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  • All HBS Web  (277)
    • Faculty Publications  (21)

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    • All HBS Web  (277)
      • Faculty Publications  (21)

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      • August 2023 (Revised July 2024)
      • Technical Note

      Power-to-X

      By: Willy Shih, Michael W. Toffel and Kelsey Carter
      To reduce greenhouse gas emissions that were contributing to climate change, the world needs to transition from fossil fuels to renewable energy sources. Power-to-X (PtX) refers to an array of processes that convert electricity (power) to various gaseous and liquid... View Details
      Keywords: Environmental Strategies; Climate Change; Environmental Sustainability; Transition; Renewable Energy; Energy Industry
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      Shih, Willy, Michael W. Toffel, and Kelsey Carter. "Power-to-X." Harvard Business School Technical Note 624-038, August 2023. (Revised July 2024.)
      • February 2022
      • Teaching Note

      AptDeco: Circular Economy Furniture Marketplace

      By: Ayelet Israeli
      Teaching Note for HBS Case No. 521-069. AptDeco, a used furniture marketplace, was growing rapidly in the tri-state area. The co-founders were confident that the business model, financial position, and unit economics positioned AptDeco for scaling in the massive $120... View Details
      Keywords: E-Commerce Strategy; Mobile; Word-of-Mouth; Word Of Mouth; Word-of-mouth Marketing; Internet Marketing; Growth Strategy; Platform; Platforms; Two Sided Markets; Two-sided Market; Two-sided Marketplace; Two-Sided Markets; Two-sided Network; Black Entrepreneurs; Black Leadership; African Americans; African-American Protagonist; Circular; Peer-to-peer Markets; Furniture Industry; Growth Hacking; Monetization Strategy; Growth Management; Marketing Strategy; Entrepreneurship; Digital Platforms; Marketing Channels; Digital Marketing; Consumer Behavior; Acquisition; Retention; Growth and Development Strategy; Customer Focus and Relationships; Expansion; Brands and Branding; E-commerce; Retail Industry; Consumer Products Industry; Technology Industry; Web Services Industry; United States; North America; New York (city, NY); New York (state, US)
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      Israeli, Ayelet. "AptDeco: Circular Economy Furniture Marketplace." Harvard Business School Teaching Note 522-078, February 2022.
      • February 2021
      • Tutorial

      Assessing Prediction Accuracy of Machine Learning Models

      By: Michael Toffel and Natalie Epstein
      This video describes how to assess the accuracy of machine learning prediction models, primarily in the context of machine learning models that predict binary outcomes, such as logistic regression, random forest, or nearest neighbor models. After introducing and... View Details
      Keywords: Statistics; Experiments; Forecasting and Prediction; Performance Evaluation; AI and Machine Learning
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      Toffel, Michael, and Natalie Epstein. Assessing Prediction Accuracy of Machine Learning Models. Harvard Business School Tutorial 621-706, February 2021. (Click here to access this tutorial.)
      • May 2020
      • Teaching Note

      Shiseido: Reinvesting in Brand

      By: Jill Avery
      Teaching Note for HBS Case No. 519-026. Shiseido was in the midst of a six year corporate turnaround, trying to reverse the effects of decades of under-investment in R&D and marketing that had led to a vicious cycle of declining customer support and brand value. Would... View Details
      Keywords: Brand Management; Marketing ROI; Brand Portfolio Strategy; Growth Strategy; Marketing; Marketing Strategy; Brands and Branding; Growth and Development Strategy; Beauty and Cosmetics Industry; Consumer Products Industry; Japan; Asia
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      Avery, Jill. "Shiseido: Reinvesting in Brand." Harvard Business School Teaching Note 520-116, May 2020.
      • April 2020
      • Teaching Note

      Oaktree: Pierre Foods Investment

      By: Victoria Ivashina, Michael Harmon and Terrence Shu
      Teaching Note for HBS No. 219-018. This case is a setting to discuss “loan to own” investment strategy that is often pursued by distressed investors. The aftermath of the 2007 financial crisis left many companies with poor liquidity and limited ability to obtain... View Details
      Keywords: Distress Investing; Investment; Debt Securities; Strategy; Restructuring
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      Ivashina, Victoria, Michael Harmon, and Terrence Shu. "Oaktree: Pierre Foods Investment." Harvard Business School Teaching Note 220-083, April 2020.
      • October 2019
      • Teaching Note

      Granite Equity Partners

      By: Victoria Ivashina and Terrence Shu
      This teaching note accompanies HBS case 219-040, “Granite Equity Partners,” which follows the private equity firm as it evaluates the potential acquisition of Tyrell Corp., a Minnesota-based quality control biomaterials company. Granite Equity’s fund was different from... 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; Minnesota; United States
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      Ivashina, Victoria, and Terrence Shu. "Granite Equity Partners." Harvard Business School Teaching Note 820-062, October 2019.
      • 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.
      • June 2017
      • Teaching Note

      The De Beers Group: Exploring the Diamond Reselling Opportunity

      By: Benjamin C. Esty, Daniel P. Gross and Lauren G. Pickle
      In September 2014, Tom Montgomery (SVP of strategic initiatives at the De Beers Group) and his team launched a pilot program in the United States to explore $1 billion diamond market for pre-owned (recycled) diamonds. According to Montgomery, the motivation for the... View Details
      Keywords: Diamonds; Go-to-market Strategy; Secondary Market; Willingness To Pay; Pilot Program; Strategy Development; Strategy Execution; Scope; Marketing; Advertising; Branding; Customer Value; Pawn Shops; Jewelry; Supply And Demand; Corporate Strategy; Business Strategy; Vertical Integration; Advertising Campaigns; Value Creation; Retail Industry; Consumer Products Industry; Advertising Industry; Mining Industry; United States; United Kingdom; Africa; Botswana; South Africa; Namibia
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      Esty, Benjamin C., Daniel P. Gross, and Lauren G. Pickle. "The De Beers Group: Exploring the Diamond Reselling Opportunity." Harvard Business School Teaching Note 717-481, June 2017.
      • 2016
      • Working Paper

      Alternative Paths of Green Entrepreneurship: The Environmental Legacies of The North Face's Doug Tompkins and Patagonia's Yvon Chouinard

      By: Geoffrey Jones and Ben Gettinger
      This working paper examines the impact of two entrepreneurs who offered alternative paths to reach their shared goal of a more sustainable world. Yvon Chouinard and Doug Tompkins were respective founders of the prominent outdoor apparel brands Patagonia and The North... View Details
      Keywords: Corporate Social Responsibility and Impact; Entrepreneurship; Environmental Sustainability; Apparel and Accessories Industry
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      Jones, Geoffrey, and Ben Gettinger. "Alternative Paths of Green Entrepreneurship: The Environmental Legacies of The North Face's Doug Tompkins and Patagonia's Yvon Chouinard." Harvard Business School Working Paper, No. 17-034, October 2016.
      • 2014
      • Other Teaching and Training Material

      Entrepreneurship Reading: Financing Entrepreneurial Ventures

      By: William R. Kerr, Ramana Nanda and James McQuade
      "Financing Entrepreneurial Ventures" introduces students to the key issues involved in the financing of entrepreneurial enterprises. The Reading begins by examining how business models shape external financing requirements. It then contrasts the choice to bootstrap... View Details
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      Kerr, William R., Ramana Nanda, and James McQuade. "Entrepreneurship Reading: Financing Entrepreneurial Ventures." Core Curriculum Readings Series. Harvard Business Publishing 8072, 2014.
      • August 2014 (Revised March 2015)
      • Case

      Molycorp: Morgan Brothers' Reverse Convertible Notes (C)

      By: Benjamin C. Esty and E. Scott Mayfield
      In August 2011, Morgan Brothers Bank was issuing a $2.5 million reverse convertible note with payoffs linked to the price of Molycorp's common stock. These financially engineered securities were just one of many kinds of structured notes available in the retail market.... View Details
      Keywords: Structured Products; Reverse Convertible Notes; Replication; Option Pricing; Bond Pricing; Financial Engineering; Valuation; Metals and Minerals; Debt Securities; Finance; Investment; Mining Industry; Financial Services Industry; Canada; California
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      Esty, Benjamin C., and E. Scott Mayfield. "Molycorp: Morgan Brothers' Reverse Convertible Notes (C)." Harvard Business School Case 215-002, August 2014. (Revised March 2015.)
      • February 2014
      • Background Note

      Raising Startup Capital

      By: Jeffrey Bussgang
      Entrepreneurs typically focus their full energies on business-building. But raising capital is a core part of building a valuable business. Developing expertise in raising capital is more than a necessary evil, it is a competitive weapon. Master it and you will be in a... View Details
      Keywords: Fund Raising; Venture Capital Term Sheet; Venture Creation/development; Venture Investing; Venture Philanthropy; Entrepreneurial Finance; Entrepreneurial Management; Entrepreneurs; Jumpstart Our Business Startups (JOBS) Act; Non-equity Financing; Convertible Notes; Convertible Debt; Debt Financing; Raising Capital; National Venture Capital Association; Venture Capital Firm Compensation; Crowdfunding; Crowd-funding; Startup; Start-up; Startup Management; Startups; Angel Investors; Angels; Accelerator; Venture Capital; Financing and Loans; Entrepreneurship; Business Startups; Financial Services Industry; United States
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      Bussgang, Jeffrey. "Raising Startup Capital." Harvard Business School Background Note 814-089, February 2014.
      • September 2012 (Revised September 2016)
      • Background Note

      Convertible Notes in Seed Financings

      By: Ramana Nanda, William R. Kerr and Robert F. White
      This note introduces convertible notes in angel financing. It begins by delineating the differences between a priced and non-priced round. It then describes a specific example of a convertible note, with attention paid to technical details regarding valuation caps. View Details
      Keywords: Financing; Finance; Entrepreneurship
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      Nanda, Ramana, William R. Kerr, and Robert F. White. "Convertible Notes in Seed Financings." Harvard Business School Background Note 813-017, September 2012. (Revised September 2016.)
      • June 2012 (Revised March 2015)
      • Teaching Note

      PunchTab, Inc.

      By: Ramana Nanda and William R. Kerr
      A Teaching Note for the PunchTab case, which discusses how high-tech startups structure seed financing, merits of angels vs. super angels vs. VCs, and related topics (e.g., convertible notes, priced versus non-priced financing rounds, entrepreneurial finance networks). View Details
      Keywords: Finance; Entrepreneurial Finance; Venture Capital; Entrepreneurship
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      Nanda, Ramana, and William R. Kerr. "PunchTab, Inc." Harvard Business School Teaching Note 812-141, June 2012. (Revised March 2015.)
      • March 2009
      • Article

      Trading Restrictions and Stock Prices

      By: Robin Greenwood
      Firms can manipulate their stock price by limiting the ability of their investors to sell. I examine a series of corporate events in Japan in which firms actively reduced their float—the fraction of shares available to trade—for periods of one to three months, locking... View Details
      Keywords: Equity; Stock Shares; Investment; Investment Return; Price; Market Transactions; Japan
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      Greenwood, Robin. "Trading Restrictions and Stock Prices." Review of Financial Studies 22, no. 3 (March 2009): 509–539.
      • 2004
      • Working Paper

      Regulation and Reaction: The Other Side of Free Banking in Antebellum New York

      By: David A. Moss and Sarah Brennan
      Free banking, which first appeared in the United States in the late 1830s, comprised two essential features: general incorporation for banks and rigorous security requirements for note issue. Because the general incorporation feature is what allowed free entry, it has... View Details
      Keywords: History; Law; Competition; Financial Liquidity; Money; Market Entry and Exit; Financing and Loans; Banks and Banking; Banking Industry
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      Moss, David A., and Sarah Brennan. "Regulation and Reaction: The Other Side of Free Banking in Antebellum New York." Harvard Business School Working Paper, No. 04-038, April 2004.
      • November 2003
      • Teaching Note

      STMicroelectronics N.V., 2003 Convertible Bond Offering (TN)

      By: William E. Fruhan Jr.
      Teaching Note to (9-204-092). View Details
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      Fruhan, William E., Jr. "STMicroelectronics N.V., 2003 Convertible Bond Offering (TN)." Harvard Business School Teaching Note 204-099, November 2003.
      • August 2003 (Revised August 2024)
      • Case

      Fighting the Battle of the Bulge—Evaluating Do Good/Do Well Innovations in Morbid Obesity Treatment

      By: Regina E. Herzlinger and John McDonough
      Many health care innovations appear successful; but fail. This is the first case in the Innovating Health Care course that investigates how to create successful health care innovations. It is part of the first module in the course. This module focuses on how to... View Details
      Keywords: Three Pillars; Industry Analysis; Health Care and Treatment; Innovation and Invention; Innovation and Management; Medical Specialties; Health Industry
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      Herzlinger, Regina E., and John McDonough. "Fighting the Battle of the Bulge—Evaluating Do Good/Do Well Innovations in Morbid Obesity Treatment." Harvard Business School Case 304-009, August 2003. (Revised August 2024.)
      • May 2003
      • Teaching Note

      Argentina's Convertibility Plan (TN)

      By: Rafael M. Di Tella and Ingrid Vogel
      Teaching Note for (9-702-002). View Details
      Keywords: Argentina
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      Di Tella, Rafael M., and Ingrid Vogel. "Argentina's Convertibility Plan (TN)." Harvard Business School Teaching Note 703-039, May 2003.
      • January 1998 (Revised July 2019)
      • Case

      Cafes Monte Bianco: Building a Profit Plan

      By: Robert L. Simons and Antonio Davila
      Alert: This case has been revised since its original publication; all amounts have been converted to euros and the dates have been updated to 2020. If you’ve taught with this case in the past, please note that changes may affect teaching plans and classroom use. Using... View Details
      Keywords: Strategic Planning; Cash Flow; Investment Return; Profit; Financial Statements; Food and Beverage Industry; Italy
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      Simons, Robert L., and Antonio Davila. "Cafes Monte Bianco: Building a Profit Plan." Harvard Business School Case 198-088, January 1998. (Revised July 2019.)
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