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      • Faculty Publications  (34)

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      • September 2021
      • Case

      Vignettes on Professional Service Firm Governance

      By: David G. Fubini, Suraj Srinivasan and Li-Kuan Ni
      The two vignettes within “Vignettes on Professional Service Firm Governance” (HBS No. 122-024) present various issues relating to governance in professional service firms (“PSFs”). In the first, the Managing Director of a U.S. consulting firm contemplates whether to...  View Details
      Keywords: Consulting Firms; Professional Services; Board Of Directors; Professional Service; Global Firm; Executive Leadership; Globalized Firms and Management; Private Equity; Governing and Advisory Boards; Global Strategy; Corporate Governance; Governance Controls; Leadership Development; Leading Change; Emerging Markets; Strategic Planning; Partners and Partnerships; Service Industry; United States; India
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      Fubini, David G., Suraj Srinivasan, and Li-Kuan Ni. "Vignettes on Professional Service Firm Governance." Harvard Business School Case 122-024, September 2021.
      • 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

      Understanding the Brand Equity of Nestlé Crunch Bar

      By: Jill Avery and Gerald Zaltman
      Teaching Note for HBS Case Nos. 519-061 and 519-062. In early 2018, Nestlé announced the sale of its U.S. candy-making division and a select collection of twenty of its confectionery brands, including the Nestlé Crunch Bar, to Ferrero SpA for $2.8 billion. Under the...  View Details
      Keywords: Brand Management; Brand Storytelling; Brand Equity; Market Research; Qualitative Methods; Marketing; Brands and Branding; Marketing Communications; Consumer Behavior; Marketing Strategy; Food and Beverage Industry
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      Avery, Jill, and Gerald Zaltman. "Understanding the Brand Equity of Nestlé Crunch Bar." Harvard Business School Teaching Note 520-124, June 2020.
      • 2019
      • Article

      Time Series Experiments and Causal Estimands: Exact Randomization Tests and Trading

      By: Iavor I Bojinov and Neil Shephard
      We define causal estimands for experiments on single time series, extending the potential outcome framework to dealing with temporal data. Our approach allows the estimation of a broad class of these estimands and exact randomization based p-values for testing causal...  View Details
      Keywords: Causality; Nonparametric; Potential Outcomes; Trading Costs; Mathematical Methods
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      Bojinov, Iavor I., and Neil Shephard. "Time Series Experiments and Causal Estimands: Exact Randomization Tests and Trading." Journal of the American Statistical Association 114, no. 528 (2019): 1665–1682.
      • January 2019
      • Supplement

      Understanding the Brand Equity of Nestlé Crunch Bar (B): Data Analysis

      By: Jill Avery and Gerald Zaltman
      In early 2018, Nestlé announced the sale of its U.S. candy-making division and a select collection of 20 of its confectionery brands, including the Nestlé Crunch Bar, to Ferrero SpA for $2.8 billion. Luckily, an old consumer research study on the Nestlé Crunch Bar...  View Details
      Keywords: Brand Management; Market Research; Brand Positioning; Value Proposition; Consumer Products; Fast Moving Consumer Goods; Qualitative Methods; Zaltman Metaphor Elicitation Technique; ZMET; Data Analysis; Marketing; Marketing Strategy; Brands and Branding; Consumer Behavior; Marketing Communications; Analytics and Data Science; Analysis; Consumer Products Industry; Food and Beverage Industry; Advertising Industry; United States; North America; Italy
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      Avery, Jill, and Gerald Zaltman. "Understanding the Brand Equity of Nestlé Crunch Bar (B): Data Analysis." Harvard Business School Supplement 519-062, January 2019.
      • May 2018
      • Article

      Linda Babcock: Go-getter and Do-gooder

      By: Max Bazerman, Iris Bohnet, Hannah Riley-Bowles and George Loewenstein
      In this tribute to the 2007 recipient of the Jeffrey Z. Rubin Theory‐To‐Practice Award from the International Association for Conflict Management (IACM), we celebrate Linda Babcock's contributions to diverse lines of research, her tireless and effective efforts to put...  View Details
      Keywords: Personal Development and Career; Biography; Research; Negotiation; Leadership; Practice
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      Bazerman, Max, Iris Bohnet, Hannah Riley-Bowles, and George Loewenstein. "Linda Babcock: Go-getter and Do-gooder." Negotiation and Conflict Management Research 11, no. 2 (May 2018): 130–145.
      • February 2018 (Revised October 2019)
      • Technical Note

      The Art and Science of Brand Valuation

      By: Jill Avery
      Brand valuation, the art and science of calculating the economic value accruing to a firm from its use of an intangible brand asset, yields frustratingly inconsistent, discrepant, and, therefore, controversial results. While it is widely accepted that brands are...  View Details
      Keywords: Brand Valuation; Brand Value; Brand; Brand Management; Marketing ROI; Brand Equity; Analytics; Return On Investment; Brands and Branding; Valuation; Marketing; Marketing Strategy; Investment Return; Consumer Behavior; Advertising Industry; Consumer Products Industry; Apparel and Accessories Industry; Auto Industry; Beauty and Cosmetics Industry; Electronics Industry; Fashion Industry; Food and Beverage Industry
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      Avery, Jill. "The Art and Science of Brand Valuation." Harvard Business School Technical Note 518-086, February 2018. (Revised October 2019.)
      • January 2018 (Revised October 2019)
      • Case

      Christie's and Leonardo da Vinci's Salvator Mundi: The Value of a Brand

      By: Jill Avery
      A 16th century Renaissance masterpiece, missing for 137 years, believed by many to have been destroyed and then rediscovered less than a decade ago, becomes the most expensive painting ever sold, all the while surrounded by controversy. Did the buyer of Leonardo da...  View Details
      Keywords: Brands; Brand Valuation; Art Collector; Arts Marketing; Auction House; Auctions; Luxury Brand; Luxury Consumers; Luxury Goods; Marketing; Valuation; Marketing Strategy; Arts; Luxury; Value; Brands and Branding; Fine Arts Industry; Italy; United Kingdom; Europe; United States; United Arab Emirates
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      Avery, Jill. "Christie's and Leonardo da Vinci's Salvator Mundi: The Value of a Brand." Harvard Business School Case 518-066, January 2018. (Revised October 2019.)
      • August 2017
      • Case

      Altoona State Investment Board & Bain Capital Fund XI

      By: Josh Lerner and Ted Berk
      Considers the decision faced by state pension fund manager Rod Calhoun as he decides whether to invest $200 million in Bain Capital's eleventh global buyout fund: Bain Capital Fund XI. For the fund, Bain was offering its limited partners a choice among three different...  View Details
      Keywords: Equity Method; Leveraged Buyout; Management Buyout; Capital; Design; Entrepreneurship; Finance; Leveraged Buyouts; Management; Private Equity; Venture Capital; Banking Industry; Massachusetts
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      Lerner, Josh, and Ted Berk. "Altoona State Investment Board & Bain Capital Fund XI." Harvard Business School Case 218-022, August 2017.
      • July 2017 (Revised January 2020)
      • Background Note

      Primer on Multiples Valuation and Its Use in the Private Equity Industry

      By: Victoria Ivashina and Henrik Boe
      This note explores the mechanics of multiples, different types of multiples, when and how to use them, and common pitfalls associated with multiples valuation. While a multiples approach is a very convenient valuation method, breaking down the underlying assumptions...  View Details
      Keywords: Valuation Methods; Multiples; Private Equity; Valuation; Measurement and Metrics
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      Ivashina, Victoria, and Henrik Boe. "Primer on Multiples Valuation and Its Use in the Private Equity Industry." Harvard Business School Background Note 218-017, July 2017. (Revised January 2020.)
      • 2015
      • Working Paper

      The Impact of Funds: An Evaluation of CDC 2004-12

      By: Josh Lerner, Ann Leamon, Steve Dew and Dong Ik Lee
      CDC was founded in 1948 as part of the U.K. government's efforts to develop the economic resources of Britain's remaining colonies. Since then, CDC has pursued a series of strategies to "do good without losing money," as its original mission was phrased. Its approach...  View Details
      Keywords: Investment Funds; Great Britain
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      Lerner, Josh, Ann Leamon, Steve Dew, and Dong Ik Lee. "The Impact of Funds: An Evaluation of CDC 2004-12." Working Paper, October 2015.
      • July–August 2013
      • Article

      A Joint Model of Usage and Churn in Contractual Settings

      By: Eva Ascarza and Bruce G.S. Hardie
      As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers...  View Details
      Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior
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      Ascarza, Eva, and Bruce G.S. Hardie. "A Joint Model of Usage and Churn in Contractual Settings." Marketing Science 32, no. 4 (July–August 2013): 570–590.
      • 2012
      • Article

      Mutual Fund Trading Pressure: Firm-Level Stock Price Impact and Timing of SEOs

      By: Mozaffar N. Khan, Leonid Kogan and George Serafeim
      In tests of the equity market timing theory of external finance, the prior literature has used overvaluation identifiers such as high market-to-book and high prior returns that are likely correlated with other determinants of SEOs. We use price pressure resulting from...  View Details
      Keywords: Equity; Market Transactions; Valuation; Capital Structure; Market Timing; Mathematical Methods; Acquisition
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      Khan, Mozaffar N., Leonid Kogan, and George Serafeim. "Mutual Fund Trading Pressure: Firm-Level Stock Price Impact and Timing of SEOs." Journal of Finance 67, no. 4 (August 2012): 1371–1395.
      • 2012
      • Casebook

      Venture Capital & Private Equity: A Casebook (5th Edition)

      By: Josh Lerner, Felda Hardymon and Ann Leamon
      Venture Capital & Private Equity: A Casebook, 5th edition provides an understanding of the ways in which private equity groups work. The casebook builds an understanding of the key distinctions in the industry and reviews and applies key ideas of corporate finance. The...  View Details
      Keywords: Venture Capital; Private Equity; Books
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      Lerner, Josh, Felda Hardymon, and Ann Leamon. Venture Capital & Private Equity: A Casebook (5th Edition). New York: John Wiley & Sons, 2012. (New York: John Wiley & Sons, 2001 (second edition) (with Felda Hardymon). Beijing: Economic Science Press, 2002 (Chinese translation of the second edition). Tokyo: Toyo Keizai Shinposha, 2003 (Japanese translation of the second edition). New York: John Wiley and Sons, 2004 (third edition) (with Felda Hardymon and Ann Leamon). New York: John Wiley & Sons, 2008 (fourth edition) (with Felda Hardymon and Ann Leamon). Beijing: CITIC Press, 2013 (Chinese translation of the fifth edition).)
      • October 2011 (Revised December 2011)
      • Case

      Vignette: Alternative Liquidity Options

      By: Felda Hardymon, Josh Lerner and Ann Leamon
      The growth of companies that facilitate the sales of unregistered stock, such as that granted to employees of successful but long-private companies, has raised a number of questions among regulators, investors, and company founders. This brief vignette sketches out...  View Details
      Keywords: Financial Liquidity; Private Equity; Stocks; Business Growth and Maturation; Sales
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      Hardymon, Felda, Josh Lerner, and Ann Leamon. "Vignette: Alternative Liquidity Options." Harvard Business School Case 812-070, October 2011. (Revised December 2011.)
      • July 2011
      • Article

      Kidney Paired Donation

      By: C. Bradley Wallis, Kannan P. Samy, Alvin E. Roth and Michael A. Rees
      Kidney paired donation (KPD) was first suggested in 1986, but it was not until 2000 when the first paired donation transplant was performed in the U.S. In the past decade, KPD has become the fastest growing source of transplantable kidneys, overcoming the barrier faced...  View Details
      Keywords: Philanthropy and Charitable Giving; Health Care and Treatment; Growth and Development Strategy; Success; Problems and Challenges; Programs; System; United States
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      Wallis, C. Bradley, Kannan P. Samy, Alvin E. Roth, and Michael A. Rees. "Kidney Paired Donation." Nephrology, Dialysis, Transplantation 26, no. 7 (July 2011): 2091–2099.
      • March 2011 (Revised November 2011)
      • Case

      Harmonic Hearing Co.

      By: Howard H. Stevenson and Craig H. Stephenson
      Harmonic is a small, privately held manufacturer of hearing aids. Harriet Burns and Marc Davis, two employees at Harmonic, have an opportunity to purchase the company from the founder. As well-informed insiders who understand the industry, Burns and Davis believe the...  View Details
      Keywords: Debts; Quantitative Analysis; Financing; Entrepreneurial Finance; Development Stage Enterprises; Small & Medium-sized Enterprises; Small Business; Business Growth and Maturation; Cash Flow; Mathematical Methods; Entrepreneurship; Financing and Loans; Borrowing and Debt; Equity; Manufacturing Industry
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      Stevenson, Howard H., and Craig H. Stephenson. "Harmonic Hearing Co." Harvard Business School Brief Case 114-271, March 2011. (Revised November 2011.)
      • September 2010
      • Article

      Do Inventory and Gross Margin Data Improve Sales Forecasts for U.S. Public Retailers?

      By: Saravanan Kesavan, Vishal Gaur and Ananth Raman
      Firm-level sales forecasts for retailers can be improved if we incorporate cost of goods sold, inventory, and gross margin (defined here as the ratio of sales to cost of goods sold) as three endogenous variables. We construct a simultaneous equations model, estimated...  View Details
      Keywords: Sales; Forecasting and Prediction; Distribution; Goods and Commodities; Cost; Public Sector; Profit; Mathematical Methods; Data and Data Sets; Retail Industry; United States
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      Kesavan, Saravanan, Vishal Gaur, and Ananth Raman. "Do Inventory and Gross Margin Data Improve Sales Forecasts for U.S. Public Retailers?" Management Science 56, no. 9 (September 2010).
      • 2009
      • Working Paper

      Systemic Risk and the Refinancing Ratchet Effect

      By: Amir E. Khandani, Andrew W. Lo and Robert C. Merton
      The confluence of three trends in the U.S. residential housing market—rising home prices, declining interest rates, and near-frictionless refinancing opportunities—led to vastly increased systemic risk in the financial system. Individually, each of these trends is...  View Details
      Keywords: Housing; Mortgages; Risk and Uncertainty; Value; Mathematical Methods; Real Estate Industry; United States
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      Khandani, Amir E., Andrew W. Lo, and Robert C. Merton. "Systemic Risk and the Refinancing Ratchet Effect." NBER Working Paper Series, No. 15362, September 2009.
      • March 2008 (Revised February 2009)
      • Case

      Transparent Value LLC

      By: Sharon P. Katz, Krishna G. Palepu and Aldo Sesia, Jr.
      Leading index company Dow Jones recently signed a license and joint marketing agreement with Transparent Value LLC, the creator of a new fundamentals-based valuation methodology. The agreement allowed Dow Jones to offer a family of indexes based on the Transparent...  View Details
      Keywords: Asset Management; Stocks; Price; Performance Expectations; Mathematical Methods; Valuation
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      Katz, Sharon P., Krishna G. Palepu, and Aldo Sesia, Jr. "Transparent Value LLC." Harvard Business School Case 108-069, March 2008. (Revised February 2009.)
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