Publications

Book Review

Review of Big Business: The European Experience in the Twentieth Century, by Youssef Cassis

By: Jeffrey Fear

February 2021
Tutorial

Assessing Prediction Accuracy of Machine Learning Models

By: Michael Toffel and Natalie Epstein

This video describes how to assess the accuracy of machine learning prediction models, primarily in the context of machine learning models that predict binary outcomes, such as logistic regression, random forest, or nearest neighbor models. After introducing and... View Details

Keywords: Statistics; Experiments; Forecasting and Prediction; Performance Evaluation; AI and Machine Learning

Purchase

Article

The Mixed Effects of Online Diversity Training

By: Edward H. Chang, Katherine L. Milkman, Dena M. Gromet, Robert W. Rebele, Cade Massey, Angela L. Duckworth and Adam M. Grant

We present results from a large (n = 3,016) field experiment at a global organization testing whether a brief science-based online diversity training can change attitudes and behaviors toward women in the workplace. Our preregistered field experiment included an... View Details

Keywords: Diversity Training; Bias; Field Experiment; Training; Gender; Race; Prejudice and Bias

November–December 2020
Article

Lifting the Veil: The Benefits of Cost Transparency

By: Bhavya Mohan, Ryan W. Buell and Leslie K. John

Firms do not typically disclose information on their costs to produce a good to consumers. However, we provide evidence of when and why doing so can increase consumers’ purchase interest. Specifically, building on the psychology of disclosure and trust, we posit that... View Details

Keywords: Cost Transparency; Disclosure; Field Experiment; Cost; Trust; Consumer Behavior

SSRN

28 Aug 2018
Working Paper Summaries

Homesick or Home Run? Distance from Hometown and Employee Performance: A Natural Experiment from India

Keywords: by Prithwiraj Choudhury and Ohchan Kwon

22 Jan 2007
Working Paper Summaries

“Don’ts" and "Do’s”: Insights from Experience in Mitigating Risks of Western Investors in Post-Communist Countries

Keywords: by Charalambos A. Vlachoutsicos & Paul R. Lawrence

May 2021
Article

Is No News (Perceived as) Bad News? An Experimental Investigation of Information Disclosure

By: Ginger Zhe Jin, Michael Luca and Daniel Martin

This paper uses laboratory experiments to directly test a central prediction of disclosure theory: that strategic forces can lead those who possess private information to voluntarily provide it. In a simple sender-receiver game, we find that senders disclose favorable... View Details

Keywords: Communication Games; Disclosure; Unraveling; Experiments; Information; Product; Quality; Communication; Consumer Behavior

2025
Article

Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments

By: Kosuke Imai and Michael Lingzhi Li

Researchers are increasingly turning to machine learning (ML) algorithms to investigate causal heterogeneity in randomized experiments. Despite their promise, ML algorithms may fail to accurately ascertain heterogeneous treatment effects under practical settings with... View Details

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

2023
Working Paper

Should Human Capital Development Programs Be Voluntary or Mandatory? Evidence from a Field Experiment

By: Jason Sandvik, Richard Saouma, Nathan Seegert and Christopher Stanton

In a field experiment, we find large differences in productivity treatment effects between voluntary and mandatory workplace mentorship programs. A significant portion of this difference is due to the best employees opting into the program when it is voluntary and... View Details

Keywords: Mentoring; Mentorship Programs; Randomized Controlled Trial; Employees; Relationships; Programs; Performance

2016
Working Paper

The Effect of Financial Performance Measurement on Customer Satisfaction: A Field Experiment in China

By: Daniel A. Brown

2017
Other Unpublished Work

Show or Tell?: Behavioral Inventory Response to an East African Mobile Money Field Experiment

By: Jason Acimovic, Chris Parker, David F. Drake and Karthik Balasubramanian

2002
Working Paper

Promise and Peril in Implementing Pay for Performance: A Report on Thirteen Natural Experiments

By: Michael Beer and Mark D. Cannon

18 Jul 2013
Working Paper Summaries

Cumulative Innovation & Open Disclosure of Intermediate Results: Evidence from a Policy Experiment in Bioinformatics

Keywords: by Kevin J. Boudreau & Karim Lakhani

1979
Chapter

The Impact of Elderly Consumer Dissatisfaction and Buying Experience on Information Search: A Path-Analysis Approach

By: Rohit Deshpandé and G. Zaltman

2023
Working Paper

Life After Death: A Field Experiment with Small Businesses on Information Frictions, Stigma, and Bankruptcy

By: Shai Benjamin Bernstein, Emanuele Colonnelli, Mitchell Hoffman and Benjamin Iverson

In a randomized control trial (RCT) with U.S. small businesses, we document that a large share of firms are not well-informed about bankruptcy. Many assume that bankruptcy necessarily entails the death of a business and do not know about Chapter 11 bankruptcy, where... View Details

Keywords: Small Business; Insolvency and Bankruptcy; Knowledge Dissemination; Outcome or Result

2002
Working Paper

Cost Reductions, Cost Padding and Stock Market Prices: The Chilean Experience with Price Cap Regulation

By: Rafael Di Tella and Alexander Dyck

April 2023
Article

The Preference Survey Module: A Validated Instrument for Measuring Risk, Time, and Social Preferences

By: Armin Falk, Anke Becker, Thomas Dohmen, David B. Huffman and Uwe Sunde

Incentivized choice experiments are a key approach to measuring preferences in economics but are also costly. Survey measures are a low-cost alternative but can suffer from additional forms of measurement error due to their hypothetical nature. This paper seeks to... View Details

Keywords: Survey Validation; Experiment; Preference Measurement; Surveys; Economics; Behavior; Measurement and Metrics

2015
Working Paper

Blinded by Experience: Prior Experience, Negative News and Belief Updating

By: Bradley R. Staats, Diwas S. KC and Francesca Gino

Traditional models of operations management involve dynamic decision-making assuming optimal (Bayesian) updating. However, behavioral theory suggests that individuals exhibit bias in their beliefs and decisions. We conduct both a field study and two laboratory studies... View Details

Keywords: Behavioral Operations; Egocentric Bias; Experience; Healthcare Operations; Prejudice and Bias; Behavior; Operations; Decision Making; Health Care and Treatment

SSRN

June 2018 (Revised January 2020)
Case

Sony

By: Stefan Thomke, Atsushi Osanai and Akiko Kanno

Sony used to be synonymous with "innovation" and "cool products." The case reveals how the company lost its edge and describes the leadership initiatives to restore its former glory. In 2012, Kazuo (Kaz) Hirai becomes CEO and successfully transforms Sony, including a... View Details

Keywords: Customer Experience; Product Differentiation; Transformation; Leadership Style; Technology Adoption; Leading Change; Electronics Industry; Media and Broadcasting Industry; Video Game Industry; Japan