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      • 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
      • Case

      Afterpay U.S.: The Omnichannel Dilemma

      By: Antonio Moreno, Donald Ngwe and George Gonzalez
      In 2018, Nick Molnar, the founder of the Australia-based online payment service Afterpay began its expansion to the U.S. market. The service had gained a loyal following in Australia by enabling customers to pay for online purchases through four interest-free... View Details
      Keywords: Omnichannel Retail; Multi-sided Platforms; Value Creation; Business Model Innovation; Fintech; Digital Marketing; Disruptive Innovation; Business Startups; Business Growth and Maturation; Business Model; Business Organization; For-Profit Firms; Change Management; Customer Value and Value Chain; Customer Relationship Management; Customer Satisfaction; Financing and Loans; Microfinance; Global Strategy; Marketing Channels; Brands and Branding; Marketing Strategy; Market Entry and Exit; Digital Platforms; Product Development; Supply Chain Management; Business and Stakeholder Relations; Networks; Network Effects; Internet and the Web; Financial Services Industry; Retail Industry; Technology Industry; United States; Australia
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      Moreno, Antonio, Donald Ngwe, and George Gonzalez. "Afterpay U.S.: The Omnichannel Dilemma." Harvard Business School Case 519-086, April 2019.
      • 2020
      • Working Paper

      Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

      By: Eva Ascarza
      The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details
      Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry
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      Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Harvard Business School Working Paper, No. 19-091, February 2019. (Revised May 2020. Accepted at the Journal of Marketing Research.)
      • 2018
      • Working Paper

      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." Harvard Business School Working Paper, No. 19-052, October 2018.
      • August 2018 (Revised February 2023)
      • Case

      Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

      By: Jill Avery and Ayelet Israeli
      As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a valuation of $200 million and debating... View Details
      Keywords: DTC; Direct To Consumer Marketing; Health Care; Mobile; Attribution; Experimentation; Experiments; Churn/retention; Customer Lifetime Value; Internet Marketing; Big Data; Analytics; A/B Testing; CRM; Advertising; Marketing; Marketing Channels; Marketing Strategy; Media; Brands and Branding; Marketing Communications; Digital Marketing; Consumer Behavior; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; Social Media; E-commerce; Analytics and Data Science; Health Industry; Consumer Products Industry; United States; North America; Europe
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      Avery, Jill, and Ayelet Israeli. "Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing." Harvard Business School Case 519-011, August 2018. (Revised February 2023.)
      • June 2018
      • Article

      Personal and Social Usage: The Origins of Active Customers and Ways to Keep Them Engaged

      By: Clarence Lee, Elie Ofek and Thomas Steenburgh
      We study how digital service firms can develop an active customer base, focusing on two questions. First, how does the way that customers use the service postadoption to meet their own needs (personal usage) and to interact with one another (social usage) vary across... View Details
      Keywords: Customer Engagement; Adoption Routes; Word-of-Mouth; Digital Marketing; Bayesian Estimation; Customers; Communication; Consumer Behavior; Marketing; Internet and the Web; Analytics and Data Science
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      Lee, Clarence, Elie Ofek, and Thomas Steenburgh. "Personal and Social Usage: The Origins of Active Customers and Ways to Keep Them Engaged." Management Science 64, no. 6 (June 2018): 2473–2495. (Lead Article.)
      • April 2018
      • Teaching Note

      Publicis Groupe 2016: Maurice and the Millennials

      By: Rosabeth Moss Kanter and Jonathan Cohen
      This Teaching Note assists classroom instructors in teaching HBS case, “Publicis Groupe 2016: Maurice and the Millennials,” (HBS No. 316-127), which describes Levy's efforts to transform the Groupe. View Details
      Keywords: Digital; Advertising; Managing Change; Collaboration; Synergies; Integration; Millennials; Innovation & Entrepreneurship; Organizational Change and Adaptation; Information Technology; Change Management; Restructuring; Marketing; Mergers and Acquisitions; Transformation; Innovation and Management; Digital Marketing
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      Kanter, Rosabeth Moss, and Jonathan Cohen. "Publicis Groupe 2016: Maurice and the Millennials." Harvard Business School Teaching Note 318-144, April 2018.
      • April 2018
      • Case

      Cisco Systems and OpenDNS: Strategic Integration

      By: Andy Wu, George Gonzalez and David Wang
      With more than 72,000 employees and revenues approaching the $50B mark, Cisco Systems is one of the largest information technology and networking firms globally. As the company grew and expanded into different lines of businesses, Cisco consistently looked outwards for... View Details
      Keywords: Mergers and Acquisitions; Integration; Corporate Strategy; Change Management; Entrepreneurship; Organizational Culture; Information Technology Industry
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      Wu, Andy, George Gonzalez, and David Wang. "Cisco Systems and OpenDNS: Strategic Integration." Harvard Business School Case 718-489, April 2018.
      • February 2018
      • Case

      Whole Foods and JANA Partners

      By: Suraj Srinivasan and Quinn Pitcher
      In 2017, JANA Partners decided to launch an activist campaign at struggling supermarket chain Whole Foods Market. The company had struggled for the past several years, and JANA thought the presence of new directors could help turn around its operations, while Whole... View Details
      Keywords: Corporate Governance; Information Technology; Institutional Investing; Investment Activism; United States
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      Srinivasan, Suraj, and Quinn Pitcher. "Whole Foods and JANA Partners." Harvard Business School Case 118-076, February 2018.
      • September 2017 (Revised June 2019)
      • Case

      Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China

      By: Christopher J. Malloy, Lauren H. Cohen and Anthony K. Woo
      This case examines the strategic positioning of Dianrong, one of the largest online peer-to-peer (P2P) lending platforms in China, in its attempt to become a foundational player in the expansion of the FinTech sector in Asia. Dianrong had recently announced the... View Details
      Keywords: Financing and Loans; Internet and the Web; Supply Chain; Finance; Innovation and Invention; Competition; Product Positioning; Strategy; Financial Services Industry; China
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      Malloy, Christopher J., Lauren H. Cohen, and Anthony K. Woo. "Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China." Harvard Business School Case 218-043, September 2017. (Revised June 2019.)
      • August 2017 (Revised August 2018)
      • Case

      Busbud: Building a Data Company

      By: Srikant M. Datar, Alistair Croll and Caitlin N. Bowler
      The case features the work of LP Maurice (HBS '08) as he decides to take on the fragmented bus travel industry and launch an online business that aggregates and shares bus schedules for routes around the world. His first challenge: finding that the data he needs is... View Details
      Keywords: Data Science; Analytics and Data Science; Business Startups; Knowledge Acquisition; Customers; Measurement and Metrics; Transportation Industry
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      Datar, Srikant M., Alistair Croll, and Caitlin N. Bowler. "Busbud: Building a Data Company." Harvard Business School Case 118-011, August 2017. (Revised August 2018.)
      • July 2017 (Revised October 2017)
      • Supplement

      Becton Dickinson: Innovation and Growth (B)

      By: Raffaella Sadun, Michael Beer and James Weber
      This (B) case supplements the (A) case by providing additional information and updates through early 2016. View Details
      Keywords: Transformation; Change Management; Innovation Leadership; Mergers and Acquisitions; Organizational Change and Adaptation; Organizational Culture; Organizational Design; Strategy; Medical Devices and Supplies Industry; Health Industry; Manufacturing Industry; United States
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      Sadun, Raffaella, Michael Beer, and James Weber. "Becton Dickinson: Innovation and Growth (B)." Harvard Business School Supplement 717-504, July 2017. (Revised October 2017.)
      • April 2017 (Revised November 2017)
      • Case

      BlackRock (B): Acquire MLIM? (with video links)

      By: Ranjay Gulati, Jan W. Rivkin, Stuart C. Gilson and Aldo Sesia
      In early 2006, BlackRock, Inc. is considering acquiring Merrill Lynch’s asset management business. The asset management industry was in a state of transition. In the prior year, more than 130 mergers and acquisitions had taken place. The proposed deal between BlackRock... View Details
      Keywords: Strategy; Competition; Information Technology; Asset Management; Mergers and Acquisitions; Decision Choices and Conditions; United States
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      Gulati, Ranjay, Jan W. Rivkin, Stuart C. Gilson, and Aldo Sesia. "BlackRock (B): Acquire MLIM? (with video links)." Harvard Business School Multimedia/Video Case 717-485, April 2017. (Revised November 2017.)
      • April 2017 (Revised November 2017)
      • Case

      BlackRock (C): Integrating BGI (with video links)

      By: Ranjay Gulati, Jan W. Rivkin and Aldo Sesia
      On June 11, 2009, BlackRock, Inc., the world’s fourth-largest asset manager announced it was acquiring Barclays Global Investors (BGI) for $13.5 billion in stock and cash. The deal would more than double BlackRock’s assets under management (AUM), making it the world’s... View Details
      Keywords: Acquisition; Integration; Organizational Culture; Strategy; Competitive Advantage; Information Technology; Asset Management; Financial Services Industry; United States
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      Gulati, Ranjay, Jan W. Rivkin, and Aldo Sesia. "BlackRock (C): Integrating BGI (with video links)." Harvard Business School Multimedia/Video Case 717-486, April 2017. (Revised November 2017.)
      • April 2017 (Revised May 2022)
      • Case

      King Digital Entertainment

      By: Jeffrey F. Rayport, Davide Sola, Federica Gabrieli and Elena Corsi
      Riccardo Zacconi was the co-founder and CEO of King Digital Entertainment, the video game company that had quickly established itself as the world’s leading maker of casual games for mobile devices after the sensational success of its game “Candy Crush Saga.” Zacconi... View Details
      Keywords: Entrepreneurship; Information Technology; Growth and Development Strategy; Organizational Structure; Acquisition; Decision Choices and Conditions; Video Game Industry; Europe; Sweden
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      Rayport, Jeffrey F., Davide Sola, Federica Gabrieli, and Elena Corsi. "King Digital Entertainment." Harvard Business School Case 817-117, April 2017. (Revised May 2022.)
      • February 2017 (Revised May 2017)
      • Case

      Rapid7

      By: Mitchell Weiss, Paul Gompers and Silpa Kovvali
      That Corey Thomas, vice president at Boston-based Rapid7, Inc., was about to enter his investor’s boardroom to negotiate a potential acquisition of Metasploit, LLC, was already an unlikely achievement of sorts. After all, Rapid7 was a venture-backed, corporate... View Details
      Keywords: Acquisition; Computer Hacking; Open-source; Corey Thomas; Rapid7; Exploit Testing; Mergers and Acquisitions; Cybersecurity; Computer Industry; North and Central America; Boston
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      Weiss, Mitchell, Paul Gompers, and Silpa Kovvali. "Rapid7." Harvard Business School Case 817-077, February 2017. (Revised May 2017.)
      • January 2017 (Revised March 2017)
      • Case

      IBM Transforming, 2012–2016: Ginni Rometty Steers Watson

      By: Rosabeth Moss Kanter and Jonathan Cohen
      To transform IBM for the next technology wave, Ginni Rometty, who became CEO in 2012, led divestment of declining businesses, made acquisitions in digital innovation and cloud computing, formed partnerships with former competitors such as Apple and tech startups, and... View Details
      Keywords: Digital; Technological Change; Artificial Intelligence; Data; IBM; Watson; Internet Of Things; Innovation and Invention; Management; Sales; Information Technology; Technological Innovation; Transformation; AI and Machine Learning
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      Kanter, Rosabeth Moss, and Jonathan Cohen. "IBM Transforming, 2012–2016: Ginni Rometty Steers Watson." Harvard Business School Case 317-046, January 2017. (Revised March 2017.)
      • January 2017 (Revised March 2021)
      • Case

      Fitbit

      By: Regina E. Herzlinger, Christine Snively and Sarah Mehta
      In 2019, Fitbit lost its leadership in the wearable sensor market to Apple and to cheaper alternatives.
      Why did it lose its market position?
      How will the proposed acquisition affect it and Google? View Details
      Keywords: Wearable Sensors; Smart Watches In Health Care; Google Acquisition; Health Care and Treatment; Information Technology; Acquisition
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      Herzlinger, Regina E., Christine Snively, and Sarah Mehta. "Fitbit." Harvard Business School Case 317-007, January 2017. (Revised March 2021.)
      • December 2016
      • Article

      Deal Process Design in Management Buyouts

      By: Guhan Subramanian
      Management buyouts (MBOs) are an economically and legally significant class of transaction: not only do they account for more than $10 billion in deal volume per year, on average, but they also play an important role in defining the relationship between inside and... View Details
      Keywords: Management Buyout; Deal Structuring; Acquisition; Design; Fairness
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      Subramanian, Guhan. "Deal Process Design in Management Buyouts." Harvard Law Review 130, no. 2 (December 2016): 590–658.
      • November 2016 (Revised December 2016)
      • Case

      Anthology: Pivoting the Business Model

      By: Shikhar Ghosh and Christopher Payton
      In July 2014, after 18 months and eight unsuccessful product launches, the CEO of Yabbly has agreed to sell his company to a larger, well-funded startup, providing a return of capital for his investors and a home for his team. Two weeks prior to the scheduled closing,... View Details
      Keywords: Mergers & Acquisitions; Business Model; Business Plan; Business Startups; Entrepreneurship; Innovation Strategy; Mobile and Wireless Technology; Internet and the Web; Mergers and Acquisitions; Business Exit or Shutdown; Fairness; Valuation; Technology Industry; Consumer Products Industry; North America; United States; Seattle
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      Ghosh, Shikhar, and Christopher Payton. "Anthology: Pivoting the Business Model." Harvard Business School Case 817-066, November 2016. (Revised December 2016.)
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