Publications

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Organizational Behavior Awards & Honors - Faculty & Research

The Case Centre Classic Case Collection in 2021. Anthony Mayo : Received the 2021 HBS Student Association Faculty Award for Outstanding Teaching. Tsedal Neeley : Selected by Business Insider as one of the 100 people transforming business... View Details

2022
Working Paper

TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations

By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh

Practitioners increasingly use machine learning (ML) models, yet they have become more complex and harder to understand. To address this issue, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use explainability... View Details

Keywords: Natural Language Conversations; Predictive Models; AI and Machine Learning

July 2017 (Revised July 2018)
Case

Upwork: Creating the Human Cloud

By: Dylan Minor and David Yoffie

Stephane Kasriel, the new CEO of Upwork, the leading platform for freelance labor, needs to decide on how to redesign its business model. While the firm has been growing rapidly since the merger of Odesk and eLance, the newly combined firm continues to face problems of... View Details

Keywords: Strategy; Platform; Platform Businesses; Technology; Business Model; Digital Platforms; Growth and Development Strategy; Internet and the Web; Labor

Educators

February 2017
Supplement

Truly Human Leadership at Barry-Wehmiller: Video Supplement

By: Jan Rivkin and Dylan Minor

Keywords: Job Cuts and Outsourcing; Values and Beliefs; Organizational Culture; Employees; Business Strategy; Manufacturing Industry

December 2016
Teaching Note

Truly Human Leadership at Barry-Wehmiller

By: Jan Rivkin and Dylan Minor

11 May 2010
First Look

First Look: May 11

Invention of Data Privacy in the United States and France Author:J. Gunnar Trumbull Publication:In The Voice of the Citizen Consumer, edited by K. Bruckweh. Cambridge: Cambridge University Press, 2010 An abstract is unavailable at this... View Details

Keywords: Martha Lagace

25 May 2010
First Look

First Look: May 25

attempting the transformation required to embrace a new, dominant technology—the choice to maintain focus on the old technology. In considering this choice we distinguish between "racing" strategies, which attempt to fight off the rise of the new technology... View Details

Keywords: Martha Lagace

August 2023
Article

Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel

By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh

Practitioners increasingly use machine learning (ML) models, yet models have become more complex and harder to understand. To understand complex models, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use... View Details

Keywords: AI and Machine Learning; Technological Innovation; Technology Adoption

02 Feb 2016
First Look

February 2, 2016

of accounting research papers draws causal inferences notwithstanding the well-known difficulties in doing so with observational data. While a minority of papers seeks to use quasi-experimental methods to draw inferences, there are... View Details

Keywords: Sean Silverthorne

30 Oct 2018
First Look

New Research and Ideas, October 30, 2018

in data. ML methods also address several issues raised by scholars pertinent to the norms of empirical research in the fields of strategy and management (such as “p-hacking” and confounding local effects with global effects). We provide a... View Details

Keywords: Dina Gerdeman

28 Jun 2016
First Look

June 28, 2016

increased resource utilization (i.e., longer average length of stay) for both minor and major teaching hospitals, relative to a control group of non-teaching hospitals. We find limited evidence of negative effects on quality as measured... View Details

Keywords: Sean Silverthorne

09 Dec 2014
First Look

First Look: December 9

created a new market that entrepreneurs rushed to enter, channeled by regulations that aimed to minimize marijuana's access to minors while not stifling the emergent new industry. The case describes... View Details

Keywords: Sean Silverthorne

Article

Counterfactual Explanations Can Be Manipulated

By: Dylan Slack, Sophie Hilgard, Himabindu Lakkaraju and Sameer Singh

Counterfactual explanations are useful for both generating recourse and auditing fairness between groups. We seek to understand whether adversaries can manipulate counterfactual explanations in an algorithmic recourse setting: if counterfactual explanations indicate... View Details

Keywords: Machine Learning Models; Counterfactual Explanations

13 Jul 2010
First Look

First Look: July 13

matching candidates are attractive by reducing the competition among agents on the same side of the market. An agent who sees fewer candidates knows that these candidates also see fewer potential matches, and so are more likely to accept... View Details

Keywords: Martha Lagace

05 Jul 2006
First Look

First Look: July 5, 2006

Working PapersThe Framing Effect of Price Format Marco Bertini and Luc Wathieu Existing evidence suggests that preferences are affected by whether a price is presented as one all-inclusive expense or partitioned into a series of... View Details

Keywords: Sean Silverthorne

December 2014
Article

Selecting the Best? Spillover and Shadows in Elimination Tournaments

By: Jennifer Brown and Dylan B. Minor

We consider how past, current, and future competition within an elimination tournament affect the probability that the stronger player wins. We present a two-stage model that yields the following main results: (1) a shadow effect—the stronger the expected future... View Details

Keywords: Elimination Tournament; Dynamic Contest; Contest Design; Effort Choice; Betting Markets; Competitive Advantage; Game Theory

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