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      • August 2018 (Revised October 2020)
      • Case

      Tailor Brands: Artificial Intelligence-Driven Branding

      By: Jill Avery
      Using proprietary artificial intelligence technology, startup Tailor Brands set out to democratize branding by allowing small businesses to create their brand identities by automatically generating logos in just minutes at minimal cost with no branding or design skills... View Details
      Keywords: Startup; Services; Artificial Intelligence; Machine Learning; Digital Marketing; Brand Management; Big Data; Internet Marketing; Analytics; Marketing; Marketing Strategy; Brands and Branding; Information Technology; Entrepreneurship; Venture Capital; Business Model; Consumer Behavior; AI and Machine Learning; Analytics and Data Science; Advertising Industry; Service Industry; Technology Industry; United States; North America; Israel
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      Avery, Jill. "Tailor Brands: Artificial Intelligence-Driven Branding." Harvard Business School Case 519-017, August 2018. (Revised October 2020.)
      • August 2018
      • Article

      Growth Through Heterogeneous Innovations

      By: Ufuk Akcigit and William R. Kerr
      We build a tractable growth model where multi-product incumbents invest in internal innovations to improve their existing products, while new entrants and incumbents invest in external innovations to acquire new product lines. External and internal innovations generate... View Details
      Keywords: Endogenous Growth; Innovation; Citations; Scientists; Entrepreneurs; External; Internal; Patents; Innovation Strategy; Entrepreneurship; Economic Growth; Research and Development; Science
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      Akcigit, Ufuk, and William R. Kerr. "Growth Through Heterogeneous Innovations." Journal of Political Economy 126, no. 4 (August 2018): 1374–1443.
      • 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.)
      • 2018
      • Chapter

      Work and Workplace

      By: Kai Ruggeri, Jana Berkessel, Jascha Achterberg, Gerhard M. Prinz, Alessandra Luna-Navarro, Jon M. Jachimowicz and A. V. Whillans
      Work is a major part of many lives. While individual experiences with work will differ—from how long we work to what jobs we have and to what extent we enjoy them—almost everyone is affected by employment, whether they have a job or not. Decades of research in the... View Details
      Keywords: Workplace; Behavioral Insights; Retirement Savings; Working Conditions; Employees; Performance; Happiness; Health; Job Search; Change
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      Ruggeri, Kai, Jana Berkessel, Jascha Achterberg, Gerhard M. Prinz, Alessandra Luna-Navarro, Jon M. Jachimowicz, and A. V. Whillans. "Work and Workplace." Chap. 9 in Behavioral Insights for Public Policy: Concepts and Cases, edited by Kai Ruggeri, 156–173. New York: Routledge, 2018.
      • July 2018 (Revised August 2018)
      • Case

      Project Helios: Harvesting the Sun

      By: Mark Egan and E. Scott Mayfield
      Aware of the impact that modern society was having on the environment, Ashley Telkes had always tried to be cognizant of her own impact on the environment and to take reasonable steps to mitigate her own effects. Having already implemented a number of passive measures... View Details
      Keywords: Renewable Energy; Personal Finance; Decision Making; Environmental Sustainability
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      Egan, Mark, and E. Scott Mayfield. "Project Helios: Harvesting the Sun." Harvard Business School Case 219-009, July 2018. (Revised August 2018.)
      • 2018
      • Book

      Food Citizenship: Food System Advocates in an Era of Distrust

      By: Ray A. Goldberg
      The global food system is the largest segment of the world's economy. As agribusiness-studies pioneer Ray Goldberg suggests, it is also the largest health system on the planet. And it is changing fast. Its size and importance to human, environmental, and economic... View Details
      Keywords: Food; System; Global Range; Health; Environmental Sustainability; Development Economics; Partners and Partnerships; Public Opinion; Agriculture and Agribusiness Industry; Food and Beverage Industry
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      Goldberg, Ray A. Food Citizenship: Food System Advocates in an Era of Distrust. New York: Oxford University Press, 2018.
      • July 2018
      • Article

      Reimagining Health Data Exchange: An Application Programming Interface-Enabled Roadmap for India

      By: Satchit Balsari, Alexander Fortenko MD, MPH, Joaquin A. Blaya PhD, Adrian Gropper MD, Malavika Jayaram LLM, Rahul Matthan LLM, Ram Sahasranam, Mark Shankar MD, Suptendra N. Sarbadhikari PhD, Barbara Bierer, Kenneth D. Mandl MD, Sanjay Mehendale MD, MPH and Tarun Khanna
      In February 2018, the Government of India announced a massive public health insurance scheme extending coverage to 500 million citizens, in effect making it the world’s largest insurance program. To meet this target, the government will rely on technology to... View Details
      Keywords: Health Information Exchange; India; Health APIs; Health Care and Treatment; Information; Analytics and Data Science; Information Technology; Health Industry; India
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      Balsari, Satchit, Alexander Fortenko MD, MPH, Joaquin A. Blaya PhD, Adrian Gropper MD, Malavika Jayaram LLM, Rahul Matthan LLM, Ram Sahasranam, Mark Shankar MD, Suptendra N. Sarbadhikari PhD, Barbara Bierer, Kenneth D. Mandl MD, Sanjay Mehendale MD, MPH, and Tarun Khanna. "Reimagining Health Data Exchange: An Application Programming Interface-Enabled Roadmap for India." Journal of Medical Internet Research 20, no. 7 (July 2018).
      • June 2018
      • Case

      Candor at Clever

      By: Ethan Bernstein and Om Lala
      Clever, a high-growth EdTech company based in San Francisco, had grown quickly in market share and headcount. As with many high-growth companies, however, early employees (many of whom had never managed people before) had been given the opportunity to manage teams, and... View Details
      Keywords: Performance Feedback; Talent Development And Retention; Talent Management; Feedback; Difficult Conversations; Radical Candor; Scaling Start-ups; Scaling And Growth; Developing Effective Managers; Effective Managers; First-time Managers; Kim Scott; Clever; Bay Area; Silicon Valley; Interpersonal Communication; Talent and Talent Management; Human Resources; Leadership Development; Management Practices and Processes; Management Skills; Management Style; Organizations; Organizational Culture; Performance Evaluation; Conflict and Resolution; Technology Industry; Education Industry; San Francisco; United States
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      Bernstein, Ethan, and Om Lala. "Candor at Clever." Harvard Business School Case 418-087, June 2018.
      • June 2018 (Revised January 2019)
      • Background Note

      Visualizing Data & Effective Communication

      By: Srikant M. Datar and Caitlin N. Bowler
      This note explores three specific ways an analyst can use visualization. Section 1 considers visualization to explore data. Section 2 discusses visualization as a tool for developing a deeper understanding of trends and phenomena encoded in the data. Section 3... View Details
      Keywords: Data Visualization; Graphical Guidelines; Charts; Analytics and Data Science; Communication
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      Datar, Srikant M., and Caitlin N. Bowler. "Visualizing Data & Effective Communication." Harvard Business School Background Note 118-114, June 2018. (Revised January 2019.)
      • Summer 2018
      • Article

      CSR Needs CPR: Corporate Sustainability and Politics

      By: Thomas Lyon, Magali A. Delmas, John W. Maxwell, Pratima Bansal, Mireille Chiroleu-Assouline, Patricia Crifo, Rodolphe Durand, Jean-Pascal Gond, Andrew King, Michael Lenox, Michael W. Toffel, David Vogel and Frank Wijen
      Corporate sustainability has gone mainstream, and many companies have taken meaningful steps to improve their own environmental performance. But while corporate political actions such as lobbying can have a greater impact on environmental quality, they are ignored in... View Details
      Keywords: Corporate Social Responsibility and Impact; Environmental Sustainability; Communication; Policy; Business and Government Relations
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      Lyon, Thomas, Magali A. Delmas, John W. Maxwell, Pratima Bansal, Mireille Chiroleu-Assouline, Patricia Crifo, Rodolphe Durand, Jean-Pascal Gond, Andrew King, Michael Lenox, Michael W. Toffel, David Vogel, and Frank Wijen. "CSR Needs CPR: Corporate Sustainability and Politics." California Management Review 60, no. 4 (Summer 2018): 5–24.
      • 2018
      • Book

      High-Skilled Migration to the United States and Its Economic Consequences

      By: Gordon H. Hanson, William R. Kerr and Sarah Turner
      Immigration policy is one of the most contentious public policy issues in the United States today. High-skilled immigrants represent an increasing share of the U.S. workforce, particularly in science and engineering fields. These immigrants affect economic growth,... View Details
      Keywords: Immigration; Policy; Economics; Outcome or Result; United States
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      Hanson, Gordon H., William R. Kerr and Sarah Turner, eds. High-Skilled Migration to the United States and Its Economic Consequences. Chicago, IL: University of Chicago Press, 2018.
      • 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.)
      • May 2018
      • Case

      Environmental Platform LEEDership at USGBC

      By: Michael W. Toffel, Timothy S. Simcoe and Aldo Sesia
      By 2018, it was clear that U.S. Green Building Council (USGBC) had significantly contributed to the growth of green building and over its 25-year history had become a powerful brand in the construction sector with its Leadership in Energy and Environmental Design... View Details
      Keywords: Environmental Sustainability; Standards; Business Model; Leadership; Problems and Challenges; Construction Industry; Green Technology Industry
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      Toffel, Michael W., Timothy S. Simcoe, and Aldo Sesia. "Environmental Platform LEEDership at USGBC." Harvard Business School Case 618-027, May 2018.
      • May 2018 (Revised February 2019)
      • Case

      The Powers That Be (Internet Edition): Google, Apple, Facebook, Amazon, and Microsoft

      By: Jeffrey F. Rayport, Julia Kelley and Nathaniel Schwalb
      As of early 2018, five U.S. technology companies—Google, Apple, Facebook, Amazon, and Microsoft—were among the largest companies in the world. Similarly, three Chinese technology firms—Baidu, Alibaba, and Tencent, or BAT—had emerged as global players due in part to the... View Details
      Keywords: Internet and the Web; Business Ventures; Customers; Analytics and Data Science; Safety; Corporate Strategy; Competitive Strategy; Technology Industry
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      Rayport, Jeffrey F., Julia Kelley, and Nathaniel Schwalb. "The Powers That Be (Internet Edition): Google, Apple, Facebook, Amazon, and Microsoft." Harvard Business School Case 818-111, May 2018. (Revised February 2019.)
      • May 2018 (Revised June 2018)
      • Case

      Cowen Inc.: Leveraging Data

      By: Boris Groysberg, Sarah Abbott and Annelena Lobb
      Cowen Inc.’s broker-dealer, Cowen and Company, LLC, boasted a number of analysts who had made prescient stock calls on the basis of creative data analysis. Now Cowen Inc. had opened a new subsidiary, Kyber, which would attempt to monetize new data science products.... View Details
      Keywords: Data Science; Equity Research; Research Analysts; Investment; Analytics and Data Science; Equity; Research; Analysis; Competitive Strategy
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      Groysberg, Boris, Sarah Abbott, and Annelena Lobb. "Cowen Inc.: Leveraging Data." Harvard Business School Case 418-035, May 2018. (Revised June 2018.)
      • May 2018
      • Case

      The Multiple Myeloma Research Foundation's Answer Fund

      By: Richard G. Hamermesh and Matthew G. Preble
      Keywords: Data Analytics; Customer Focus and Relationships; Customer Relationship Management; Cost vs Benefits; Investment Return; Health Care and Treatment; Innovation Leadership; Intellectual Property; Knowledge Sharing; Knowledge Dissemination; Leadership; Leading Change; Resource Allocation; Goals and Objectives; Marketing Communications; Performance; Programs; Projects; Business and Community Relations; Business and Stakeholder Relations; Networks; Partners and Partnerships; Research and Development; Genetics; Behavior; Motivation and Incentives; Social and Collaborative Networks; Nonprofit Organizations; Strategy; Health Industry; Pharmaceutical Industry; Biotechnology Industry; United States
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      Hamermesh, Richard G., and Matthew G. Preble. "The Multiple Myeloma Research Foundation's Answer Fund." Harvard Business School Case 818-045, May 2018.
      • May 2018
      • Exercise

      Data Visualization & Communication Exercise

      By: Srikant M. Datar and Caitlin N. Bowler
      This exercise uses the 1986 Challenger shuttle disaster to explore the relationship between data visualization, effective communication, and decision-making. Students review and analyze excerpts from the 13 charts engineers presented to NASA executives the night before... View Details
      Keywords: Visualization; Data; Analytics and Data Science; Communication; Performance Effectiveness; Decision Making; Analysis
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      Datar, Srikant M., and Caitlin N. Bowler. "Data Visualization & Communication Exercise." Harvard Business School Exercise 118-107, May 2018.
      • 2018
      • Book

      Kissinger the Negotiator: Lessons from Dealmaking at the Highest Level

      By: James K. Sebenius, R. Nicholas Burns and Robert H. Mnookin (with a forward by Henry A. Kissinger)
      As professors and practitioners with careers devoted to negotiation, we are often asked “Who are the world’s best negotiators? What makes them effective?” Inevitably Henry Kissinger’s name comes up as an elite, if controversial, negotiator from whom we can learn a... View Details
      Keywords: History; Negotiation Process; Negotiation Tactics; Personal Development and Career; Negotiation Style; United States
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      Sebenius, James K., R. Nicholas Burns, and Robert H. Mnookin (with a forward by Henry A. Kissinger). Kissinger the Negotiator: Lessons from Dealmaking at the Highest Level. New York: HarperCollins, 2018.
      • April 2018
      • Teaching Note

      Growing a Cluster: The Singapore Biomedical Sciences Initiative

      By: Michael Porter and Christian Ketels
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      Porter, Michael, and Christian Ketels. "Growing a Cluster: The Singapore Biomedical Sciences Initiative." Harvard Business School Teaching Note 718-466, April 2018.
      • April 2018
      • Case

      Wilderness Safaris: Ecotourism Entrepreneurship

      By: James E. Austin, Megan Epler Wood and Herman B. "Dutch" Leonard
      Wilderness Safaris sees itself as a conservation company that is built on a business model of providing high-end, premium-priced wildlife safaris in various locations in Africa. Dependent on functioning, healthy ecosystems for its long-term survivability as a business,... View Details
      Keywords: Sustainability; Conservation Planning; Corporate Social Responsibility; Ecotourism; Strategy; Social Enterprise; Social Entrepreneurship; Environmental Sustainability; Corporate Social Responsibility and Impact; Expansion; Growth and Development Strategy; Tourism Industry; Entertainment and Recreation Industry; Travel Industry; Africa; Botswana
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      Austin, James E., Megan Epler Wood, and Herman B. "Dutch" Leonard. "Wilderness Safaris: Ecotourism Entrepreneurship." Harvard Business School Case 318-040, April 2018.
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