountability in Afghanistan

      By: Jonas Heese, Gerardo Pérez Cavazos, Eugene F. Soltes and Grace Liu
      By early 2019, the United States had contributed $132 billion to the Afghan reconstruction. John Sopko, in his role as the Special Inspector General for Afghan Reconstruction (SIGAR), was in charge of providing accountability for U.S. aid funding. Sopko’s oversight... View Details
      Keywords: Auditing; Fraud; Accountability; Crime and Corruption; Law Enforcement; Governance; Infrastructure; Information; Networks; Strategy; Afghanistan
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      Heese, Jonas, Gerardo Pérez Cavazos, Eugene F. Soltes, and Grace Liu. "Creating Accountability in Afghanistan." Harvard Business School Case 120-024, August 2019.
      • February 2019 (Revised March 2019)
      • Case

      Banorte and the Capital Call Facility: Infrastructure Finance in Mexico

      By: John D. Macomber, Carla Larangeira and Fernanda Miguel
      As a result of Mexico´s pension industry deregulation, pension funds were able to invest in energy and infrastructure projects through a variety of financial instruments, particularly through Capital Development Certificates (CKDs), an asset class that served as a... View Details
      Keywords: Financial Products; Fund Management; Capital Call Facility; Pension Funds; Infrastructure; Energy; Finance; Decision Making; Investment Funds; Financial Instruments; North America; Mexico
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      Macomber, John D., Carla Larangeira, and Fernanda Miguel. "Banorte and the Capital Call Facility: Infrastructure Finance in Mexico." Harvard Business School Case 219-049, February 2019. (Revised March 2019.)
      • 2019
      • Chapter

      Behavioral Economics and Health-Care Markets

      By: Amitabh Chandra, Benjamin Handel and Joshua Schwartzstein
      This chapter summarizes research in behavioral health economics, focusing on insurance markets and product markets in health care. We argue that the prevalence of choice difficulties and biases leading to mistakes in these markets establish a special place for them in... View Details
      Keywords: Behavioral Economics; Consumer Behavior; Economics; Health Care and Treatment; Insurance; Markets
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      Chandra, Amitabh, Benjamin Handel, and Joshua Schwartzstein. "Behavioral Economics and Health-Care Markets." Chap. 6 in Handbook of Behavioral Economics: Foundations and Applications 2, edited by B. Douglas Bernheim, Stefano DellaVigna, and David Laibson, 459–502. Amsterdam: Elsevier/North-Holland, 2019.
      • February 2019
      • Editorial

      Introduction To: The Euro at Twenty

      By: Laura Alfaro and Paul R. Bergin
      The article introduces a special volume on the “Euro at Twenty” as the currency was first introduced January 1, 1999. The volume includes papers by renowned leaders and thinkers: Jean-Claude Trichet, former President of the European Central Bank; Claudia Buch,... View Details
      Keywords: The Euro; Currency; Europe; European Union
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      Alfaro, Laura, and Paul R. Bergin. "Introduction To: The Euro at Twenty." Review of World Economics 155, no. 1 (February 2019).
      • December 2018
      • Article

      Introduction to Argentine Exceptionalism

      By: Edward L. Glaeser, Rafael Di Tella and Lucas Llach
      This article is an introduction to the special collection on Argentine Exceptionalism. First, we discuss why the case of Argentina is generally regarded as exceptional: the country was among the richest in the world at the beginning of the 20th century, but it... View Details
      Keywords: Argentine Exceptionalism; Economic History; Economy; History; Argentina
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      Glaeser, Edward L., Rafael Di Tella, and Lucas Llach. "Introduction to Argentine Exceptionalism." Latin American Economic Review 27, no. 1 (December 2018).
      • November 2018
      • Case

      The Bundesliga in the U.S.

      By: Stephen A. Greyser, Sascha L. Schmidt and Florian Holzmayer
      The Bundesliga, Germany’s premier football (soccer) league, is assessing its global broadcast and marketing strategy, with special focus on the very lucrative but highly competitive U.S. market. Its CEO Christian Seifert believed that a strong international position... View Details
      Keywords: Media; Sports; Global Strategy; Marketing Strategy; Competitive Strategy; Media and Broadcasting Industry; Sports Industry; United States
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      Greyser, Stephen A., Sascha L. Schmidt, and Florian Holzmayer. "The Bundesliga in the U.S." Harvard Business School Case 919-406, November 2018.
      • September 2018 (Revised May 2021)
      • Teaching Plan

      Eastern Bank: Innovating Through Eastern Labs

      By: Karen Mills, Dennis Campbell and Aaron Mukerjee
      Eastern Bank is a 200-year-old New England mutual bank with a community focus. Eastern specializes in small business lending, having made strategic investments to become the top SBA lender in New England in the midst of the Great Recession, when other banks were... View Details
      Keywords: Banks; Fintech; Innovation; Innovation & Entrepreneurship; Innovation And Strategy; Technological Change; Technology And Innovation Management; Entrepreneurial Management; Intrapreneurship; Banks and Banking; Innovation and Invention; Entrepreneurship; Innovation Strategy; Technological Innovation; Information Technology; Management
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      Mills, Karen, Dennis Campbell, and Aaron Mukerjee. "Eastern Bank: Innovating Through Eastern Labs." Harvard Business School Teaching Plan 319-037, September 2018. (Revised May 2021.)
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