Publications

2022
Article

A Human-Centric Take on Model Monitoring

By: Murtuza Shergadwala, Himabindu Lakkaraju and Krishnaram Kenthapadi

Predictive models are increasingly used to make various consequential decisions in high-stakes domains such as healthcare, finance, and policy. It becomes critical to ensure that these models make accurate predictions, are robust to shifts in the data, do not rely on... View Details

Keywords: AI and Machine Learning; Research and Development; Demand and Consumers

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19 Dec 2023
Research & Ideas

15 Podcast Episodes That Grabbed Listeners in 2023

much like jazz. He also shares stories about a former president's photo and the acquisition of a television system to illustrate strategies for succeeding at the bargaining table. Jill Avery on Building a Winning Brand Portfolio What can... View Details

Keywords: by Danielle Kost

2022
Working Paper

Rethinking Explainability as a Dialogue: A Practitioner's Perspective

By: Himabindu Lakkaraju, Dylan Slack, Yuxin Chen, Chenhao Tan and Sameer Singh

As practitioners increasingly deploy machine learning models in critical domains such as healthcare, finance, and policy, it becomes vital to ensure that domain experts function effectively alongside these models. Explainability is one way to bridge the gap between... View Details

Keywords: Natural Language Conversations; AI and Machine Learning; Experience and Expertise; Interactive Communication; Business and Stakeholder Relations

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Teaching Interest

Tuck MBA Program

VG is the most popular teacher in the Tuck MBA Program. VG has been named in BusinessWeek’s Guide to Best Business Schools as an outstanding teacher. His current courses focus on Implementing Strategy and his research on Global Leadership's research on... View Details

January 1998 (Revised April 1998)
Case

Lincoln Electric: Venturing Abroad

By: Christopher A. Bartlett and Jamie O'Connell

Lincoln Electric, a 100-year-old manufacturer of welding equipment and consumables based in Cleveland, Ohio, motivates its U.S. employees through a culture of cooperation between management and labor and an unusual compensation system based on piecework and a large... View Details

Keywords: Acquisition; Restructuring; Transformation; Construction; Compensation and Benefits; Management; Market Entry and Exit; Labor and Management Relations; Competitive Advantage; Expansion; Manufacturing Industry; Ohio

May 1998 (Revised October 2001)
Case

Taco Bell Inc. (1983-1994)

By: Lynda M. Applegate, Leonard A. Schlesinger and Dave DeLong

Details the actions of John Martin, newly named CEO, as he leads Taco Bell through a decade of incremental and radical changes. By the end of the case, total system sales within Taco Bell, a Mexican style fast-food restaurant chain and a division of PepsiCo, have grown... View Details

Keywords: Business Subsidiaries; Transformation; Economic Growth; Food; Leadership Style; Growth and Development Strategy; Organizational Design; Performance Effectiveness; Food and Beverage Industry; Service Industry; Mexico

2015
Chapter

The Fourth Wave: Business Management and Business Education in the Age of the Anthropocene

By: Andrew J. Hoffman and John Ehrenfeld

Sustainability has become mainstream in both management practice and management research. Firms incorporate sustainability strategies into their core mission. University administrators promote sustainability as central to their curricula. Scholars pursue sustainability... View Details

Keywords: Environmental Sustainability; Social Issues; Natural Environment; Leading Change; Management Systems

2015
Chapter

Deep Smarts as the Underpinnings of Dynamic Capabilities

By: Dorothy A. Leonard and Michelle Barton

Both ordinary and dynamic capabilities depend upon the deep smarts, i.e., business-critical, experience-based knowledge, held in the heads of an organization’s top talent. This chapter examines the links between individual and organizational capabilities and presents... View Details

Keywords: Management Skills; Experience and Expertise; Innovation and Invention

Research Summary

Managing sustainability in supply chains

By: Michael W. Toffel

I am examining codes of conduct, management process standards, and government voluntary programs that address environmental and labor issues, seeking to understand what enables some of these programs to actually deliver on their promise of distinguishing organizations... View Details

Keywords: Environment; Environmental Performance; Environmental Regulation; Environmental Strategy; Regulation; Supply Chain; Supply Chain Management; Manufacturing Industry; Auto Industry; Service Industry; Construction Industry; United States; California

16 Mar 2009
Working Paper Summaries

Running Out of Numbers: Scarcity of IP Addresses and What To Do About It

Keywords: by Benjamin Edelman; Computer; Communications; Telecommunications

Research Summary

Social Choice and Voting Rules

By: Jerry R. Green

This research program is based on the idea that good voting systems should take into account the frequency with which different choice problems arise. Traditional social choice theory requires properties over a fixed domain of choice problems but does not offer the... View Details

Research Summary

Entrepreneurial Finance and International R&D Management

Walter Kuemmerle's research and teaching interests fall within the domain of knowledge and capital management in a global economy. His research focuses on international entrepreneurship and venture capital. He studies venture capital systems and entrepreneurship in... View Details

March 2011 (Revised April 2021)
Case

The Whiz Kids

By: Tom Nicholas and David Chen

In October 1945, Henry Ford II received a telegram in his office at the Ford Motor Company in Dearborn, Michigan written by Charles "Tex" Thornton, a U.S. Air Force colonel. The telegram presented an opportunity for Ford to deploy a system of statistical control which... View Details

Keywords: Ford Motor Company; Statistical Control; Management Systems; Accounting; Operations; Strategy; Mathematical Methods; Auto Industry; United States

12 Aug 2020
Research & Ideas

Why Investors Often Lose When They Sue Their Financial Adviser

rulings, allowing them to eliminate arbitrators that might sympathize with customers. However, many consumers “have no idea who these arbitrators are. They’re just names on a list,” Egan says. “But the firms know each one of these... View Details

Keywords: by Danielle Kost; Financial Services

July 2014
Article

Accounting for Crises

By: Venky Nagar and Gwen Yu

We provide among the first empirical evidence consistent with recent macro global-game crisis models, which show that the precision of public signals can coordinate crises (e.g., Angeletos and Werning, 2006; Morris and Shin, 2002, 2003). In these models,... View Details

Keywords: Corporate Disclosure; Mathematical Methods; Game Theory; Financial Markets; Forecasting and Prediction; Accounting; Financial Crisis

SSRN

2017
Chapter

Institutional Theory and the Natural Environment: Building Research Through Tensions and Paradox

By: P. Devereaux Jennings and Andrew J. Hoffman

The focus of institutional theory is directed towards an understanding of situations where context is strong and binding, yet subtly experienced; where agency is often diffuse, embodied in an arrangement or system of actors rather than in an individual; and where... View Details

Keywords: Institutional Theory; Natural Environment; Research

Keywords: Information Technology; Organizational Change and Adaptation; Organizational Design; Management Analysis, Tools, and Techniques; Organizational Culture; Mobile and Wireless Technology; Performance Productivity; Problems and Challenges; Management Practices and Processes; Business Divisions; Information Management; Information Technology Industry; Telecommunications Industry; United States

28 Oct 2011
Working Paper Summaries

Fairness, Efficiency, and Flexibility in Organ Allocation for Kidney Transplantation

Keywords: by Dimitris Bertsimas, Vivek F. Farias & Nikolaos Trichakis; Health

20 Nov 2006
Research & Ideas

Open Source Science: A New Model for Innovation

scientific and technological activities. And the benefit of opening up your problems to outsiders is that in fact you can get novel solutions—quicker solutions than what the firm or R&D lab might develop. It also opens up new domains... View Details

Keywords: by Martha Lagace

February 1991 (Revised February 1992)
Case

Appex Corp.

By: Nitin Nohria

1990 Business Week named Appex Corp. the fastest growing high-technology company in the United States. Appex provided management information systems and intercarrier network services to cellular telephone companies. During its rapid growth, the company went through... View Details