Algorithmic Decision Making - Publications - Faculty & Research

13 Nov 2012
First Look

First Look: November 13

http://www.people.hbs.edu/mnorton/gray ward norton.pdf What Makes Analysts Say 'Buy'? Authors:Boris Groysberg, Paul M. Healy, Nitin Nohria, and George Serafeim Publication:Harvard Business Review 90, no. 11 (November 2012) Abstract An... View Details

Keywords: Sean Silverthorne

12 Sep 2023
What Do You Think?

Who Gets the Loudest Voice in DEI Decisions?

(AdobeStock/ Katleho S/peopleimages.com) Business leaders today face decisions of increasing complexity. They have to take into account far more than economics, in particular the increasing influence of matters under debate in the broader... View Details

Keywords: by James Heskett

Spring 2013
Article

Salience in Quality Disclosure: Evidence from the U.S. News College Rankings

By: Michael Luca and Jonathan Smith

How do rankings affect demand? This paper investigates the impact of college rankings, and the visibility of those rankings, on students' application decisions. Using natural experiments from U.S. News and World Report College Rankings, we present two main... View Details

Keywords: Rank and Position; Demand and Consumers; Quality; Decisions; Newspapers; United States

Citation

Find at Harvard

Read Now

16 Feb 2024
Research & Ideas

As AI Upends Recruiting, Job Seekers Need a Waze App for Careers

labor pool by turning marginalized candidates into productive employees. Four main steps Fuller says that creating a career navigation system that is fit for the 21st century requires: Creating new data sources. Good career navigation relies on accurate, timely data.... View Details

Keywords: by Rachel Layne; Information Technology; Technology

October 1999 (Revised March 2000)
Case

HP Consumer Products Business Organization: Distributing Printers via the Internet

By: Rajiv Lal, Kirthi Kalyanam, Shelby Mc Intyre and Edie Prescott

In spring 1998, Pradeep Jotwani, vice president and general manager of the Consumer Products Business Organization of the Hewlett-Packard Co. (HP), was contemplating the increasing success of e-commerce and its implications for his division. The consumer products group... View Details

Keywords: Decision Choices and Conditions; Marketing Channels; Business Processes; Problems and Challenges; Partners and Partnerships; Sales; Business Strategy; Information Technology; Consumer Products Industry

Citation

Educators

Purchase

Web

Entrepreneurship - Faculty & Research

competitive Darwinian contest. Instead, a few investors make decisions that are impacted by incentive, agency, and coordination problems, often before a new idea even has a chance to compete in a market. We... View Details

Web

General Management - Faculty & Research

back to the 1920s. However the decision to close the International Business group at HBS in 1973 shows the fragility of non-mainstream subject areas in business schools. Larger subjects and their faculty are gatekeepers to appointments... View Details

06 Jun 2018
Research & Ideas

Cut Salaries or Cut People? The Best Way to Survive a Downturn

He adds that if a firm doesn’t have a seasonal nature to it and opts to cut pay, it “can expect [its] best workers to walk out the door.” For employees, a decision to leave a company most likely depends on whether they can easily get... View Details

Keywords: by Rachel Layne

June 2001 (Revised June 2001)
Case

Student Who Was Missing-in-Action, The

Assistant Professor Sam Benson was about to end the class session portion of his course with only student projects remaining. Then, he received a phone call from a student, George McHenry, who had missed 11 of 20 sessions. McHenry wanted to know what he needed to do to... View Details

Keywords: Motivation and Incentives; Higher Education; Decision Choices and Conditions; Learning; Education Industry

Citation

Educators

Purchase

Article

The Impact of Forward-Looking Metrics on Employee Decision-Making: The Case of Customer Lifetime Value

By: Pablo Casas-Arce, Asis Martinez Jerez and V.G. Narayanan

This paper analyzes the effects of forward-looking metrics on employee decision-making. We use data from a bank that started providing branch managers with the customer lifetime value (CLV)—an estimate of the future value of the customer relationship—of mortgage... View Details

Keywords: Customer Lifetime Value; Forward-looking Metrics; Employees; Decision Making; Information; Customer Value and Value Chain; Banks and Banking; Mortgages; Outcome or Result

Citation

Find at Harvard

15 Sep 2022
Research & Ideas

Looking For a Job? Some LinkedIn Connections Matter More Than Others

When it comes to seeking a new job, making connections on LinkedIn can be key to landing an offer. But building a large network on the platform isn’t as crucial as cultivating the right kinds of connections, new research shows. While... View Details

Keywords: by Michael Blanding

Research Summary

Overview

Phil's work aims to identify the drivers of performance for healthcare organizations and providers, and the mechanisms by which this performance can change over time. In complex healthcare settings, the optimal choice of treatment can be highly ambiguous. As a... View Details

Keywords: Primary Care; Medical Decision-making; Learning By Doing; Healthcare Organizations; Healthcare Operations; Health Economics

2022
Working Paper

The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

By: Satyapriya Krishna, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu and Himabindu Lakkaraju

As various post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to develop a deeper understanding of if and when the explanations output by these methods disagree with each other, and how... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Mathematical Methods

Citation

Read Now

2008
Simulation

Everest Leadership and Team Simulation

By: Michael A. Roberto and Amy C. Edmondson

This item is currently not available for purchase on this site. To order, please contact Customer Service - (800) 545-7685 or (617) 783-7600. **REVISED AUGUST 2009!** This web-based simulation uses the dramatic context of a Mount Everest expedition to reinforce student... View Details

Keywords: Cooperation; Decision Choices and Conditions; Groups and Teams; Knowledge Sharing; Leadership

Citation

Web

Europe - Global

Rising Podcast Reimagining Reuse: The Vytal Case Featured on Climate Rising How can businesses shift consumer behavior to reduce packaging waste—and make reuse work at scale? In this episode of Climate Rising, Harvard Business School... View Details

24 Oct 2018
Sharpening Your Skills

Startup or Established Company? Which Is Best for You?

executive teams can be world class or “legacy” leaders who can’t move with the times. There are many tradeoffs when factoring leadership into the decision process of startup versus mature. Startup founded by serial entrepreneurs. This can... View Details

Keywords: by Julia B. Austin

February 2009
Article

Optimal Reserve Management and Sovereign Debt

By: Laura Alfaro and Fabio Kanczuk

Most models currently used to determine optimal foreign reserve holdings take the level of international debt as given. However, given the sovereign's willingness-to-pay incentive problems, reserve accumulation may reduce sustainable debt levels. In addition, assuming... View Details

Keywords: Borrowing and Debt; Motivation and Incentives; Decisions; Emerging Markets; Balance and Stability; Earnings Management; Policy; Interest Rates; International Finance; Cost

Citation

Find at Harvard

Read Now

28 Nov 2018
HBS Case

On Target: Rethinking the Retail Website

managers in the field make smart business decisions based on data. Those managers were encouraged to develop questions that could produce value if analysts could massage the data to provide accurate answers.... View Details

Keywords: by Dina Gerdeman; Retail