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    • Research  (601)
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  • Faculty Publications  (435)

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  • All HBS Web  (762)
    • News  (76)
    • Research  (601)
    • Events  (1)
  • Faculty Publications  (435)
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  • December 2004
  • Article

Market Valuation and Merger Waves

By: Matthew Rhodes-Kropf and S. Viswanathan
Does valuation affect mergers? Data suggest that periods of stock merger activity are correlated with high market valuations. The naïve explanation that overvalued bidders wish to use stock is incomplete because targets should not be eager to accept stock. However, we... View Details
Keywords: Mergers and Acquisitions; Valuation; Market Transactions; Value; Cash; Stocks; Corporate Social Responsibility and Impact; Bids and Bidding; Market Design; Stock Shares; Accounting Audits; Performance Evaluation
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Rhodes-Kropf, Matthew, and S. Viswanathan. "Market Valuation and Merger Waves." Journal of Finance 59, no. 6 (December 2004): 2685–2718.
  • November 2020
  • Background Note

Valuation in Emerging Markets

By: Paul A. Gompers
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Gompers, Paul A. "Valuation in Emerging Markets." Harvard Business School Background Note 221-054, November 2020.
  • October 2005 (Revised January 2009)
  • Background Note

Corporate Valuation and Market Multiples

By: Timothy A. Luehrman
Provides a basic introduction to the use of market multiples for business valuation. Explains the method's reliance on the Law of One Price, sets forth the basic steps for using the method, and reviews some practical issues arising in its application. View Details
Keywords: Business Ventures; Price; Market Transactions; Mathematical Methods; Valuation
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Luehrman, Timothy A. "Corporate Valuation and Market Multiples." Harvard Business School Background Note 206-039, October 2005. (Revised January 2009.)
  • May 2002
  • Background Note

Project Valuation in Emerging Markets

Reviews the issues managers face when attempting to value projects abroad. These include dealing with multiple currencies, adjusting for country and industry risk, and considering expropriation and devaluation risk. View Details
Keywords: Valuation; Emerging Markets; Projects
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Kennedy, Robert E. "Project Valuation in Emerging Markets." Harvard Business School Background Note 702-077, May 2002.
  • Article

Brand Values and Capital Market Valuation

By: Mary Barth, Michael B. Clement, George Foster and Ron Kasznik
Brand value estimates are significantly positively related to prices and returns, incremental to accounting variables. Questionable brand value estimate reliability underlies lack of financial statement recognition for brands. Findings suggest estimates are relevant... View Details
Keywords: Brands and Branding; Valuation
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Barth, Mary, Michael B. Clement, George Foster, and Ron Kasznik. "Brand Values and Capital Market Valuation." Review of Accounting Studies 3, nos. 1-2 (1998): 41–68.
  • 2022
  • Working Paper

The Stock Market Value of Human Capital Creation

By: Matthias Regier and Ethan Rouen
We develop a measure of firm-year-specific human capital investment from publicly disclosed personnel expenses (PE) and examine the stock market valuation of this investment. Measuring the future value of PE (PEFV) based on the relation between lagged... View Details
Keywords: Intangibles; Market Valuation; Human Capital; Stocks; Financial Markets; Valuation
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Regier, Matthias, and Ethan Rouen. "The Stock Market Value of Human Capital Creation." Harvard Business School Working Paper, No. 21-047, October 2020. (Revised March 2022.)
  • September 2012 (Revised June 2017)
  • Technical Note

Private Equity Valuation in Emerging Markets

By: Paul A. Gompers, Victoria Ivashina and Timothy Dore
This note provides an opportunity to understand how private equity investors need to adapt to emerging markets. View Details
Keywords: Finance; Private Equity; Valuation; Emerging Markets
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Gompers, Paul A., Victoria Ivashina, and Timothy Dore. "Private Equity Valuation in Emerging Markets." Harvard Business School Technical Note 213-043, September 2012. (Revised June 2017.)
  • 2021
  • Working Paper

Going by the Book: Valuation Ratios and Stock Returns

By: Ki-Soon Choi, Eric So and Charles C.Y. Wang
We study the use of firms’ book-to-market ratios (B/M) in value investing and its implications for comovements in firms’ stock returns and trading volumes. We show B/M has become increasingly detached from common alternative valuation ratios over time while also... View Details
Keywords: Valuation Ratios; Book-to-market Ratios; Investment Return; Investment; Decision Making
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Choi, Ki-Soon, Eric So, and Charles C.Y. Wang. "Going by the Book: Valuation Ratios and Stock Returns." Harvard Business School Working Paper, No. 21-126, May 2021.
  • April 2023
  • Article

The Stock Market Valuation of Human Capital Creation

By: Ethan Rouen and Matthias Regier
We develop a measure of firm-year-specific human capital investment from publicly disclosed personnel expenses (PE) and examine the stock market valuation of this investment. Measuring the future value of PE (PEFV) based on the relation between... View Details
Keywords: Intangibles; Valuation; Human Capital; Investment Return
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Rouen, Ethan, and Matthias Regier. "The Stock Market Valuation of Human Capital Creation." Art. 102384. Journal of Corporate Finance 79 (April 2023).
  • May 2009
  • Article

Customer-Based Valuation

By: Sunil Gupta
Customer lifetime value (CLV) has emerged as an important metric to manage and grow customers. Marketing scholars have written many books and articles on this topic. However, most of this research has focused on tactical marketing decisions. While this is important, it... View Details
Keywords: Customers; Valuation
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Gupta, Sunil. "Customer-Based Valuation." Journal of Interactive Marketing 23, no. 2 (May 2009): 169–178.
  • 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.)
  • Article

Valuation of Bankrupt Firms

By: S. C. Gilson, E. S. Hotchkiss and R. S. Ruback
This study compares the market value of firms that reorganize in bankruptcy with estimates of value based on management's published cash flow projections. We estimate firm values using models that have been shown in other contexts to generate relatively precise... View Details
Keywords: Valuation; Business Ventures; Insolvency and Bankruptcy
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Gilson, S. C., E. S. Hotchkiss, and R. S. Ruback. "Valuation of Bankrupt Firms." Review of Financial Studies 13, no. 1 (Spring 2000): 43–74. (Abridged version reprinted in The Journal of Corporate Renewal 13, no. 7 (July 2000))
  • January 2009
  • Article

Multinationals as Arbitrageurs? The Effect of Stock Market Valuations on Foreign Direct Investment

By: Malcolm Baker, C. Fritz Foley and Jeffrey Wurgler
Empirical evidence of imperfect integration across world capital markets suggests a role for cross-border arbitrage by multinationals. Consistent with multinational arbitrage as a determinant of foreign direct investment (FDI) patterns, we find that FDI flows increase... View Details
Keywords: Multinational Firms and Management; Financial Markets; Foreign Direct Investment; Valuation; Capital Markets; Cross-Cultural and Cross-Border Issues; Cost; Forecasting and Prediction; Capital; Stocks; Integration
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Baker, Malcolm, C. Fritz Foley, and Jeffrey Wurgler. "Multinationals as Arbitrageurs? The Effect of Stock Market Valuations on Foreign Direct Investment." Review of Financial Studies 22, no. 1 (January 2009): 337–369.
  • 10 Jan 2005
  • Research & Ideas

Professors Introduce Valuation Software

In an age when mergers, acquisitions, and spin-offs are increasingly common in business, you need a new skill in your kit bag: the ability to analyze and value potential partners, deals, investments—even your own company. The Business Analysis and View Details
Keywords: by Sean Silverthorne
  • December 2014
  • Article

Market Competition, Earnings Management, and Persistence in Accounting Profitability Around the World

By: Paul M. Healy, George Serafeim, Suraj Srinivasan and Gwen Yu
We examine how cross-country differences in product, capital, and labor market competition, and earnings management affect mean reversion in accounting return on assets. Using a sample of 48,465 unique firms from 49 countries, we find that accounting returns mean... View Details
Keywords: Corporate Performance; Valuation; Equity Valuation; Persistence; Competitive Advantage; Institutions; Earnings Management; Labor Market; Capital Markets; Competition; Profit; Performance; Supply and Industry; Financial Statements; Government and Politics; Globalized Markets and Industries
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Healy, Paul M., George Serafeim, Suraj Srinivasan, and Gwen Yu. "Market Competition, Earnings Management, and Persistence in Accounting Profitability Around the World." Review of Accounting Studies 19, no. 4 (December 2014): 1281–1308.
  • 2023
  • Working Paper

The Optimal Stock Valuation Ratio

By: Sebastian Hillenbrand and Odhrain McCarthy
Trailing price ratios, such as the price-dividend and the price-earnings ratio, scale prices by trailing cash flow measures. They theoretically contain expected returns, yet, their performance in predicting stock market returns is poor. This is because of an omitted... View Details
Keywords: Price; Investment Return; AI and Machine Learning; Valuation; Cash Flow; Forecasting and Prediction
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Hillenbrand, Sebastian, and Odhrain McCarthy. "The Optimal Stock Valuation Ratio." Working Paper, November 2023.
  • June 2003 (Revised October 2003)
  • Case

Habitat for Humanity International: Brand Valuation

By: John A. Quelch
Habitat for Humanity underwent a brand valuation study and found that its brand was worth $1.8 billion, equivalent to Starbucks. Senior management reviews the issues facing the organization; students are afforded insights into what drives brand value for a major... View Details
Keywords: Nonprofit Organizations; Valuation; Brands and Branding
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Quelch, John A., and Nathalie Laidler. "Habitat for Humanity International: Brand Valuation." Harvard Business School Case 503-101, June 2003. (Revised October 2003.)
  • June 2001
  • Supplement

Privatization of Anatolia National Telekom, The: Note on Valuation of Privatizing Enterprises in Emerging Markets

Anatolia National Telekom is a multiparty negotiation simulation patterned after the Turkish government's aborted attempt to privatize its state-owned telecommunications monopoly, Turk Telekom, in late 1997. Provides participants with an opportunity to identify and... View Details
Keywords: Negotiation; Privatization; Emerging Markets; State Ownership; Telecommunications Industry; Turkey
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Watkins, Michael D., Banu Ozcan, Burkhard Schrage, and Paul Vaaler. "Privatization of Anatolia National Telekom, The: Note on Valuation of Privatizing Enterprises in Emerging Markets." Harvard Business School Supplement 801-438, June 2001.
  • Article

Market Reaction to and Valuation of IFRS Reconciliation Adjustments: First Evidence from the UK

By: Joanne Horton and George Serafeim
We investigate the market reaction to, and the value-relevance of, information contained in the mandatory transitional documents required by International Financial Reporting Standards (IFRS) 1 (2005). We find significant negative abnormal returns for firms reporting... View Details
Keywords: Valuation; Markets; Information; International Finance; Earnings Management; Stock Shares; Taxation; Goodwill Accounting; Price; Financial Reporting; Standards; Corporate Disclosure; United Kingdom
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Horton, Joanne, and George Serafeim. "Market Reaction to and Valuation of IFRS Reconciliation Adjustments: First Evidence from the UK." Review of Accounting Studies 15, no. 4 (December 2010).
  • August 2004 (Revised September 2004)
  • Background Note

Note on Bond Valuation and Returns

All securities can be evaluated based on certain common characteristics: value, rate of return, risk, maturity, and so forth. This case examines how bonds are valued and how their rates of return are computed. It begins with basic definitions and features of... View Details
Keywords: Bonds; Valuation; Investment Return
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Chacko, George C., Peter A. Hecht, Vincent Dessain, and Monika Stachowiak. "Note on Bond Valuation and Returns." Harvard Business School Background Note 205-008, August 2004. (Revised September 2004.)
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