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  • All HBS Web  (3,378)
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    • Research  (2,486)
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  • All HBS Web  (3,378)
    • News  (517)
    • Research  (2,486)
    • Events  (43)
    • Multimedia  (18)
  • Faculty Publications  (1,605)
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  • 2002
  • Other Unpublished Work

The Maturity of Debt Issues and Predictable Variation in Bond Returns

By: Malcolm Baker, Robin Greenwood and Jeffrey Wurgler
The maturity of new debt issues predicts excess bond returns. When the share of long term debt issues in total debt issues is high, future excess bond returns are low. This predictive power comes in two parts. First, inflation, the real short-term rate, and the term... View Details
Keywords: Borrowing and Debt; Bonds; Investment Return; Financial Markets; Forecasting and Prediction
Citation
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Baker, Malcolm, Robin Greenwood, and Jeffrey Wurgler. "The Maturity of Debt Issues and Predictable Variation in Bond Returns." 2002. (First draft in 2001.)
  • 1989
  • Book

Forecasting Methods for Management

By: S. Makridakis and S. C. Wheelwright
Keywords: Forecasting and Prediction
Citation
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Makridakis, S., and S. C. Wheelwright. Forecasting Methods for Management. 5th ed. New York: John Wiley & Sons, 1989.
  • Article

Why Grit Requires Perseverance and Passion to Positively Predict Performance

By: Jon M. Jachimowicz, Andreas Wihler, Erica R. Bailey and Adam D. Galinsky
Prior studies linking grit—defined as perseverance and passion for long-term goals—to performance are beset by contradictory evidence. As a result, commentators have increasingly declared that grit has limited effects. We propose that this inconsistent evidence has... View Details
Keywords: Grit; Perseverance; Passion; Motivation; Personal Characteristics; Emotions; Performance; Motivation and Incentives
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Jachimowicz, Jon M., Andreas Wihler, Erica R. Bailey, and Adam D. Galinsky. "Why Grit Requires Perseverance and Passion to Positively Predict Performance." Proceedings of the National Academy of Sciences 115, no. 40 (October 2, 2018): 9980–9985.
  • July 2019
  • Case

Four Products: Predicting Diffusion (2019)

By: John Gourville
One job of product managers, marketers, strategic planners, and other corporate executives is to predict what the demand will be for a new product. This task is easier for certain classes of new products than for others. For new consumer package goods, for instance,... View Details
Keywords: Diffusion Processes; Product Adoption; Marketing; Forecasting and Prediction; Demand and Consumers; Product; Adoption; Product Launch
Citation
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Gourville, John. "Four Products: Predicting Diffusion (2019)." Harvard Business School Case 520-012, July 2019.
  • September 1960 (Revised April 1983)
  • Background Note

Note on Financial Forecasting

Introduction to basic techniques of constructing pro forma statements and cash budgets. Illustrated by examples, supplemented by exercises. View Details
Keywords: Analysis; Investment
Citation
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Helfert, Erich A. "Note on Financial Forecasting." Harvard Business School Background Note 206-048, September 1960. (Revised April 1983.)
  • May 2017
  • Case

Four Products: Predicting Diffusion (2017)

By: John Gourville
One job of product managers, marketers, strategic planners, and other corporate executives is to predict what the demand will be for a new product. This task is easier for certain classes of new products than for others. For new consumer package goods, for instance,... View Details
Keywords: Diffusion Processes; Product Adoption; Forecasting and Prediction; Product; Product Launch; Marketing
Citation
Educators
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Gourville, John. "Four Products: Predicting Diffusion (2017)." Harvard Business School Case 517-121, May 2017.
  • Research Summary

Does the Adoption of Rolling Forecasts Improve Planning?

This field study investigates the consequences of adopting rolling forecasts on organizational planning. Using quarterly product-line forecasted and realized sales data from several business units of a multinational biotechnology supplier, I find that subsequent to the... View Details
  • February 2021
  • Tutorial

Assessing Prediction Accuracy of Machine Learning Models

By: Michael Toffel and Natalie Epstein
This video describes how to assess the accuracy of machine learning prediction models, primarily in the context of machine learning models that predict binary outcomes, such as logistic regression, random forest, or nearest neighbor models. After introducing and... View Details
Keywords: Statistics; Experiments; Forecasting and Prediction; Performance Evaluation; AI and Machine Learning
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Toffel, Michael, and Natalie Epstein. Assessing Prediction Accuracy of Machine Learning Models. Harvard Business School Tutorial 621-706, February 2021. (Click here to access this tutorial.)
  • August 28, 2019
  • Article

How to Make Your Sales Forecasts More Accurate

By: Lou Shipley
Companies need consistently accurate sales forecasts — but unfortunately they are rare. That’s because many companies fail to align their sales and marketing departments, and that alignment is a prerequisite for forecast accuracy. Companies can achieve better alignment... View Details
Keywords: Sales; Forecasting and Prediction; Marketing; Alignment; Technology
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Shipley, Lou. "How to Make Your Sales Forecasts More Accurate." Harvard Business Review Digital Articles (August 28, 2019).
  • 2013
  • Other Teaching and Training Material

Operations Management Reading: Forecasting

By: Steven C. Wheelwright and Ann B. Winslow
Citation
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Wheelwright, Steven C., and Ann B. Winslow. "Operations Management Reading: Forecasting." Core Curriculum Readings Series. Harvard Business Publishing 8042HBH, 2013.
  • Article

Bringing Probability Judgments into Policy Debates via Forecasting Tournaments

By: Philip E. Tetlock, Barbara A. Mellers and J. Peter Scoblic
Political debates often suffer from vague-verbiage predictions that make it difficult to assess accuracy and improve policy. A tournament sponsored by the U.S. intelligence community revealed ways in which forecasters can better use probability estimates to make... View Details
Keywords: Tournaments; Politics; Depolarization; Knowledge Creation; Forecasting and Prediction; Government and Politics
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Tetlock, Philip E., Barbara A. Mellers, and J. Peter Scoblic. "Bringing Probability Judgments into Policy Debates via Forecasting Tournaments." Science 355, no. 6324 (February 3, 2017): 481–483.
  • October 2014
  • Teaching Note

Financial Policy at Apple, 2013 (A) and (B)

By: Mihir A. Desai and Elizabeth Meyer
This is the teaching note to HBS case 214-085: Financial Policy at Apple, 2013 (A). View Details
Keywords: Apple; Steve Jobs; Forecast; Forecasting; Forecasting And Prediction; Shareholder Activism; Share Repurchase; Dividends; Financial Ratios; Preferred Shares; Cash Distribution; Corporate Finance; Borrowing and Debt; Financial Management; Financial Strategy; Technology Industry; Consumer Products Industry; United States; Republic of Ireland
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Desai, Mihir A., and Elizabeth Meyer. "Financial Policy at Apple, 2013 (A) and (B)." Harvard Business School Teaching Note 215-022, October 2014.
  • 16 Mar 2018
  • Working Paper Summaries

Amount and Diversity of Digital Emotional Expression Predicts Happiness

Keywords: by Laura Vuillier, Alison Wood Brooks, June Gruber, Rui Sun, Michael I. Norton, Matthew James Samson, Emiliana Simon-Thomas, Paul Piff, Sarah Fan, Jordi Quoidbach, Charles Gorintin, Pete Fleming, Arturo Bejar, and Dacher Keltner
  • April 2016
  • Teaching Note

Whither the Weather (Company): Forecasting 2016

By: Rosabeth Moss Kanter and Jonathan Cohen
This Note was created for the purpose of aiding classroom instructors in the use of the Harvard Business School case, "Whither the Weather (Company): Forecasting 2016." As chairman and CEO, David Kenny guided the Weather Company's transformation from a cable television... View Details
Keywords: Weather Company; IBM; Digital; Technology; David Kenny; Television; Weather Channel; Legacy Business; Mainstream; Newstream; Reorganization; Acquisitions; Transformation; Information Technology; Television Entertainment; Acquisition; Consolidation; Change; Leadership
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Kanter, Rosabeth Moss, and Jonathan Cohen. "Whither the Weather (Company): Forecasting 2016." Harvard Business School Teaching Note 316-161, April 2016.
  • March 2018
  • Article

Polluted Morality: Air Pollution Predicts Criminal Activity and Unethical Behavior

By: Jackson G. Lu, Julia J. Lee, F. Gino and Adam D. Galinsky
Air pollution is a serious problem that influences billions of people globally. Although the health and environmental costs of air pollution are well known, the present research investigates its ethical costs. We propose that air pollution can increase criminal and... View Details
Keywords: Pollutants; Behavior; Moral Sensibility; Crime and Corruption
Citation
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Lu, Jackson G., Julia J. Lee, F. Gino, and Adam D. Galinsky. "Polluted Morality: Air Pollution Predicts Criminal Activity and Unethical Behavior." Psychological Science 29, no. 3 (March 2018): 340–355.
  • January 2024 (Revised February 2024)
  • Supplement

Accelerating with Caution: Forecasting and Managing birddogs’ Growth

By: Mark Egan
Citation
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Egan, Mark. "Accelerating with Caution: Forecasting and Managing birddogs’ Growth." Harvard Business School Spreadsheet Supplement 224-727, January 2024. (Revised February 2024.)
  • November 2003
  • Article

The Maturity of Debt Issues and Predictable Variation in Bond Returns

By: Malcolm Baker, Robin Greenwood and Jeffrey Wurgler
The maturity of new debt issues predicts excess bond returns. When the share of long-term debt issues in total debt issues is high, future excess bond returns are low. This predictive power comes in two parts. First, inflation, the real short-term rate, and the term... View Details
Keywords: Borrowing and Debt; Bonds; Investment Return; Financial Markets; Forecasting and Prediction
Citation
Find at Harvard
Read Now
Related
Baker, Malcolm, Robin Greenwood, and Jeffrey Wurgler. "The Maturity of Debt Issues and Predictable Variation in Bond Returns." Journal of Financial Economics 70, no. 2 (November 2003): 261–291.
  • January 1982 (Revised May 1983)
  • Case

Unitrode Corp. (B): Short Term Forecasting and Major Procurements

By: Arthur Schleifer Jr.
Keywords: Forecasting and Prediction
Citation
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Related
Schleifer, Arthur, Jr. "Unitrode Corp. (B): Short Term Forecasting and Major Procurements." Harvard Business School Case 182-179, January 1982. (Revised May 1983.)
  • 2009
  • Article

The Harvard Economic Service and the Problems of Forecasting

By: Walter Friedman
Keywords: Forecasting and Prediction; Higher Education; Problems and Challenges; Economics
Citation
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Friedman, Walter. "The Harvard Economic Service and the Problems of Forecasting." History of Political Economy 41, no. 1 (2009).
  • November 2011
  • Case

Four Products: Predicting Diffusion (2011)

By: John T. Gourville
An updated "Four Products" case. This 2011 version includes: sliced peanut butter, artificial dirt for thoroughbred race tracks, interactive tombstones, and stride-changing running shoes. These four products form the basis to assess the drivers of new product adoption.... View Details
Keywords: Innovation and Invention; Product Launch; Marketing
Citation
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Gourville, John T. "Four Products: Predicting Diffusion (2011)." Harvard Business School Case 512-047, November 2011.
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