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      Information AcquisitionRemove Information Acquisition →

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      • August 2019
      • Case

      Walmart's Omnichannel Strategy: Revolution or Miscalculation?

      By: Ramon Casadesus-Masanell and Karen Elterman
      This case describes Walmart's omnichannel strategy in 2018 as it battled Amazon for online retail market share. The case discusses Walmart's early forays into online retail, as well as its 2018 strategy, which aimed to integrate Walmart's enormous brick and mortar... View Details
      Keywords: Acquisition; Strategy; Internet and the Web; Distribution; Distribution Channels; Competition; Retail Industry; Bentonville; Arkansas; New Jersey; Seattle; United States
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      Casadesus-Masanell, Ramon, and Karen Elterman. "Walmart's Omnichannel Strategy: Revolution or Miscalculation?" Harvard Business School Case 720-370, August 2019.
      • August 2019
      • Case

      Twiggle: E-commerce with Semantic Search

      By: Shane Greenstein and Danielle Golan
      Four years after being founded, in 2014, by former Google executives Amir Konigsberg (CEO) and Adi Avidor (CTO), Twiggle had developed a search enhancement that plugged into an online merchant’s existing framework. The company utilized advanced structuring and... View Details
      Keywords: Search Technology; Customer Acquisition; Internet and the Web; Technological Innovation; Commercialization; Growth and Development Strategy; E-commerce; Technology Industry; Israel
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      Greenstein, Shane, and Danielle Golan. "Twiggle: E-commerce with Semantic Search." Harvard Business School Case 620-025, August 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
      • 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.
      • 2019
      • Working Paper

      Government Technology Policy, Social Value, and National Competitiveness

      By: Frank Nagle
      This study seeks to better understand the impact that government technology procurement regulations have on social value and national competitiveness. To do this, it examines the impact of a change in France’s technology procurement policy that required government... View Details
      Keywords: Social Value; Competitiveness; Government Administration; Information Technology; Acquisition; Policy; Value
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      Nagle, Frank. "Government Technology Policy, Social Value, and National Competitiveness." Harvard Business School Working Paper, No. 19-103, March 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.
      • September 2018
      • Case

      Verisk: Trailblazing in the Big Data Jungle

      By: Andrew Wasynczuk, Francesca Gino and Karim Sameh
      This case revolves around Verisk Analytics' initiatives to drive innovation throughout the firm's many business verticals. Verisk, originally named ISO, started life as an insurance rating agency in the early 1970s, acting as an intermediary between insurance companies... View Details
      Keywords: Verisk; Argus; Wood Mackenzie; Insurance; Energy; Analytics; Data; Big Data; Acquisitions; Acquisition Strategy; Innovation; Organic Growth; Innovation Strategy; Innovation Leadership; Technological Innovation; Acquisition; Growth and Development Strategy; Analytics and Data Science; Insurance Industry; Energy Industry; Consulting Industry; United States; United Kingdom; New York (state, US); England
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      Wasynczuk, Andrew, Francesca Gino, and Karim Sameh. "Verisk: Trailblazing in the Big Data Jungle." Harvard Business School Case 919-014, September 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.
      • March 2018
      • Teaching Note

      Augmedix

      By: Frank V. Cespedes
      Teaching Note for HBS No. 817-048. Augmedix provides a service that live-streams video of patient appointments to a remote scribe, freeing up significant physician time from electronic medical record data-entry tasks. The venture is confronting decisions in areas such... View Details
      Keywords: Entrepreneurship; Sales; Management; Marketing Strategy; Growth and Development Strategy; Technology Adoption; Customers; Segmentation; Health Industry; Technology Industry; United States
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      Cespedes, Frank V. "Augmedix." Harvard Business School Teaching Note 818-117, March 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.)
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