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      • December 2018 (Revised March 2021)
      • Background Note

      Modern Automation (A): Artificial Intelligence

      By: William R. Kerr and James Palano
      This primer is meant to be a field guide to the late 2010s' surge in business use of "Artificial Intelligence" (AI), or enterprise software based in machine learning. First, it provides an overview of the key trends—digitization, connectivity, the continuation of... View Details
      Keywords: Artificial Intelligence; Digitization; Connectivity; Computing; Future Of Work; Automation; AI and Machine Learning
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      Kerr, William R., and James Palano. "Modern Automation (A): Artificial Intelligence." Harvard Business School Background Note 819-084, December 2018. (Revised March 2021.)
      • December 2018
      • Teaching Note

      Autonomous Vehicles: The Rubber Hits the Road…but When?

      By: William Kerr and James Palano
      The autonomous vehicles have enormous implications for business and society. But, despite the headline-laden attention paid to the technology, there remain more questions than answers. Students will learn about the complex industry and have explicit discussions about... View Details
      Keywords: Technology Management; Artificial Intelligence; General Management; Robotics; Technological Innovation; Transportation; Disruption; Information Technology; Management; Decision Making; AI and Machine Learning; Auto Industry; Technology Industry
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      Kerr, William, and James Palano. "Autonomous Vehicles: The Rubber Hits the Road…but When?" Harvard Business School Teaching Note 819-040, December 2018.
      • December 2018 (Revised September 2019)
      • Case

      Brand Activism: Nike and Colin Kaepernick

      By: Jill Avery and Koen Pauwels
      Nike's selection of politically polarizing Colin Kaepernick as the spokesperson for the 30th anniversary of its iconic "Just Do It" campaign catapulted the brand into the media spotlight and made it a political flashpoint for consumers across America. Would the choice... View Details
      Keywords: Digital Marketing; Entertainment; Politics; Activism; Brand Equity; Marketing; Marketing Strategy; Brands and Branding; Marketing Communications; Sports; Advertising; Social Media; Apparel and Accessories Industry; Sports Industry; Consumer Products Industry; United States; North America
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      Avery, Jill, and Koen Pauwels. "Brand Activism: Nike and Colin Kaepernick." Harvard Business School Case 519-046, December 2018. (Revised September 2019.)
      • December 2018
      • Case

      CIR Group: Passing Wealth through the Generations

      By: Lauren Cohen, Christopher J. Malloy and Elena Corsi
      Rodolfo, Marco, and Edoardo De Benedetti had received from their father his controlling shares in COFIDE, a publicly listed holding company that held 45.8% of CIR Group, another publicly listed holding. The latter held majority shares in GEDI, Italy’s largest print... View Details
      Keywords: Succession Planning; Transferring Shares; Wealth Management; Holding Structures; Family Ownership; Ownership Stake; Management Succession; Governing and Advisory Boards; Policy; Media and Broadcasting Industry; Health Industry; Italy
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      Cohen, Lauren, Christopher J. Malloy, and Elena Corsi. "CIR Group: Passing Wealth through the Generations." Harvard Business School Case 219-060, December 2018.
      • 2018
      • Article

      Cracking the Organizational Challenge of Pursuing Joint Social and Financial Goals: Social Enterprise as a Laboratory to Understand Hybrid Organizing

      By: Julie Battilana
      While in recent decades the social and business sectors have evolved on fairly separate tracks, today companies are increasingly expected to generate social value in addition to profit. As a result, they also increasingly face the distinct challenge of pursuing social... View Details
      Keywords: Hybrid Organizations; Hybrid Organizing; Multiple Goals; Social Enterprise; Goals and Objectives; Organizational Design; Organizational Culture
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      Battilana, Julie. "Cracking the Organizational Challenge of Pursuing Joint Social and Financial Goals: Social Enterprise as a Laboratory to Understand Hybrid Organizing." M@n@gement 21, no. 4 (2018): 1278–1305.
      • November 2018 (Revised June 2022)
      • Teaching Note

      AirFox (A): Embracing the Blockchain and an ICO

      By: Jeffrey J. Bussgang and Nathaniel Schwalb
      Teaching Note for HBS No. 818-097. In summer 2017, Victor Santos, CEO of AirFox, considered whether to pivot his startup towards a new product built with blockchain—a quickly growing technology at the time. AirFox was an early stage startup that sold... View Details
      Keywords: Blockchain; Cryptocurrency; Initial Coin Offering; ICO; Business Startups; Finance; Currency; Strategy; Decision Making; United States
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      Bussgang, Jeffrey J., and Nathaniel Schwalb. "AirFox (A): Embracing the Blockchain and an ICO." Harvard Business School Teaching Note 819-065, November 2018. (Revised June 2022.)
      • November 2018
      • Case

      Governance Transition at Anadolu Group

      By: Paul M. Healy and Esel Y. Cekin
      Kamil Yazici and Izzet Ozilhan founded and built Anadolu Group Holding—a family business that grew into a multi-billion-dollar regional powerhouse. For 57 years they were equal partners in running the company. They then handed over a leadership role to a next... View Details
      Keywords: Family-managed Business; Professionally-run Company; Second-generation; Third-generation; Governance; Governance Changes; Succession Planning; Corporate Culture; Shareholders; Board Of Directors; Long-term Sustainability; Conglomerate; Family Business; Corporate Governance; Change Management; Management Succession; Leadership; Transition; Organizational Structure; Consumer Products Industry; Turkey; Central Asia; Middle East
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      Healy, Paul M., and Esel Y. Cekin. "Governance Transition at Anadolu Group." Harvard Business School Case 119-048, November 2018.
      • October 2018 (Revised August 2023)
      • Case

      Safecast: Bootstrapping Human Capital to Big Data

      By: Ethan Bernstein and Stephanie Marton
      On March 11, 2011, at 2:46pm, a 9.1-on-the-Richter-scale, six-minute long earthquake unleashed a tsunami that ravaged the Tohoku region of Japan, damaging the Fukushima Daiichi Nuclear Power facility and releasing sufficient radioactive material into the air and ocean... View Details
      Keywords: Citizen Science; Creative Commons; Open Data; Open Architecture; Volunteer-based Organization; Fukushima Daiichi Nuclear Power Facility; 311; Nuclear; Radiation; Crowdsourcing; Bgeigie; Geiger Counters; Kickstarter; Sustainability; Sustainable Business And Innovation; Design; Energy Generation; Social Entrepreneurship; Human Capital; Innovation and Invention; Crisis Management; Organizational Structure; Organizational Design; Information Technology; Business Model; Energy Industry; Technology Industry; Japan; North and Central America; Europe
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      Bernstein, Ethan, and Stephanie Marton. "Safecast: Bootstrapping Human Capital to Big Data." Harvard Business School Case 419-033, October 2018. (Revised August 2023.)
      • October 2018 (Revised August 2019)
      • Case

      Beth Israel Deaconess: Consolidating to Strengthen, or to Stave Off, Competition?

      By: Leemore Dafny
      In July 2017, CEO Kevin Tabb of Boston's Beth Israel Deaconess Medical Center announced his plan to consolidate 11 Massachusetts hospitals under a common management structure. These hospitals collectively generated $5 billion in patient revenue and 25% of... View Details
      Keywords: Beth Israel Deaconess; Lahey; Partners; Health Care; Hospitals; Payers; Providers; Anti-trust; Health Care Regulation; Mergers and Acquisitions; Health Care and Treatment; Market Design; Duopoly and Oligopoly; Negotiation; Consolidation; Competition; Health Industry; Massachusetts; Boston
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      Dafny, Leemore. "Beth Israel Deaconess: Consolidating to Strengthen, or to Stave Off, Competition?" Harvard Business School Case 319-026, October 2018. (Revised August 2019.)
      • October 2018 (Revised September 2022)
      • Case

      Stock-Based Compensation at Twitter

      By: Jonas Heese, Zeya Yang and Mike Young
      Olivia Nash, an analyst at leading hedge fund BlueShark Capital Management, had just finished listening to the hour-long earnings call for Twitter’s Q4 2017 results. Was Twitter doing well? That depended on which numbers she chose to believe. According to Generally... View Details
      Keywords: Twitter; Non-GAAP Disclosure; Stock-based Compensation; Earnings Management; Corporate Disclosure; Compensation and Benefits; Stocks; Measurement and Metrics
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      Heese, Jonas, Zeya Yang, and Mike Young. "Stock-Based Compensation at Twitter." Harvard Business School Case 119-032, October 2018. (Revised September 2022.)
      • 2018
      • Other Teaching and Training Material

      Finance Reading: Corporate Governance

      By: John Coates and Suraj Srinivasan
      Core Curriculum Readings in Finance cover the fundamental concepts, theories, and frameworks in finance. This reading presents an overview of corporate governance, focusing on for-profit businesses that are privately owned by dispersed investors—that is, not owned by a... View Details
      Keywords: Finance; Corporate Governance; For-Profit Firms; Private Ownership; Conflict of Interests
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      Coates, John, and Suraj Srinivasan. "Finance Reading: Corporate Governance." Core Curriculum Readings Series. Boston: Harvard Business Publishing 5209, 2018.
      • October 2018
      • Article

      The Operational Value of Social Media Information

      By: Ruomeng Cui, Santiago Gallino, Antonio Moreno and Dennis J. Zhang
      While the value of using social media information has been established in multiple business contexts, the field of operations and supply chain management have not yet explored the possibilities it offers in improving firms' operational decisions. This study attempts to... View Details
      Keywords: Machine Learning; Information; Sales; Forecasting and Prediction; Social Media
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      Cui, Ruomeng, Santiago Gallino, Antonio Moreno, and Dennis J. Zhang. "The Operational Value of Social Media Information." Special Issue on Big Data in Supply Chain Management. Production and Operations Management 27, no. 10 (October 2018): 1749–1774.
      • September 2018
      • Case

      Granite Equity Partners

      By: Victoria Ivashina and Jeffrey Boyar
      This case follows Rick Bauerly, CEO of Minnesota-based Granite Equity Partners, a private equity firm that specialized in buying out retiring business owners in the Minnesota community. In 2007, Granite Equity was considering an investment in Tyrell Corp. (name... View Details
      Keywords: Private Equity Exit; Investing; Fund Exit; Fund Management; Wealth Management; Liquidity; Buyout; Exit Strategy; Preferred Shares; Convertible Notes; Finance; Private Equity; Investment; Asset Management; Wealth; Management; Financial Liquidity
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      Ivashina, Victoria, and Jeffrey Boyar. "Granite Equity Partners." Harvard Business School Case 219-040, September 2018.
      • September 2018
      • Case

      Clayton, Dubilier & Rice at 40

      By: Josh Lerner, Abhijit Tagade and Terrence Shu
      In 2018, private equity firm Clayton, Dubilier & Rice celebrated its 40th anniversary and its 20th year under the leadership of CEO Don Gogel. In those decades, CD&R showed solid portfolio performance and generated strong returns for its investors - accomplishments... View Details
      Keywords: Finance; Succession; Buyout; Leveraged Buyout; Turnaround; Operations; Private Equity; Management Succession; Business Model; Leveraged Buyouts; Trends; Organizational Change and Adaptation
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      Lerner, Josh, Abhijit Tagade, and Terrence Shu. "Clayton, Dubilier & Rice at 40." Harvard Business School Case 819-055, September 2018.
      • August 2018 (Revised September 2019)
      • Case

      Magnus Resch: Transforming the Art Market Through Transparency

      By: Henry McGee and Sarah Mehta
      Economist and entrepreneur Magnus Resch was on a mission to make the art market more transparent. To that end, in 2014, he began building the Magnus app, which catalogued the price and transaction history of millions of works of art. Users could download the app, take... View Details
      Keywords: Art Market; Transparency; Art Pricing; Business Startups; Decision Making; Innovation Strategy; Culture; Business Strategy; Mobile Technology; Fine Arts Industry; Information Technology Industry
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      McGee, Henry, and Sarah Mehta. "Magnus Resch: Transforming the Art Market Through Transparency." Harvard Business School Case 319-002, August 2018. (Revised September 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.)
      • July 2018
      • Teaching Note

      Cumplo.com

      By: Frank V. Cespedes
      Teaching Note for HBS No. 818-039. Teaching Note for HBS No. 818-039. Cumplo is a Chilean-based fin-tech startup that provides investors and small businesses with opportunities to access loans and investments in ways distinct from traditional financial institutions in... View Details
      Keywords: Fintech; Alternative Finance; Crowdfunding; Crowdlending; Marketing Strategy; Growth and Development Strategy; Social Entrepreneurship; Expansion; Financial Services Industry; Latin America; South America; Chile
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      Cespedes, Frank V. "Cumplo.com." Harvard Business School Teaching Note 819-037, July 2018.
      • July 2018 (Revised November 2018)
      • Case

      Hidrovias do Brasil: Navigating Unchartered Waters

      By: Boris Groysberg and Sarah L. Abbott
      Since its founding eight years earlier, Hidrovias do Brasil (“Hidrovias”), an integrated logistics provider serving corporate customers exporting products from South America via the Atlantic Ocean, had grown to 900 employees and $253 million in annual revenues.... View Details
      Keywords: Human Resources; Private Equity; Brazil; Entrepreneurial Organizations; Operation Management; General Management; Entrepreneurship; Finance; Growth and Development; Leadership; Operations; Problems and Challenges; Transportation; Human Capital; Strategy; Emerging Markets; Brazil
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      Groysberg, Boris, and Sarah L. Abbott. "Hidrovias do Brasil: Navigating Unchartered Waters." Harvard Business School Case 419-007, July 2018. (Revised November 2018.)
      • July 2018 (Revised July 2018)
      • Teaching Note

      Argentina Power—Don’t Cry for Me Argentina

      By: Nori Gerardo Lietz and Sayiddah Fatima McCree
      Teaching Note for HBS No. 218-041. This case concerns a complex potential energy infrastructure investment in Argentina by a global conglomerate shortly after Mauricio Macri (“Macri”) became President of Argentina in 2015. The central issues are (i) why was a country... View Details
      Keywords: Argentina; Argentine Exceptionalism; Infrastructure Finance; Investing; Finance; Inflation and Deflation; Government and Politics; Energy Generation; Infrastructure; Utilities Industry; Energy Industry; Financial Services Industry; Argentina; South America
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      Lietz, Nori Gerardo, and Sayiddah Fatima McCree. "Argentina Power—Don’t Cry for Me Argentina." Harvard Business School Teaching Note 219-010, July 2018. (Revised July 2018.)
      • June 2018
      • Article

      Firm Turnover and the Return of Racial Establishment Segregation

      By: John-Paul Ferguson and Rembrand Koning
      Racial segregation between American workplaces is greater today than it was a generation ago. This increase has happened alongside the declines in within-establishment occupational segregation on which most prior research has focused. We examine more than 40 years of... View Details
      Keywords: Firm Entry; Stratification; Segregration; Entrepreneurship; Business Ventures; Employees; Diversity; Race; Segmentation; United States
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      Ferguson, John-Paul, and Rembrand Koning. "Firm Turnover and the Return of Racial Establishment Segregation." American Sociological Review 83, no. 3 (June 2018): 445–474.
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