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  • Article

Unraveling Results from Comparable Demand and Supply: An Experimental Investigation

By: Muriel Niederle, Alvin E. Roth and M. Utku Ünver
Markets sometimes unravel, with offers becoming inefficiently early. Often this is attributed to competition arising from an imbalance of demand and supply, typically excess demand for workers. However this presents a puzzle, since unraveling can only occur when firms... View Details
Keywords: Two-side Matching; Unraveling; Experiments; Market Design
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Niederle, Muriel, Alvin E. Roth, and M. Utku Ünver. "Unraveling Results from Comparable Demand and Supply: An Experimental Investigation." Games 4, no. 2 (June 2013): 243–282. (Special Issue on Games and Matching Markets.)
  • March–April 2020
  • Article

Building A Culture of Experimentation

By: Stefan Thomke
Why don’t organizations test more? After examining this question for several years, I can tell you that the central reason is culture. As companies try to scale up their experimentation capacity, they often find that the obstacles are not tools and technology but... View Details
Keywords: Experimentation; Culture; Innovation; Online; Customer Experience; Organizational Culture; Innovation and Invention; Internet and the Web; Attitudes; Decision Making; Change; Leadership
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Thomke, Stefan. "Building A Culture of Experimentation." Harvard Business Review 98, no. 2 (March–April 2020): 40–48.
  • March 2019
  • Article

Crime and Violence: Desensitization in Victims to Watching Criminal Events

By: Rafael Di Tella, Lucia Freira, Ramiro H. Gálvez, Ernesto Schargrodsky, Diego Shalom and Mariano Sigman
We study desensitization to crime in a lab experiment by showing footage of criminal acts to a group of subjects, some of whom have been previously victimized. We measure biolog­ical markers of stress and behavioral indices of cognitive control before and after treated... View Details
Keywords: Crime; Biological Markers; Experiment; Victimization; Desensitization; Crime and Corruption; Behavior
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Di Tella, Rafael, Lucia Freira, Ramiro H. Gálvez, Ernesto Schargrodsky, Diego Shalom, and Mariano Sigman. "Crime and Violence: Desensitization in Victims to Watching Criminal Events." Journal of Economic Behavior & Organization 159 (March 2019): 613–625.
  • 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
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Thomke, Stefan, Atsushi Osanai, and Akiko Kanno. "Sony." Harvard Business School Case 618-045, June 2018. (Revised January 2020.)
  • 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
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Mohan, Bhavya, Ryan W. Buell, and Leslie K. John. "Lifting the Veil: The Benefits of Cost Transparency." Special Issue on Marketing Science and Field Experiments. Marketing Science 39, no. 6 (November–December 2020): 1105–1121.
  • 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
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Imai, Kosuke, and Michael Lingzhi Li. "Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments." Journal of Business & Economic Statistics 43, no. 1 (2025): 256–268.
  • 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
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Sandvik, Jason, Richard Saouma, Nathan Seegert, and Christopher Stanton. "Should Human Capital Development Programs Be Voluntary or Mandatory? Evidence from a Field Experiment." NBER Working Paper Series, No. 29148, August 2021. (Accepted at Management Science.)
  • 2016
  • Working Paper

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

By: Daniel A. Brown
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Brown, Daniel A. "The Effect of Financial Performance Measurement on Customer Satisfaction: A Field Experiment in China." Working Paper, December 2016.
  • 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
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Acimovic, Jason, Chris Parker, David F. Drake, and Karthik Balasubramanian. "Show or Tell?: Behavioral Inventory Response to an East African Mobile Money Field Experiment." 2017. (Work in progress. Completed field experiment involving more than 4,500 Tanzanian mobile money agents.)
  • 2002
  • Working Paper

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

By: Michael Beer and Mark D. Cannon
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Beer, Michael, and Mark D. Cannon. "Promise and Peril in Implementing Pay for Performance: A Report on Thirteen Natural Experiments." Harvard Business School Working Paper, No. 02-064, March 2002.
  • Article

The Asymmetric Experience of Positive and Negative Economic Growth: Global Evidence Using Subjective Well-being Data

By: Jan-Emmanuel De Neve, George Ward, Femke De Keulenaer, Bert Van Landeghem, Georgios Kavetsos and Michael I. Norton
Are individuals more sensitive to losses than gains in terms of economic growth? We find that measures of subjective well-being are more than twice as sensitive to negative as compared to positive economic growth. We use Gallup World Poll data from over 150 countries,... View Details
Keywords: Economic Growth; Business Cycles; Welfare; Perception; Global Range
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De Neve, Jan-Emmanuel, George Ward, Femke De Keulenaer, Bert Van Landeghem, Georgios Kavetsos, and Michael I. Norton. "The Asymmetric Experience of Positive and Negative Economic Growth: Global Evidence Using Subjective Well-being Data." Review of Economics and Statistics 100, no. 2 (May 2018): 362–375.
  • 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
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Jin, Ginger Zhe, Michael Luca, and Daniel Martin. "Is No News (Perceived as) Bad News? An Experimental Investigation of Information Disclosure." American Economic Journal: Microeconomics 13, no. 2 (May 2021): 141–173.
  • 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
  • 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
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Falk, Armin, Anke Becker, Thomas Dohmen, David B. Huffman, and Uwe Sunde. "The Preference Survey Module: A Validated Instrument for Measuring Risk, Time, and Social Preferences." Management Science 69, no. 4 (April 2023): 1935–1950.
  • 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
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Chang, Edward H., Katherine L. Milkman, Dena M. Gromet, Robert W. Rebele, Cade Massey, Angela L. Duckworth, and Adam M. Grant. "The Mixed Effects of Online Diversity Training." Proceedings of the National Academy of Sciences 116, no. 16 (April 16, 2019): 7778–7783.
  • February 2021
  • Article

Testing the Waters: Behavior across Participant Pools

By: Erik Snowberg and Leeat Yariv
We leverage a large-scale incentivized survey eliciting behaviors from (almost) an entire university student population, a representative sample of the U.S. population, and Amazon Mechanical Turk (MTurk) to address concerns about the external validity of experiments... View Details
Keywords: Lab Selection; External Validity; Experiments; Behavior; Surveys; Analytics and Data Science; Analysis
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Snowberg, Erik, and Leeat Yariv. "Testing the Waters: Behavior across Participant Pools." American Economic Review 111, no. 2 (February 2021): 687–719.
  • 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
Citation
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Deshpandé, Rohit, and G. Zaltman. "The Impact of Elderly Consumer Dissatisfaction and Buying Experience on Information Search: A Path-Analysis Approach." In New Dimensions of Consumer Satisfaction and Complaining Behavior: Papers from the Third Annual Conference on Consumer Satisfaction, Dissatisfaction and Complaining Behavior, edited by R. Day and K. Hunt, 145–152. Department of Marketing, School of Business, Indiana University, 1979.
  • 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
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Bernstein, Shai Benjamin, Emanuele Colonnelli, Mitchell Hoffman, and Benjamin Iverson. "Life After Death: A Field Experiment with Small Businesses on Information Frictions, Stigma, and Bankruptcy." NBER Working Paper Series, No. 30933, February 2023.
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