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- 2024
- Working Paper
Behavioral Attenuation
By: Thomas Graeber, Benjamin Enke, Ryan Oprea and Jeffrey Yang
We report a large-scale examination of behavioral attenuation: due to information-processing constraints, the elasticity of people’s decisions with respect to economic fundamentals is generally too small. We implement more than 30 experiments, 20 of which were...
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Graeber, Thomas, Benjamin Enke, Ryan Oprea, and Jeffrey Yang. "Behavioral Attenuation." NBER Working Paper Series, No. 32973, September 2024.
- August 2024
- Case
Discerene Group: Long-Term Public-Markets Investing
By: Luis M. Viceira and Brent Schwarz
This case discusses active investing based on fundamental valuations and price distortions created by market events, and whether contractual terms between investment managers and their investors can help align incentives between long-term investors and active managers....
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- June 2024
- Article
Going Digital: Implications for Firm Value and Performance
By: Wilbur Chen and Suraj Srinivasan
We examine firm value and performance implications of the growing trend of non-technology companies engaging in digital transformation. We measure digital activities in firms based on the disclosure of digital words in the business description section of 10-Ks. Digital...
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Keywords:
Digital Technologies;
Valuation;
Return Predictability;
Financial Statement Analysis;
Performance;
Value;
Information Technology
Chen, Wilbur, and Suraj Srinivasan. "Going Digital: Implications for Firm Value and Performance." Review of Accounting Studies 29, no. 2 (June 2024): 1619–1665.
- February 2024 (Revised February 2024)
- Case
CLSA: Integrating ESG in Stock Valuation
By: Shirley Lu, Aaron Yoon and Billy Chan
In 2023, a senior financial analyst at the Hong Kong-based stock brokerage firm CLSA was surprised to see that, based on his calculations, the financial impact from climate risks on a major Indian cement manufacturing company’s projected earnings could be massive....
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- 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...
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Keywords:
Expected Returns;
Discount Rates;
Fundamental Valuation;
Implied Cost Of Capital;
International Equity Markets;
Present Value;
Investment Return;
Equity;
Markets;
Global Range
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.
- May 2020 (Revised November 2021)
- Supplement
Valuing Peloton
Peloton Interactive, a well-known unicorn in the connected fitness space, had gone public with a market capitalization of over $8.0 billion. In the weeks following its public debut, Peloton’s stock price fell by over 25%. Taylor Knox, a stock analyst and enthusiastic...
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- May 2020 (Revised October 2021)
- Case
Valuing Peloton
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%....
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Keywords:
Business Model;
Public Equity;
Initial Public Offering;
Disruptive Innovation;
Business Strategy;
Valuation;
Entertainment and Recreation Industry;
United States
Mayfield, E. Scott. "Valuing Peloton." Harvard Business School Case 220-060, May 2020. (Revised October 2021.)
- June 2018
- Teaching Note
The Transformation of Microsoft
By: C. Fritz Foley and F. Katelynn Boland
Teaching Note for HBS No. 218-048. In early 2015, Amy Hood, CFO of Microsoft, and the rest of the senior leadership team faced a set of fundamental choices. The firm had opportunities to serve customers in ways that would be associated with higher growth but lower...
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- October 2017
- Case
The Transformation of Microsoft
By: C. Fritz Foley, E. Scott Mayfield and F. Katelynn Boland
In early 2015, Amy Hood, CFO of Microsoft, and the rest of the senior leadership team faced a set of fundamental choices. The firm had opportunities to serve customers in ways that would be associated with higher growth but lower margin. Some of these opportunities...
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Keywords:
Growth;
Corporate Finance;
Valuation;
Growth Management;
Communication Strategy;
Transformation;
Information Technology Industry;
Computer Industry;
United States
Foley, C. Fritz, E. Scott Mayfield, and F. Katelynn Boland. "The Transformation of Microsoft." Harvard Business School Case 218-048, October 2017.
- Article
Can Analysts Assess Fundamental Risk and Valuation Uncertainty? An Empirical Analysis of Scenario-Based Value Estimates
By: Peter R. Joos, Joseph D. Piotroski and Suraj Srinivasan
We use a dataset of sell-side analysts' scenario-based valuation estimates to examine whether analysts reliably assess the risk surrounding a firm's fundamental value. We find that the spread in analysts' state-side contingent valuations captures the riskiness of...
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Keywords:
Analyst Forecasts;
Scenarios;
Uncertainty;
Risk and Uncertainty;
Valuation;
Forecasting and Prediction
Joos, Peter R., Joseph D. Piotroski, and Suraj Srinivasan. "Can Analysts Assess Fundamental Risk and Valuation Uncertainty? An Empirical Analysis of Scenario-Based Value Estimates." Journal of Financial Economics 121, no. 3 (September 2016): 645–663.
- Article
The Cross Section of Expected Holding Period Returns and Their Dynamics: A Present Value Approach
By: Matthew R. Lyle and Charles C.Y. Wang
We provide a tractable model of firm-level expected holding period returns using two firm fundamentals—book-to-market ratio and ROE—and study the cross-sectional properties of the model-implied expected returns. We find that 1) firm-level expected returns and expected...
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Keywords:
Expected Returns;
Discount Rates;
Holding Period Returns;
Fundamental Valuation;
Present Value;
Valuation;
Investment Return
Lyle, Matthew R., and Charles C.Y. Wang. "The Cross Section of Expected Holding Period Returns and Their Dynamics: A Present Value Approach." Journal of Financial Economics 116, no. 3 (June 2015): 505–525.
- Article
Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches
By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang
Applying a "co-search" algorithm to Internet traffic at the SEC's EDGAR website, we develop a novel method for identifying economically-related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent...
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Keywords:
Peer Firm;
EDGAR Search Traffic;
Revealed Preference;
Co-search;
Industry Classification;
Perception;
Internet and the Web;
Investment
Lee, Charles M.C., Paul Ma, and Charles C.Y. Wang. "Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches." Journal of Financial Economics 116, no. 2 (May 2015): 410–431.
- 2014
- Working Paper
Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches
By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang
Applying a "co-search" algorithm to Internet traffic at the SEC's EDGAR web-site, we develop a novel method for identifying economically-related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent...
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Keywords:
Peer Firm;
EDGAR Search Traffic;
Revealed Preference;
Co-search;
Industry Classification;
Analytics and Data Science;
Internet and the Web;
Mathematical Methods;
Corporate Finance
Lee, Charles M.C., Paul Ma, and Charles C.Y. Wang. "Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches." Harvard Business School Working Paper, No. 13-048, November 2012. (Revised September 2013, March 2014, June 2014, July 2014.)
- March 2011
- Article
Accounting Scholarship That Advances Professional Knowledge and Practice
By: Robert S. Kaplan
Recent accounting scholarship has used statistical analysis on asset prices, financial reports and disclosures, laboratory experiments, and surveys of practice. The research has studied the interface among accounting information, capital markets, standard setters, and...
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Keywords:
Corporate Disclosure;
Asset Pricing;
Risk Management;
Surveys;
Capital Markets;
Measurement and Metrics;
Valuation;
Fair Value Accounting;
Management Analysis, Tools, and Techniques;
Financial Reporting
Kaplan, Robert S. "Accounting Scholarship That Advances Professional Knowledge and Practice." Accounting Review 86, no. 2 (March 2011).
- January 2011
- Case
The Risk-Reward Framework at Morgan Stanley Research
By: Suraj Srinivasan and David Lane
The case describes the Risk-Reward framework that Morgan Stanley analysts use as a systematic approach to communicate a broader range of fundamental insights about a company rather than the traditional single point estimates. The goal of the framework is to focus the...
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Keywords:
Financial Statements;
Forecasting and Prediction;
Equity;
Framework;
Management Analysis, Tools, and Techniques;
Risk Management;
Business Processes;
Research;
Valuation
Srinivasan, Suraj, and David Lane. "The Risk-Reward Framework at Morgan Stanley Research." Harvard Business School Case 111-011, January 2011.
- 2011
- Teaching Note
Juner New Materials: On the Road to IPO (TN)
By: F. Warren McFarlan, Donglin Xia, Ning Jia and Ziqian Zhao
Juner New Materials (Juner) is a private China-based company that develops, produces, and distributes modified plastic compounds. Founded in 1995 by female serial entrepreneur Xiaomin Chen, Juner has exhibited strong performance and growth potential in the past fifteen...
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Keywords:
Emerging Markets;
Entrepreneurship;
Financial Statements;
IPO;
Valuation;
Women Executives;
China;
Plastics;
China
McFarlan, F. Warren, Donglin Xia, Ning Jia, and Ziqian Zhao. "Juner New Materials: On the Road to IPO (TN)." Tsinghua University Teaching Note, 2011.
- 2010
- Working Paper
Accounting Scholarship that Advances Professional Knowledge and Practice
By: Robert S. Kaplan
Recent accounting scholarship has used statistical analysis on asset prices, financial reports and disclosures, laboratory experiments, and surveys of practice. The research has studied the interface among accounting information, capital markets, standard setters, and...
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Keywords:
Accounting;
Business Education;
Information;
Management Analysis, Tools, and Techniques;
Risk Management;
Measurement and Metrics;
Business Processes;
Performance Improvement;
Practice
Kaplan, Robert S. "Accounting Scholarship that Advances Professional Knowledge and Practice." Harvard Business School Working Paper, No. 11-043, October 2010.
- July 2010 (Revised August 2021)
- Supplement
Vereinigung Hamburger Schiffsmakler und Schiffsagenten e.V. (VHSS): Valuing Ships (CW)
By: Benjamin C. Esty and Albert W. Sheen
After booming for more than five years, the global shipping (maritime) industry experienced a dramatic crash in late 2008 as the global financial system froze and the global economy slid into recession. Ship charter rates (revenue) fell by as much as 90% causing prices...
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- June 2010 (Revised August 2021)
- Case
Vereinigung Hamburger Schiffsmakler und Schiffsagenten e.V. (VHSS): Valuing Ships
By: Benjamin C. Esty and Albert Sheen
After booming for more than five years, the global shipping (maritime) industry experienced a dramatic crash in late 2008 as the global financial system froze and the global economy slid into recession. Ship charter rates (revenue) fell by as much as 90% causing prices...
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Keywords:
Fair Value Accounting;
Financial Crisis;
Capital Markets;
Financial Liquidity;
International Finance;
Globalized Markets and Industries;
Valuation;
Banking Industry;
Shipping Industry;
Germany
Esty, Benjamin C., and Albert Sheen. "Vereinigung Hamburger Schiffsmakler und Schiffsagenten e.V. (VHSS): Valuing Ships." Harvard Business School Case 210-058, June 2010. (Revised August 2021.)
- 2009
- Simulation
Finance Simulation: M&A in Wine Country: No. 3289.
By: Timothy A. Luehrman and W. Carl Kester
In this simulation, students play the role of CEO at one of three publicly-traded wine producers: Starshine, Bel Vino, or International Beverage. Each player evaluates merger and/or acquisition opportunities among the three companies and then determines reservation...
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