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      • August 2020 (Revised July 2021)
      • Case

      From Farm Boy to Financier: Eiichi Shibusawa and the Creation of Modern Japan

      By: Geoffrey Jones, Gabriel Ellsworth and Ryo Takahashi
      This case describes the career of Eiichi Shibusawa (1840-1931), a serial entrepreneur who is widely known as the “father of Japanese capitalism” and as a pioneer of socially responsible investment. Born in feudal Edo Japan, following the Meiji Restoration in 1868... View Details
      Keywords: Entrepreneurship; Personal Development and Career; Business History; Ethics; Business and Stakeholder Relations; Economy; Society; Japan
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      Jones, Geoffrey, Gabriel Ellsworth, and Ryo Takahashi. "From Farm Boy to Financier: Eiichi Shibusawa and the Creation of Modern Japan." Harvard Business School Case 321-043, August 2020. (Revised July 2021.)
      • August 2020
      • Case

      This Old House of Worship: St. Anthony Shrine (A)

      By: Ryan Raffaelli
      This multimedia case asks students to consider how leaders of non-profit organizations manage difficult financial, operational, and cultural turnarounds. Since its founding in 1947, St. Anthony Shrine had been a central partner in serving the Downtown Boston community.... View Details
      Keywords: Leadership And Change Management; Turnarounds; Non-profit Management; Leadership; Change Management; Nonprofit Organizations; Management; Religion; Mission and Purpose; Transformation; Organizational Culture; United States
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      Raffaelli, Ryan. "This Old House of Worship: St. Anthony Shrine (A)." Harvard Business School Multimedia/Video Case 421-701, August 2020.
      • August 2020
      • Article

      Leverage and the Beta Anomaly

      By: Malcolm Baker, Mathias F. Hoeyer and Jeffrey Wurgler
      The well-known weak empirical relationship between beta risk and the cost of equity—the beta anomaly—generates a simple tradeoff theory: As firms lever up, the overall cost of capital falls as leverage increases equity beta, but as debt becomes riskier the marginal... View Details
      Keywords: Risk Anomaly; Leverage; Capital Structure; Risk and Uncertainty
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      Baker, Malcolm, Mathias F. Hoeyer, and Jeffrey Wurgler. "Leverage and the Beta Anomaly." Journal of Financial and Quantitative Analysis 55, no. 5 (August 2020): 1491–1514.
      • Summer 2020
      • Article

      Tech Clusters

      By: William R. Kerr and Frederic Robert-Nicoud
      Tech clusters like Silicon Valley play a central role for modern innovation, business competitiveness, and economic performance. This paper reviews what constitutes a tech cluster, how they function internally, and the degree to which policy makers can purposefully... View Details
      Keywords: Clusters; Agglomeration; Innovation; Industry Clusters; Innovation and Invention; Entrepreneurship; Patents
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      Kerr, William R., and Frederic Robert-Nicoud. "Tech Clusters." Journal of Economic Perspectives 34, no. 3 (Summer 2020): 50–76.
      • June 2020
      • Case

      RBC: Transforming Transformation (A)

      By: Ethan Bernstein, Francesca Gino and Aldo Sesia
      In 2017, the Royal Bank of Canada (RBC), a Canadian financial icon, mandated a swat team of “enablers of collaboration” (their job description) to support the personal and commercial bank in the enterprise-wide RBC Cultural Transformation initiative. Historically,... View Details
      Keywords: Service Delivery; Information Technology; Transformation; Change Management; Collaborative Innovation and Invention; Innovation and Management; Decision Making; Human Resources; Management Systems; Organizational Design; Organizational Structure; Groups and Teams; Management Teams; Banking Industry; Financial Services Industry; Canada
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      Bernstein, Ethan, Francesca Gino, and Aldo Sesia. "RBC: Transforming Transformation (A)." Harvard Business School Case 920-008, June 2020.
      • June 2020
      • Supplement

      RBC: Transforming Transformation (B)

      By: Ethan Bernstein, Francesca Gino and Aldo Sesia
      In 2017, the Royal Bank of Canada (RBC), a Canadian financial icon, mandated a swat team of “enablers of collaboration” (their job description) to support the personal and commercial bank in the enterprise-wide RBC Cultural Transformation initiative. Historically,... View Details
      Keywords: Service Delivery; Information Technology; Transformation; Change Management; Collaborative Innovation and Invention; Innovation and Management; Decision Making; Human Resources; Management Systems; Organizational Design; Organizational Structure; Groups and Teams; Management Teams; Banking Industry; Financial Services Industry; Canada
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      Bernstein, Ethan, Francesca Gino, and Aldo Sesia. "RBC: Transforming Transformation (B)." Harvard Business School Supplement 920-045, June 2020.
      • 2021
      • Conference Presentation

      An Algorithmic Framework for Fairness Elicitation

      By: Christopher Jung, Michael J. Kearns, Seth Neel, Aaron Leon Roth, Logan Stapleton and Zhiwei Steven Wu
      We consider settings in which the right notion of fairness is not captured by simple mathematical definitions (such as equality of error rates across groups), but might be more complex and nuanced and thus require elicitation from individual or collective stakeholders.... View Details
      Keywords: Algorithmic Fairness; Machine Learning; Fairness; Framework; Mathematical Methods
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      Jung, Christopher, Michael J. Kearns, Seth Neel, Aaron Leon Roth, Logan Stapleton, and Zhiwei Steven Wu. "An Algorithmic Framework for Fairness Elicitation." Paper presented at the 2nd Symposium on Foundations of Responsible Computing (FORC), 2021.
      • April 2020 (Revised November 2020)
      • Case

      Ping An: Pioneering the New Model of ‘Technology-driven Finance’

      By: Feng Zhu, Anthony K. Woo and Nancy Hua Dai
      In mid-December 2018, Peter Ma, Chairman and CEO of Ping An Insurance (Group) Company of China, Ltd. was considering whether the company should grow a fifth ecosystem of Smart City Services. Established in 1988, Ping An was one of the top 10 global financial... View Details
      Keywords: Business Ecosystems; Fintech; Finance; Information Technology; Business Model; Expansion; Competitive Strategy; Financial Services Industry; Technology Industry
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      Zhu, Feng, Anthony K. Woo, and Nancy Hua Dai. "Ping An: Pioneering the New Model of ‘Technology-driven Finance’." Harvard Business School Case 620-068, April 2020. (Revised November 2020.)
      • March 2020 (Revised June 2023)
      • Case

      EyeControl: Inspiring Communication

      By: Paul A. Gompers and Danielle Golan
      Eye-controlled communication device startup EyeControl was founded in Tel Aviv, Israel in 2016 by cofounders with a shared personal connection to locked-in syndrome—a neurological disorder that left sufferers cognitively sound, yet paralyzed, with the exception of eye... View Details
      Keywords: Health Disorders; Communication Technology; Business Startups; Expansion; Finance; Decision Making; Social Enterprise; Medical Devices and Supplies Industry
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      Gompers, Paul A., and Danielle Golan. "EyeControl: Inspiring Communication." Harvard Business School Case 820-078, March 2020. (Revised June 2023.)
      • March 2020
      • Technical Note

      Influencer Marketing

      By: Jill Avery and Ayelet Israeli
      Despite a heavy barrage of advertising, most consumers declare that their purchases are most influenced by the experiences, advice, and recommendations of others, and not by marketers. Interpersonal communication between and among consumers serves as a potent path for... View Details
      Keywords: Influencers; Marketing; Marketing Communications; Brands and Branding; Marketing Strategy; Media and Broadcasting Industry; Advertising Industry; Consumer Products Industry
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      Avery, Jill, and Ayelet Israeli. "Influencer Marketing." Harvard Business School Technical Note 520-075, March 2020.
      • March 2020
      • Module Note

      Business Model Transformation in the Platform Age

      By: Feng Zhu
      Although some digital platforms are highly successful, most firms today are still traditional product- or service-based firms. To take advantage of the opportunities created by platform business models, traditional firms can work with existing platforms to become their... View Details
      Keywords: Platforms; Platform Businesses; Platform Disruption; Internet and the Web; Business Model; Transformation; Digital Platforms
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      Zhu, Feng. "Business Model Transformation in the Platform Age." Harvard Business School Module Note 620-109, March 2020.
      • Article

      Innovation Contests for High-Tech Procurement

      By: Jin Hyun Paik, Martin Scholl, Rinat A. Sergeev, Steven Randazzo and Karim R. Lakhani
      Innovation managers rarely use crowdsourcing as an innovative instrument despite extensive academic and theoretical research. The lack of tools available to compare and measure crowdsourcing, specifically contests, against traditional methods of procuring goods and... View Details
      Keywords: Open Innovation; Contests; Crowdsourcing; Nasa; Evaluation; Acquisition; Information Technology; Innovation and Invention; Performance Evaluation; Framework
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      Hyun Paik, Jin, Martin Scholl, Rinat A. Sergeev, Steven Randazzo, and Karim R. Lakhani. "Innovation Contests for High-Tech Procurement." Research-Technology Management 63, no. 2 (March–April 2020): 36–45.
      • February 28, 2020
      • Article

      How Tesla Sets Itself Apart

      By: Lou Shipley
      Tesla and its flamboyant, and sometimes erratic, innovator Elon Musk have turned the more than a century old industry upside down in a mere 16 years. Traditional automakers are ill prepared to compete in today’s software-centered world. Unlike nimble Tesla, they are... View Details
      Keywords: Strategy; Information Technology; Transportation; Business Model; Technological Innovation; Disruption; Auto Industry
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      Shipley, Lou. "How Tesla Sets Itself Apart." Harvard Business Review Digital Articles (February 28, 2020).
      • February 2020 (Revised March 2020)
      • Case

      Prime Coalition: Catalytic Capital for Climate Innovation

      By: Ramana Nanda, Benjamin N. Roth and Olivia Hull
      With long development timelines and high risk, new energy technologies were often left to languish in the “valley of death,” unable to raise enough funds to bring a product to market. In 2014, Sarah Kearney founded the nonprofit Prime Coalition to solve this problem.... View Details
      Keywords: Energy Conservation; Renewable Energy; Social Entrepreneurship; Venture Capital; Investment; Innovation and Invention; Technological Innovation; Mission and Purpose; Science-Based Business; Nonprofit Organizations; Social Enterprise; Energy Industry; Technology Industry; Green Technology Industry; United States
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      Nanda, Ramana, Benjamin N. Roth, and Olivia Hull. "Prime Coalition: Catalytic Capital for Climate Innovation." Harvard Business School Case 820-007, February 2020. (Revised March 2020.)
      • 2019
      • Article

      Go-Shops Revisited

      By: Guhan Subramanian and Annie Zhao
      A go-shop process turns the traditional M&A deal process on its head: rather than a pre-signing market canvass followed by a post-signing “no shop” period, a go-shop deal involves a limited pre-signing market check, followed by a post-signing “go shop” process to find... View Details
      Keywords: Go-shop Process; Mergers and Acquisitions; Negotiation Process; Negotiation Deal; Performance Effectiveness; Technological Innovation
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      Subramanian, Guhan, and Annie Zhao. "Go-Shops Revisited." Harvard Law Review 133, no. 4 (February 2020): 1216–1279.
      • January–February 2020
      • Article

      Competing in the Age of AI

      By: Marco Iansiti and Karim R. Lakhani
      Today’s markets are being reshaped by a new kind of firm—one in which artificial intelligence (AI) runs the show. This cohort includes giants like Google, Facebook, and Alibaba, and growing businesses such as Wayfair and Ocado. Every time we use their services, the... View Details
      Keywords: Artificial Intelligence; Algorithms; Technological Innovation; Business Model; Competition; Competitive Strategy; AI and Machine Learning
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      Iansiti, Marco, and Karim R. Lakhani. "Competing in the Age of AI." Harvard Business Review 98, no. 1 (January–February 2020): 60–67.
      • January 2020
      • Case

      The Origins of Bell Labs

      By: Tom Nicholas and John Masko
      In 1947, scientists at Bell Labs invented the transistor—a tiny signal amplifier that would go on to become the fundamental building block of the digital age. But, confounding most traditional economic assumptions, it was not a vigorous startup that made this momentous... View Details
      Keywords: Business History; Innovation Leadership; Technological Innovation; Patents; Monopoly; Organizational Structure; Competitive Strategy; Telecommunications Industry; Boston; Massachusetts; New York (city, NY)
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      Nicholas, Tom, and John Masko. "The Origins of Bell Labs." Harvard Business School Case 820-081, January 2020.
      • 2020
      • Book

      Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World

      By: Marco Iansiti and Karim R. Lakhani
      In industry after industry, data, analytics, and AI-driven processes are transforming the nature of work. While we often still treat AI as the domain of a specific skill, business function, or sector, we have entered a new era in which AI is challenging the very... View Details
      Keywords: Artificial Intelligence; Technological Innovation; Change; Competition; Strategy; Leadership; Business Processes; Organizational Change and Adaptation; AI and Machine Learning
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      Iansiti, Marco, and Karim R. Lakhani. Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World. Boston: Harvard Business Review Press, 2020.
      • January 2020
      • Case

      The June Oven

      By: Leonard A. Schlesinger and Christian Godwin
      The June Oven was a smart oven which was capable of identifying food and cooking it accordingly. This type of smart oven represented the next step in the long history of oven and stove development. Due to the widespread use of traditional ovens, the market for the June... View Details
      Keywords: Business Ventures; Trends; Customers; Design; Entrepreneurship; Food; Goods and Commodities; Innovation and Invention; Marketing; Brands and Branding; Demand and Consumers; Distribution; Product Development; Sales; Information Technology; Internet and the Web; Applications and Software; Consumer Products Industry; Retail Industry; Technology Industry; Electronics Industry; Manufacturing Industry; United States
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      Schlesinger, Leonard A., and Christian Godwin. "The June Oven." Harvard Business School Case 320-067, January 2020.
      • December 2019
      • Case

      Bill & Melinda Gates Foundation: Shaping the Vaccine Manufacturing Ecosystem (Abridged)

      By: Willy Shih
      This case describes the efforts of the Bill & Melinda Gates Foundation to lower the cost of producing vaccines to prevent polio infections. It is an abridged version of HBS Case No. 620-021 with less emphasis on comparison between traditional and the new compact... View Details
      Keywords: Vaccine; Manufacturing; Barriers To Entry; Production; Cost; Technological Innovation; Market Entry and Exit; Pharmaceutical Industry
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      Shih, Willy. "Bill & Melinda Gates Foundation: Shaping the Vaccine Manufacturing Ecosystem (Abridged)." Harvard Business School Case 620-071, December 2019.
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