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      • 2015
      • Working Paper

      Measurement Errors of Expected-Return Proxies and the Implied Cost of Capital

      By: Charles C.Y. Wang
      Despite their popularity as proxies of expected returns, the implied cost of capital's (ICC) measurement error properties are relatively unknown. Through an in-depth analysis of a popular implementation of ICCs by Gebhardt, Lee, and Swaminathan (2001) (GLS), I show... View Details
      Keywords: Measurement and Metrics; Cost of Capital; Investment Return
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      Wang, Charles C.Y. "Measurement Errors of Expected-Return Proxies and the Implied Cost of Capital." Harvard Business School Working Paper, No. 13-098, May 2013. (Revised February 2015.)
      • May 2013
      • Teaching Note

      Coca-Cola: Residual Income Valuation

      By: Suraj Srinivasan and Edward J. Riedl
      Teaching note for a case of the same title that introduces students to the residual income (also known as the abnormal earnings) valuation model using the firm Coca-Cola. Students are provided with the primary financial statements (through fiscal 2010) and forecast... View Details
      Keywords: Valuation; United States
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      Srinivasan, Suraj, and Edward J. Riedl. "Coca-Cola: Residual Income Valuation." Harvard Business School Teaching Note 113-065, May 2013.
      • 2013
      • Article

      What Goes Up Must Come Down? Experimental Evidence on Intuitive Forecasting

      By: John Beshears, James J. Choi, Andreas Fuster, David Laibson and Brigitte C. Madrian
      Do laboratory subjects correctly perceive the dynamics of a mean-reverting time series? In our experiment, subjects receive historical data and make forecasts at different horizons. The time series process that we use features short-run momentum and long-run partial... View Details
      Keywords: Forecasting and Prediction; Cognition and Thinking
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      Beshears, John, James J. Choi, Andreas Fuster, David Laibson, and Brigitte C. Madrian. "What Goes Up Must Come Down? Experimental Evidence on Intuitive Forecasting." American Economic Review: Papers and Proceedings 103, no. 3 (May 2013): 570–574.
      • April 2013
      • Case

      Managing with Analytics at Procter & Gamble

      By: Thomas H. Davenport, Marco Iansiti and Alain Serels
      Senior management at P&G has put a strong emphasis on using data to make "better, smarter, real-time business decisions." The Global Business Services (GBS) organization has developed tools, systems and processes to provide managers throughout P&G with direct access to... View Details
      Keywords: Analytics; Data Management; Forecasting; Shared Services; Procter & Gamble; Laundry Detergent; Information Management; Forecasting and Prediction; Information Technology; Mathematical Methods; Consumer Products Industry; North America
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      Davenport, Thomas H., Marco Iansiti, and Alain Serels. "Managing with Analytics at Procter & Gamble." Harvard Business School Case 613-045, April 2013.
      • 2013
      • Article

      Boardroom Centrality and Firm Performance

      By: David F. Larcker, Eric C. So and Charles C.Y. Wang
      Firms with central or well-connected boards of directors earn superior risk-adjusted stock returns. Initiating a long position in the most central firms and a short position in the least central firms earns an average risk-adjusted return of 4.68% per year. Firms with... View Details
      Keywords: Networks; Governing and Advisory Boards; Forecasting and Prediction; Performance
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      Larcker, David F., Eric C. So, and Charles C.Y. Wang. "Boardroom Centrality and Firm Performance." Journal of Accounting & Economics 55, nos. 2-3 (April–May 2013): 225–250.
      • March 2013
      • Article

      Misvaluing Innovation

      By: Lauren Cohen, Karl Diether and Christopher Malloy
      We demonstrate that a firm's ability to innovate is predictable, persistent, and relatively simple to compute, and yet the stock market ignores the implications of past successes when valuing future innovation. We show that two firms that invest the exact same in... View Details
      Keywords: Innovation; Return Predictability; R&D; Information; Forecasting and Prediction; Research and Development; Innovation and Invention
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      Cohen, Lauren, Karl Diether, and Christopher Malloy. "Misvaluing Innovation." Review of Financial Studies 26, no. 3 (March 2013): 635–666.
      • March–April 2013
      • Article

      Vaporware, Suddenware and Trueware: New Product Preannouncements under Market Uncertainty

      By: Elie Ofek and Ozge Turut
      A firm may want to preannounce its plans to develop a new product in order to stimulate future demand. But given that such communications can affect rivals' incentives to develop the same new product, a firm may decide to preannounce untruthfully in order to deter... View Details
      Keywords: Risk and Uncertainty; Announcements; Competition; Product Launch; Product Development
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      Ofek, Elie, and Ozge Turut. "Vaporware, Suddenware and Trueware: New Product Preannouncements under Market Uncertainty." Marketing Science 32, no. 2 (March–April 2013): 342–355.
      • February 2013 (Revised December 2015)
      • Case

      Groom Energy Solutions: Selling Efficiency

      By: Michael W. Toffel, Kira R. Fabrizio and Stephanie van Sice
      Groom Energy Solutions helps organizations reduce their energy use and costs through the implementation of energy efficiency measures, which create long-term financial and environmental benefits. With early success serving customers in the cold storage and industrial... View Details
      Keywords: Groom Energy Solutions; Jon Guerster; Salem, MA; Energy Management; Energy Efficiency Paradox; Sustainability Management; Manufacturing; Cold Storage; Commercial Real Estate; Enterprise Smart Grid; Carbon Accounting; LED Lighting; Sustainability Research; Entrepreneurship; Environmental Entrepreneurship; Energy Entrepreneurship; Energy Services; Electricity; Startup; Expansion; Growth; Sustainability; Business Startups; Forecasting and Prediction; Energy Conservation; Revenue; Geographic Location; Human Resources; Management; Growth and Development Strategy; Market Entry and Exit; Operations; Service Delivery; Strategic Planning; Science; Environmental Sustainability; Climate Change; Society; Social Issues; Technology Adoption; Energy Industry; Green Technology Industry; Technology Industry; Utilities Industry; United States; Boston
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      Toffel, Michael W., Kira R. Fabrizio, and Stephanie van Sice. "Groom Energy Solutions: Selling Efficiency." Harvard Business School Case 613-054, February 2013. (Revised December 2015.)
      • January 2013
      • Case

      Brannigan Foods: Strategic Marketing Planning

      By: John A. Quelch and James T. Kindley
      The soup division at Brannigan Foods contributes over 40% of the firm's revenue. The general manager is concerned that the soup industry is declining and that the soup division shows declining profits and market share, especially among the important baby boomer... View Details
      Keywords: United States; Consumer Marketing; Acquisitions; Forecasting; Quantitative Analysis; Risk Management; Decision Making; Budgeting; Supermarkets; Strategic Planning; Demand and Consumers; Marketing Strategy; Food; Resource Allocation; Acquisition; Product Development; Retail Industry; Food and Beverage Industry
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      Quelch, John A., and James T. Kindley. "Brannigan Foods: Strategic Marketing Planning." Harvard Business School Brief Case 913-545, January 2013.
      • 2013
      • Chapter

      Behavioral Corporate Finance: A Current Survey

      By: Malcolm Baker and Jeffrey Wurgler
      We survey the theory and evidence of behavioral corporate finance, which generally takes one of two approaches. The market timing and catering approach views managerial financing and investment decisions as rational managerial responses to securities mispricing. The... View Details
      Keywords: Managerial Roles; Theory; Corporate Finance; Financial Management; Investment; Market Timing; Behavioral Finance; Prejudice and Bias; Economics; Forecasting and Prediction
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      Baker, Malcolm, and Jeffrey Wurgler. "Behavioral Corporate Finance: A Current Survey." In Handbook of the Economics of Finance, Volume 2A: Corporate Finance, edited by George M. Constantinides, Milton Harris, and Rene M. Stulz, 357–424. Handbooks in Economics. New York: Elsevier, 2013.
      • 2013
      • Book

      Business Analysis and Valuation: Using Financial Statements, Text and Cases

      By: Krishna G. Palepu and Paul M. Healy
      This book provides a framework for business analysis and has been used by business schools throughout the world. It provides a foundation for analysis using four key steps: 1) Strategy analysis: Identifying a firm's strategy and understanding sources of its competitive... View Details
      Keywords: Governance; Debt Securities; Valuation; Performance Evaluation; Financial Statements; Credit; Business Ventures; Strategy; Financial Condition; Mergers and Acquisitions; Forecasting and Prediction
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      Palepu, Krishna G., and Paul M. Healy. Business Analysis and Valuation: Using Financial Statements, Text and Cases. 5th ed. Cengage Learning, 2013.
      • June 2012
      • Article

      Decoding Inside Information

      By: Lauren Cohen, Christopher Malloy and Lukasz Pomorski
      Using a simple empirical strategy, we decode the information in insider trading. Exploiting the fact that insiders trade for a variety of reasons, we show that there is predictable, identifiable "routine" insider trading that is not informative for the future of firms.... View Details
      Keywords: Strategy; Financial Markets; Forecasting and Prediction; Law Enforcement; Opportunities; Geographic Location; Business Earnings
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      Cohen, Lauren, Christopher Malloy, and Lukasz Pomorski. "Decoding Inside Information." Journal of Finance 67, no. 3 (June 2012): 1009–1043. (Winner of Chicago Quantitative Alliance Academic Paper Competition. First Prize presented by Chicago Quantitative Alliance.  Winner of Institute for Quantitative Investment Research (INQUIRE) Grant presented by Institute for Quantitative Investment Research.)
      • Spring 2013
      • Article

      Does Mandatory IFRS Adoption Improve the Information Environment?

      By: Joanne Horton, George Serafeim and Ioanna Serafeim
      We examine the effect of mandatory International Financial Reporting Standards (IFRS) adoption on firms' information environment. We find that after mandatory IFRS adoption, consensus forecast errors decrease for firms that mandatorily adopt IFRS relative to forecast... View Details
      Keywords: International Accounting; Financial Reporting; Standards; Information; Quality; Earnings Management
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      Horton, Joanne, George Serafeim, and Ioanna Serafeim. "Does Mandatory IFRS Adoption Improve the Information Environment?" Contemporary Accounting Research 30, no. 1 (Spring 2013): 388–423.
      • December 2012
      • Case

      Coca-Cola: Residual Income Valuation

      By: Suraj Srinivasan, Beiting Cheng and Edward J. Riedl
      The case illustrates the use of the residual income (also known as the abnormal earnings) valuation approach. Students are asked to provide a valuation of Coca-Cola Company using the residual income valuation methodology and understand how it maps into the discounted... View Details
      Keywords: Business Earnings; Valuation; Financial Statements; Equity; Food and Beverage Industry
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      Srinivasan, Suraj, Beiting Cheng, and Edward J. Riedl. "Coca-Cola: Residual Income Valuation." Harvard Business School Case 113-056, December 2012.
      • November 2012
      • Exercise

      Coca-Cola: Residual Income Valuation Exercise

      By: Suraj Srinivasan
      The exercise illustrates the use of the residual income (also known as the abnormal earnings) valuation approach. Students are asked to provide a valuation of Coca-Cola Company using the residual income valuation methodology and understand how it maps into the... View Details
      Keywords: Business Analysis; Valuation; Residual Income Valuation; Accounting; Financial Accounting; Financial Analysis; Financial Statement Analysis; Financial Statements; Discounted Cash Flows
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      Srinivasan, Suraj, Beiting Cheng, and Edward J. Riedl. "Coca-Cola: Residual Income Valuation Exercise." Harvard Business School Exercise 113-056, November 2012.
      • October 2012 (Revised September 2014)
      • Case

      Doing Business in Vietnam

      By: Alan MacCormack, Michael Shih-ta Chen and Dawn H. Lau
      This case gives an overview of the current business environment in Vietnam as of 2012. The first part of the case introduces the main economic, political and cultural aspects of the country of which anyone who has business interest in the country ought to be aware.... View Details
      Keywords: Emerging Market Finance; Emergent Countries; Business History; Economic History; Emerging Markets; Business Ventures; Strategy; Viet Nam
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      MacCormack, Alan, Michael Shih-ta Chen, and Dawn H. Lau. "Doing Business in Vietnam." Harvard Business School Case 713-434, October 2012. (Revised September 2014.)
      • Fall 2012
      • Article

      Innovation Strategy and Entry Deterrence

      By: Ozge Turut and Elie Ofek
      We model an incumbent's decision to pursue radical or incremental innovation when facing a rival entrant. The radical innovation may yield lucrative financial returns but entails significant technological and market-related uncertainties. It is also particularly... View Details
      Keywords: Competition; Innovation Strategy; Risk and Uncertainty; Markets; Mathematical Methods
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      Turut, Ozge, and Elie Ofek. "Innovation Strategy and Entry Deterrence." Journal of Economics & Management Strategy 12, no. 3 (Fall 2012).
      • June 2012
      • Case

      Innovating at AT&T: Partnering to Lead the Broadband Revolution

      By: Lynda M. Applegate, Phillip Andrews and Kerry Herman
      In 2010, the U.S. retail market value for next-generation non-handset wirelessly-enabled devices was just over $1 billion. By 2011 it had grown 1,141% to $13.2 billion and was forecast to reach $24.7 billion in 2015. At the same time, user demand for data was surging... View Details
      Keywords: Innovation & Entrepreneurship; Team Leadership; Emerging Technologies; Business Models; Business To Business; Corporate Vision; Growth Strategy; Corporate Culture; Innovation and Invention; Corporate Entrepreneurship; Partners and Partnerships; Leadership; Mobile and Wireless Technology; Growth and Development Strategy; Globalized Firms and Management; Business Model; Technology Industry; United States
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      Applegate, Lynda M., Phillip Andrews, and Kerry Herman. "Innovating at AT&T: Partnering to Lead the Broadband Revolution." Harvard Business School Case 812-124, June 2012.
      • June 2012
      • Article

      Comovement and Predictability Relationships Between Bonds and the Cross-Section of Stocks

      By: Malcolm Baker and Jeffrey Wurgler
      Government bonds comove more strongly with bond-like stocks: stocks of large, mature, low-volatility, profitable, dividend-paying firms that are neither high growth nor distressed. Variables derived from the yield curve that are already known to predict returns on... View Details
      Keywords: Relationships; Bonds; Stocks; Investment Return; Cash Flow; Quality; Risk and Uncertainty; Forecasting and Prediction; Profit
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      Baker, Malcolm, and Jeffrey Wurgler. "Comovement and Predictability Relationships Between Bonds and the Cross-Section of Stocks." Review of Asset Pricing Studies 2, no. 1 (June 2012): 57–87.
      • June 2012
      • Article

      Consequence-Cause Matching: Looking to the Consequences of Events to Infer Their Causes

      By: Robyn A. LeBoeuf and Michael I. Norton
      We show that people non-normatively infer event causes from event consequences. For example, people inferred that a product failure (computer crash) had a large cause (widespread computer virus) if it had a large consequence (job loss), but that the identical failure... View Details
      Keywords: Causal Inference; Product; Forecasting and Prediction; Motivation and Incentives; Failure
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      LeBoeuf, Robyn A., and Michael I. Norton. "Consequence-Cause Matching: Looking to the Consequences of Events to Infer Their Causes." Journal of Consumer Research 39, no. 1 (June 2012): 128–141.
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