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      • October 2018 (Revised January 2019)
      • Case

      Social Finance, Inc.

      By: Shawn Cole and Fanele Mashwama
      This case begins in February 2019 as Tracy Palandjian, co-founder and CEO of Social Finance Inc., prepares for a board meeting that will determine the future strategy of the social enterprise. Social Finance is a non-profit in the impact investment space founded in... View Details
      Keywords: Impact Investment; Social Enterprise; Growth and Development Strategy; Decision Choices and Conditions
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      Cole, Shawn, and Fanele Mashwama. "Social Finance, Inc." Harvard Business School Case 219-044, October 2018. (Revised January 2019.)
      • September 2018 (Revised January 2019)
      • Case

      Sobha Group Real Estate: Backward Integration for Quality

      By: John Macomber and Alpana Thapar
      From humble beginnings in Kerala, India, Mr. PNC Menon built a reputation for quality, detail, and trustworthiness, earning him major construction commissions in the Gulf region. This paved the way for venturing into real estate development in Dubai, UAE. Striving to... View Details
      Keywords: Real Estate; Backward Integration; Land Acquisition; Raising Capital; Construction; Family Business; Decision Making; Joint Ventures; Quality; Real Estate Industry; Construction Industry; India; Middle East; Dubai
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      Macomber, John, and Alpana Thapar. "Sobha Group Real Estate: Backward Integration for Quality." Harvard Business School Case 219-034, September 2018. (Revised January 2019.)
      • September 2018 (Revised January 2019)
      • Teaching Note

      Gemini Investors

      By: Richard S. Ruback, Royce Yudkoff and Ahron Rosenfeld
      Teaching Note for HBS No. 211-066. Gemini Investors was a private equity firm that targeted equity investments of between $4 million to $6 million per firm. In the period from 2000 to 2015, Gemini had successfully deployed four funds, all licensed as Small Business... View Details
      Keywords: Small & Medium-sized Enterprises; Small Business; Private Equity; Investment Funds; Decision Making; Financial Services Industry; United States
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      Ruback, Richard S., Royce Yudkoff, and Ahron Rosenfeld. "Gemini Investors." Harvard Business School Teaching Note 219-002, September 2018. (Revised January 2019.)
      • September 2018 (Revised August 2021)
      • Teaching Note

      Blackstone at Age 30 and Blackstone at 35

      By: Josh Lerner
      This teaching note is meant to guide in the instruction of HBS No. 316-013 "Blackstone at 30" case. It examines the process of institutionalization and scaling in private equity and alternative investments more generally, looking specifically at how Blackstone's size... View Details
      Keywords: Finance; Blackstone; Alternative Assets; Venture Capital; Private Equity; Business Growth and Maturation; Public Ownership; Cost vs Benefits; Financial Services Industry
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      Lerner, Josh. "Blackstone at Age 30 and Blackstone at 35." Harvard Business School Teaching Note 819-053, September 2018. (Revised August 2021.)
      • September 2018 (Revised June 2019)
      • Case

      THE VELUX FOUNDATIONS: Selecting Impact Funds

      By: Vikram Gandhi, Caitlin Reimers Brumme and Nathaniel Schwalb
      After much internal debate, THE VELUX FOUNDATIONS of Denmark have decided to allocate a small percentage of their investment portfolio to impact investments. Cambridge Associates, one of the leading investment advisory firms in the world, has been engaged to assist... View Details
      Keywords: Impact Investing; Mission-Related Investing; Foundations; Investment; Venture Capital; Corporate Social Responsibility and Impact; Strategy; Investment Funds; Decision Making; Consulting Industry; Financial Services Industry; Denmark; Europe
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      Gandhi, Vikram, Caitlin Reimers Brumme, and Nathaniel Schwalb. "THE VELUX FOUNDATIONS: Selecting Impact Funds." Harvard Business School Case 819-021, September 2018. (Revised June 2019.)
      • 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.)
      • August 2018 (Revised September 2018)
      • Supplement

      LendingClub (B): Decision Trees & Random Forests

      By: Srikant M. Datar and Caitlin N. Bowler
      This case builds directly on the LendingClub (A) case. In this case students follow Emily Figel as she builds two tree-based models using historical LendingClub data to predict, with some probability, whether borrower will repay or default on his loan.
      ... View Details
      Keywords: Data Science; Data Analytics; Decision Trees; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction
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      Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (B): Decision Trees & Random Forests." Harvard Business School Supplement 119-021, August 2018. (Revised September 2018.)
      • August 2018 (Revised September 2018)
      • Supplement

      LendingClub (C): Gradient Boosting & Payoff Matrix

      By: Srikant M. Datar and Caitlin N. Bowler
      This case builds directly on the LendingClub (A) and (B) cases. In this case students follow Emily Figel as she builds an even more sophisticated model using the gradient boosted tree method to predict, with some probability, whether a borrower would repay or default... View Details
      Keywords: Data Analytics; Data Science; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction
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      Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (C): Gradient Boosting & Payoff Matrix." Harvard Business School Supplement 119-022, August 2018. (Revised September 2018.)
      • August 2018
      • Case

      MISHA: Modernizing the World of Shisha

      By: William R. Kerr and Gamze Yucaoglu
      The case opens in 2017 with two of the five co-founders of MISHA telling the company’s CEO Michal Portz that they believe it is time for the global venture to shut down its operations and cease investments. Portz and another co-founder believe MISHA can still... View Details
      Keywords: Innovation And Management; Entrepreneurship; Private Sector; For-profit Firms; Business Strategy; Decision; Business Startups; Emerging Markets; Business Model; Marketing Strategy; Distribution Channels; Market Entry and Exit; Growth and Development Strategy; Competitive Advantage; Value Creation; Decision Choices and Conditions; Technology Industry; Qatar; United States
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      Kerr, William R., and Gamze Yucaoglu. "MISHA: Modernizing the World of Shisha." Harvard Business School Case 819-019, August 2018.
      • July 2018 (Revised August 2018)
      • Case

      Project Helios: Harvesting the Sun

      By: Mark Egan and E. Scott Mayfield
      Aware of the impact that modern society was having on the environment, Ashley Telkes had always tried to be cognizant of her own impact on the environment and to take reasonable steps to mitigate her own effects. Having already implemented a number of passive measures... View Details
      Keywords: Renewable Energy; Personal Finance; Decision Making; Environmental Sustainability
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      Egan, Mark, and E. Scott Mayfield. "Project Helios: Harvesting the Sun." Harvard Business School Case 219-009, July 2018. (Revised August 2018.)
      • July–August 2018
      • Article

      The Other Diversity Dividend

      By: Paul Gompers and Silpa Kovvali
      Researchers have struggled to establish a causal relationship between diversity and financial performance—especially at large companies, where decision rights and incentives can be murky, and the effects of any given choice can be tough to pin down. So the authors... View Details
      Keywords: Diversity; Decision Making; Finance; Performance Improvement; Venture Capital
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      Gompers, Paul, and Silpa Kovvali. "The Other Diversity Dividend." Harvard Business Review 96, no. 4 (July–August 2018): 72–77.
      • June 2018
      • Case

      Burton Sensors, Inc.

      By: William E. Fruhan and Wei Wang
      Burton Sensors presents a realistic situation where a small, rapidly growing, and profitable temperature sensor original equipment manufacturer (OEM) reaches its debt capacity and seeks equity financing to sustain high growth. The president of the company must decide... View Details
      Keywords: Financing and Loans; Acquisition; Investment; Financial Strategy; Decision Choices and Conditions
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      Fruhan, William E., and Wei Wang. "Burton Sensors, Inc." Harvard Business School Brief Case 918-539, June 2018.
      • June 2018 (Revised October 2018)
      • Teaching Note

      Valuing Snap After the IPO Quiet Period (A), (B), and (C)

      By: Marco Di Maggio and Benjamin C. Esty
      Teaching Note for HBS Nos. 218-095, 218-096, and 218-116. View Details
      Keywords: Sell-side Analysts; Underwriters; Investment Banking; Social Network; Discounted Cash Flow; Cost Of Capital; Conflicts Of Interest; Corporate Governance; Advertising; Quiet Period; Business Startups; Digital Marketing; Initial Public Offering; Information Infrastructure; Valuation; Venture Capital; Forecasting and Prediction; Social Media; Advertising Industry; Entertainment and Recreation Industry; Web Services Industry; United States; California
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      Di Maggio, Marco, and Benjamin C. Esty. "Valuing Snap After the IPO Quiet Period (A), (B), and (C)." Harvard Business School Teaching Note 218-101, June 2018. (Revised October 2018.)
      • June 2018 (Revised January 2020)
      • Case

      Renegotiating NAFTA

      By: Laura Alfaro, Haviland Sheldahl-Thomason and Sarah Jeong
      January 1, 2019 marked the 25th anniversary of the North American Free Trade Agreement (NAFTA). Twenty-five years after the landmark trade pact was signed by the United States, Canada, and Mexico, considerable debate surrounded it. Trade and trade agreements were a... View Details
      Keywords: Trade; Negotiation; Agreements and Arrangements; Cost vs Benefits; Auto Industry; United States; Mexico; Canada
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      Alfaro, Laura, Haviland Sheldahl-Thomason, and Sarah Jeong. "Renegotiating NAFTA." Harvard Business School Case 318-143, June 2018. (Revised January 2020.)
      • June 2018 (Revised April 2021)
      • Supplement

      Valuing Snap After the IPO Quiet Period

      By: Benjamin C. Esty, Marco Di Maggio and Greg Saldutte
      Keywords: Sell-side Analysts; Underwriters; Investment Banking; Social Network; Discounted Cash Flow; Cost Of Capital; Conflicts Of Interest; Corporate Governance; Advertising; Quiet Period; Business Startups; Digital Marketing; Initial Public Offering; Information Infrastructure; Valuation; Venture Capital; Forecasting and Prediction; Social Media; United States; California
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      Esty, Benjamin C., Marco Di Maggio, and Greg Saldutte. "Valuing Snap After the IPO Quiet Period." Harvard Business School Spreadsheet Supplement 218-726, June 2018. (Revised April 2021.)
      • June 2018 (Revised April 2021)
      • Case

      Valuing Snap After the IPO Quiet Period (A)

      By: Marco Di Maggio, Benjamin C. Esty and Gregory Saldutte
      Snap, the disappearing message app, went public at $17 per share on March 2, 2017, making its two 20-something founders the youngest self-made billionaires in the country. Over the next three weeks, 14 analysts made investment recommendations on Snap: two with buy... View Details
      Keywords: Sell-side Analysts; Underwriters; Investment Banking; Social Network; Discounted Cash Flow; Cost Of Capital; Conflicts Of Interest; Corporate Governance; Advertising; Quiet Period; "DCF Valuation,"; Business Startups; Digital Marketing; Initial Public Offering; Information Infrastructure; Valuation; Venture Capital; Forecasting and Prediction; Social Media; Advertising Industry; Entertainment and Recreation Industry; Web Services Industry; United States; California
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      Di Maggio, Marco, Benjamin C. Esty, and Gregory Saldutte. "Valuing Snap After the IPO Quiet Period (A)." Harvard Business School Case 218-095, June 2018. (Revised April 2021.)
      • June 2018
      • Supplement

      Valuing Snap After the IPO Quiet Period (B)

      By: Marco Di Maggio and Benjamin C. Esty
      Analyzes Snap’s value and analyst recommendations following the events described in the (A) case. View Details
      Keywords: Sell-side Analysts; Underwriters; Investment Banking; Social Network; Discounted Cash Flow; Cost Of Capital; Conflicts Of Interest; Corporate Governance; Advertising; Quiet Period; Business Startups; Digital Marketing; Initial Public Offering; Information Infrastructure; Valuation; Venture Capital; Forecasting and Prediction; Social Media; Advertising Industry; Entertainment and Recreation Industry; Web Services Industry; United States; California
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      Di Maggio, Marco, and Benjamin C. Esty. "Valuing Snap After the IPO Quiet Period (B)." Harvard Business School Supplement 218-096, June 2018.
      • June 2018
      • Supplement

      Valuing Snap After the IPO Quiet Period (C)

      By: Marco Di Maggio, Benjamin C. Esty and Gregory Saldutte
      Analyzes Snap’s value and analyst recommendations following the events described in the (B) case. View Details
      Keywords: Sell-side Analysts; Underwriters; Investment Banking; Social Network; Discounted Cash Flow; Cost Of Capital; Conflicts Of Interest; Corporate Governance; Advertising; Quiet Period; Business Startups; Digital Marketing; Initial Public Offering; Information Infrastructure; Valuation; Venture Capital; Forecasting and Prediction; Social Media; Advertising Industry; Entertainment and Recreation Industry; Web Services Industry; United States; California
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      Di Maggio, Marco, Benjamin C. Esty, and Gregory Saldutte. "Valuing Snap After the IPO Quiet Period (C)." Harvard Business School Supplement 218-116, June 2018.
      • 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.
      • May 2018 (Revised January 2019)
      • Case

      AirFox (A): Embracing the Blockchain and an ICO

      By: Jeffrey J. Bussgang, Edward B. Berk and Nate Schwalb
      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 Software-as-a-Service (SaaS) to small telecom... 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., Edward B. Berk, and Nate Schwalb. "AirFox (A): Embracing the Blockchain and an ICO." Harvard Business School Case 818-097, May 2018. (Revised January 2019.)
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