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- Faculty Publications (911)
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- 2021
- Working Paper
Time and the Value of Data
By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti
Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details
Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value
Valavi, Ehsan, Joel Hestness, Newsha Ardalani, and Marco Iansiti. "Time and the Value of Data." Harvard Business School Working Paper, No. 21-016, August 2020. (Revised November 2021.)
- September 20, 2004
- Comment
How Consumers Value Global Brands
By: Douglas Holt, John A. Quelch and Earl L. Taylor
In 2002, we carried out a two-stage research project in partnership with the market research company Research International/USA to find out how consumers in different countries value global brands. First, we conducted a qualitative study in forty-one countries to... View Details
Keywords: Global Brands; Brand Value; Multi-national Brands; Social Responsibility; Global Range; Multinational Firms and Management; Globalized Markets and Industries; Brands and Branding; Social Marketing; Corporate Social Responsibility and Impact
Holt, Douglas, John A. Quelch, and Earl L. Taylor. "How Consumers Value Global Brands." Harvard Business School Working Knowledge (September 20, 2004).
- 2015
- Working Paper
Replicating Private Equity with Value Investing, Homemade Leverage, and Hold-to-Maturity Accounting
By: Erik Stafford
Private equity funds tend to select relatively small firms with low EBITDA multiples. Publicly traded equities with these characteristics have high risk-adjusted returns after controlling for common factors typically associated with value stocks. Hold-to-maturity... View Details
Keywords: Value Investing; Endowments; Investment Management; Asset Pricing; Private Equity; Investment; Management; United States
Stafford, Erik. "Replicating Private Equity with Value Investing, Homemade Leverage, and Hold-to-Maturity Accounting." Harvard Business School Working Paper, No. 16-081, January 2016.
- October 2000
- Background Note
Sustaining Value
By: Robert J. Dolan
Describes the challenges a firm faces in building and sustaining a value proposition over time. Describes major ways in which the marketing environment changes over time and the methods a firm can use to protect its market position. View Details
Dolan, Robert J. "Sustaining Value." Harvard Business School Background Note 501-045, October 2000.
- 2010
- Working Paper
The Role of Institutional Development in the Prevalence and Value of Family Firms
We investigate the role played by institutional development in the prevalence and value of family firms, while controlling for the potential effect of cultural norms. China provides a good research lab since it combines great heterogeneity in institutional development... View Details
Keywords: Family Business; Governing Rules, Regulations, and Reforms; Data and Data Sets; Law; Management; Organizational Culture; Research; Value; China
Amit, Raphael, Yuan Ding, Belen Villalonga, and Hua Zhang. "The Role of Institutional Development in the Prevalence and Value of Family Firms." Harvard Business School Working Paper, No. 10-103, May 2010.
- January 2025
- Case
Redwood & Strong: The Value of a Consulting Engagement
By: David G. Fubini and Patrick Sanguineti
The board of Redwood & Strong LLP (R&S), the American branch of a large global law firm, is meeting to review the findings of a recent strategic initiative designed to identify potential merger candidates. The request for the engagement originated from Daniel Crawford,... View Details
- 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
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))
- July 2010 (Revised January 2017)
- Background Note
Marketing Analysis Toolkit: Customer Lifetime Value Analysis (2024)
By: Thomas Steenburgh and Jill Avery
Customers are increasingly being viewed as assets that bring value to the firm. Customer lifetime value is a metric that allows managers to understand the overall value of their customer base and relate it to three customer strategies firms employ: asset... View Details
Keywords: Customer Lifetime Value; Return On Investment; Customer Acquisition; Customer Retention; Customer Churn; "Marketing Analytics"; Marketing; Customer Relationship Management; Customer Focus and Relationships; Customer Value and Value Chain; Management Analysis, Tools, and Techniques; Marketing Strategy; Measurement and Metrics; Strategic Planning; Value
Steenburgh, Thomas, and Jill Avery. "Marketing Analysis Toolkit: Customer Lifetime Value Analysis (2024)." Harvard Business School Background Note 525-017, July 2010. (Revised January 2017.)
- 2014
- Working Paper
Governing Misvalued Firms
By: Dalida Kadyrzhanova and Matthew Rhodes-Kropf
Equity overvaluation is thought to create the potential for managerial misbehavior, while monitoring and corporate governance curb misbehavior. We combine these two insights from the literatures on misvaluation and governance to ask, when does governance matter?... View Details
Kadyrzhanova, Dalida, and Matthew Rhodes-Kropf. "Governing Misvalued Firms." Harvard Business School Working Paper, No. 13-037, October 2012. (Revised January 2014. NBER Working Paper Series, No. 19799, January 2014)
- 16 Nov 2012
- Working Paper Summaries
Governing Misvalued Firms
- Article
Capturing Value from Intellectual Property (IP) in a Global Environment
By: Juan Alcácer, Karin Beukel and Bruno Cassiman
Globalization should provide firms with an opportunity to leverage their know-how and reputation across countries to create value. However, it remains challenging for them to actually capture that value using traditional Intellectual Property (IP) tools. In this paper,... View Details
Keywords: Appropriation Strategy; Counterfeit; Intellectual Property Rights; Litigation; Value Capturing; Intellectual Property; Rights; Value; Lawsuits and Litigation; Global Range; Situation or Environment
Alcácer, Juan, Karin Beukel, and Bruno Cassiman. "Capturing Value from Intellectual Property (IP) in a Global Environment." Special Issue on Geography, Location, and Strategy. Advances in Strategic Management 36 (2017): 163–228.
- January – February 2011
- Article
Creating Shared Value
By: Michael E. Porter and Mark R. Kramer
The capitalist system is under siege. In recent years business has been criticized as a major cause of social, environmental, and economic problems. Companies are widely thought to be prospering at the expense of their communities. Trust in business has fallen to new... View Details
Keywords: Customer Value and Value Chain; Economic Growth; Economic Systems; Corporate Social Responsibility and Impact; Environmental Sustainability; Trust; Human Needs; Welfare; Competitive Advantage; Value Creation
Porter, Michael E., and Mark R. Kramer. "Creating Shared Value." Harvard Business Review 89, nos. 1-2 (January–February 2011): 62–77.
- 2021
- Working Paper
Technology Differentiation and Firm Performance
By: Sam Arts, Bruno Cassiman and Jianan Hou
Prior work has extensively studied how investing in R&D and building a technology portfolio relate to superior firm performance. However, the value of a firm’s technology portfolio should also be driven by the degree to which it is more unique and technologically... View Details
Keywords: Technology Portfolio; Differentiation; Competitiveness; Organizations; Technology; Performance; United States
Arts, Sam, Bruno Cassiman, and Jianan Hou. "Technology Differentiation and Firm Performance." Harvard Business School Working Paper, No. 22-040, December 2021.
- 1998
- Working Paper
CEO Incentives and Firm Size
By: Brian Hall and George P. Baker
What determines CEO incentives? A confusion exists among both academics and practitioners about how to measure the strength of CEO incentives, and how to reconcile the enormous differences in pay sensitivities between executives in large and small firms. We show that... View Details
Keywords: Business Ventures; Motivation and Incentives; Executive Compensation; Size; Management Systems
Hall, Brian, and George P. Baker. "CEO Incentives and Firm Size." NBER Working Paper Series, No. 6868, December 1998.
- 2008
- Working Paper
The Decentering of the Global Firm
By: Mihir A. Desai
This paper describes recent changes in the relationship between firms and nation states. Firms are typically linked to the nation in which they began and are considered to have fixed national identities. While firms have reallocated various activities around the world... View Details
Keywords: Business Headquarters; Geographic Location; Globalized Firms and Management; Policy; Business and Government Relations
Desai, Mihir A. "The Decentering of the Global Firm." Harvard Business School Working Paper, No. 09-054, October 2008.
- 15 Jul 2010
- Working Paper Summaries
Trade Policy and Firm Boundaries
- November 2015
- Article
Cannibalization and Option Value Effects of Secondary Markets: Evidence from the U.S. Concert Industry
By: Victor Manuel Bennett, Robert Seamans and Feng Zhu
We examine how reducing search frictions in secondary markets affects the value appropriated by firms in primary markets. We characterize two effects on primary market firms caused by intermediaries entering secondary markets: the "cannibalization" and "option value"... View Details
Keywords: Cannibalization Effect; Option Value Effect; Secondary Markets; Concert Industry; Craigslist; Competition; Distribution Channels; Entertainment and Recreation Industry
Bennett, Victor Manuel, Robert Seamans, and Feng Zhu. "Cannibalization and Option Value Effects of Secondary Markets: Evidence from the U.S. Concert Industry." Strategic Management Journal 36, no. 11 (November 2015): 1599–1614.
- Research Summary
Come Together: Firm Boundaries and Delegation
By: Laura Alfaro
We develop an incomplete-contracts model to jointly study firm boundaries and the allocation of decision rights within them. Integration has an option value: it gives firm owners authority to delegate or centralize decision rights, depending on who can best solve... View Details
- February 2024
- Article
Come Together: Firm Boundaries and Delegation
By: Laura Alfaro, Nick Bloom, Paola Conconi, Harald Fadinger, Patrick Legros, Andrew F. Newman, Raffaella Sadun and John Van Reenen
We develop an incomplete-contracts model to jointly study firm boundaries and the allocation of decision rights within them. Integration has an option value: it gives firm owners authority to delegate or centralize decision rights, depending on who can best solve... View Details
Alfaro, Laura, Nick Bloom, Paola Conconi, Harald Fadinger, Patrick Legros, Andrew F. Newman, Raffaella Sadun, and John Van Reenen. "Come Together: Firm Boundaries and Delegation." Journal of the European Economic Association 22, no. 1 (February 2024): 34–72.
- 2014
- Working Paper
Private Equity's Diversification Illusion: Economic Comovement and Fair Value Reporting
By: Kyle Travis Welch
This study examines how accounting has informed private equity diversification claims and demand for private equity investments. Despite research showing private equity lacks portfolio diversification benefits, those marketing private equity assets continue to... View Details
Keywords: Fair Value; Access To Capital; IAS 39; FAS No. 157; FASB; IASB; ASC 820; Covariance Risk; Accounting Beta; Accounting; Private Sector; Valuation; Corporate Finance; Asset Management; Cost of Capital; Private Equity; Accounting Industry; Financial Services Industry; Europe; North and Central America
Welch, Kyle Travis. "Private Equity's Diversification Illusion: Economic Comovement and Fair Value Reporting." Working Paper, January 2014.