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      • June 2021
      • Technical Note

      The Weighted Average Cost of Capital (WACC): Derivation, Intuition, and Applications

      By: Benjamin C. Esty and E. Scott Mayfield
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      Esty, Benjamin C., and E. Scott Mayfield. "The Weighted Average Cost of Capital (WACC): Derivation, Intuition, and Applications." Harvard Business School Technical Note 221-106, June 2021.
      • June 2021
      • Case

      Selassie Atadika: Entrepreneurship in Africa

      By: Boris Groysberg, Susan Seligson and Katherine Connolly Baden
      This case profiles the career of Ghana-based chef and entrepreneur, Selassie Atadika. In the midst of the COVID-19 pandemic, she faced many questions about the future, such as: How could she convince Ghanaian consumers to view their native cuisine in a fresh,... View Details
      Keywords: Entrepreneur; Women And Leadership; Women-owned Businesses; Food; Entrepreneurship; Growth and Development Strategy; Food and Beverage Industry; South Africa
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      Groysberg, Boris, Susan Seligson, and Katherine Connolly Baden. "Selassie Atadika: Entrepreneurship in Africa." Harvard Business School Case 421-093, June 2021.
      • June 2021
      • Case

      uBiome

      By: Thomas R. Eisenmann and Olivia Graham
      uBiome provided clinical tests that sequenced the DNA of human microbiome samples, providing data on health conditions directly to consumers or to prescribing physicians. Founded in 2012, the San Francisco-based startup raised $105 million from top-tier venture capital... View Details
      Keywords: Business Startups; Crime and Corruption; Insolvency and Bankruptcy
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      Eisenmann, Thomas R., and Olivia Graham. "uBiome." Harvard Business School Case 821-076, June 2021.
      • June 2021 (Revised November 2021)
      • Case

      Asian Corporate Governance Association: Stemming a 'Race to the Bottom' by Stock Exchanges?

      By: Charles C.Y. Wang and Billy Chan
      This case describes the movement towards dual-class listings on Asian stock exchanges and the efforts of the Asian Corporate Governance Association (ACGA), a not-for-profit shareholder advocacy group, to discourage this trend. As a not-for-profit organization with no... View Details
      Keywords: Corporate Governance; Governance Controls; Nonprofit Organizations; Stocks; Financial Markets; Financial Services Industry; Hong Kong; China; Asia
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      Wang, Charles C.Y., and Billy Chan. "Asian Corporate Governance Association: Stemming a 'Race to the Bottom' by Stock Exchanges?" Harvard Business School Case 121-073, June 2021. (Revised November 2021.)
      • June 2021
      • Case

      Mobileye 2021: Robotaxi and/or Consumer AV?

      By: David B. Yoffie, Danielle Golan and Nicole Tempest Keller
      In March 2021, Amnon Shashua, co-founder and CEO of Israel-based Mobileye, was preparing to meet with Intel’s new CEO, Pat Gelsinger, to review plans for the future. Mobileye had been acquired by California-based Intel in 2017, but still operated independently.... View Details
      Keywords: Technology Companies; Robotics; Autonomous Vehicles; Strategy; Decision Making; Transportation; Technological Innovation; Technology Industry; Auto Industry; Transportation Industry; Israel
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      Yoffie, David B., Danielle Golan, and Nicole Tempest Keller. "Mobileye 2021: Robotaxi and/or Consumer AV?" Harvard Business School Case 721-481, June 2021.
      • June 2021
      • Article

      Short-Termism, Shareholder Payouts, and Investment in the EU

      By: Jesse M. Fried and Charles C.Y. Wang
      Investor-driven "short-termism" is said to harm EU public firms' ability to invest for the long term, prompting calls for the EU to better insulate managers from shareholder pressure. But the evidence offered—rising levels of repurchases and dividends—is incomplete and... View Details
      Keywords: Short-termism; EU; Payout Policy; Innovation; Investment; Corporate Governance; Investment Return; Acquisition; European Union
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      Fried, Jesse M., and Charles C.Y. Wang. "Short-Termism, Shareholder Payouts, and Investment in the EU." European Financial Management 27, no. 3 (June 2021): 389–413.
      • May 2021
      • Case

      Inclusive Innovation at Mass General Brigham

      By: Katherine Baldiga Coffman and Olivia Hull
      Massachusetts General Brigham (MGB) Chief Innovation Officer Christopher Coburn had overseen a period of exciting transformation and growth in healthcare innovation at MGB. In November 2019, the health system was the largest recipient of National Institutes of Health... View Details
      Keywords: Inclusion; Innovation; Invention; Gender; Business Startups; Investment Funds; Private Equity; Health Care and Treatment; Innovation Strategy; Technological Innovation; Intellectual Property; Copyright; Patents; Research; Research and Development; Diversification; Technology; Health Industry; Massachusetts; Boston
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      Coffman, Katherine Baldiga, and Olivia Hull. "Inclusive Innovation at Mass General Brigham." Harvard Business School Case 921-006, May 2021.
      • May 2021 (Revised August 2021)
      • Case

      Airbnb During the Pandemic: Stakeholder Capitalism Faces a Critical Test

      By: Benjamin C. Esty and Allison Ciechanover
      As the COVID pandemic spread in early 2020, global travel ground to a halt. For Airbnb, the San Francisco-based platform for renting accommodations, the impact was both swift and severe as revenues plummeted more than 70% over the prior year. Responding to the sudden... View Details
      Keywords: COVID-19 Pandemic; Business and Stakeholder Relations; Corporate Governance; Crisis Management; Leadership; Digital Platforms; Corporate Social Responsibility and Impact; Mission and Purpose; Value Creation; Decision Making; Goals and Objectives; Cross-Cultural and Cross-Border Issues; Travel Industry; Tourism Industry; Service Industry; United States
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      Esty, Benjamin C., and Allison Ciechanover. "Airbnb During the Pandemic: Stakeholder Capitalism Faces a Critical Test." Harvard Business School Case 221-050, May 2021. (Revised August 2021.)
      • May 2021
      • Teaching Note

      Capitalism and the Party-State: The People’s Republic of China at 70

      By: Meg Rithmire
      Teaching Note for HBS Case No. 721-040. View Details
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      Rithmire, Meg. "Capitalism and the Party-State: The People’s Republic of China at 70." Harvard Business School Teaching Note 721-056, May 2021.
      • May 13, 2021
      • Article

      How to Lead in the Stakeholder Era

      By: Hubert Joly
      The world is clearly facing multifaceted crises: a health crisis, an economic crisis, a societal crisis, a racial crisis, an environmental crisis, and rising geopolitical tensions. In the face of these challenges, there is a growing realization that business and... View Details
      Keywords: Business And Society; Stakeholder Capitalism; Leadership; Business and Stakeholder Relations
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      Joly, Hubert. "How to Lead in the Stakeholder Era." Harvard Business Review (website) (May 13, 2021).
      • 2021
      • Book

      The Heart of Business—Leadership Principles for the Next Era of Capitalism

      By: Hubert Joly and Caroline Lambert
      A remarkable turnaround by a leader with a remarkable philosophy: Find your noble purpose. Put people at the center. Unleash human magic.
      "It was fall in Minnesota. It was getting cold and we were supposed to die." This is how Hubert Joly describes the early,... View Details
      Keywords: Capitalism; Leadership; Mission and Purpose; Business and Stakeholder Relations; Leading Change
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      Joly, Hubert, and Caroline Lambert. The Heart of Business—Leadership Principles for the Next Era of Capitalism. Boston, MA: Harvard Business Review Press, 2021.
      • 2021
      • Working Paper

      Going by the Book: Valuation Ratios and Stock Returns

      By: Ki-Soon Choi, Eric So and Charles C.Y. Wang
      We study the use of firms’ book-to-market ratios (B/M) in value investing and its implications for comovements in firms’ stock returns and trading volumes. We show B/M has become increasingly detached from common alternative valuation ratios over time while also... View Details
      Keywords: Valuation Ratios; Book-to-market Ratios; Investment Return; Investment; Decision Making
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      Choi, Ki-Soon, Eric So, and Charles C.Y. Wang. "Going by the Book: Valuation Ratios and Stock Returns." Harvard Business School Working Paper, No. 21-126, May 2021.
      • May 2021
      • Article

      Mutual Funds as Venture Capitalists? Evidence from Unicorns

      By: Josh Lerner, Sergey Chernenko and Yao Zeng
      The past decade saw the rise of both “founder-friendly” venture financings and non-traditional investors, frequently with liquidity constraints. Using detailed contract data, we study open-end mutual funds investing in private venture-backed firms. We posit an... View Details
      Keywords: Investment Funds; Investment; Business Startups; Venture Capital; Private Equity; Governance
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      Lerner, Josh, Sergey Chernenko, and Yao Zeng. "Mutual Funds as Venture Capitalists? Evidence from Unicorns." Review of Financial Studies 34, no. 5 (May 2021): 2362–2410.
      • May 2021
      • Article

      Private and Social Returns to R&D: Drug Development and Demographics

      By: Efraim Benmelech, Janice Eberly, Dimitris Papanikolaou and Joshua Krieger
      Investment in intangible capital such as R&D has increased dramatically since the 1990s. However, productivity growth remains sluggish in recent years. One potential reason is that a significant share of the increase in intangible investment is geared toward consumer... View Details
      Keywords: Drug Development; Research and Development; Investment Return; Demographics; Pharmaceutical Industry
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      Benmelech, Efraim, Janice Eberly, Dimitris Papanikolaou, and Joshua Krieger. "Private and Social Returns to R&D: Drug Development and Demographics." AEA Papers and Proceedings 111 (May 2021): 336–340.
      • 2021
      • Working Paper

      The Dance Between Government and Private Investors: Public Entrepreneurial Finance around the Globe

      By: Jessica Bai, Shai Bernstein, Abhishek Dev and Josh Lerner
      This paper examines the interaction between governments and private capital investors when financing early-stage ventures. We first provide a simple conceptual framework to explore when collaboration between governments and private investors is likely to emerge. Using... View Details
      Keywords: Public Entrepreneurship; Subsidy; Industrial Policy; Entrepreneurship; Public Sector; Financing and Loans; Venture Capital; Global Range
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      Bai, Jessica, Shai Bernstein, Abhishek Dev, and Josh Lerner. "The Dance Between Government and Private Investors: Public Entrepreneurial Finance around the Globe." Harvard Business School Working Paper, No. 21-120, April 2021. (Revised January 2022.)
      • 2020
      • Working Paper

      Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective

      By: Srikant Datar, Apurv Jain, Charles C.Y. Wang and Siyu Zhang
      We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables—outnumbering the... View Details
      Keywords: Big Data; Elastic Net; GDP Growth; Machine Learning; Macro Forecasting; Short Fat Data; Accounting; Economic Growth; Forecasting and Prediction; Analytics and Data Science
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      Datar, Srikant, Apurv Jain, Charles C.Y. Wang, and Siyu Zhang. "Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective." Harvard Business School Working Paper, No. 21-113, December 2020.
      • April 2021
      • Supplement

      Misaki Capital and Sangetsu Corporation (B)

      By: Charles C.Y. Wang, Akiko Saito and Nobuo Sato
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      Wang, Charles C.Y., Akiko Saito, and Nobuo Sato. "Misaki Capital and Sangetsu Corporation (B)." Harvard Business School Supplement 121-072, April 2021.
      • April 2021
      • Teaching Note

      Thingtesting: Launching a Brand Discovery and Testing Digital Community

      By: Ayelet Israeli and Jill Avery
      Teaching Note for the "Thingtesting: Launching a Brand Discovery and Testing Digital Community" HBS Case No. 520-086. View Details
      Keywords: Influencer Marketing; Influencers; Influencer; Monetization; Monetization Strategy; Female; Female Entrepreneur; Female Protagonist; Direct-to-consumer; Marketing; Brands and Branding; Marketing Strategy; Venture Capital; Entrepreneurship; Marketing Communications; Consumer Products Industry; Financial Services Industry; Advertising Industry; London; United Kingdom; Europe; North America
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      Israeli, Ayelet, and Jill Avery. "Thingtesting: Launching a Brand Discovery and Testing Digital Community." Harvard Business School Teaching Note 521-094, April 2021.
      • April 2021 (Revised April 2021)
      • Teaching Plan

      Nehemiah Mfg. Co.: Providing a Second Chance

      By: Brian Trelstad and John Masko
      Teaching Plan for HBS Case No. 320-008. In 2009, Dan Meyer and Richard Palmer, two veterans of the fast-moving consumer goods (FMCG) industry, founded Nehemiah Manufacturing to build FMCG brands while providing jobs to Cincinnati, Ohio’s beleaguered urban core. Two... View Details
      Keywords: Social Entrepreneurship; Retention; Selection and Staffing; Employment; Human Capital; Growth Management; Brands and Branding; Social Marketing; Mission and Purpose; Prejudice and Bias; City; Urban Scope; Consumer Products Industry; Manufacturing Industry; Ohio; United States
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      Trelstad, Brian, and John Masko. "Nehemiah Mfg. Co.: Providing a Second Chance." Harvard Business School Teaching Plan 321-133, April 2021. (Revised April 2021.)
      • April 2021
      • Case

      Codecademy: Where to Next?

      By: Jeffrey F. Rayport, Max Mailman and Sarah Ascherman
      In March 2020, Zach Sims, co-founder and CEO of online education platform Codecademy, prepared for a meeting with his Chief of Staff Kunal Ahuja to discuss the company’s goals. Codecademy billed itself as the largest online resource for computer science literacy and... View Details
      Keywords: Monetization Strategy; Business Model; Change Management; Venture Capital; Leading Change; Growth and Development Strategy; Growth Management; Management Teams; Marketing Channels; Product Marketing; Network Effects; Product Development; Organizational Change and Adaptation; Strategic Planning; Internet and the Web; Digital Platforms; United States
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      Rayport, Jeffrey F., Max Mailman, and Sarah Ascherman. "Codecademy: Where to Next?" Harvard Business School Case 821-093, April 2021.
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