Publications

May 2014
Article

Observation Bias: The Impact of Demand Censoring on Newsvendor Level and Adjustment Behavior

By: Nils Rudi and David Drake

In an experimental newsvendor setting we investigate three phenomena: level behavior—the decision-maker's average ordering tendency; adjustment behavior—the tendency to adjust period-to-period order quantities; and observation bias—the tendency to... View Details

Keywords: Prejudice and Bias; Behavior; Logistics; Decision Making

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June 2006 (Revised June 2007)
Background Note

The Challenge Facing the U.S. Healthcare Delivery System

By: Richard M.J. Bohmer and Carin-Isabel Knoop

Discusses the challenges currently facing the U.S. health care delivery system. These challenges frame the problems managers of delivery organizations are currently facing. They include a burgeoning gap between demand and supply. Demand for health care services is... View Details

Keywords: Health Care and Treatment; Health Industry; United States

2010
Working Paper

Do Bonuses Enhance Sales Productivity? A Dynamic Structural Analysis of Bonus-Based Compensation Plans

By: Doug J. Chung, Thomas J. Steenburgh and K. Sudhir

We estimate a dynamic structural model of sales force response to a bonus based compensation plan. The paper has two main methodological innovations: First, we implement empirically the method proposed by Arcidiacono and Miller (2010) to accommodate unobserved latent... View Details

Keywords: Compensation and Benefits; Performance Productivity; Mathematical Methods; Salesforce Management; Motivation and Incentives

SSRN

August 1995
Background Note

Managing in an Information Age: IT Challenges and Opportunities

By: Lynda M. Applegate

The co-evolution of technology, work, and the workforce over the past 30 years has dramatically influenced our concept of organizations and the industries within which they compete. No longer simply a tool to support "back-office" transactions, IT has become a... View Details

Keywords: Information Technology; Information Management; Restructuring; Technological Innovation; Corporate Strategy; Organizational Design; Organizational Change and Adaptation; Information Technology Industry

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Research Summary

Experiential Learning and Knowledge Mentors

By: Dorothy A. Leonard

Dorothy Leonard’s research on innovation and knowledge transfer has always emphasized learning by doing. During the past several years, she has been exploring how organizations can foster faster skills learning. While there are generational differences in... View Details

09 Dec 2016
Video

Digital Innovation and Transformation: Goggles Not Required

August 2018
Case

Digital Transformation at Brazilian Retailer Magazine Luiza

By: Thales S. Teixeira, Leandro A. Guissoni and Tania Modesto Veludo-de-Oliveira

By late 2017, Brazilian retailer Magazine Luiza's CEO was convinced that the company could significantly grow sales and accomplish its aspirations of digital transformation. What was unclear in his mind was whether he should act as a tech company and grow as fast as... View Details

Keywords: Digital; Ecommerce; Retailing; Brazil; Bricks And Mortar; Pricing; Customer Lifetime Value; Growth and Development Strategy; Internet and the Web; Transformation; Decision Choices and Conditions; Retail Industry; Brazil

2024
Working Paper

Using LLMs for Market Research

By: James Brand, Ayelet Israeli and Donald Ngwe

Large language models (LLMs) have rapidly gained popularity as labor-augmenting tools for programming, writing, and many other processes that benefit from quick text generation. In this paper we explore the uses and benefits of LLMs for researchers and practitioners... View Details

Keywords: Large Language Model; Research; AI and Machine Learning; Analysis; Customers; Consumer Behavior; Technology Industry; Technology Industry

SSRN

September 2008 (Revised August 2009)
Case

Columbus Tubing: Steel is Real

By: Daniel C. Snow, Gary P. Pisano, Elena Corsi and Gudrun Urfalino Kristinsdottir

Columbus Tubing must choose to improve an old technology (steel) or to develop a new material (carbon fiber). The decision must take into account a complicated context: increased demand for the "old" steel products made in Italy, increasing power of carbon fiber... View Details

Keywords: Decision Choices and Conditions; Resource Allocation; Production; Research and Development; Information Technology; Bicycle Transportation; Asia; Italy

Article

Learning Models for Actionable Recourse

By: Alexis Ross, Himabindu Lakkaraju and Osbert Bastani

As machine learning models are increasingly deployed in high-stakes domains such as legal and financial decision-making, there has been growing interest in post-hoc methods for generating counterfactual explanations. Such explanations provide individuals adversely... View Details

Keywords: Machine Learning Models; Recourse; Algorithm; Mathematical Methods

24 May 2014
News

Analysts’ dim view of CSR brightens over time

September 2023
Article

The Health Costs of Dirty Energy: Evidence from the Capacity Market in Colombia

By: Achyuta Adhvaryu, Theresa Molina, Anant Nyshadham, Jorge Tamayo and Nicholas Torres

The health effects of “dirty” (fossil fuel driven) energy production are difficult to measure accurately due to the endogeneity of fuel choice. We exploit an electricity policy in Colombia that generates a price-based trigger for the use of thermal energy sources.... View Details

Keywords: Pollution; Health Disorders; Energy Industry; Colombia

George A. Riedel

George A. Riedel is the Henry B. Arthur Fellow and Senior Lecturer in the General Management Unit, where he currently teaches TEM (The Entrepreneurial Manager) and acts as a Section Chair in the Required Curriculum (RC). He has also taught TOM (Technology and... View Details

Case: Aptiv PLC Board of Directors (A)

Aptiv's board must decide whether a joint venture with an auto maker is the right next step in the company's efforts to develop and commercialize a production-ready autonomous driving system. While many commentators believed that Aptiv's self-driving technologies... View Details

Janice H. Hammond

Janice H. Hammond is the Jesse Philips Professor of Manufacturing. She currently serves as coursehead for the new MBA required course, Data Science for Managers. She serves as program chair for the HBS Executive Education International Women’s Foundation and Women’s... View Details

Keywords: apparel; distribution; e-commerce industry; manufacturing; retailing; textiles; transportation

March 2020
Article

Voluntary, Self-Regulatory, and Mandatory Disclosure of Oil and Gas Company Payments to Foreign Governments

By: Paul M. Healy and George Serafeim

Concerns about high rates of government corruption in resource-rich countries have led transparency advocates to urge oil and gas firms to disclose payments to host governments for natural resources. Transparency, they argue, can increase government accountability and... View Details

Keywords: Oil ＆ Gas; Corruption; Transparency; Self-regulation; Industry Self-regulation; Regulation; Disclosure; Disclosure Regulation; Energy Sources; Crime and Corruption; Corporate Disclosure; Governing Rules, Regulations, and Reforms; Energy Industry