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    • All HBS Web  (410)
      • Faculty Publications  (162)

      Equity Valuation Remove Equity Valuation →

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      • 2022
      • Working Paper

      Private Equity Fund Valuation Management during Fundraising

      By: Brian K. Baik
      I investigate whether and how private equity fund managers (GPs) inflate their interim fund valuations (net asset values, or NAVs) during fundraising periods. Specifically, I study the extent to which the GPs inflate NAVs by managing valuation assumptions (e.g.,...  View Details
      Keywords: Private Equity; Institutional Investors; Valuation Multiples; Earnings Management; Private Firms; Valuation; Investment Funds
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      Baik, Brian K. "Private Equity Fund Valuation Management during Fundraising." Harvard Business School Working Paper, No. 23-013, August 2022.
      • Article

      Expected Stock Returns Worldwide: A Log-Linear Present-Value Approach

      By: Akash Chattopadhyay, Matthew R. Lyle and Charles C.Y. Wang
      This study provides the first large-scale study of the performance of expected-return proxies (ERPs) internationally. Analyst-forecast-based ICCs are sparsely populated and not robustly associated with future returns. Earnings-model-forecast-based ICCs are...  View Details
      Keywords: Expected Returns; Discount Rates; Fundamental Valuation; Implied Cost Of Capital; International Equity Markets; Present Value; Investment Return; Equity; Markets; Global Range
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      Chattopadhyay, Akash, Matthew R. Lyle, and Charles C.Y. Wang. "Expected Stock Returns Worldwide: A Log-Linear Present-Value Approach." Accounting Review 97, no. 2 (March 2022): 107–133.
      • February 2022 (Revised March 2022)
      • Case

      Hertz in Bankruptcy: A Wild Ride in Pandemic Times

      By: Samuel Antill, Stuart Gilson and Kristin Mugford
      Hertz filed for Chapter 11 bankruptcy in response to asset-backed securities (ABS) obligations and the COVID-19 pandemic. Enthusiastic Robinhood investors and shrewd negotiating tactics helped Hertz stabilize. Roughly nine months into the bankruptcy, Hertz received...  View Details
      Keywords: Bankruptcy Reorganization; COVID-19 Pandemic; Insolvency and Bankruptcy; Health Pandemics; Valuation; Capital Structure; Negotiation; Private Equity; Travel Industry; United States
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      Antill, Samuel, Stuart Gilson, and Kristin Mugford. "Hertz in Bankruptcy: A Wild Ride in Pandemic Times." Harvard Business School Case 222-064, February 2022. (Revised March 2022.)
      • February 2022
      • Supplement

      SpartanNash Company: The Amazon Warrants (A)

      By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
      As of 12/31/21, Amazon held $22 billion of equity and warrants in related companies. In fact, it often requests a free grant of warrants when it enters into a new commercial agreement with a supplier. Over the past 20 years, Amazon has gotten warrants almost 20...  View Details
      Keywords: Valuation; Value Creation; Consumer Behavior; Negotiation; Distribution; Ownership; Partners and Partnerships; Business Strategy; Equity; Distribution Industry; Food and Beverage Industry; United States
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      Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "SpartanNash Company: The Amazon Warrants (A)." Harvard Business School Spreadsheet Supplement 222-704, February 2022.
      • January 2022
      • Supplement

      Kornit Digital: The Amazon Warrants (C)

      By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
      As of 12/31/21, Amazon held $22 billion of equity and warrants in related companies. In fact, it often requests a free grant of warrants when it enters into a new commercial agreement with a supplier. Over the past 20 years, Amazon has gotten warrants almost 20...  View Details
      Keywords: Valuation; Value Creation; Consumer Behavior; Negotiation; Distribution; Ownership; Partners and Partnerships; Business Strategy; Equity; Distribution Industry; Food and Beverage Industry; United States
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      Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "Kornit Digital: The Amazon Warrants (C)." Harvard Business School Supplement 222-045, January 2022.
      • January 2022
      • Case

      SpartanNash Company: The Amazon Warrants (A)

      By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
      As of 12/31/21, Amazon held $22 billion of equity and warrants in related companies. In fact, it often requests a free grant of warrants when it enters into a new commercial agreement with a supplier. Over the past 20 years, Amazon has gotten warrants in almost 20...  View Details
      Keywords: Valuation; Value Creation; Consumer Behavior; Negotiation; Distribution; Ownership; Partners and Partnerships; Business Strategy; Equity; Distribution Industry; Food and Beverage Industry; United States
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      Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "SpartanNash Company: The Amazon Warrants (A)." Harvard Business School Case 222-022, January 2022.
      • January 2022
      • Supplement

      SpartanNash Company: The Amazon Warrants (B)

      By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
      A continuation of the events described in the (A) Case, “SpartanNash Company: The Amazon Warrants,” (HBS Case No. 222-022).  View Details
      Keywords: Valuation; Value Creation; Consumer Behavior; Negotiation; Distribution; Ownership; Partners and Partnerships; Business Strategy; Equity; Distribution Industry; Food and Beverage Industry; United States
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      Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "SpartanNash Company: The Amazon Warrants (B)." Harvard Business School Supplement 222-033, January 2022.
      • January 2022
      • Background Note

      Residual Income Valuation Model

      By: Charles C.Y. Wang and Albert Shin
      This note explains the residual income valuation model (RIM), how it relates to "traditional" valuation models, the intuition behind its use, and empirical research related to its value relevance. RIM is theoretically equivalent to the dividend discount model and the...  View Details
      Keywords: Residual Income Valuation; Valuation; Research; Theory; Measurement and Metrics; Performance; Financial Management; Business Strategy
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      Wang, Charles C.Y., and Albert Shin. "Residual Income Valuation Model." Harvard Business School Background Note 122-070, January 2022.
      • Article

      Core Earnings: New Data and Evidence

      By: Ethan Rouen, Eric C. So and Charles C.Y. Wang
      Using a novel dataset, we show that components of firms' GAAP earnings stemming from ancillary business activities or transitory shocks are significant in frequency and magnitude. These components have grown over time and are dispersed across various sections of the...  View Details
      Keywords: Core Earnings; Transitory Earnings; Non-operating Earnings; Quantitative Disclosures; Equity Valuation; Big Data; Business Earnings; Financial Reporting; Valuation; Analytics and Data Science
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      Rouen, Ethan, Eric C. So, and Charles C.Y. Wang. "Core Earnings: New Data and Evidence." Journal of Financial Economics 142, no. 3 (December 2021): 1068–1091.
      • March 2021 (Revised August 2021)
      • Case

      Apax Partners and Duck Creek Technologies

      By: Josh Lerner, Terrence Shu and Alys Ferragamo
      This case follows Jason Wright and Umang Kajaria at Apax Partners as they consider an investment in Duck Creek Technologies, a technology provider for property & casualty insurance companies. The deal required a complex carve-out from Accenture, Duck Creek’s parent...  View Details
      Keywords: Carve-out; Private Equity; Insurance; Investment; Operations; Valuation; Financial Strategy; New York (city, NY)
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      Lerner, Josh, Terrence Shu, and Alys Ferragamo. "Apax Partners and Duck Creek Technologies." Harvard Business School Case 221-075, March 2021. (Revised August 2021.)
      • 2020
      • Working Paper

      Determinants of Early-Stage Startup Performance: Survey Results

      By: Thomas R. Eisenmann
      To explore determinants of new venture performance, the CEOs of 470 early-stage startups were surveyed regarding a broad range of factors related to their venture’s customer value proposition, product management, marketing, technology and operations, financial...  View Details
      Keywords: Startups; Survey Research; Performance Analysis; Entrepreneurship; Performance; Analysis; Business Startups; Failure; Surveys
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      Eisenmann, Thomas R. "Determinants of Early-Stage Startup Performance: Survey Results." Harvard Business School Working Paper, No. 21-057, October 2020.
      • September 2020
      • Case

      Summit Partners: Independent Vetcare

      By: Victoria Ivashina and Terrence Shu
      This case follows Summit Partners, a leading growth equity firm, as it evaluates an investment opportunity in IVC, a veterinary care group in the U.K. market. The case allows students to articulate and evaluate the investment thesis of this transaction. Additionally,...  View Details
      Keywords: Growth Equity; Investment Evaluation; Private Equity; Investment; Decision Making; Valuation
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      Ivashina, Victoria, and Terrence Shu. "Summit Partners: Independent Vetcare." Harvard Business School Case 221-024, September 2020.
      • August 2020
      • Technical Note

      Discounted Cash Flows (DCF) Valuation Methods and Their Application in Private Equity

      By: Victoria Ivashina
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      Ivashina, Victoria. "Discounted Cash Flows (DCF) Valuation Methods and Their Application in Private Equity." Harvard Business School Technical Note 221-012, August 2020.
      • June 2020
      • Teaching Note

      Shiseido Acquires Drunk Elephant

      By: Jill Avery
      On October 7, 2019, the Shiseido Group announced that it would acquire clean skincare brand Drunk Elephant for $845 million, a valuation of 8.5 times sales. Did Shiseido pay too much or too little for this brand asset? How much was the Drunk Elephant brand worth and...  View Details
      Keywords: Brand Management; Brand Valuation; Brand Equity; Brand Value; Mergers & Acquisitions; Startup; DTC; Brand Portfolio Strategy; Marketing; Marketing Strategy; Brands and Branding; Mergers and Acquisitions; Valuation; Entrepreneurship; Business Startups; Beauty and Cosmetics Industry; Consumer Products Industry; United States; Japan; Asia; North America
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      Avery, Jill. "Shiseido Acquires Drunk Elephant." Harvard Business School Teaching Note 520-121, June 2020.
      • May 2020 (Revised October 2021)
      • Case

      Valuing Peloton

      By: E. Scott Mayfield
      Peloton Interactive, a well-known venture-capital-backed unicorn in the connected fitness space, recently had gone public with a market capitalization of over $8.0 billion. However, in the weeks following its public debut, Peloton’s stock price had fallen by over 25%....  View Details
      Keywords: Business Model; Public Equity; Initial Public Offering; Disruptive Innovation; Business Strategy; Valuation; Entertainment and Recreation Industry; United States
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      Mayfield, E. Scott. "Valuing Peloton." Harvard Business School Case 220-060, May 2020. (Revised October 2021.)
      • March 2020 (Revised May 2020)
      • Case

      CIAM: Home-Grown Shareholder Activism in France

      By: Charles C.Y. Wang, Tonia Labruyere and Vincent Dessain
      The case discusses the strategy of CIAM, a French activist investment firm, involved in a case of a buy-out of minority shareholders in the telecommunications sector. Altice NV, an international telecommunications company based in the Netherlands that owned more than...  View Details
      Keywords: Corporate Governance; Private Equity; Strategy; Valuation; Investment Activism; Financial Services Industry; France
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      Wang, Charles C.Y., Tonia Labruyere, and Vincent Dessain. "CIAM: Home-Grown Shareholder Activism in France." Harvard Business School Case 120-072, March 2020. (Revised May 2020.)
      • December 2019
      • Case

      WeWork Files for an IPO

      By: Lynn S. Paine and Will Hurwitz
      For the board of The We Company—better known as WeWork—August 14, 2019, promised to be a pivotal day. It was then that WeWork’s IPO prospectus, known as an S-1 filing, would be made public, giving potential investors, the media, and the general public a window into the...  View Details
      Keywords: Capital Structure; Corporate Accountability; Corporate Governance; Going Public; Leadership; Management; Private Equity; Valuation; Venture Capital; Real Estate Industry; Technology Industry; United States
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      Paine, Lynn S., and Will Hurwitz. "WeWork Files for an IPO." Harvard Business School Case 320-063, December 2019.
      • November 2019 (Revised June 2020)
      • Case

      Shiseido Acquires Drunk Elephant

      By: Jill Avery
      On October 7, 2019, the Shiseido Group announced that it would acquire clean skincare brand Drunk Elephant for $845 million, a valuation of 8.5 times sales. Did Shiseido pay too much or too little for this brand asset? How much was the Drunk Elephant brand worth and...  View Details
      Keywords: Personal Care; Startup; Brand Equity; Brand Valuation; Brand Value; Brand Storytelling; Brand Management; Brands and Branding; Valuation; Marketing; Marketing Strategy; Mergers and Acquisitions; Entrepreneurship; Business Startups; Beauty and Cosmetics Industry; Consumer Products Industry; United States; Japan
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      Avery, Jill. "Shiseido Acquires Drunk Elephant." Harvard Business School Case 520-052, November 2019. (Revised June 2020.)
      • November 2019
      • Teaching Note

      Actera Group: Investing in Mars Cinema Group (A) and (B)

      By: Victoria Ivashina and Jeffrey Boyar
      In summer of 2010, Murat Çavuşoğlu (HBS MBA 1994) led private equity firm Actera Group’s investment in Mars Cinema Group (Mars), the leading movie exhibitor in Turkey. Immediately after acquiring Mars and merging it with the second larger player in the market, AFM,...  View Details
      Keywords: Private Equity; Value Creation; Transformation; Valuation; Entertainment and Recreation Industry; Motion Pictures and Video Industry; Turkey
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      Ivashina, Victoria, and Jeffrey Boyar. "Actera Group: Investing in Mars Cinema Group (A) and (B)." Harvard Business School Teaching Note 220-045, November 2019.
      • October 2019 (Revised December 2019)
      • Case

      BC Partners: Acuris

      By: Victoria Ivashina and Terrence Shu
      This case follows Nikos Stathopoulos, Managing Partner of BC Partners, as he and his team evaluate the potential sale of one of BC Partners’ portfolio companies, Acuris. Acuris was a global financial intelligence, news, and data company that had been acquired by BC...  View Details
      Keywords: Fund Management; Fund Raising; Leveraged Buyout; Buyout; Portfolio Management; Operations Improvement; Exit; Exit Strategy; Valuation Ratios; Finance; Private Equity; Leveraged Buyouts; Operations; Performance Improvement; Acquisition; Valuation
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      Ivashina, Victoria, and Terrence Shu. "BC Partners: Acuris." Harvard Business School Case 220-041, October 2019. (Revised December 2019.)
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