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      • October 2018
      • Case

      BreezoMeter: Making Air Pollution Data Actionable

      By: Frank V. Cespedes, Allison M. Ciechanover and Margot Eiran
      The case focuses on an Israeli startup that provides actionable air pollution data and forecasts. The company has over 50 enterprise customers and its tool reached a million people daily in 67 countries. The co-founders wrestle with which markets and customers to focus... View Details
      Keywords: Startups; Entrepreneurship; Business Startups; Pollutants; Analytics and Data Science; Sales; Marketing; Decision Choices and Conditions; Technology Industry; Israel; United States
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      Cespedes, Frank V., Allison M. Ciechanover, and Margot Eiran. "BreezoMeter: Making Air Pollution Data Actionable." Harvard Business School Case 819-058, October 2018.
      • 2018
      • Book

      The Gift of Global Talent: How Migration Shapes Business, Economy & Society

      By: William R. Kerr
      The global race for talent is on, with countries and businesses competing for the best and brightest. Foreign talent has transformed U.S. science and engineering, reshaped the economy, and influenced society at large. But America is bogged down in thorny debates on... View Details
      Keywords: Immigration; Policy; Labor; Economy; Talent and Talent Management; United States
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      Kerr, William R. The Gift of Global Talent: How Migration Shapes Business, Economy & Society. Stanford, CA: Stanford Business Books, 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 September 2018)
      • Case

      LendingClub (A): Data Analytic Thinking (Abridged)

      By: Srikant M. Datar and Caitlin N. Bowler
      LendingClub was founded in 2006 as an alternative, peer-to-peer lending model to connect individual borrowers to individual investor-lenders through an online platform. Since 2014 the company has worked with institutional investors at scale. While the company assigns... View Details
      Keywords: Data Science; Data Analytics; Investing; Loans; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction; Business Model
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      Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (A): Data Analytic Thinking (Abridged)." Harvard Business School Case 119-020, August 2018. (Revised September 2018.)
      • 2018
      • Working Paper

      Sustainability and Green Business in Latin America During Globalization Waves

      By: Geoffrey Jones
      This working paper examines the impact of modern business enterprise on the natural environment of Latin America during the globalization waves between the 19th century and the present day. It argues that although global capitalism created much wealth for the region,... View Details
      Keywords: Globalization; Natural Environment; Outcome or Result; Business History; Pollutants; Environmental Sustainability; Green Technology Industry; Beauty and Cosmetics Industry; Tourism Industry; Latin America
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      Jones, Geoffrey. "Sustainability and Green Business in Latin America During Globalization Waves." Harvard Business School Working Paper, No. 19-009, August 2018.
      • August 2018 (Revised October 2019)
      • Case

      C3.ai—Driven to Succeed

      By: Robert Simons and George Gonzalez
      CEO Tom Siebel navigates his artificial intelligence (ai) startup through a series of pivots, market expansions, and even an elephant attack to become a leading platform ad service provider. The case describes his unusual management approach emphasizing employee... View Details
      Keywords: Strategy Execution; Performance Measurement; Critical Performance Variables; Strategic Boundaries; Internet Of Things; Artificial Intelligence; Software Development; Big Data; Machine Learning; Business Startups; Management Style; Business Strategy; Performance; Measurement and Metrics; Organizational Culture; AI and Machine Learning; Digital Transformation; Applications and Software; Digital Marketing; Analytics and Data Science; Technology Industry; United States; California
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      Simons, Robert, and George Gonzalez. "C3.ai—Driven to Succeed." Harvard Business School Case 119-004, August 2018. (Revised October 2019.)
      • 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 (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.)
      • 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.
      • 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
      • 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.
      • 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
      • 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.
      • April 2018 (Revised May 2018)
      • Case

      Goldman Sachs: Making an Imprint in Impact Investing

      By: Shawn Cole, Vikram S. Gandhi, Caitlin Reimers Brumme and Lynn Schenk
      Goldman Sachs acquired Imprint Capital Advisors, a small firm that specialized in advising clients on environmental/social/governance (ESG) and impact investments. The founders sold Imprint with the belief that joining a global financial firm would help to scale impact... View Details
      Keywords: Impact Investing; ESG; Investment; Corporate Social Responsibility and Impact; Environmental Sustainability; Growth and Development Strategy; Acquisition; Integration
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      Cole, Shawn, Vikram S. Gandhi, Caitlin Reimers Brumme, and Lynn Schenk. "Goldman Sachs: Making an Imprint in Impact Investing." Harvard Business School Case 218-069, April 2018. (Revised May 2018.)
      • March 2018 (Revised April 2018)
      • Case

      Morgan Stanley: Building Long-Term Sustainability

      By: Vikram S. Gandhi and Lynn Schenk
      This case focuses on the 10-year journey of one of the world's largest global financial institutions developing a sustainability strategy and integrating it across all of its business units. The case provides a deep dive into the challenges and successes of trying to... View Details
      Keywords: Finance; Sustainability; Green Bonds; ESG; Environmental Sustainability; Strategy; Business Units; Integration; Financial Institutions
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      Gandhi, Vikram S., and Lynn Schenk. "Morgan Stanley: Building Long-Term Sustainability." Harvard Business School Case 318-103, March 2018. (Revised April 2018.)
      • March 2018
      • Case

      Chaudhary Group: Rebuilding Nepal

      By: Christopher J. Malloy, Lauren H. Cohen and Inakshi Sobti
      After the 2015 Nepal earthquake, the Chaudhary Group, a billion-dollar conglomerate in Nepal, decides to play a pivotal role in rebuilding the country. The Group's philanthropic arm (Chaudhary Foundation) works with stakeholders and develops a blue print for short- and... View Details
      Keywords: Leadership; Family Business; Decision Choices and Conditions; Developing Countries and Economies; Social Entrepreneurship; Values and Beliefs; Venture Capital; Microfinance; Geographic Location; Collaborative Innovation and Invention; Management; Crisis Management; Management Teams; Resource Allocation; Business and Community Relations; Business and Government Relations; Natural Disasters; Social and Collaborative Networks; Social Issues; Business Strategy; Consumer Products Industry; Banking Industry; Auto Industry; Real Estate Industry; Travel Industry; Nepal
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      Malloy, Christopher J., Lauren H. Cohen, and Inakshi Sobti. "Chaudhary Group: Rebuilding Nepal." Harvard Business School Case 218-100, March 2018.
      • March 2018
      • Supplement

      Chaudhary Group: Rebuilding Nepal (B)

      By: Christopher J. Malloy, Lauren H. Cohen and Inakshi Sobti
      Supplements the (A) case. Having successfully spearheaded relief work in the aftermath of the Nepal earthquake, the Chaudhary Foundation envisions creating a more comprehensive and sustainable development model. They are keen to build a model village that integrates... View Details
      Keywords: Leadership; Family Business; Decision Choices and Conditions; Developing Countries and Economies; Social Entrepreneurship; Values and Beliefs; Venture Capital; Microfinance; Geographic Location; Collaborative Innovation and Invention; Management; Crisis Management; Management Teams; Resource Allocation; Business and Community Relations; Business and Government Relations; Natural Disasters; Social and Collaborative Networks; Social Issues; Business Strategy; Consumer Products Industry; Banking Industry; Auto Industry; Real Estate Industry; Travel Industry; Nepal
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      Malloy, Christopher J., Lauren H. Cohen, and Inakshi Sobti. "Chaudhary Group: Rebuilding Nepal (B)." Harvard Business School Supplement 218-110, March 2018.
      • 2018
      • Chapter

      The Trust Imperative

      By: Richard Edelman, Stephen A. Greyser, E. Bruce Harrison and Tom Martin
      CHAPTER SUMMARY: Successful relationships depend on trust—trust between spouses, trust between parent and child, trust between enterprises and their stakeholders. This chapter focuses on the factors that build trust in organizations, as well as the forces that can... View Details
      Keywords: Trust; Business and Stakeholder Relations; Communication
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      Edelman, Richard, Stephen A. Greyser, E. Bruce Harrison, and Tom Martin. "The Trust Imperative." Chap. 3 in The New Era of the CCO: The Essential Role of Communication in a Volatile World, edited by Roger Bolton, Don W. Stacks, and Eliot Mizrachi. New York: Business Expert Press, 2018.
      • 2019
      • Working Paper

      Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

      By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna
      We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details
      Keywords: Spoken Communication; Business History; Analytics and Data Science; Finance; Performance
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      Choudhury, Prithwiraj, Dan Wang, Natalie A. Carlson, and Tarun Khanna. "Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles." Harvard Business School Working Paper, No. 18-064, January 2018. (Revised May 2019.)
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