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  • All HBS Web  (3,380)
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  • All HBS Web  (3,380)
    • News  (517)
    • Research  (2,488)
    • Events  (43)
    • Multimedia  (18)
  • Faculty Publications  (1,607)
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  • Article

Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses

By: Kaivalya Rawal and Himabindu Lakkaraju
As predictive models are increasingly being deployed in high-stakes decision-making, there has been a lot of interest in developing algorithms which can provide recourses to affected individuals. While developing such tools is important, it is even more critical to... View Details
Keywords: Predictive Models; Decision Making; Framework; Mathematical Methods
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Rawal, Kaivalya, and Himabindu Lakkaraju. "Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses." Advances in Neural Information Processing Systems (NeurIPS) 33 (2020).
  • June 2020
  • Teaching Note

Ride-Hailing Services: Forecasting Uber's Growth

By: Elie Ofek, Barak Libai and Eitan Muller
Teaching Note for HBS No. 519-097. View Details
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Ofek, Elie, Barak Libai, and Eitan Muller. "Ride-Hailing Services: Forecasting Uber's Growth." Harvard Business School Teaching Note 520-123, June 2020.
  • 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.
  • 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.)
  • 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
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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.
  • 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.)
  • Article

Quantile Evaluation, Sensitivity to Bracketing, and Sharing Business Payoffs

By: Y. Grushka-Cockayne, K. C. Lichtendahl, V.R.R. Jose and R.L. Winkler
From forecasting competitions to conditional value-at-risk requirements, the use of multiple quantile assessments is growing in practice. To evaluate them, we use a rule from the general class of proper scoring rules for a forecaster’s multiple quantiles of a single... View Details
Keywords: Forecast; Aggregation; Operations; Forecasting and Prediction; Mathematical Methods
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Grushka-Cockayne, Y., K. C. Lichtendahl, V.R.R. Jose, and R.L. Winkler. "Quantile Evaluation, Sensitivity to Bracketing, and Sharing Business Payoffs." Operations Research 65, no. 3 (May–June 2017): 712–728.
  • Article

Physical and Situational Inequality on Airplanes Predict Air Rage

By: K. A. DeCelles and Michael I. Norton
We posit that the modern airplane is a social microcosm of class-based society, and that the increasing incidence of “air rage” can be understood through the lens of inequality. Research on inequality typically examines the effects of relatively fixed, macrostructural... View Details
Keywords: Physical Inequality; Equality and Inequality; Behavior; Air Transportation; Situation or Environment
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DeCelles, K. A., and Michael I. Norton. "Physical and Situational Inequality on Airplanes Predict Air Rage." Proceedings of the National Academy of Sciences 113, no. 20 (May 17, 2016): 5588–5591.
  • May 2019
  • Case

Ride-Hailing Services: Forecasting Uber's Growth

By: Elie Ofek, Eitan Muller and Barak Libai
Citation
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Ofek, Elie, Eitan Muller, and Barak Libai. "Ride-Hailing Services: Forecasting Uber's Growth." Harvard Business School Case 519-097, May 2019.
  • 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
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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.
  • October 1982
  • Case

Data Resources, Inc.: The Tire-Production Forecast

By: Arthur Schleifer Jr.
Keywords: Forecasting and Prediction
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Schleifer, Arthur, Jr. "Data Resources, Inc.: The Tire-Production Forecast." Harvard Business School Case 183-096, October 1982.
  • July– September 2002
  • Article

Predictive Value and the Usefulness of Game Theoretic Models

By: Ido Erev, Alvin E. Roth, Robert L. Slonim and Greg Barron
Keywords: Value; Games, Gaming, and Gambling; Theory
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Erev, Ido, Alvin E. Roth, Robert L. Slonim, and Greg Barron. "Predictive Value and the Usefulness of Game Theoretic Models." International Journal of Forecasting 18, no. 3 (July– September 2002): 359–368.
  • 24 Sep 2020
  • Research & Ideas

Financial Meltdowns Are More Predictable Than We Thought

research by Harvard Business School Professors Robin Greenwood and Samuel G. Hanson begs to differ. Financial crises, even ones as calamitous as the 2007-2008 banking meltdown, are surprisingly predictable... View Details
Keywords: by Danielle Kost; Financial Services
  • 1983
  • Chapter

Analyzing Competitors: Predicting Competitor Behavior and Formulating Offensive and Defensive Strategy

By: M. E. Porter
Keywords: Competitive Strategy; Forecasting and Prediction; Behavior
Citation
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Porter, M. E. "Analyzing Competitors: Predicting Competitor Behavior and Formulating Offensive and Defensive Strategy." In Policy, Strategy, and Implementation, edited by Milton Leontiades. Random House, 1983.
  • Article

Mining Big Data to Extract Patterns and Predict Real-Life Outcomes

By: Michal Kosinki, Yilun Wang, Himabindu Lakkaraju and Jure Leskovec
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Kosinki, Michal, Yilun Wang, Himabindu Lakkaraju, and Jure Leskovec. "Mining Big Data to Extract Patterns and Predict Real-Life Outcomes." Psychological Methods 21, no. 4 (December 2016): 493–506.
  • April 2010
  • Teaching Note

Four Products (2008): Predicting Diffusion (TN)

By: John T. Gourville
Teaching Note for 508103. View Details
Keywords: Forecasting and Prediction; Marketing; Innovation and Invention; Demand and Consumers
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Gourville, John T. "Four Products (2008): Predicting Diffusion (TN)." Harvard Business School Teaching Note 510-113, April 2010.
  • 2009
  • Case

What People Want (and How to Predict It)

By: Thomas H. Davenport and Jeanne G. Harris
Historically, neither the creators nor the distributors of cultural products such as books or movies have used analytics -- data, statistics, predictive modeling -- to determine the likely success of their offerings. Instead, companies relied on the brilliance of... View Details
Keywords: Product Development; Creativity; Customer Satisfaction; Forecasting and Prediction; Markets; Business Model; Motion Pictures and Video Industry; Motion Pictures and Video Industry
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Davenport, Thomas H., and Jeanne G. Harris. "What People Want (and How to Predict It)." 2009.
  • May 1981
  • Supplement

Stride Rite: Demand Forecasting Process (B)

By: Arthur Schleifer Jr.
Keywords: Forecasting and Prediction; Apparel and Accessories Industry
Citation
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Schleifer, Arthur, Jr. "Stride Rite: Demand Forecasting Process (B)." Harvard Business School Supplement 181-123, May 1981.
  • Article

Political Forecasting as a Management Tool

By: James E. Austin and David Yoffie
Keywords: Forecasting and Prediction; Government and Politics; Management Analysis, Tools, and Techniques
Citation
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Austin, James E., and David Yoffie. "Political Forecasting as a Management Tool." Journal of Forecasting 3, no. 4 (October–December 1984).
  • January 2016 (Revised March 2016)
  • Case

Whither the Weather (Company): Forecasting 2016

By: Rosabeth Moss Kanter and Jonathan Cohen
CEO David Kenny led the transformation of the Weather Company from a television business to a Big Data technology company from 2012 until 2016, when IBM acquired its digital assets. This case discusses major decisions taken by Kenny starting in 2014 as he sought to... 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
Citation
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Kanter, Rosabeth Moss, and Jonathan Cohen. "Whither the Weather (Company): Forecasting 2016." Harvard Business School Case 316-143, January 2016. (Revised March 2016.)
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