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      • October 2019
      • Case

      Feeling Machines: Emotion AI at Affectiva

      By: Shane Greenstein and John Masko
      In 2016, Affectiva—a Boston-based emotion AI software company with a long track record of building emotion-sensing software for market research—had attempted to expand into new verticals by releasing a mobile software development kit (SDK) that downloaders could adapt... View Details
      Keywords: Artificial Intelligence; Market Research; Business Model; Finance; Revenue; Decision Making; Risk and Uncertainty; Market Entry and Exit; Applications and Software; AI and Machine Learning; Information Technology Industry; Auto Industry; United States
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      Greenstein, Shane, and John Masko. "Feeling Machines: Emotion AI at Affectiva." Harvard Business School Case 620-058, October 2019.
      • October 2019 (Revised April 2020)
      • Background Note

      Note on Funding Deep Tech Startups

      By: Karim Lakhani, Peter Barrett and Noubar Afeyan
      This Background Note provides essential information on funding deep technologies—those technologies that were inherently capital intensive, time consuming, risky, and potentially disruptive. Both dilutive and non-dilutive sources of investment are highlighted, along... View Details
      Keywords: Entrepreneurship; Energy; Venture Capital; Corporate Finance; Initial Public Offering; Investment; Health Testing and Trials; Innovation and Invention; Technological Innovation; Intellectual Property; Product Design; Product Development; Information Technology; Research and Development; Risk and Uncertainty; Technology Industry; Biotechnology Industry; United States; North America; Europe; Asia
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      Lakhani, Karim, Peter Barrett, and Noubar Afeyan. "Note on Funding Deep Tech Startups." Harvard Business School Background Note 620-029, October 2019. (Revised April 2020.)
      • October 2019 (Revised August 2020)
      • Case

      The Predictive Index

      By: Lynda M. Applegate and James Weber
      Mike Zani and Daniel Muzquiz needed to decide next steps to create a new category in the human resources consulting industry and scale their company.
      Zani and Muzquiz, serial entrepreneurs, acquired Predictive Index in 2014. Previously, as clients of the... View Details
      Keywords: Human Resources; Selection and Staffing; Talent and Talent Management; Recruitment; Corporate Entrepreneurship; Venture Capital; Change Management; Disruptive Innovation; Digital Platforms; Growth and Development Strategy; Consulting Industry; Service Industry; United States
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      Applegate, Lynda M., and James Weber. "The Predictive Index." Harvard Business School Case 820-034, October 2019. (Revised August 2020.)
      • October 2019
      • Case

      Engaging the Nationwide Workforce

      By: Ethan S. Bernstein, Jessica Gover and Sarah Mehta
      Nationwide is “on your side,” but did employees feel that way? CAO Gale King and CEO Steve Rasmussen, starting in 2008, invested heavily in a human capital strategy centered around “engagement” at the Ohio-based Nationwide Mutual Insurance Company. Set in 2014, this... View Details
      Keywords: Talent and Talent Management; Change; Change Management; Transformation; Insurance; Human Resources; Employees; Employee Relationship Management; Retention; Selection and Staffing; Employment; Human Capital; Leadership; Leadership Development; Organizational Change and Adaptation; Social Psychology; Financial Services Industry; Insurance Industry; United States; Ohio
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      Bernstein, Ethan S., Jessica Gover, and Sarah Mehta. "Engaging the Nationwide Workforce." Harvard Business School Case 420-036, October 2019.
      • October 2019
      • Supplement

      Hidrovias do Brasil: Navigating Unchartered Waters: Video Supplement

      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; Entrepreneurship; Growth Management; Finance; Leadership; Operations; Problems and Challenges; Human Capital; Growth and Development; Private Equity; Shipping Industry; Brazil
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      Groysberg, Boris, and Sarah L. Abbott. "Hidrovias do Brasil: Navigating Unchartered Waters: Video Supplement." Harvard Business School Multimedia/Video Supplement 420-710, October 2019.
      • October 2019
      • Case

      Leading Bank Leumi into the Future

      By: Joshua D. Margolis, Allison M. Ciechanover, Nicole Keller and Danielle Golan
      An unlikely but highly effective leader of a traditional bank, Rakefet Russak-Aminoach, simultaneously leads a classic change effort and an unconventional effort to innovate. She focuses her initial energy on making the bank more efficient in the face of industry... View Details
      Keywords: Mobile Banking; Digital Banking; Fintech; Startup; Financial Services; Artificial Intelligence; Innovation; Efficiency; Organizational Change; Personal Development; Female Ceo; Banks and Banking; Mobile and Wireless Technology; Leadership; Organizational Change and Adaptation; Innovation and Invention; Disruption; Information Technology; Opportunities; Performance Effectiveness; Personal Development and Career; AI and Machine Learning; Financial Services Industry; Banking Industry; Israel
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      Margolis, Joshua D., Allison M. Ciechanover, Nicole Keller, and Danielle Golan. "Leading Bank Leumi into the Future." Harvard Business School Case 420-063, October 2019.
      • October 2019 (Revised November 2019)
      • Case

      C16 Biosciences: Lab-Grown Palm Oil

      By: Jeffrey J. Bussgang and Olivia Hull
      Synthetic biology start-up C16 Biosciences wants to solve a big problem: replace palm oil, a major contributor to deforestation and climate change, with a lab-grown substitute. CEO Shara Ticku has ambitious plans to supply her lab-grown palm oil to food manufacturers,... View Details
      Keywords: Science-Based Business; Environmental Sustainability; Social Entrepreneurship; Product Development; Product Positioning; Venture Capital; Strategy; Decision Making; Food and Beverage Industry; Consumer Products Industry
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      Bussgang, Jeffrey J., and Olivia Hull. "C16 Biosciences: Lab-Grown Palm Oil." Harvard Business School Case 820-008, October 2019. (Revised November 2019.)
      • Article

      Achieving Value in Highly Complex Acute Care: Lessons from the Delivery of Extra Corporeal Life Support

      By: Michael Nurok, Jonathan Warsh, Erik Dong, Jeffrey Lopez, Mayumi Kharabi and Robert S. Kaplan
      We applied a value (outcomes and cost) analysis to extracorporeal life support (ECLS), a relatively rare but very expensive ICU therapy with highly variable outcomes. To address the outcome component of the value approach, we created guidelines for ECLS delivery; to... View Details
      Keywords: Health Care and Treatment; Cost Management; Value; Analysis
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      Nurok, Michael, Jonathan Warsh, Erik Dong, Jeffrey Lopez, Mayumi Kharabi, and Robert S. Kaplan. "Achieving Value in Highly Complex Acute Care: Lessons from the Delivery of Extra Corporeal Life Support." NEJM Catalyst (October 31, 2019).
      • October 2019
      • Article

      Does Political Uncertainty Increase External Financing Costs? Measuring the Electoral Premium in Syndicated Lending

      By: Olivia S. Kim
      This article investigates the impact of political uncertainty on contractual lending terms using a large sample of syndicated loans and a within-firm estimation approach to achieve identification. Firms pay 7 basis points (bps) more on loans originated when their... View Details
      Keywords: Risk and Uncertainty; Political Elections; Financing and Loans; Developing Countries and Economies
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      Kim, Olivia S. "Does Political Uncertainty Increase External Financing Costs? Measuring the Electoral Premium in Syndicated Lending." Journal of Financial and Quantitative Analysis 54, no. 5 (October 2019): 2141–2178.
      • October 2019 (Revised January 2020)
      • Case

      Dulcie Madden (A)—Growth or Exit?

      By: Shikhar Ghosh, Christopher Payton and Shweta Bagai
      This is part of a three-case series that follows Dulcie Madden's journey as a founder over five years. Case (A) is about managing growth and cash flow; Case (B) is about the exit decision and conditions on a sale; Case (C) shows Madden dealing with adversity and the... View Details
      Keywords: Entrepreneurial Management; Family; Family Conflicts; Founders' Agreements; Growth And Development; Hardware; VC; Scaling; Start-up; Female Ceo; Risk Assessment; Entrepreneurship; Growth Management; Equity; Cash Flow; Success; Failure; Acquisition; Business Model; Information Technology; Valuation; Family and Family Relationships; Information Infrastructure; Apparel and Accessories Industry; Technology Industry; United States
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      Ghosh, Shikhar, Christopher Payton, and Shweta Bagai. "Dulcie Madden (A)—Growth or Exit?" Harvard Business School Case 820-052, October 2019. (Revised January 2020.)
      • October 2019 (Revised January 2020)
      • Supplement

      Dulcie Madden (B)—A Difficult Choice

      By: Shikhar Ghosh and Shweta Bagai
      This is part of a three-case series that follows Dulcie Madden's journey as a founder over five years. Case (A) is about managing growth and cash flow; Case (B) is about the exit decision and conditions on a sale; Case (C) shows Madden dealing with adversity and the... View Details
      Keywords: Entrepreneurial Management; Family; Family Conflicts; Founders' Agreements; Growth And Development; Hardware; VC; Scaling; Start-up; Female Ceo; Risk Assessment; Entrepreneurship; Growth Management; Cash Flow; Equity; Success; Failure; Acquisition; Business Model; Information Technology; Valuation; Family and Family Relationships; Information Infrastructure
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      Ghosh, Shikhar, and Shweta Bagai. "Dulcie Madden (B)—A Difficult Choice." Harvard Business School Supplement 820-053, October 2019. (Revised January 2020.)
      • September 2019
      • Case

      Starling Trust Sciences: Measuring Trust in Organizations

      By: Aiyesha Dey, Jonas Heese and James Weber
      Stephen Scott needed to decide whether to keep his behavioral analytics startup in the people analytics sector or shift his company into the RegTech sector. Starling had develop technology that enabled its customers to anticipate and shape the behavior of their... View Details
      Keywords: Behavioral Analytics; Financial Institutions; Banks and Banking; Entrepreneurship; Strategy; Banking Industry; Consulting Industry; Information Technology Industry; United States; United Kingdom
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      Dey, Aiyesha, Jonas Heese, and James Weber. "Starling Trust Sciences: Measuring Trust in Organizations." Harvard Business School Case 120-006, September 2019.
      • September 2019
      • Supplement

      Keroche (B): Considering Entry into the Kenyan Beer Market

      By: Ramon Casadesus-Masanell and Pippa Tubman Armerding
      This case discusses the situation of the Kenyan alcoholic drinks producer Keroche in July 2004, when co-founder Tabitha Karanja was debating whether to enter the Kenyan beer market. Doing so would mean direct competition with the multinational EABL in an industry and... View Details
      Keywords: Keroche; Alcohol; Alcoholic Drinks; Alcoholic Beverages; Beverages; Drinks; Wine Industry; Wine; Fortified Wine; Viena; Beer; Beer Market; Manufacturing; Production Capacity; Capacity; Growth; Regulated; Unregulated; Informal; Informal Market; Regulation; Illicit; Illegal; Substandard; Dangerous; Shutdown; Factory; Safe; Affordable; Low-income Consumers; Business Growth and Maturation; Business Startups; Production; Investment; Safety; Quality; Small Business; Family Business; Crime and Corruption; Customer Focus and Relationships; Decisions; Income; Demographics; Geographic Scope; Geographic Location; Goods and Commodities; Government Legislation; Growth and Development; Business History; Lawsuits and Litigation; Laws and Statutes; Lawfulness; Goals and Objectives; Consumer Behavior; Market Entry and Exit; Problems and Challenges; Social Issues; Poverty; Strategy; Competition; Entrepreneurship; Marketing; Manufacturing Industry; Food and Beverage Industry; Kenya; Nairobi; Africa
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      Casadesus-Masanell, Ramon, and Pippa Tubman Armerding. "Keroche (B): Considering Entry into the Kenyan Beer Market." Harvard Business School Supplement 720-391, September 2019.
      • September 2019 (Revised May 2020)
      • Supplement

      Keroche (E): Considering Additional Capacity

      By: Ramon Casadesus-Masanell and Pippa Tubman Armerding
      This case describes Keroche’s growth after entering the beer business in 2008. Although the company was operating at full capacity and not able to fulfill all of its orders, Tabitha Karanja had set a goal of growing Keroche’s share of the Kenyan beer market from... View Details
      Keywords: Keroche; Alcohol; Alcoholic Beverages; Beer; Beer Market; Premium Beer; Manufacturing; Production; Production Capacity; Capacity; Business Ventures; Business Exit or Shutdown; Business Growth and Maturation; Business Startups; Small Business; Family Business; Crime and Corruption; Customer Focus and Relationships; Decisions; Income; Demographics; Geographic Scope; Geographic Location; Goods and Commodities; Government Legislation; Growth and Development; Business History; Lawsuits and Litigation; Laws and Statutes; Lawfulness; Goals and Objectives; Consumer Behavior; Market Entry and Exit; Problems and Challenges; Safety; Social Issues; Poverty; Strategy; Competition; Entrepreneurship; Investment; Financing and Loans; Manufacturing Industry; Food and Beverage Industry
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      Casadesus-Masanell, Ramon, and Pippa Tubman Armerding. "Keroche (E): Considering Additional Capacity." Harvard Business School Supplement 720-394, September 2019. (Revised May 2020.)
      • September 2019
      • Supplement

      Hidrovias do Brasil – Environmental, Social and Governance Initiatives

      By: Boris Groysberg
      Keywords: Human Resources; Private Equity; Entrepreneurship; Finance; Growth and Development; Leadership; Operations; Problems and Challenges; Transportation; Human Capital; Transportation Industry; Brazil
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      Groysberg, Boris. "Hidrovias do Brasil – Environmental, Social and Governance Initiatives." Harvard Business School Multimedia/Video Supplement 420-712, September 2019.
      • September 2019 (Revised September 2020)
      • Case

      SOFWERX: Innovation at U.S. Special Operations Command (Abridged)

      By: Herman Leonard, Mitch Weiss, Jin Hyun Paik and Kerry Herman
      James "Hondo" Geurts, the Acquisition Executive for U.S. Special Operations Command was in the middle of his Senate confirmation hearing in 2017 to become Assistant Secretary of the Navy for Research, Development and Acquisition. Overseeing acquisitions in one of the... View Details
      Keywords: Open Innovation; Crowdsourcing; Prototyping; Navy; Entrepreneurship; Public Equity; Innovation and Invention; Innovation Leadership; Acquisition; Organizational Change and Adaptation; Public Administration Industry; United States
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      Leonard, Herman, Mitch Weiss, Jin Hyun Paik, and Kerry Herman. "SOFWERX: Innovation at U.S. Special Operations Command (Abridged)." Harvard Business School Case 820-047, September 2019. (Revised September 2020.)
      • September 2019
      • Case

      Clean Energy for the Future

      By: Richard H.K. Vietor and Howaida Kamel
      This is an industry note on renewable energy – wind, solar, governmental incentives and storage. It covers the recent history of both the wind and solar industries, an extensive look at governmental policies in the United States, including the Green New Deal, and... View Details
      Keywords: Green New Deal; Renewable Energy; Energy Policy; Industry Growth; Supply and Industry; Price; Motivation and Incentives; Energy Industry; Green Technology Industry; United States
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      Vietor, Richard H.K., and Howaida Kamel. "Clean Energy for the Future." Harvard Business School Case 720-003, September 2019.
      • September 2019 (Revised February 2020)
      • Teaching Note

      Commonwealth Bank of Australia: Unbanklike Experimentation

      By: Ryan W. Buell and Leslie K. John
      Email mking@hbs.edu for a courtesy copy.

      This Teaching Note explains the theory of the case and teaching plan for the case: Commonwealth Bank of Australia: Unbanklike Experimentation (619-018). In August 2017,... View Details
      Keywords: Transparency; Experimentation; Banks and Banking; Credit Cards; Customer Focus and Relationships; Competitive Strategy; Banking Industry; Australia
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      Buell, Ryan W., and Leslie K. John. "Commonwealth Bank of Australia: Unbanklike Experimentation." Harvard Business School Teaching Note 620-041, September 2019. (Revised February 2020.)
      • 2018
      • Article

      Threat of Platform-Owner Entry and Complementor Responses: Evidence from the Mobile App Market

      By: Wen Wen and Feng Zhu
      We examine how app developers on the Android mobile platform adjust their innovation efforts (rate and direction) and value-capture strategies in response to Google’s entry threat and actual entry into their markets. We find that, after Google’s entry threat increases,... View Details
      Keywords: Platform-owner Entry; Entry Threat; Innovation; Complementors; Mobile App Industry; Digital Platforms; Mobile and Wireless Technology; Market Entry and Exit; Price; Innovation and Invention; Applications and Software
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      Wen, Wen, and Feng Zhu. "Threat of Platform-Owner Entry and Complementor Responses: Evidence from the Mobile App Market." Strategic Management Journal 40, no. 9 (September 2019): 1336–1367.
      • August 2019 (Revised November 2022)
      • Case

      Paradigm Capital Value Fund

      By: Luis M. Viceira and Elena Corsi
      Karl Jan Erick Hummel had founded Paradigm Capital Value Fund in 2007 together with Columbia Business School Professor Bruce Greenwald, an expert in value investing and now chairman of the fund. The fund followed the principles of value investing to their target... View Details
      Keywords: Investment Activism; Investment Portfolio; Financial Management; Growth and Development Strategy; Investment Funds; Financial Services Industry
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      Viceira, Luis M., and Elena Corsi. "Paradigm Capital Value Fund." Harvard Business School Case 220-014, August 2019. (Revised November 2022.)
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