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      • May 2017 (Revised March 2018)
      • Case

      Predicting Consumer Tastes with Big Data at Gap

      By: Ayelet Israeli and Jill Avery
      CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details
      Keywords: Retailing; Preference Elicitation; Big Data; Predictive Analytics; Artificial Intelligence; Fashion; Marketing; Marketing Strategy; Marketing Channels; Brands and Branding; Consumer Behavior; Demand and Consumers; Analytics and Data Science; Forecasting and Prediction; E-commerce; Apparel and Accessories Industry; Consumer Products Industry; Fashion Industry; Retail Industry; United States; Canada; North America
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      Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Case 517-115, May 2017. (Revised March 2018.)
      • Article

      Gains from Foreign Direct Investment: Macro and Micro Approaches

      By: Laura Alfaro
      This paper discussed the importance of an “integrated approach” to the study of the effects of FDI on host countries. Macro-level work that examines countries at different stages of development and institutional capacity is needed to surface the role of local... View Details
      Keywords: Spillovers; Complementarities; Mechanism; Foreign Direct Investment; Economic Growth
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      Alfaro, Laura. "Gains from Foreign Direct Investment: Macro and Micro Approaches." World Bank Economic Review 30, Suppl. 1 (March 2017): S2–S15. (World Bank’s ABCDE Conference Keynote Presentation. Published early online March 23, 2016.)
      • February 2017
      • Teaching Note

      The Tate's Digital Transformation

      By: Jill Avery
      John Stack was the visionary Head of Digital Transformation at the Tate, a collection of four major art galleries in the UK, including Tate Modern, the most visited gallery devoted to modern and contemporary art in the world. Stack was the architect of the Tate’s... View Details
      Keywords: Digital; Ecommerce; Experience; Customer Experience; Customer Relationship Management; Channel Management; Museums; Arts Marketing; Nonprofit; Marketing; Marketing Channels; Marketing Strategy; Customer Focus and Relationships; Digital Marketing; Digital Strategy; Social Media; E-commerce; Entertainment and Recreation Industry; Fine Arts Industry; England; United Kingdom; Europe
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      Avery, Jill. "The Tate's Digital Transformation." Harvard Business School Teaching Note 517-098, February 2017.
      • January 2017
      • Case

      Flatiron School

      By: Thomas Eisenmann and Halah AlQahtani
      In late 2016, the founders of Flatiron School, a startup offering 12-week coding bootcamps, are formulating their growth strategy. Their new online-only program has matched the excellent job placement results for their in-person bootcamps. Should Flatiron shift... View Details
      Keywords: Scaling Start-ups; Growth Strategy; Entrepreneurship; Distribution Channels; Growth and Development Strategy; Internet and the Web; Business Startups; Diversification; Expansion; Education Industry; United States
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      Eisenmann, Thomas, and Halah AlQahtani. "Flatiron School." Harvard Business School Case 817-114, January 2017.
      • January 2017 (Revised April 2019)
      • Case

      The Olmos Project: Value Creation and Value Capture

      By: John Macomber, Fernanda Miguel, Laura Urdapilleta and Valeria Moy
      Private investment in public infrastructure can be encouraged when there are multiple avenues to capture and to share the value created by such a project. Gains in the market value of land adjacent to projects are not customarily channeled back into defraying the... View Details
      Keywords: Value Capture; Infrastructure; Decision Making; Agribusiness; Value Creation; South America; Peru
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      Macomber, John, Fernanda Miguel, Laura Urdapilleta, and Valeria Moy. "The Olmos Project: Value Creation and Value Capture." Harvard Business School Case 217-052, January 2017. (Revised April 2019.)
      • December 2016
      • Article

      The Effect of File Sharing on Record Sales, Revisited

      By: Felix Oberholzer-Gee and Koleman Strumpf
      Even as we approach the twentieth anniversary of widespread file sharing, its impact on the sale of copyrighted material remains in dispute. We contributed to this debate with an early study, “The Effect of File Sharing on Record Sales: An Empirical Analysis,” that was... View Details
      Keywords: Crime and Corruption; Copyright; Sales; Retail Industry; Music Industry
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      Oberholzer-Gee, Felix, and Koleman Strumpf. "The Effect of File Sharing on Record Sales, Revisited." Information Economics and Policy 37 (December 2016): 61–66.
      • November 2016 (Revised April 2018)
      • Case

      reMarkable: e-Writing the Future

      By: Elie Ofek and Curtis Hsu
      Magnus Wanberg is the creator of reMarkable, a breakthrough e-writer device set apart from similar products on the market by having solved the frustrating “slow ink” problem typically experienced on pen-based electronic devices, thus providing a “pen and paper” like... View Details
      Keywords: Entrepreneurial Marketing; Innovation Management; Go To Market Strategy; Marketing Plan; Target Market; Digital Devices; Consumer Electronics; Forecasting; Information Technology; Marketing Strategy; Innovation and Management; Marketing Channels; Entrepreneurship; Forecasting and Prediction; Product Marketing; Product Development; Electronics Industry
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      Ofek, Elie, and Curtis Hsu. "reMarkable: e-Writing the Future." Harvard Business School Case 517-018, November 2016. (Revised April 2018.)
      • October 2016 (Revised April 2018)
      • Case

      ASICS: Chasing a 2020 Vision

      By: Elie Ofek, Nobuo Sato and Akiko Kanno
      In early 2016, Motoi Oyama, president and CEO of ASICS, a major sports apparel and footwear manufacturer based in Japan, lays out his company’s growth plan for the upcoming 5 years. The new plan set ambitious goals in terms of revenue and profit increases. At the heart... View Details
      Keywords: Brand Management; Sports Apparel; Competitive Positioning; Direct To Consumer Marketing; Retail Formats; Lifestyle Brands; Information Technology; Competition; Brands and Branding; Organizational Change and Adaptation; Digital Platforms; Product Positioning; Marketing Channels; Sports; Retail Industry; Apparel and Accessories Industry; Sports Industry; Entertainment and Recreation Industry
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      Ofek, Elie, Nobuo Sato, and Akiko Kanno. "ASICS: Chasing a 2020 Vision." Harvard Business School Case 517-060, October 2016. (Revised April 2018.)
      • October 2016 (Revised October 2020)
      • Case

      Essent: From a State-Owned Utility to a Commercial Company

      By: Ananth Raman and Elena Corsi
      Patrick Lammers, Chief Commercial Officer (CCO) for the Dutch energy company Essent NV, once a state-owned company, was pleased with the progress Essent’s consumer (“B2C”) business had made: Earnings Before Income Tax (EBIT) for B2C had gone from a loss of €18 million... View Details
      Keywords: Lean Management; Operation Management; Service Management; Commercialization; Operations; Management; Energy; Organizational Change and Adaptation; Service Operations; Performance; Energy Industry; Europe
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      Raman, Ananth, and Elena Corsi. "Essent: From a State-Owned Utility to a Commercial Company." Harvard Business School Case 617-026, October 2016. (Revised October 2020.)
      • October 2016 (Revised February 2020)
      • Case

      Dwayne 'The Rock' Johnson

      By: Anita Elberse
      In June 2016, Dwayne ‘The Rock’ Johnson is planning for the upcoming launch of an endeavor that is a first for a Hollywood actor with superstar status—a digital channel. The channel (named “Seven Bucks Digital Studios”) will be a new part of film and television... View Details
      Keywords: Entertainment; Film; Motion Picutres; Superstar; Innovation; Creative Industries; Talent; General Management; Celebrities; Management; Information Technology; Strategy; Talent and Talent Management; Creativity; Marketing; Personal Development and Career; Film Entertainment; Innovation and Invention; Digital Strategy; Entertainment and Recreation Industry; Motion Pictures and Video Industry
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      Elberse, Anita. "Dwayne 'The Rock' Johnson." Harvard Business School Case 517-059, October 2016. (Revised February 2020.)
      • September 2016 (Revised November 2017)
      • Case

      Casper Sleep Inc.: Marketing the 'One Perfect Mattress for Everyone'

      By: Robert J. Dolan
      “A Warby Parker of mattresses? Somebody is going to do it. Why not us?” This was the topic of a conversation begun in spring 2013 among Gabe Flateman, Philip Krim, Neil Parikh, and T. Luke Sherwin. The four met as members of a New York City venture accelerator... View Details
      Keywords: Mattress; Sleep; Marketing; Business Model; Marketing Channels; Adoption; Sales; Consumer Products Industry
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      Dolan, Robert J. "Casper Sleep Inc.: Marketing the 'One Perfect Mattress for Everyone'." Harvard Business School Case 517-042, September 2016. (Revised November 2017.)
      • August 2016 (Revised November 2019)
      • Supplement

      eSig: Growth Analysis

      By: Mark N. Roberge and Thomas R. Eisenmann
      eSig, an early-stage startup, offers an electronic signature application as a "freemium" product, i.e., users can upgrade from a free basic version to a premium version by paying a subscription fee. Using 9 months of data from 50,000 user activations, available as a... View Details
      Keywords: Esignature; Computer Software; Entrepreneurship; Business Startups; Management; Marketing Channels; Applications and Software; Computer Industry; United States
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      Roberge, Mark N., and Thomas R. Eisenmann. "eSig: Growth Analysis." Harvard Business School Spreadsheet Supplement 817-701, August 2016. (Revised November 2019.)
      • August 2016 (Revised November 2019)
      • Case

      eSig: Growth Analysis

      By: Mark Roberge and Tom Eisenmann
      eSig, an early-stage startup, offers an electronic signature application as a "freemium" product, i.e., users can upgrade from a free basic version to a premium version by paying a subscription fee. Using 9 months of data from 50,000 user activations (available as a... View Details
      Keywords: Esignature; Computer Software; Business or Company Management; Marketing Channels; Applications and Software; Business Startups; Computer Industry
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      Roberge, Mark, and Tom Eisenmann. "eSig: Growth Analysis." Harvard Business School Case 817-009, August 2016. (Revised November 2019.)
      • July 2016 (Revised October 2016)
      • Case

      Entrepreneurial Sales and Marketing Vignettes

      By: Mark Roberge and Frank Cespedes
      Which sales candidate is a startup’s ideal first hire? What marketing channels are best to invest in? How aggressively should an executive team align sales with customer success? Early stage founders, sales leaders, and marketing executives often face one, and... View Details
      Keywords: Entrepreneurial Marketing; Entrepreneurial Sales; Business Startups; Talent; Talent Management; Growth Management; Marketing Communications; Social Marketing; Salesforce Management; Pricing; Sales; Marketing
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      Roberge, Mark, and Frank Cespedes. "Entrepreneurial Sales and Marketing Vignettes." Harvard Business School Case 817-010, July 2016. (Revised October 2016.)
      • July–August 2016
      • Article

      Minimum Advertised Pricing: Patterns of Violation in Competitive Retail Markets

      By: Ayelet Israeli, Eric Anderson and Anne Coughlan
      Manufacturers in many industries frequently use vertical price policies, such as minimum advertised price (MAP), to influence prices set by downstream retailers. Although manufacturers expect retail partners to comply with MAP policies, violations of MAP are common in... View Details
      Keywords: Pricing Policies; Pricing; Channel Management; Legal Aspects Of Business; Price; Governance Compliance; Marketing Channels; Retail Industry
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      Israeli, Ayelet, Eric Anderson, and Anne Coughlan. "Minimum Advertised Pricing: Patterns of Violation in Competitive Retail Markets." Marketing Science 35, no. 4 (July–August 2016): 539–564. (Lead article.)
      • July 2016
      • Article

      Taxation, Corruption, and Growth

      By: Philippe Aghion, Ufuk Akcigit, Julia Cagé and William R. Kerr
      We build an endogenous growth model to analyze the relationships between taxation, corruption, and economic growth. Entrepreneurs lie at the center of the model and face disincentive effects from taxation but acquire positive benefits from public infrastructure.... View Details
      Keywords: Endogenous Growth; Public Goods; Corruption; Crime and Corruption; Entrepreneurship; Taxation; Economic Growth
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      Aghion, Philippe, Ufuk Akcigit, Julia Cagé, and William R. Kerr. "Taxation, Corruption, and Growth." Special Issue on The Economics of Entrepreneurship. European Economic Review 86 (July 2016): 24–51.
      • June 2016
      • Teaching Note

      Relating to Peapod

      By: Jill Avery and Susan Fournier
      This case concerns the topics of relationship marketing, customer acquisition and retention, brand loyalty, service failure and recovery, new product introduction, and the use of consumer ethnography to study consumer behavior. Specifically, the case explores the... View Details
      Keywords: Brand Management; Customer Relationship Management; CRM; Customer Behavior; Consumer Behavior; Retailing; Marketing; Marketing Strategy; Brands and Branding; Marketing Channels; E-commerce; Retail Industry; United States
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      Avery, Jill, and Susan Fournier. "Relating to Peapod." Harvard Business School Teaching Note 316-175, June 2016.
      • April 2016
      • Teaching Note

      Whither the Weather (Company): Forecasting 2016

      By: Rosabeth Moss Kanter and Jonathan Cohen
      This Note was created for the purpose of aiding classroom instructors in the use of the Harvard Business School case, "Whither the Weather (Company): Forecasting 2016." As chairman and CEO, David Kenny guided the Weather Company's transformation from a cable television... View Details
      Keywords: Weather Company; IBM; Digital; Technology; David Kenny; Television; Weather Channel; Legacy Business; Mainstream; Newstream; Reorganization; Acquisitions; Transformation; Information Technology; Television Entertainment; Acquisition; Consolidation; Change; Leadership
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      Kanter, Rosabeth Moss, and Jonathan Cohen. "Whither the Weather (Company): Forecasting 2016." Harvard Business School Teaching Note 316-161, April 2016.
      • 2017
      • Working Paper

      Economic Uncertainty and Earnings Management

      By: Luke C.D. Stein and Charles C.Y. Wang
      In the presence of managerial short-termism and asymmetric information about skill and effort provision, firms may opportunistically shift earnings from uncertain to more certain times. We document empirically that when financial markets are less certain about a firm's... View Details
      Keywords: Discretionary Accruals; Uncertainty; Implied Volatility; Earnings Response Coefficient; Risk and Uncertainty; Earnings Management; Financial Markets
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      Stein, Luke C.D., and Charles C.Y. Wang. "Economic Uncertainty and Earnings Management." Harvard Business School Working Paper, No. 16-103, March 2016. (Revised April 2017.)
      • March 2016 (Revised March 2022)
      • Teaching Note

      Express Scripts: Promoting Prescription Drug Home Delivery (A) and (B)

      By: John Beshears
      The pharmacy benefit manager (PBM) sector processes prescription drug claims on behalf of companies that offer a prescription drug benefit to their employees. The case associated with this teaching note follows Bob Nease, chief scientist at Express Scripts, as he... View Details
      Keywords: Pharmaceuticals; Prescription Drugs; Pharmacy Benefit Manager; PBM; Healthcare; Behavioral Economics; Choice Architecture; Active Choice; Service Delivery; Decision Choices and Conditions; Consumer Behavior; Distribution Channels; Health Care and Treatment; Service Industry; Pharmaceutical Industry
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      Beshears, John. "Express Scripts: Promoting Prescription Drug Home Delivery (A) and (B)." Harvard Business School Teaching Note 916-047, March 2016. (Revised March 2022.)
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