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      • Faculty Publications  (85)

      Expected ReturnsRemove Expected Returns →

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      • May 2021
      • Article

      Private and Social Returns to R&D: Drug Development and Demographics

      By: Efraim Benmelech, Janice Eberly, Dimitris Papanikolaou and Joshua Krieger
      Investment in intangible capital such as R&D has increased dramatically since the 1990s. However, productivity growth remains sluggish in recent years. One potential reason is that a significant share of the increase in intangible investment is geared toward consumer... View Details
      Keywords: Drug Development; Research and Development; Investment Return; Demographics; Pharmaceutical Industry
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      Benmelech, Efraim, Janice Eberly, Dimitris Papanikolaou, and Joshua Krieger. "Private and Social Returns to R&D: Drug Development and Demographics." AEA Papers and Proceedings 111 (May 2021): 336–340.
      • April 2021
      • Article

      Evaluating Firm-Level Expected-Return Proxies: Implications for Estimating Treatment Effects

      By: Charles M.C. Lee, Eric C. So and Charles C.Y. Wang
      We introduce a parsimonious framework for choosing among alternative expected-return proxies (ERPs) when estimating treatment effects. By comparing ERPs’ measurement-error variances in the cross section and in time series, we provide new evidence on the relative... View Details
      Keywords: Implied Cost Of Capital; Expected Returns; Cost of Capital; Investment Return; Performance Evaluation
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      Lee, Charles M.C., Eric C. So, and Charles C.Y. Wang. "Evaluating Firm-Level Expected-Return Proxies: Implications for Estimating Treatment Effects." Review of Financial Studies 34, no. 4 (April 2021): 1907–1951.
      • 2021
      • Working Paper

      Connecting Expected Stock Returns to Accounting Valuation Multiples: A Primer

      By: Akash Chattopadhyay, Matthew R. Lyle and Charles C.Y. Wang
      We outline a framework in which accounting “valuation anchors" could be connected to expected stock returns. Under two general conditions, expected log returns is a log-linear function of a valuation (market value-to-accounting) multiple and the expected growth in the... View Details
      Keywords: Expected Returns; Present Value; Investment Return; Accounting; Valuation; Information; Framework
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      Chattopadhyay, Akash, Matthew R. Lyle, and Charles C.Y. Wang. "Connecting Expected Stock Returns to Accounting Valuation Multiples: A Primer." Harvard Business School Working Paper, No. 21-081, January 2021.
      • January 2021
      • Article

      A Model of Relative Thinking

      By: Benjamin Bushong, Matthew Rabin and Joshua Schwartzstein
      Fixed differences loom smaller when compared to large differences. We propose a model of relative thinking where a person weighs a given change along a consumption dimension by less when it is compared to bigger changes along that dimension. In deterministic settings,... View Details
      Keywords: Relative Thinking; Econometric Models; Behavior; Cognition and Thinking
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      Bushong, Benjamin, Matthew Rabin, and Joshua Schwartzstein. "A Model of Relative Thinking." Review of Economic Studies 88, no. 1 (January 2021): 162–191.
      • 2020
      • Working Paper

      Venture Capitalists and COVID-19

      By: Paul A. Gompers, Will Gornall, Steven N. Kaplan and Ilya A. Strebulaev
      We survey over 1,000 institutional and corporate venture capitalists (VCs) at more than 900 different firms to learn how their decisions and investments have been affected by the COVID-19 pandemic. We compare their survey answers to those provided by a large sample of... View Details
      Keywords: Venture Capital; Health Pandemics; Investment; Decision Making; Surveys
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      Gompers, Paul A., Will Gornall, Steven N. Kaplan, and Ilya A. Strebulaev. "Venture Capitalists and COVID-19." NBER Working Paper Series, No. 27824, September 2020.
      • 2020
      • Article

      Mutual Funds: Skill and Performance

      By: Jonathan B. Berk, Jules van Binsbergen and Max Miller
      The authors summarize the recent literature on mutual fund manager skill and performance. They discuss the latest contributions in the field and reinterpret them through the lens of the rational expectations framework (efficient market hypothesis). They further discuss... View Details
      Keywords: Investment Return; Investment Portfolio; Financial Management; Performance Evaluation; Measurement and Metrics
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      Berk, Jonathan B., Jules van Binsbergen, and Max Miller. "Mutual Funds: Skill and Performance." Journal of Portfolio Management 46, no. 5 (2020): 17–31.
      • 2021
      • Working Paper

      Recovering Investor Expectations from Demand for Index Funds

      By: Mark Egan, Alexander J. MacKay and Hanbin Yang
      We use a revealed-preference approach to estimate investor expectations of stock market returns. Using data on demand for index funds that follow the S&P 500, we develop and estimate a model of investor choice to flexibly recover the time-varying distribution of... View Details
      Keywords: Stock Market Expectations; Demand Estimation; Exchange-traded Funds (ETFs); Demand and Consumers; Investment; United States
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      Egan, Mark, Alexander J. MacKay, and Hanbin Yang. "Recovering Investor Expectations from Demand for Index Funds." NBER Working Paper Series, No. 26608, January 2020. (Accepted at the Review of Economic Studies. Harvard Business School Working Paper, No. 20-122, May 2020. Direct download. Revised July 2021.)
      • Fourth Quarter 2017
      • Article

      Optimal Tilts: Combining Persistent Characteristic Portfolios

      By: Malcolm Baker, Ryan Taliaferro and Terry Burnham
      We examine the optimal weighting of four tilts in U.S. equity markets from 1968 through 2014. We define a “tilt” as a characteristic-based portfolio strategy that requires relatively low annual turnover. This is a continuum, with small size (a very persistent... View Details
      Keywords: Risk Anomaly; Beta; Capital Asset Pricing Model; Factor Investing
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      Baker, Malcolm, Ryan Taliaferro, and Terry Burnham. "Optimal Tilts: Combining Persistent Characteristic Portfolios." Financial Analysts Journal 73, no. 4 (Fourth Quarter 2017): 75–89.
      • September 2017 (Revised January 2025)
      • Case

      Dinesh Moorjani and Hatch Labs

      By: Christopher Stanton, Shikhar Ghosh, Allison Ciechanover and Jeff Huizinga
      This case is about Tinder. It discusses different business models and ways of structuring the initial team. With a $6 million investment from IAC/Interactive in 2010, Dinesh Moorjani founded Hatch Labs to build mobile apps. His mission was to attract entrepreneurial... View Details
      Keywords: Returns; Incubator; Mobile App; Venture Capital; Entrepreneurship; Decision Choices and Conditions; Business Model; Mobile and Wireless Technology; Talent and Talent Management; Valuation; Equity; Finance; United States; North America
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      Stanton, Christopher, Shikhar Ghosh, Allison Ciechanover, and Jeff Huizinga. "Dinesh Moorjani and Hatch Labs." Harvard Business School Case 818-026, September 2017. (Revised January 2025.)
      • 2017
      • Article

      Inflation Bets or Deflation Hedges? The Changing Risks of Nominal Bonds

      By: John Y. Campbell, Adi Sunderam and Luis M. Viceira
      The covariance between U.S. Treasury bond returns and stock returns has moved considerably over time. While it was slightly positive on average in the period 1953–2009, it was unusually high in the early 1980s and negative in the 2000s, particularly in the downturns of... View Details
      Keywords: Inflation and Deflation; Bonds; Interest Rates; Investment Return; Risk Management
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      Campbell, John Y., Adi Sunderam, and Luis M. Viceira. "Inflation Bets or Deflation Hedges? The Changing Risks of Nominal Bonds." Critical Finance Review 6, no. 2 (2017): 263–301.
      • October 2016 (Revised February 2019)
      • Module Note

      Strategy Execution Module 5: Building a Profit Plan

      By: Robert Simons
      This module reading describes how to build a profit plan to reflect the strategy of a business in economic terms. After introducing the profit wheel, cash wheel, and ROE wheel, the module illustrates how to use a profit plan to assess the viability of different... View Details
      Keywords: Management Control Systems; Implementing Strategy; Execution; Profit Planning; Cash Flow Analysis; Asset Utilization; Return On Equity; Business Planning; Testing Strategy; Analyzing Strategic Alternative; Strategy; Asset Management; Cash Flow; Investment Return; Management Systems; Profit
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      Simons, Robert. "Strategy Execution Module 5: Building a Profit Plan." Harvard Business School Module Note 117-105, October 2016. (Revised February 2019.)
      • 2017
      • Working Paper

      Self-Employment Dynamics and the Returns to Entrepreneurship

      By: Eleanor W. Dillon and Christopher T. Stanton
      Small business owners and others in self-employment have the option to transition to paid work. If there is initial uncertainty about entrepreneurial earnings, this option increases the expected lifetime value of self-employment relative to pay in a single year. This... View Details
      Keywords: Self-employed; Small Business; Business Earnings; Entrepreneurship; Ownership; Compensation and Benefits
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      Dillon, Eleanor W., and Christopher T. Stanton. "Self-Employment Dynamics and the Returns to Entrepreneurship." Harvard Business School Working Paper, No. 17-022, September 2016. (Revised March 2018.)
      • 2016
      • Working Paper

      The Great Training Robbery

      By: Michael Beer, Magnus Finnstrom and Derek Schrader
      In 2012 U.S. corporations spent $164.2 billion on training and education. Overwhelming evidence and experience shows, however, that most companies are unable to transfer employee learning into changes in individual and organization behavior or improved financial... View Details
      Keywords: Training; Organizations; Investment Return
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      Beer, Michael, Magnus Finnstrom, and Derek Schrader. "The Great Training Robbery." Harvard Business School Working Paper, No. 16-121, April 2016.
      • March 2016
      • Teaching Note

      MasterCard: Driving Financial Inclusion

      By: Sunil Gupta
      Since joining MasterCard (MC) in 2010, CEO Ajay Banga had made advancing financial inclusion (FI)—bringing formal financial services to marginalized populations—an important goal for the company. In 2014, MC had entered a number of partnerships with governments and... View Details
      Keywords: Financial Inclusion; Banking; Equality and Inequality; Credit Cards; Developing Countries and Economies; Banking Industry; South Africa; Nigeria
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      Gupta, Sunil. "MasterCard: Driving Financial Inclusion." Harvard Business School Teaching Note 516-068, March 2016.
      • 2017
      • Working Paper

      Optimal Tilts: Combining Persistent Characteristic Portfolios

      By: Malcolm Baker, Ryan Taliaferro and Terry Burnham
      We examine the optimal weighting of four tilts in US equity markets from 1968 through 2014. We define a “tilt” as a characteristic-based portfolio strategy that requires relatively low annual turnover. This is a continuum, with small size, a very persistent... View Details
      Keywords: Risk Anomaly; Beta; Capital Asset Pricing Model; Factor Investing
      Citation
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      Baker, Malcolm, Ryan Taliaferro, and Terry Burnham. "Optimal Tilts: Combining Persistent Characteristic Portfolios." Working Paper, March 2017.
      • 2015
      • Working Paper

      Customers and Investors: A Framework for Understanding Financial Institutions

      By: Robert C. Merton and Robert T. Thakor
      Financial institutions have both investors and customers. Investors, such as those who invest in stocks and bonds or private/public-sector guarantors of institutions, expect an appropriate risk-adjusted return in exchange for the financing and risk-bearing that they... View Details
      Keywords: Financial Institutions
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      Merton, Robert C., and Robert T. Thakor. "Customers and Investors: A Framework for Understanding Financial Institutions." NBER Working Paper Series, No. 21258, June 2015.
      • 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... View Details
      Keywords: Expected Returns; Discount Rates; Holding Period Returns; Fundamental Valuation; Present Value; Valuation; Investment Return
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      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.
      • May 2015
      • Teaching Note

      The United Kingdom and the Means to Prosperity

      By: Laura Alfaro, Lakshmi Iyer and Hilary White
      After struggling through the country's longest recession since 2008, the U.K. was expected to grow faster than any other G7 nation in 2014. Analysts wondered whether the return to growth was because, or in spite of, Prime Minister David Cameron's controversial £113... View Details
      Keywords: United Kingdom; Austerity; Fiscal Deficits; Fiscal Policy; Keynesian Multiplier; Government; Government Policy; Recessions; Depression; Inequality; Government Intervention In The Markets; Stagnation; Public Finance; Economics; Macroeconomics; Government Administration; Business and Government Relations; Economic Growth; Economic Slowdown and Stagnation; Public Sector; Economy; Financial Crisis; Taxation; Government and Politics; United Kingdom
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      Alfaro, Laura, Lakshmi Iyer, and Hilary White. "The United Kingdom and the Means to Prosperity." Harvard Business School Teaching Note 715-055, May 2015.
      • 2015
      • Other Teaching and Training Material

      Entrepreneurship Reading: Partnering with Venture Capitalists

      By: Jeffrey J. Bussgang and Michael J. Roberts
      This reading takes a deep look at the venture capital (VC) industry in the United States. VCs have a unique perspective on opportunity evaluation, deal structure, new venture support, and exit strategy. Their work at all stages of the entrepreneurial life cycle offers... View Details
      Keywords: Venture Capital; Entrepreneurship
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      Bussgang, Jeffrey J., and Michael J. Roberts. "Entrepreneurship Reading: Partnering with Venture Capitalists." Core Curriculum Readings Series. Boston: Harvard Business Publishing 8240, 2015.
      • Article

      Waves in Ship Prices and Investment

      By: Robin Greenwood and Samuel G. Hanson
      We study the link between investment boom and bust cycles and returns on capital in the dry bulk shipping industry. We show that high current ship earnings are associated with high used ship prices and heightened industry investment in new ships, but forecast low... View Details
      Keywords: Business Earnings; Price; Investment; Shipping Industry
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      Greenwood, Robin, and Samuel G. Hanson. "Waves in Ship Prices and Investment." Quarterly Journal of Economics 130, no. 1 (February 2015): 55–109.
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