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(1,266)
- News (116)
- Research (1,045)
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- Faculty Publications (792)
Show Results For
- All HBS Web
(1,266)
- News (116)
- Research (1,045)
- Events (3)
- Multimedia (6)
- Faculty Publications (792)
- 2022
- Working Paper
Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions
By: Caleb Kwon, Ananth Raman and Jorge Tamayo
We empirically analyze how managerial overrides to a commercial algorithm that forecasts demand and schedules labor affect store performance. We analyze administrative data from a large grocery retailer that utilizes a commercial algorithm to forecast demand and... View Details
Keywords: Employees; Human Capital; Performance; Applications and Software; Management Skills; Management Practices and Processes; Retail Industry
Kwon, Caleb, Ananth Raman, and Jorge Tamayo. "Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions." Working Paper, December 2022. (R&R Management Science.)
- May 1981
- Supplement
Stride Rite: Demand Forecasting Process (B)
Schleifer, Arthur, Jr. "Stride Rite: Demand Forecasting Process (B)." Harvard Business School Supplement 181-123, May 1981.
- 2024
- Working Paper
Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions
By: Caleb Kwon, Ananth Raman and Jorge Tamayo
We investigate whether corporate officers should grant managers discretion to override AI-driven demand forecasts and labor scheduling tools. Analyzing five years of administrative data from a large grocery retailer using such an AI tool, encompassing over 500 stores,... View Details
Keywords: AI and Machine Learning; Forecasting and Prediction; Working Conditions; Performance Productivity
Kwon, Caleb, Ananth Raman, and Jorge Tamayo. "Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions." Working Paper, April 2024.
- May 2007
- Case
Demand and Supply Forecasting at Air Products - Electronics Specialty Materials
Explores the process and inputs behind financial and operational forecasting in the Electronic Specialty Materials unit at Air Products and Chemicals, a global chemical company. The protagonist, John Goldberg, grapples with how to better integrate the two forecasting... View Details
Keywords: Demand and Consumers; Operations; Forecasting and Prediction; Supply and Industry; Finance; Chemical Industry
Kulp, Susan L., Taylor Randall, Shoshanah Cohen, and Zahra Kanji. "Demand and Supply Forecasting at Air Products - Electronics Specialty Materials." Harvard Business School Case 107-018, May 2007.
- 13 Apr 2007
- Working Paper Summaries
Incorporating Price and Inventory Endogeneity in Firm-Level Sales Forecasting
- fall 2007
- Article
Estimating Demand Uncertainty Using Judgmental Forecasts
By: Vishal Gaur, Saravanan Kesavan, Ananth Raman and Marshall L. Fisher
Gaur, Vishal, Saravanan Kesavan, Ananth Raman, and Marshall L. Fisher. "Estimating Demand Uncertainty Using Judgmental Forecasts." Manufacturing & Service Operations Management 9, no. 4 (fall 2007).
- 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
Kanter, Rosabeth Moss, and Jonathan Cohen. "Whither the Weather (Company): Forecasting 2016." Harvard Business School Case 316-143, January 2016. (Revised March 2016.)
- November 1982
- Case
Olympia Brewing Co.: Market Forecasting (Condensed)
Yip, George S. "Olympia Brewing Co.: Market Forecasting (Condensed)." Harvard Business School Case 583-049, November 1982.
- 01 Jan 2009
- News
Forecast 2009: Up in the Air
- 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
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.
- 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
Austin, James E., and David Yoffie. "Political Forecasting as a Management Tool." Journal of Forecasting 3, no. 4 (October–December 1984).
- October 1979 (Revised December 1981)
- Case
Olympia Brewing Co.: Market Forecasting (C)
Reibstein, David J., and George S. Yip. "Olympia Brewing Co.: Market Forecasting (C)." Harvard Business School Case 580-029, October 1979. (Revised December 1981.)
- 15 Apr 2019
- News
How Companies Should Prepare Their Forecasts
- Research Summary
Collaborative Planning, Forecasting and Replenishment (CPFR)
Conducting research on new management concepts in supply chain management like CPFR. Identifying best practices in the nine-step-CPFR process. Major differences in CPFR-implementation in the U.S., Europe, South America, Asia and Africa.Linking e-marketplaces in the... View Details
- October 1979 (Revised December 1981)
- Case
Olympia Brewing Co.: Market Forecasting (B)
Reibstein, David J., and George S. Yip. "Olympia Brewing Co.: Market Forecasting (B)." Harvard Business School Case 580-028, October 1979. (Revised December 1981.)
- 28 Nov 2009
- News
The Flaws in Holiday Sales Forecasts
- 23 Oct 2014
- News
Forecasting the Future of the Cloud
- January 1977 (Revised July 1985)
- Case
Perkin-Elmer Instrument Division: Plans and Forecasts (Revised)
Wheelwright, Steven C. "Perkin-Elmer Instrument Division: Plans and Forecasts (Revised)." Harvard Business School Case 677-150, January 1977. (Revised July 1985.)
- 24 Sep 2008
- Working Paper Summaries