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  • All HBS Web  (8,675)
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  • All HBS Web  (8,675)
    • People  (24)
    • News  (2,361)
    • Research  (5,627)
    • Events  (19)
    • Multimedia  (265)
  • Faculty Publications  (4,133)
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  • February 2015
  • Supplement

The Affordable Care Act (D): Making a Decision on the Employer-Sponsored Health Insurance Tax Exclusion

By: Joseph L. Bower and Michael Norris
In the summer of 2009, a meeting is called in the White House to discuss the impact of changing the rules on the employer-sponsored health insurance tax exclusion. View Details
Keywords: Health Care; Health Care Policy; Health; Government and Politics; Health Industry; United States
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Bower, Joseph L., and Michael Norris. "The Affordable Care Act (D): Making a Decision on the Employer-Sponsored Health Insurance Tax Exclusion." Harvard Business School Supplement 315-035, February 2015.
  • 30 Jan 2006
  • Research & Ideas

Looking Behind Bad Decisions

political science to explain drivers behind the crafting of public policy. Now Bazerman and coauthors Jonathan Baron and Katherine Shonk are looking into the psychology of decision making to provide a fuller... View Details
Keywords: by Manda Salls
  • October 2000 (Revised December 2000)
  • Exercise

Participant and Leader Behavior: Group Decision Simulation (C)

This series provides the instructions for a group decision-making simulation in which students experience four different methods for leading a group decision process. In the simulation, all students work in groups, with one person designated as the team leader. All... View Details
Keywords: Groups and Teams; Decision Making
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"Participant and Leader Behavior: Group Decision Simulation (C)." Harvard Business School Exercise 301-028, October 2000. (Revised December 2000.)
  • October 2000 (Revised December 2000)
  • Exercise

Participant and Leader Behavior: Group Decision Simulation (E)

This series provides the instructions for a group decision-making simulation in which students experience four different methods for leading a group decision process. In the simulation, all students work in groups, with one person designated as the team leader. All... View Details
Keywords: Groups and Teams; Decision Making
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"Participant and Leader Behavior: Group Decision Simulation (E)." Harvard Business School Exercise 301-030, October 2000. (Revised December 2000.)
  • 2021
  • Working Paper

When Does Uncertainty Matter?: Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making

By: Sean McGrath, Parth Mehta, Alexandra Zytek, Isaac Lage and Himabindu Lakkaraju
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McGrath, Sean, Parth Mehta, Alexandra Zytek, Isaac Lage, and Himabindu Lakkaraju. "When Does Uncertainty Matter?: Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making." Working Paper, January 2021.
  • February 1991
  • Case

Burlington Northern: The ARES Decision (A)

By: Julie H. Hertenstein and Robert S. Kaplan
Burlington Northern's decision whether to invest in ARES, an automated train control system, is a ($350 million) strategic investment in information technology. Although set in a service industry (railroad) the issues around this decision arise in many organizations... View Details
Keywords: Investment; Rail Transportation; Information Technology; Competitive Strategy; Performance Evaluation; Performance Effectiveness; Cost vs Benefits; Technology Adoption; Technological Innovation; Customers; Quality; Rail Industry
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Hertenstein, Julie H., and Robert S. Kaplan. "Burlington Northern: The ARES Decision (A)." Harvard Business School Case 191-122, February 1991.
  • 2006
  • Working Paper

Too Hot to Handle? Engaging in Hot Conflict to Make Better Decisions and Build Resilient Management

By: Amy C. Edmondson and Diana M. Smith
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Edmondson, Amy C., and Diana M. Smith. "Too Hot to Handle? Engaging in Hot Conflict to Make Better Decisions and Build Resilient Management." Harvard Business School Working Paper, No. 06-030, January 2006. (Revised July 2006.)
  • September 2020 (Revised July 2022)
  • Exercise

Artea (B): Including Customer-Level Demographic Data

By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details
Keywords: Targeting; Algorithmic Bias; Race; Gender; Marketing; Diversity; Customer Relationship Management; Demographics; Prejudice and Bias; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States
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Ascarza, Eva, and Ayelet Israeli. "Artea (B): Including Customer-Level Demographic Data." Harvard Business School Exercise 521-022, September 2020. (Revised July 2022.)
  • Research Summary

Overview

By: Himabindu Lakkaraju
I develop machine learning tools and techniques which enable human decision makers to make better decisions. More specifically, my research addresses the following fundamental questions pertaining to human and algorithmic decision-making:

1. How to build... View Details
Keywords: Artificial Intelligence; Machine Learning; Decision Analysis; Decision Support
  • December 1971 (Revised November 1975)
  • Background Note

Note on Decision Analysis

By: Paul W. Marshall
Keywords: Decision Making; Management Analysis, Tools, and Techniques
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Marshall, Paul W. "Note on Decision Analysis." Harvard Business School Background Note 172-221, December 1971. (Revised November 1975.)
  • 18 Nov 2016
  • Conference Presentation

Rawlsian Fairness for Machine Learning

By: Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Leon Roth
Motivated by concerns that automated decision-making procedures can unintentionally lead to discriminatory behavior, we study a technical definition of fairness modeled after John Rawls' notion of "fair equality of opportunity". In the context of a simple model of... View Details
Keywords: Machine Learning; Algorithms; Fairness; Decision Making; Mathematical Methods
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Joseph, Matthew, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Leon Roth. "Rawlsian Fairness for Machine Learning." Paper presented at the 3rd Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), November 18, 2016.
  • 23 Jun 2023
  • HBS Case

This Company Lets Employees Take Charge—Even with Life and Death Decisions

Is it possible to truly empower employees to make their own decisions—even when those decisions could mean life or death? That is the question posed by Dutch home healthcare organization Buurtzorg, which has... View Details
Keywords: by Annelena Lobb; Health
  • 03 Nov 2003
  • Research & Ideas

Making Money Making Movies

Universal that produce and distribute movies. More and more, fears of piracy impact decisions that industry executives make regarding release strategies. However, a different picture emerges for theatrical... View Details
Keywords: by Manda Salls; Entertainment & Recreation; Motion Pictures & Video
  • 26 Sep 2013
  • Conference Presentation

Next Generation Approaches to Managing Business Conduct

By: Lynn S. Paine
Keywords: Ethical Decision Making; Ethical Behavior; Business Ethics; Decision Making; Ethics
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Paine, Lynn S. "Next Generation Approaches to Managing Business Conduct." Paper presented at the Ethics & Compliance Conference, Ethics & Compliance Officer Association, Chicago, IL, September 26, 2013.
  • October 2006 (Revised August 2008)
  • Background Note

Performing Industry Research to Inform Investment Decisions

Conducting thorough research about an industry is often an important component of investment analysis. Written specifically for HBS MBA students, provides guidance on how to perform industry research to inform investment decisions. Provides detailed information about... View Details
Keywords: Decision Choices and Conditions; Investment; Supply and Industry; Research
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El-Hage, Nabil N., and Ann Cullen. "Performing Industry Research to Inform Investment Decisions." Harvard Business School Background Note 207-069, October 2006. (Revised August 2008.)
  • January 1987
  • Article

Posterior Implementability in a Two-person Decision Problem

By: Jerry R. Green and Jean-Jacques Laffont
When a decision rule is implemented using a Bayesian incentive compatible mechanism in which the messages are publicly observable, the players' information is augmented by their observation of each others' strategies. In this paper we study the set of Bayesian... View Details
Keywords: Incentives; Commitment; Mechanism Design; Decision Making; Information
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Green, Jerry R., and Jean-Jacques Laffont. "Posterior Implementability in a Two-person Decision Problem." Econometrica 55, no. 1 (January 1987): 69–94.
  • May 1993 (Revised October 1993)
  • Case

Wesfarmers Limited.: The Dividend Decision

By: Dwight B. Crane
Keywords: Stocks; Decision Making
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Crane, Dwight B. "Wesfarmers Limited.: The Dividend Decision." Harvard Business School Case 293-098, May 1993. (Revised October 1993.)
  • December 2001
  • Case

Sarah Vickers-Willis: Career Decisions (B)

By: Myra M. Hart, Lynda M. Applegate, Sarah Harden and Susan Saltrick
Supplements the (A) case. View Details
Keywords: Decisions; Leadership; Internet and the Web; Social Entrepreneurship; Personal Development and Career; Gender; Business Startups
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Hart, Myra M., Lynda M. Applegate, Sarah Harden, and Susan Saltrick. "Sarah Vickers-Willis: Career Decisions (B)." Harvard Business School Case 802-112, December 2001.
  • 1965
  • Article

Group Decision Making: A Report of an Experimental Study

By: Joseph L. Bower
When a group of people must decide on some one action, such as where shall we go out to dinner, or in an investment club which stock shall we buy, how do the individual members come to a decision that affords the best resolution of the question at hand for the group as... View Details
Keywords: Groups and Teams; Decision Making; Conflict Management
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Bower, Joseph L. "Group Decision Making: A Report of an Experimental Study." Behavioral Science 10, no. 3 (1965): 277–289.
  • November 14, 2015
  • Other Article

Make or Buy Decisions Over Upstream and Downstream Inputs: An Investigation of Firm Boundaries Along Value Chains

By: Laura Alfaro, Pol Antràs, Davin Chor and Paola Conconi
Citation
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Alfaro, Laura, Pol Antràs, Davin Chor, and Paola Conconi. "Make or Buy Decisions Over Upstream and Downstream Inputs: An Investigation of Firm Boundaries Along Value Chains." Vox, CEPR Policy Portal (November 14, 2015).
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