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      • 2021
      • Working Paper

      Time and the Value of Data

      By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

      Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details

      Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value
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      Valavi, Ehsan, Joel Hestness, Newsha Ardalani, and Marco Iansiti. "Time and the Value of Data." Harvard Business School Working Paper, No. 21-016, August 2020. (Revised November 2021.)
      • August 2020 (Revised March 2021)
      • Case

      Migros Turkey: Scaling Online Operations (A)

      By: Antonio Moreno and Gamze Yucaoglu
      The case opens in November 2019 as Ozgur Tort and Mustafa Bartin, CEO and chief large-format and online retail officer of Migros Ticaret A.S. (Migros), Turkey’s oldest and one of its largest supermarket chains, are contemplating what the best fulfillment format and... View Details
      Keywords: Retail; Grocery; Business Model; Emerging Markets; For-Profit Firms; Strategy; Digital Platforms; Information Technology; Technology Adoption; Value Creation; Globalization; Competition; Expansion; Logistics; Profit; Resource Allocation; Corporate Strategy; Turkey
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      Moreno, Antonio, and Gamze Yucaoglu. "Migros Turkey: Scaling Online Operations (A)." Harvard Business School Case 621-026, August 2020. (Revised March 2021.)
      • August 2020 (Revised December 2020)
      • Case

      Satrix: Competing in the Passive Asset Management Industry in South Africa

      By: Mark Egan, Pippa Tubman Armerding and Dilyana Karadzhova Botha
      In late 2017, Satrix, one of the largest passive asset management firms in South Africa and a pioneer in the industry since 2000, had to decide its strategy going forward in a market where passive asset management had become increasingly commoditized and... View Details
      Keywords: Asset Management; Investment Funds; Competition; Competitive Strategy; Financial Services Industry; South Africa; Africa
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      Egan, Mark, Pippa Tubman Armerding, and Dilyana Karadzhova Botha. "Satrix: Competing in the Passive Asset Management Industry in South Africa." Harvard Business School Case 221-020, August 2020. (Revised December 2020.)
      • August 2020
      • Supplement

      Mary Guerrero and the Advancement of Latinx Talent: Developing an Employee Resource Group at a Top Tier Bank (B)

      By: Rosabeth Moss Kanter and Amy Hernandez Turcios
      Mary Guerrero decided to pursue the challenging road and kicked off Hispanic/Latinx Advancement and Career Engagement (HACE) at her Bulge Bracket Bank (BBB). For Mary, her larger purpose was to advance Latinx talent in the U.S. because she believed it was important for... View Details
      Keywords: Latin America; Career; Engagement; Bank; Inclusion; Scale; Latinx; Talent and Talent Management; Diversity; Ethnicity; Leadership; Personal Development and Career; Leadership Development; Banks and Banking
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      Kanter, Rosabeth Moss, and Amy Hernandez Turcios. "Mary Guerrero and the Advancement of Latinx Talent: Developing an Employee Resource Group at a Top Tier Bank (B)." Harvard Business School Supplement 321-018, August 2020.
      • August 2020
      • Article

      Strategies for Managing the Privacy Landscape

      By: Ramon Casadesus-Masanell and Andres Hervas-Drane
      Firms use consumer personal information to improve their products and services. Personal information is open to misuse, however, and when exploited for undesired or unexpected purposes reduces consumer’s trust in the firm and their willingness to provide personal... View Details
      Keywords: Consumer Privacy; Privacy Threats; Strategy Framework; Strategy Interactions; Customers; Information; Management; Strategy; Technology Industry
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      Casadesus-Masanell, Ramon, and Andres Hervas-Drane. "Strategies for Managing the Privacy Landscape." Long Range Planning 53, no. 4 (August 2020).
      • August 2020
      • Article

      Workplace Knowledge Flows

      By: Jason Sandvik, Richard Saouma, Nathan Seegert and Christopher Stanton
      We conducted a field experiment in a sales firm to test whether improving knowledge flows between coworkers affects productivity. Our design allows us to compare different management practices and to isolate whether frictions to knowledge transmission primarily reside... View Details
      Keywords: Knowledge Sharing; Interpersonal Communication; Employees; Performance Productivity; Sales; Motivation and Incentives
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      Sandvik, Jason, Richard Saouma, Nathan Seegert, and Christopher Stanton. "Workplace Knowledge Flows." Quarterly Journal of Economics 135, no. 3 (August 2020): 1635–1680.
      • July 2020
      • Technical Note

      Digital Natives Growing Without a Sales Force

      By: Das Narayandas, Michael Norris and Amram Migdal
      This brief case describes the rise of so-called digital natives (also called born-in-digital) in the 2000s and 2010s that successfully grew without a sales force. The case highlights the emergence of business-to-business Internet and cloud-based companies and their... View Details
      Keywords: Government Administration; Crisis Management; Health; Health Pandemics; Innovation and Invention; Innovation Leadership; Innovation Strategy; Technological Innovation; Social Issues; Information Technology; Mobile and Wireless Technology; Applications and Software; Technology Adoption; Information Technology Industry; Australia; North and Central America; United States; Illinois; Chicago; California; San Francisco
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      Narayandas, Das, Michael Norris, and Amram Migdal. "Digital Natives Growing Without a Sales Force." Harvard Business School Technical Note 521-019, July 2020.
      • July 2020 (Revised March 2021)
      • Case

      Board Diversity at Amazon (A)

      By: Aiyesha Dey and Anu Atluru
      The case revolves around the decisions that the board of directors of ecommerce giant Amazon would need to make in response to the controversial letter that activist shareholder CtW investment group sent to Amazon’s shareholders, urging them to vote in favor of a... View Details
      Keywords: Board Of Directors; Boards; Governing and Advisory Boards; Diversity; Gender; Race; United States
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      Dey, Aiyesha, and Anu Atluru. "Board Diversity at Amazon (A)." Harvard Business School Case 121-012, July 2020. (Revised March 2021.)
      • July 2020 (Revised November 2020)
      • Case

      Gera Developments: Leadership at a Crossroads

      By: Christina R. Wing and John Masko
      For decades, Gera Developments (Gera) was a boutique family-owned real estate development firm in Pune, India. But since 2000, managing director Rohit Gera had turned the company into a dynamic innovator in housing solutions for urban Indian families. Over the 2010s,... View Details
      Keywords: Buildings and Facilities; Business Growth and Maturation; Construction; Geographic Location; Global Strategy; Globalized Firms and Management; Housing; Leadership Style; Management Succession; Organizational Change and Adaptation; Organizational Culture; Family Ownership; Family and Family Relationships; Urban Development; Customization and Personalization; Real Estate Industry; Maharashtra; India; United States
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      Wing, Christina R., and John Masko. "Gera Developments: Leadership at a Crossroads." Harvard Business School Case 621-018, July 2020. (Revised November 2020.)
      • June 2020
      • Background Note

      Customer Management Dynamics and Cohort Analysis

      By: Elie Ofek, Barak Libai and Eitan Muller
      The digital revolution has allowed companies to amass considerable amounts of data on their customers. Using this information to generate actionable insights is fast becoming a critical skill that firms must master if they wish to effectively compete and win in today’s... View Details
      Keywords: Cohort Analysis; Customers; Analytics and Data Science; Segmentation; Analysis; Customer Value and Value Chain
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      Ofek, Elie, Barak Libai, and Eitan Muller. "Customer Management Dynamics and Cohort Analysis." Harvard Business School Background Note 520-122, June 2020.
      • June 2020
      • Article

      Lazy Prices

      By: Lauren Cohen, Christopher J. Malloy and Quoc Nguyen
      We explore the implications of a subtle "default" choice that firms make in their regular reporting practices, namely that firms typically repeat what they most recently reported. Using the complete history of regular quarterly and annual filings by U.S. corporations... View Details
      Keywords: Default Behavior; Inertia; Firms; Disclosure; Information; Business or Company Management; Behavior; Annual Reports; Corporate Disclosure; Financial Reporting; United States
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      Cohen, Lauren, Christopher J. Malloy, and Quoc Nguyen. "Lazy Prices." Journal of Finance 75, no. 3 (June 2020): 1371–1415. (Winner of the First Prize, Chicago Quantitative Alliance Academic Paper Competition, 2016. Winner of the Jack Treynor Prize for superior work in the field of investment management and financial markets, sponsored by the Q-Group,The Institute for Quantitative Research in Finance, 2016. Winner of the Hillcrest Behavioral Finance Prize, 2016.)
      • 2020
      • Working Paper

      Iterative Coordination and Innovation

      By: Sourobh Ghosh and Andy Wu
      Agile management practices from the software industry continue to transform the way organizations innovate across industries, yet they remain understudied in the organizations literature. We investigate the widespread Agile practice of iterative coordination: frequent... View Details
      Keywords: Innovation; Goals; Specialization; Coordination; Field Experiment; Software Development; Organizations; Collaborative Innovation and Invention; Goals and Objectives; Integration; Software
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      Ghosh, Sourobh, and Andy Wu. "Iterative Coordination and Innovation." Harvard Business School Working Paper, No. 20-121, January 2020.
      • May 2020
      • Case

      M-Lab: Enabling Innovation at Mitsubishi Corporation

      By: Krishna Palepu and Allison M. Ciechanover
      M-Lab’s founding goals were to infuse an innovation mindset into Mitsubishi Corporation; to catalyze new business opportunities; and to enable a dialogue between Japanese business and Silicon Valley. M-Lab housed representatives from each of Mitsubishi Corporation’s... View Details
      Keywords: Business Ventures; Disruption; Transformation; Corporate Entrepreneurship; Multinational Firms and Management; Innovation and Management; Innovation Strategy; Organizational Change and Adaptation; Japan; United States
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      Palepu, Krishna, and Allison M. Ciechanover. "M-Lab: Enabling Innovation at Mitsubishi Corporation." Harvard Business School Case 120-061, May 2020.
      • May 2020 (Revised July 2020)
      • Case

      MassChallenge

      By: Rembrand Koning, Andy Wu, Nataliya Langburd Wright and Tarun Khanna
      The case explores the strategic decision of global non-profit startup accelerator MassChallenge on whether to pursue a for-profit spinoff, discussing: (1) the costs and benefits of this decision, (2) how best to manage the risks of the decision, and (3) alternative... View Details
      Keywords: Accelerators; Nonprofit Organizations; Business Startups; Business Model; For-Profit Firms; Cost vs Benefits; Risk Management; Decision Making; Strategy
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      Koning, Rembrand, Andy Wu, Nataliya Langburd Wright, and Tarun Khanna. "MassChallenge." Harvard Business School Case 720-469, May 2020. (Revised July 2020.)
      • 2020
      • Article

      Public Sentiment and the Price of Corporate Sustainability

      By: George Serafeim
      Combining corporate sustainability performance scores based on environmental, social, and governance (ESG) data with big data measuring public sentiment about a company’s sustainability performance, I find that the valuation premium paid for companies with strong... View Details
      Keywords: Sustainability; ESG; ESG (Environmental, Social, Governance) Performance; Investment Management; Investment Strategy; Big Data; Machine Learning; Environment; Environmental Sustainability; Corporate Governance; Performance; Asset Pricing; Investment; Management; Strategy; Human Capital; Public Opinion; Value; Analytics and Data Science
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      Serafeim, George. "Public Sentiment and the Price of Corporate Sustainability." Financial Analysts Journal 76, no. 2 (2020): 26–46.
      • May 2020
      • Article

      Tackling Climate Change Requires Organizational Purpose

      By: Rebecca Henderson and George Serafeim
      Unchecked climate change presents a profound threat to economic growth and political stability but despite widespread public concern about the issue, global emissions of greenhouse gases have not declined. Indeed current “business as usual” predictions imply that... View Details
      Keywords: Corporate Purpose; Purpose; Sustainability; Environment; Climate Change; Organizations; Mission and Purpose; Environmental Sustainability; Strategy; Leadership
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      Henderson, Rebecca, and George Serafeim. "Tackling Climate Change Requires Organizational Purpose." AEA Papers and Proceedings 110 (May 2020): 177–180.
      • April 2020
      • Teaching Note

      Cambridge Franchise Partners

      By: Richard S. Ruback, Royce Yudkoff and Ahron Rosenfeld
      Teaching Note for HBS No. 217-082. Cambridge Franchise Partners (CFP) was established by Matt Perelman and Alex Sloane (both HBS ’15) to pursue a roll-up strategy in the quick service restaurant (QSR) sector. Burger King (BK) approved CFP’s request to become a... View Details
      Keywords: Roll-up; Franchise; Franchise Management; Small Firms Management; Franchise Ownership; Small Business; Management; Acquisition
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      Ruback, Richard S., Royce Yudkoff, and Ahron Rosenfeld. "Cambridge Franchise Partners." Harvard Business School Teaching Note 220-082, April 2020.
      • April 2020
      • Supplement

      Cisco Systems and OpenDNS: Strategic Integration (B)

      By: Andy Wu 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, and David Wang. "Cisco Systems and OpenDNS: Strategic Integration (B)." Harvard Business School Supplement 720-466, April 2020.
      • April 2020 (Revised July 2020)
      • Case

      Amazon in China and India

      By: Krishna G. Palepu and Kairavi Dey
      Amazon has been unsuccessful in its efforts to develop a business in China. Even though Amazon was an early entrant into China’s e-commerce space, its domestic rivals, especially Alibaba, created innovative business models uniquely suited for the conditions in China. ... View Details
      Keywords: Global Strategy; Multinational Firms and Management; Emerging Markets; Business Strategy; Expansion; Business Model; Retail Industry; China; India; United States
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      Palepu, Krishna G., and Kairavi Dey. "Amazon in China and India." Harvard Business School Case 120-111, April 2020. (Revised July 2020.)
      • April 2020 (Revised June 2020)
      • Case

      Oriental Land Co., Ltd.—Tokyo Disney Resort

      By: Ramon Casadesus-Masanell and Akiko Kanno
      This case describes the history of Oriental Land Co. Ltd.’s (OLC's) Tokyo Disney Resort (TDR), its operations, the extent of vertical integration, and the challenges it faced in 2018 as OLC's chairman and CEO, Toshio Kagami, contemplated how best to deal with... View Details
      Keywords: Strategy For Multi-business Firm; Business Models; Growth; Theme Parks; Disney; Disney Parks; Licensing; Royalties; Two-part Tariffs; Oriental Land Co.; Tokyo Disneyland; Tokyo DisneySea; Tokyo Disney Resort; Tokyo Disney; Growth Strategy; Hotels; Hotel Industry; Partnership; Development; Attractions; Rides; Urayasu; Kagami; Congestion; Pricing; Amusement Parks; Amusement Park Industry; Brand; Branding; History; OLC; Corporate Strategy; Competitive Strategy; Business History; Price; Retention; Growth and Development; Growth and Development Strategy; Brands and Branding; Agreements and Arrangements; Contracts; Operations; Vertical Integration; Problems and Challenges; Partners and Partnerships; Business Strategy; Expansion; Rail Transportation; Transportation Networks; Entertainment and Recreation Industry; Entertainment and Recreation Industry; Entertainment and Recreation Industry; Asia; Japan; Tokyo; United States
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      Casadesus-Masanell, Ramon, and Akiko Kanno. "Oriental Land Co., Ltd.—Tokyo Disney Resort." Harvard Business School Case 720-460, April 2020. (Revised June 2020.)
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