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  • All HBS Web  (3,379)
    • News  (517)
    • Research  (2,487)
    • Events  (43)
    • Multimedia  (18)
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  • May 1981 (Revised June 1994)
  • Case

Stride Rite: Demand Forecasting Process (A)

By: Arthur Schleifer Jr.
Keywords: Demand and Consumers; Forecasting and Prediction; Apparel and Accessories Industry
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Schleifer, Arthur, Jr. "Stride Rite: Demand Forecasting Process (A)." Harvard Business School Case 181-122, May 1981. (Revised June 1994.)
  • 2007
  • Working Paper

Incorporating Price and Inventory Endogeneity in Firm-Level Sales Forecasting

By: Saravanan Kesavan, Vishal Gaur and Ananth Raman
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Kesavan, Saravanan, Vishal Gaur, and Ananth Raman. "Incorporating Price and Inventory Endogeneity in Firm-Level Sales Forecasting." Harvard Business School Working Paper, No. 07-056, March 2007.
  • 06 May 2015
  • What Do You Think?

Are You Ready for Personalized Predictive Analytics?

amounts of inventory that ensure an in-stock position when an order is received. An argument can be made that any forecast and inventory is based on predictive analytics. But... View Details
Keywords: by James Heskett
  • June 2020
  • Supplement

Ride-Hailing Services: Forecasting Uber's Growth

By: E. Ofek, Eitan Muller and Barak Libai
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Ofek, E., Eitan Muller, and Barak Libai. "Ride-Hailing Services: Forecasting Uber's Growth." Harvard Business School PowerPoint Supplement 520-714, June 2020.
  • January 2024 (Revised February 2024)
  • Supplement

Accelerating with Caution: Forecasting and Managing birddogs’ Growth

By: Mark Egan
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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.)
  • April 2008
  • Case

Four Products: Predicting Diffusion (2008)

By: John T. Gourville
An updated "Four Products" case. This 2008 version includes: sliced peanut butter, foldable bicycle tires, high-end wooden puzzles, and artificial dirt for thoroughbred race tracks. These four products form the basis to assess the drivers of new product adoption. In... View Details
Keywords: Forecasting and Prediction; Innovation and Invention; Product Marketing; Demand and Consumers; Adoption
Citation
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Gourville, John T. "Four Products: Predicting Diffusion (2008)." Harvard Business School Case 508-103, April 2008.
  • January 1982 (Revised May 1983)
  • Case

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

By: Arthur Schleifer Jr.
Keywords: Forecasting and Prediction
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Schleifer, Arthur, Jr. "Unitrode Corp. (B): Short Term Forecasting and Major Procurements." Harvard Business School Case 182-179, January 1982. (Revised May 1983.)
  • October 2008
  • Article

The Effect of Macro Information Environment Change on the Quality of Management Earnings Forecasts

The 1990s were characterized by substantial increases in the performance of and investor reliance on financial analysts. Because managers possess superior private information and issue forecasts to align investors' expectations with their own, we predict that... View Details

Keywords: Information; Performance Expectations; Earnings Management; Financial Reporting; Forecasting and Prediction
Citation
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Baginski, Stephen P., John M. Hassell, and Michael D. Kimbrough. "The Effect of Macro Information Environment Change on the Quality of Management Earnings Forecasts." Review of Quantitative Finance and Accounting 31, no. 3 (October 2008): 311–330.
  • April 2025
  • Article

Buying (Quality) Time Predicts Relationship Satisfaction

By: A.V. Whillans, Jessie Pow and Joe J. Gladstone
Seven studies examine the association between time-saving purchases (e.g., housecleaning and meal delivery services) and relationship satisfaction. Study 1 uses an eleven-year longitudinal panel survey to show that increases in time-saving purchases predict long-term... View Details
Keywords: Personal Finance; Family and Family Relationships; Satisfaction; Well-being
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Whillans, A.V., Jessie Pow, and Joe J. Gladstone. "Buying (Quality) Time Predicts Relationship Satisfaction." Journal of Personality and Social Psychology 128, no. 4 (April 2025): 821–863.
  • April 2011
  • Teaching Note

Prediction Markets at Google (TN)

Teaching Note for 607088. View Details
Keywords: Interests; Forecasting and Prediction; Market Participation; Information Technology Industry
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Coles, Peter A. "Prediction Markets at Google (TN)." Harvard Business School Teaching Note 911-070, April 2011.
  • June 2021
  • Article

From Predictions to Prescriptions: A Data-driven Response to COVID-19

By: Dimitris Bertsimas, Léonard Boussioux, Ryan Cory-Wright, Arthur Delarue, Vassilis Digalakis Jr, Alexander Jacquillat, Driss Lahlou Kitane, Galit Lukin, Michael Lingzhi Li, Luca Mingardi, Omid Nohadani, Agni Orfanoudaki, Theodore Papalexopoulos, Ivan Paskov, Jean Pauphilet, Omar Skali Lami, Bartolomeo Stellato, Hamza Tazi Bouardi, Kimberly Villalobos Carballo, Holly Wiberg and Cynthia Zeng
The COVID-19 pandemic has created unprecedented challenges worldwide. Strained healthcare providers make difficult decisions on patient triage, treatment and care management on a daily basis. Policy makers have imposed social distancing measures to slow the disease, at... View Details
Keywords: COVID-19; Health Pandemics; AI and Machine Learning; Forecasting and Prediction; Analytics and Data Science
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Bertsimas, Dimitris, Léonard Boussioux, Ryan Cory-Wright, Arthur Delarue, Vassilis Digalakis Jr, Alexander Jacquillat, Driss Lahlou Kitane, Galit Lukin, Michael Lingzhi Li, Luca Mingardi, Omid Nohadani, Agni Orfanoudaki, Theodore Papalexopoulos, Ivan Paskov, Jean Pauphilet, Omar Skali Lami, Bartolomeo Stellato, Hamza Tazi Bouardi, Kimberly Villalobos Carballo, Holly Wiberg, and Cynthia Zeng. "From Predictions to Prescriptions: A Data-driven Response to COVID-19." Health Care Management Science 24, no. 2 (June 2021): 253–272.
  • 1999
  • Working Paper

Positive Illusions and Forecasting Errors in Mutual Fund Investment Decisions

By: Don A. Moore, Terri Kurtzberg, Craig R. Fox and Max Bazerman
Citation
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Moore, Don A., Terri Kurtzberg, Craig R. Fox, and Max Bazerman. "Positive Illusions and Forecasting Errors in Mutual Fund Investment Decisions." Harvard Business School Working Paper, No. 99-123, May 1999.
  • August 2021
  • Case

Precision Paint Co.

By: Iavor I. Bojinov, Chiara Farronato, Janice H. Hammond, Michael Parzen and Paul Hamilton
Describes a marketing director about to launch a new process for demand forecasting. Provides data that allow students to do a multivariable regression analysis. A rewritten version of an earlier case. View Details
Keywords: Regression; Prediction; Forecasting; Data Science; Analysis; Forecasting and Prediction
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Bojinov, Iavor I., Chiara Farronato, Janice H. Hammond, Michael Parzen, and Paul Hamilton. "Precision Paint Co." Harvard Business School Case 622-055, August 2021.
  • December 2021
  • Article

Entrepreneurial Learning and Strategic Foresight

By: Aticus Peterson and Andy Wu
We study how learning by experience across projects affects an entrepreneur's strategic foresight. In a quantitative study of 314 entrepreneurs across 722 crowdfunded projects supplemented with a program of qualitative interviews, we counterintuitively find that... View Details
Keywords: Crowdfunding; Experience; Prediction; Timeline; Complexity; Entrepreneurship; Learning; Experience and Expertise; Forecasting and Prediction
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Peterson, Aticus, and Andy Wu. "Entrepreneurial Learning and Strategic Foresight." Art. 1. Strategic Management Journal 42, no. 13 (December 2021): 2357–2388. (Lead article.)
  • 1996
  • Chapter

The Power of Predictability

By: H. H. Stevenson and Mihnea Moldoveanu
Keywords: Forecasting and Prediction
Citation
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Stevenson, H. H., and Mihnea Moldoveanu. "The Power of Predictability." In The Quest for Loyalty: Creating Value Through Partnership, edited by Fred Reichheld. Boston: Harvard Business School Press, 1996.
  • 2009
  • Article

The Harvard Economic Service and the Problems of Forecasting

By: Walter Friedman
Keywords: Forecasting and Prediction; Higher Education; Problems and Challenges; Economics
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Friedman, Walter. "The Harvard Economic Service and the Problems of Forecasting." History of Political Economy 41, no. 1 (2009).
  • July–August 1995
  • Article

The Power of Predictability

By: H. H. Stevenson and M. C. Moldoveanu
Keywords: Forecasting and Prediction
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Stevenson, H. H., and M. C. Moldoveanu. "The Power of Predictability." Harvard Business Review 73, no. 4 (July–August 1995).
  • 2013
  • Working Paper

Return Predictability in the Treasury Market: Real Rates, Inflation, and Liquidity

By: Carolin E. Pflueger and Luis M. Viceira
Estimating the liquidity differential between inflation-indexed and nominal bond yields, we separately test for time-varying real rate risk premia, inflation risk premia, and liquidity premia in U.S. and U.K. bond markets. We find strong, model independent evidence... View Details
Keywords: Expectations Hypothesis; Term Structure; Real Interest Rate Risk; Inflation Risk; Inflation-Indexed Bonds; Financial Crisis; Inflation and Deflation; Financial Liquidity; Bonds; Investment Return; Risk and Uncertainty; United Kingdom; United States
Citation
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Pflueger, Carolin E., and Luis M. Viceira. "Return Predictability in the Treasury Market: Real Rates, Inflation, and Liquidity." Harvard Business School Working Paper, No. 11-094, March 2011. (Revised September 2013.)
  • July 2019
  • Article

'Forward Flow': A New Measure to Quantify Free Thought and Predict Creativity

By: Kurt Gray, Stephen Anderson, Eric Evan Chen, John Michael Kelly, Michael S. Christian, John Patrick, Laura Huang, Yoed N. Kenett and Kevin Lewis
When the human mind is free to roam, its subjective experience is characterized by a continuously evolving stream of thought. Although there is a technique that captures people’s streams of free thought—free association—its utility for scientific research is undermined... View Details
Keywords: Cognition and Thinking; Creativity; Forecasting and Prediction
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Gray, Kurt, Stephen Anderson, Eric Evan Chen, John Michael Kelly, Michael S. Christian, John Patrick, Laura Huang, Yoed N. Kenett, and Kevin Lewis. "'Forward Flow': A New Measure to Quantify Free Thought and Predict Creativity." American Psychologist 74, no. 5 (July 2019): 539–554.
  • October 1982
  • Case

Data Resources, Inc.: The Tire-Production Forecast

By: Arthur Schleifer Jr.
Keywords: Forecasting and Prediction
Citation
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Schleifer, Arthur, Jr. "Data Resources, Inc.: The Tire-Production Forecast." Harvard Business School Case 183-096, October 1982.
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