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  • 13 Apr 2021
  • Working Paper Summaries

Population Interference in Panel Experiments

Keywords: by Iavor I. Bojinov, Kevin Wu Han, and Guillaume Basse
  • September 2016 (Revised October 2018)
  • Case

LabCDMX: Experiment 50

By: Mitchell Weiss and Maria Fernanda Miguel
There were probably 30,000 public buses, minibuses, and vans in Mexico City. Though, in 2015, no one knew for certain since no comprehensive schedule existed. This was why el Laboratorio para la Ciudad (or LabCDMX) had spawned an effort to generate a map of the... View Details
Keywords: Public Entrepreneurship; Experimentation; Lean Startup; Government; Innovation; Crowdsourcing; Open Data; Entrepreneurship; Social Entrepreneurship; Innovation and Invention; Innovation Leadership; Government Administration; Transportation; Transportation Industry; Mexico City; Mexico
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Weiss, Mitchell, and Maria Fernanda Miguel. "LabCDMX: Experiment 50." Harvard Business School Case 817-031, September 2016. (Revised October 2018.)
  • Research Summary

Customer Experience Design

By: Stefan H. Thomke
Please contact Professor Thomke for the most current description of his research on simulation and R&D performance and/or copies of research articles (published and working papers). View Details
  • Article

The Perils of Proactive Churn Prevention Using Plan Recommendations: Evidence from a Field Experiment

By: Eva Ascarza, Raghuram Iyengar and Martin Schleicher
Facing the issue of increasing customer churn, many service firms have begun recommending pricing plans to their customers. One reason behind this type of retention campaign is that customers who subscribe to a plan suitable for them should be less likely to churn... View Details
Keywords: Churn/retention; Field Experiment; Pricing; Tariff/plan Choice; Targeting; Customer Relationship Management; Price; Performance Effectiveness
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Ascarza, Eva, Raghuram Iyengar, and Martin Schleicher. "The Perils of Proactive Churn Prevention Using Plan Recommendations: Evidence from a Field Experiment." Journal of Marketing Research (JMR) 53, no. 1 (February 2016): 46–60.
  • 05 Aug 2013
  • Research & Ideas

To Buy Happiness, Purchase an Experience

authors Elizabeth Dunn and Michael Norton draw on years of quantitative and qualitative research to explain how we can turn cash into contentment. The key lies in adhering to five key principles: Buy Experiences (research shows that... View Details
Keywords: by Carmen Nobel
  • January 2024
  • Article

Population Interference in Panel Experiments

By: Kevin Wu Han, Guillaume Basse and Iavor Bojinov
The phenomenon of population interference, where a treatment assigned to one experimental unit affects another experimental unit’s outcome, has received considerable attention in standard randomized experiments. The complications produced by population interference in... View Details
Keywords: Outcome or Result; Research; Situation or Environment
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Han, Kevin Wu, Guillaume Basse, and Iavor Bojinov. "Population Interference in Panel Experiments." Journal of Econometrics 238, no. 1 (January 2024).
  • 2025
  • Working Paper

The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise

By: Fabrizio Dell'Acqua, Charles Ayoubi, Hila Lifshitz, Raffaella Sadun, Ethan Mollick, Lilach Mollick, Yi Han, Jeff Goldman, Hari Nair, Stew Taub and Karim R. Lakhani
We examine how artificial intelligence transforms the core pillars of collaboration— performance, expertise sharing, and social engagement—through a pre-registered field experiment with 776 professionals at Procter & Gamble, a global consumer packaged goods company.... View Details
Keywords: Artificial Intelligence; Teamwork; Human-machine Interaction; Productivity; Skills; Innovation; Field Experiment; AI and Machine Learning; Groups and Teams; Competency and Skills; Performance Productivity; Collaborative Innovation and Invention; Product Development
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Dell'Acqua, Fabrizio, Charles Ayoubi, Hila Lifshitz, Raffaella Sadun, Ethan Mollick, Lilach Mollick, Yi Han, Jeff Goldman, Hari Nair, Stew Taub, and Karim R. Lakhani. "The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise." Harvard Business School Working Paper, No. 25-043, March 2025.
  • 2023
  • Working Paper

Virtual Water Coolers: A Field Experiment on the Role of Virtual Interactions on Organizational Newcomer Performance

By: Prithwiraj Choudhury, Jacqueline N. Lane and Iavor Bojinov
Designing management practices to better onboard organizational newcomers working remotely is a key priority for firms. We report results from a randomized field experiment conducted at a large global firm that estimates the performance effects of different types of... View Details
Keywords: Remote Work; Virtual Water Coolers; Social Interactions; Careers; Field Experiment; Employees; Interpersonal Communication; Internet and the Web; Performance; Personal Development and Career
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Choudhury, Prithwiraj, Jacqueline N. Lane, and Iavor Bojinov. "Virtual Water Coolers: A Field Experiment on the Role of Virtual Interactions on Organizational Newcomer Performance." Harvard Business School Working Paper, No. 21-125, May 2021. (Revised February 2023.)
  • Research Summary

Experience and description-based decision making.

Prof. Barron and his co-authors study the effect of the economic environment on decision making. One example involves the effect of rare (low probability) events. People behave as if they overweight these events in some settings (e.g., when buying insurance and... View Details
  • 02 Aug 2006
  • Research & Ideas

Investor Protection: The Czech Experience

countries. I think having local partners with experience with foreign companies and a track record of good behavior is underappreciated relative to a partner's political connections. For Železný, the lesson of course is simpler: He was on... View Details
Keywords: by Martha Lagace; Media & Broadcasting; Entertainment & Recreation
  • November 2018 (Revised May 2019)
  • Case

California Closets: Organizing the Customer Experience

By: Boris Groysberg and Annelena Lobb
California Closets had used robust net promoter score (NPS) data, surveyed across its locations, to create a more consistent and satisfying customer experience. CEO Bill Barton wanted to further optimize the customer experience around best practices. He also wanted to... View Details
Keywords: Net Promoter Score; Customer Relationship Management; Customer Satisfaction; Customers; Acquisition; Demographics; Strategy
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Groysberg, Boris, and Annelena Lobb. "California Closets: Organizing the Customer Experience." Harvard Business School Case 419-004, November 2018. (Revised May 2019.)
  • 09 Aug 2006
  • Research & Ideas

Career Advancement Without Experience

A worker seeks fulfillment in a new job involving expanded skills and responsibilities. The dilemma: Without prior experience in the field, how can she prove her capability to a potential employer? The challenge is even more daunting for... View Details
Keywords: by Julia Hanna; Motion Pictures & Video; Technology
  • April 2022
  • Article

Demand Interactions in Sharing Economies: Evidence from a Natural Experiment Involving Airbnb and Uber/Lyft

By: Shunyuan Zhang, Dokyun Lee, Param Singh and Tridas Mukhopadhyay
We examine whether and how ride-sharing services influence the demand for home-sharing services. Our identification strategy hinges on a natural experiment in which Uber/Lyft exited Austin, Texas, in May 2016 due to local regulation. Using a 12-month longitudinal... View Details
Keywords: Airbnb; Uber; Natural Experiment; Geographic Demand Dispersion; Sharing Economy; Transportation; Demand and Consumers; Geographic Scope
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Zhang, Shunyuan, Dokyun Lee, Param Singh, and Tridas Mukhopadhyay. "Demand Interactions in Sharing Economies: Evidence from a Natural Experiment Involving Airbnb and Uber/Lyft." Journal of Marketing Research (JMR) 59, no. 2 (April 2022): 374–391.
  • December 2020
  • Supplement

Experiment A Box Search

By: Iavor I Bojinov and Karim R. Lakhani
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Bojinov, Iavor I., and Karim R. Lakhani. "Experiment A Box Search." Harvard Business School Multimedia/Video Supplement 621-701, December 2020.
  • Research Summary

Models of optimal experience (flow)

Flow is a state of profound task-absorption, involvement, and intrinsic enjoyment that makes the person feel one with the activity. Csikszentmihalyi's Flow Theory states that flow is more likely to occur in situations in which the person feels that the activity is very... View Details
  • August 2021
  • Case

Orchadio's First Two Split Experiments

By: Iavor I. Bojinov, Marco Iansiti and David Lane
Orchadio, a direct-to-consumer grocery business, needs to conduct its first two A/B tests—one to evaluate the effectiveness and functioning of its newly redesigned website, and one to market-test four versions of a new banner for the website. To do so, it will rely on... View Details
Keywords: Information Management; Technological Innovation; Knowledge Use and Leverage; Resource Allocation; Marketing; Measurement and Metrics; Customization and Personalization; Information Technology; Internet and the Web; Digital Platforms; Information Technology Industry; Food and Beverage Industry
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Bojinov, Iavor I., Marco Iansiti, and David Lane. "Orchadio's First Two Split Experiments." Harvard Business School Case 622-015, August 2021.
  • October 2024
  • Article

Sampling Bias in Entrepreneurial Experiments

By: Ruiqing Cao, Rembrand Koning and Ramana Nanda
Using data from a prominent online platform for launching new digital products, we document that ‘sampling bias’—defined as the difference between a startup’s target customer base and the actual sample on which early ‘beta tests’ are conducted—has a systematic and... View Details
Keywords: Target Market; Sampling Biases; Beta Testing; Product Launch; Entrepreneurship; Gender
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Cao, Ruiqing, Rembrand Koning, and Ramana Nanda. "Sampling Bias in Entrepreneurial Experiments." Management Science 70, no. 10 (October 2024): 7283–7307.
  • Article

The Multidimensional Effects of a Small Gift:: Evidence from a Natural Field Experiment

By: Ellen Garbarino, Robert Slonim and Carmen Wang
Using a large natural field experiment, we demonstrate that a small unconditional gift (pen) more than doubled both small (survey) and large (blood donation) responses. We find no evidence that the opportunity for a small response crowded out the larger response;... View Details
Keywords: Reciprocity; Gift Exchange; Blood Donation; Charitable Behavior; Field Experiment; Behavior; Philanthropy and Charitable Giving
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Garbarino, Ellen, Robert Slonim, and Carmen Wang. "The Multidimensional Effects of a Small Gift: Evidence from a Natural Field Experiment." Economics Letters 120, no. 1 (July 2013): 83–61.
  • March 6, 2012
  • Blog Post

Enhance Your Overseas Experience

By: John Coleman and William W. George
Keywords: Leadership
Citation
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Coleman, John, and William W. George. "Enhance Your Overseas Experience." Harvard Business Review Blogs (March 6, 2012). http://blogs.hbr.org/2012/03/enhance-your-overseas-experience/.
  • 7 May 1993
  • Lecture

The United States Experience

By: W. Carl Kester
Keywords: United States
Citation
Related
Kester, W. Carl. "The United States Experience." Lecture at the Conference on Relational Investing, Columbia Law School, Center for Law and Economic Studies, New York, NY, May 7, 1993. (Panel speaker.)
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