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      • May 8, 2020
      • Article

      Which Covid-19 Data Can You Trust?

      By: Satchit Balsari, Caroline Buckee and Tarun Khanna
      The COVID-19 pandemic has produced a tidal wave of data, but how much of it is any good? And as a layperson, how can you sort the good from the bad? The authors suggest a few strategies for dividing the useful data from the misleading: Beware of data that’s too broad... View Details
      Keywords: COVID-19 Pandemic; Health Pandemics; Analytics and Data Science
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      Balsari, Satchit, Caroline Buckee, and Tarun Khanna. "Which Covid-19 Data Can You Trust?" Harvard Business Review (website) (May 8, 2020).
      • 2020
      • Article

      Mutual Funds: Skill and Performance

      By: Jonathan B. Berk, Jules van Binsbergen and Max Miller
      The authors summarize the recent literature on mutual fund manager skill and performance. They discuss the latest contributions in the field and reinterpret them through the lens of the rational expectations framework (efficient market hypothesis). They further discuss... View Details
      Keywords: Investment Return; Investment Portfolio; Financial Management; Performance Evaluation; Measurement and Metrics
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      Berk, Jonathan B., Jules van Binsbergen, and Max Miller. "Mutual Funds: Skill and Performance." Journal of Portfolio Management 46, no. 5 (2020): 17–31.
      • January 2020 (Revised October 2021)
      • Case

      Zara: An Integrated Store and Online Model (A)

      By: Antonio Moreno
      In 2010, amidst the growth of ecommerce and the emergence of new, purely online, fashion players, Zara launched its first online store, Zara.com. Since then, Zara’s online business had grown at a fast pace. By 2018, 12% of Inditex Group’s total sales came from the... View Details
      Keywords: Stores; Integration; Operations; Business Model; Strategy; E-commerce; Retail Industry; Fashion Industry; Europe
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      Moreno, Antonio. "Zara: An Integrated Store and Online Model (A)." Harvard Business School Case 620-073, January 2020. (Revised October 2021.)
      • Article

      A Theories-in-Use Approach to Building Marketing Theory

      By: G. Zaltman, Valarie A. Zeithaml, Bernard Jaworski, Ajay K. Kohli, Kapil R. Tuli and Wolfgang Ulaga
      This article’s objective is to inspire and provide guidance on the development of marketing knowledge based on the theories-in-use (TIU) approach. The authors begin with a description of the TIU approach and compare it with other inductive and deductive research... View Details
      Keywords: Building Theory; Grounded Theory; Theories-in-use; Theory Construction; Theory Development; Marketing; Knowledge; Theory
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      Zaltman, G., Valarie A. Zeithaml, Bernard Jaworski, Ajay K. Kohli, Kapil R. Tuli, and Wolfgang Ulaga. "A Theories-in-Use Approach to Building Marketing Theory." Journal of Marketing 84, no. 1 (January 2020): 32–51.
      • 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
      • Case

      CME Group in 2019

      By: José B. Alvarez, Forest Reinhardt and Natalie Kindred
      Chicago-based CME Group is the world’s largest futures and options marketplace, with annual trading volume of over 4.8 billion contracts in 2018. This case is set in late 2019, as heightened perceptions of risk stemming from the U.S.-China trade war are driving record... View Details
      Keywords: Financial Markets; Risk Management; Futures and Commodity Futures; Trade; Price; Competition; Risk and Uncertainty; Competitive Strategy; United States; China; Brazil
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      Alvarez, José B., Forest Reinhardt, and Natalie Kindred. "CME Group in 2019." Harvard Business School Case 520-048, December 2019.
      • November 2019 (Revised April 2020)
      • Case

      Purple Innovation, Inc.: The Online to Offline Marketing Challenge

      By: Elie Ofek and Nakisha Williams
      This case focuses on Purple Innovation Inc. (Purple), a company that started out in the Direct to Consumer (DTC) mattress space. In late 2018, after a successful launch and IPO with sales predominantly originating from its website, Purple was looking to sustain its... View Details
      Keywords: Offline Sales; Marketing Strategy; Digital Marketing; Growth and Development Strategy; Consumer Products Industry; Retail Industry
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      Ofek, Elie, and Nakisha Williams. "Purple Innovation, Inc.: The Online to Offline Marketing Challenge." Harvard Business School Case 520-040, November 2019. (Revised April 2020.)
      • October 2019 (Revised February 2020)
      • Case

      Relevent and LaLiga: Bringing Spanish Soccer to America

      By: Anita Elberse and David Moreno Vicente
      “Barcelona backs out of proposed LaLiga match in Miami.” It is December 2018, and Daniel Sillman, chief executive officer of sports and entertainment company Relevent, is tasked with finding a way forward after a significant setback. Relevent had found success by... View Details
      Keywords: Soccer; Football; Superstars; Talent; Talent Development; General Management; Marketing; Entertainment; Sports; Media; Talent and Talent Management; Globalization; Strategy; Sports Industry
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      Elberse, Anita, and David Moreno Vicente. "Relevent and LaLiga: Bringing Spanish Soccer to America." Harvard Business School Case 520-021, October 2019. (Revised February 2020.)
      • September 2019
      • Case

      Alicia Keys

      By: Boris Groysberg, Annelena Lobb and Sarah Mehta
      This case explores the life and career of Alicia Keys, the 15-time Grammy winning singer-songwriter and producer. Set in 2019, it covers the evolution of Keys’s 18-year musical career and additional passions, including acting, entrepreneurship, social justice activism,... View Details
      Keywords: Entertainment; Music Entertainment; Television Entertainment; Entrepreneurship; Personal Development and Career; Fine Arts Industry; Music Industry; United States
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      Groysberg, Boris, Annelena Lobb, and Sarah Mehta. "Alicia Keys." Harvard Business School Case 420-033, September 2019.
      • September 2019 (Revised February 2020)
      • Teaching Note

      Fishbowl: Scaling Up

      By: Leslie K. John
      Email mking@hbs.edu for a courtesy copy.

      Teaching Note for HBS No. 919-013. Fishbowl is a social media app that allows professionals to connect with other relevant professionals both within their company and... View Details
      Keywords: Communication Technologies; Customer Value; Value Chain; Interpersonal Communication; Talent and Talent Management; Customer Value and Value Chain; Entrepreneurship; Business Model; Growth and Development Strategy; Marketing Strategy; Advertising; Product Marketing; Digital Platforms; Consumer Behavior; Network Effects; Emotions; Motivation and Incentives; Trust; Applications and Software; Technology Adoption; Digital Platforms; Communications Industry; Employment Industry; Media and Broadcasting Industry; Technology Industry; Telecommunications Industry; United States
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      John, Leslie K. "Fishbowl: Scaling Up." Harvard Business School Teaching Note 920-022, September 2019. (Revised February 2020.) (Email mking@hbs.edu for a courtesy copy.)
      • September 2019 (Revised February 2020)
      • Teaching Note

      Commonwealth Bank of Australia: Unbanklike Experimentation

      By: Ryan W. Buell and Leslie K. John
      Email mking@hbs.edu for a courtesy copy.

      This Teaching Note explains the theory of the case and teaching plan for the case: Commonwealth Bank of Australia: Unbanklike Experimentation (619-018). In August 2017,... View Details
      Keywords: Transparency; Experimentation; Banks and Banking; Credit Cards; Customer Focus and Relationships; Competitive Strategy; Banking Industry; Australia
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      Buell, Ryan W., and Leslie K. John. "Commonwealth Bank of Australia: Unbanklike Experimentation." Harvard Business School Teaching Note 620-041, September 2019. (Revised February 2020.)
      • 2019
      • Chapter

      Problem, Person, and Pathway: A Framework for Social Innovators

      By: Julie Battilana, Brittany Butler, Marissa Kimsey, Johanna Mair, Christopher Marquis and Christian Seelos
      As the appetite for learning about social innovation intensifies, how can we better prepare practitioners for the work of addressing the world’s pressing social problems at the relevant scale? This chapter presents the “3P” framework that we developed to help address... View Details
      Keywords: Social Innovation; Social Entrepreneurship; Social Issues; Change; Problems and Challenges
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      Battilana, Julie, Brittany Butler, Marissa Kimsey, Johanna Mair, Christopher Marquis, and Christian Seelos. "Problem, Person, and Pathway: A Framework for Social Innovators." In Handbook of Inclusive Innovation: The Role of Organizations, Markets and Communities in Social Innovation, edited by Gerard George, Ted Baker, Paul Tracey, and Havovi Joshi, 61–74. Cheltenham, UK: Edward Elgar Publishing, 2019.
      • 2019
      • Book

      Race, Work, and Leadership: New Perspectives on the Black Experience

      By: Laura Morgan Roberts, Anthony J. Mayo and David A. Thomas
      Race, Work, and Leadership is a rare and important compilation of essays that examines how race matters in people’s experience of work and leadership. What does it mean to be black in corporate America today? How are racial dynamics in organizations changing?... View Details
      Keywords: Race And Ethnicity; Diversity Management; Inclusion; Leader Selection; Race; Ethnicity; Diversity; Leadership; Leadership Development; Employment
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      Roberts, Laura Morgan, Anthony J. Mayo, and David A. Thomas, eds. Race, Work, and Leadership: New Perspectives on the Black Experience. Boston, MA: Harvard Business Review Press, 2019.
      • August 2019 (Revised March 2022)
      • Case

      Lemonade: Disrupting Insurance with Instant Everything, Killer Prices, and a Big Heart

      By: Elie Ofek and Danielle Golan
      Launching its first products in the fall of 2016 in New York, insurtech startup Lemonade was on a mission to disrupt the insurance market by using AI and behavioral economics principles. The company offered renters, homeowners, and condo insurance and mainly targeted... View Details
      Keywords: AI; Business Startups; Insurance; Technological Innovation; Business Model; Disruption; Brands and Branding; Growth and Development Strategy; Global Strategy; Decision Making; Insurance Industry; Technology Industry
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      Ofek, Elie, and Danielle Golan. "Lemonade: Disrupting Insurance with Instant Everything, Killer Prices, and a Big Heart." Harvard Business School Case 520-020, August 2019. (Revised March 2022.)
      • 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

      Autonomous Vehicles: Smooth or Bumpy Ride Ahead?

      By: Elie Ofek and Akhil Waghmare
      In early 2019, transportation was set to undergo a major transformation with the advent of autonomous vehicles (AVs), also referred to as driverless cars, which were nearing completion from an R&D and testing phase. Yet many questions remained open regarding exactly... View Details
      Keywords: Transportation; Technological Innovation; Disruptive Innovation; Transformation; Technology Adoption; Business Model; Governing Rules, Regulations, and Reforms; Transportation Industry; Auto Industry
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      Ofek, Elie, and Akhil Waghmare. "Autonomous Vehicles: Smooth or Bumpy Ride Ahead?" Harvard Business School Case 520-008, July 2019.
      • Article

      Reverse the Curse of the Top-5

      By: Robert S. Kaplan
      The past 40 years has seen a large increase in the number of articles submitted to journals ranked in the top-5 of their discipline. This increase is the rational response, by faculty, to the overweighting of publications in these journals by university promotions and... View Details
      Keywords: Information Publishing; Journals and Magazines; Power and Influence; Research
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      Kaplan, Robert S. "Reverse the Curse of the Top-5." Accounting Horizons 33, no. 2 (June 2019): 17–24.
      • April 2019 (Revised June 2019)
      • Case

      From Globalization to Dual Digital Transformation: CEO Thierry Breton Leading Atos Into 'Digital Shockwaves' (A)

      By: Tsedal Neeley, JT Keller and James Barnett
      Thierry Breton, chairman and CEO of IT company Atos, faced a pivotal juncture. After spending eight intense years scaling the company globally to over 100,000 employees in 70 countries, he was ready to take the next crucial step. Breton was convinced that rapid digital... View Details
      Keywords: Dual Digital Transformation; Transformation; Disruption; Employees; Competency and Skills; Training; Decision Making; Digital Transformation
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      Neeley, Tsedal, JT Keller, and James Barnett. "From Globalization to Dual Digital Transformation: CEO Thierry Breton Leading Atos Into 'Digital Shockwaves' (A)." Harvard Business School Case 419-027, April 2019. (Revised June 2019.)
      • March 2019 (Revised April 2019)
      • Case

      Measuring Impact at JUST Capital

      By: Ethan C. Rouen and Charles C.Y. Wang
      JUST Capital is a nonprofit organization that seeks to make public companies more "just" by measuring and ranking their overall impact on society, based on the priorities most important to the average American. This case examines JUST’s strategy for influencing... View Details
      Keywords: Corporate Social Responsibility and Impact; Social Issues; Performance Evaluation
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      Rouen, Ethan C., and Charles C.Y. Wang. "Measuring Impact at JUST Capital." Harvard Business School Case 119-092, March 2019. (Revised April 2019.)
      • March 2019
      • Technical Note

      Control or Flexibility? Structured Empowerment Offers Both—Lessons from Retail & Service Chains (Abridged)

      By: Tatiana Sandino
      This note explains how several retail and service organizations use a practice described here as “structured empowerment” to balance control and flexibility as they grow. I define structured empowerment as a practice that grants employees both (a) the power to make... View Details
      Keywords: Service Operations; Standards; Employees; Service Delivery; Decision Making; Power and Influence; Retail Industry; Service Industry
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      Sandino, Tatiana. "Control or Flexibility? Structured Empowerment Offers Both—Lessons from Retail & Service Chains (Abridged)." Harvard Business School Technical Note 119-088, March 2019.
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