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  • All HBS Web  (3,243)
    • People  (12)
    • News  (814)
    • Research  (1,404)
    • Events  (17)
    • Multimedia  (16)
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  • 2014
  • Working Paper

Sharing Design Rights: A Commons Approach for Developing Infrastructure

By: Nuno Gil and Carliss Y. Baldwin
This study empirically investigates the relationship between design structure and organization structure in the context of new infrastructure development projects. Our research setting is a capital program to develop new school buildings in the city of Manchester, UK.... View Details
Keywords: Design; Buildings and Facilities; Education
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Gil, Nuno, and Carliss Y. Baldwin. "Sharing Design Rights: A Commons Approach for Developing Infrastructure." Harvard Business School Working Paper, No. 14-025, September 2013. (Revised January 2014.)
  • February 2002
  • Article

This Computer Responds to User Frustration: Theory, Design, Results, and Implications

By: J. Klein, Y. Moon and R. Picard
Keywords: Theory; Design; Technology
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Klein, J., Y. Moon, and R. Picard. "This Computer Responds to User Frustration: Theory, Design, Results, and Implications." Interacting With Computers 14, no. 2 (February 2002): 119–140.
  • 2023
  • Working Paper

An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed Bandits

By: Biyonka Liang and Iavor I. Bojinov
Typically, multi-armed bandit (MAB) experiments are analyzed at the end of the study and thus require the analyst to specify a fixed sample size in advance. However, in many online learning applications, it is advantageous to continuously produce inference on the... View Details
Keywords: Analytics and Data Science; AI and Machine Learning; Mathematical Methods
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Liang, Biyonka, and Iavor I. Bojinov. "An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed Bandits." Harvard Business School Working Paper, No. 24-057, March 2024.
  • April 2014
  • Article

Awards Unbundled: Evidence from a Natural Field Experiment

By: Nava Ashraf, Oriana Bandiera and Scott S. Lee
Organizations often use non-monetary awards to incentivize performance. Awards may affect behavior through several mechanisms: by conferring employer recognition, by enhancing social visibility, and by facilitating social comparison. In a nationwide health worker... View Details
Keywords: Social Comparison; Awards; Optimal Expectactions; Zambia; Status and Position; Performance Expectations; Motivation and Incentives; Health Care and Treatment; Health Industry; Zambia
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Ashraf, Nava, Oriana Bandiera, and Scott S. Lee. "Awards Unbundled: Evidence from a Natural Field Experiment." Journal of Economic Behavior & Organization 100 (April 2014): 44–63.
  • 16 Dec 2002
  • Research & Ideas

Mentoring—Using the Voice of Experience

plans they have presented with a 5 percent cutback still doesn't get us to cash-flow positive. This is one of the points, too, that came out of both projects which is, you have to be aware of the receptors in people's minds, their View Details
Keywords: by Sean Silverthorne
  • January 24, 2025
  • Article

Behaviorally Designed Training Leads to More Diverse Hiring

By: Cansin Arslan, Edward H. Chang, Siri Chilazi, Iris Bohnet and Oliver P. Hauser
Many organizations have shown interest in increasing the diversity of their workforces for various reasons. Collectively, they have spent millions of dollars and countless employee hours on diversity training. Yet, there is little empirical evidence that such training... View Details
Keywords: Training; Diversity; Selection and Staffing; Behavior; Outcome or Result; Organizational Change and Adaptation
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Arslan, Cansin, Edward H. Chang, Siri Chilazi, Iris Bohnet, and Oliver P. Hauser. "Behaviorally Designed Training Leads to More Diverse Hiring." Science 387, no. 6732 (January 24, 2025): 364–366.
  • 12 Oct 2022
  • Research & Ideas

When Design Enables Discrimination: Learning from Anti-Asian Bias on Airbnb

the experience at Airbnb provides an important lesson for other businesses with similar web platforms. Companies should be reviewing their web design and building in more anonymity. If it’s necessary to... View Details
Keywords: by Pamela Reynolds; Technology; Travel
  • March 2020 (Revised August 2022)
  • Case

Racial Discrimination on Airbnb (A)

By: Michael Luca, Scott Stern, Devin Cook and Hyunjin Kim
Facing mounting criticism and evidence of widespread racial discrimination on the platform, apartment rental platform Airbnb needed to decide a path forward. For years, Airbnb had given hosts extensive discretion about whether to reject a guest after seeing little more... View Details
Keywords: Platform Design; Digital Platforms; Design; Prejudice and Bias; Trust; Problems and Challenges
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Luca, Michael, Scott Stern, Devin Cook, and Hyunjin Kim. "Racial Discrimination on Airbnb (A)." Harvard Business School Case 920-051, March 2020. (Revised August 2022.)
  • 2016
  • Chapter

Innovation Experiments: Researching Technical Advance, Knowledge Production and the Design of Supporting Institutions

By: Kevin J. Boudreau and Karim R. Lakhani
This paper discusses several challenges in designing field experiments to better understand how organizational and institutional design shapes innovation outcomes and the production of knowledge. We proceed to describe the field experimental research program carried... View Details
Keywords: Organizational Design; Research; Knowledge; Innovation and Invention
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Boudreau, Kevin J., and Karim R. Lakhani. "Innovation Experiments: Researching Technical Advance, Knowledge Production and the Design of Supporting Institutions." In Innovation Policy and the Economy, Volume 16, edited by William R. Kerr, Josh Lerner, and Scott Stern, 135–167. National Bureau of Economic Research, and University of Chicago Press, 2016.
  • October 2021
  • Article

Board Design and Governance Failures at Peer Firms

By: Shelby Gai, J. Yo-Jud Cheng and Andy Wu
Our study introduces board committees as a crucial determinant of board actions. We examine how directors who structurally link different board committees—referred to as multi-committee directors (MCDs)—explain why some board actions are merely symbolic while others... View Details
Keywords: Board Committees; Board Monitoring; New Director Nomination; Peer Financial Restatements; Governing and Advisory Boards; Corporate Governance; Performance Effectiveness
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Gai, Shelby, J. Yo-Jud Cheng, and Andy Wu. "Board Design and Governance Failures at Peer Firms." Strategic Management Journal 42, no. 10 (October 2021): 1909–1938.
  • 11 Mar 2001
  • Research & Ideas

Digital Designs on the Inner City

Harris, of Playing2Win Technology can also be used to bridge the asset gap and drive down the cost of programs designed to help low-income families, said HBS professor Peter Tufano (HBS MBA '84), who teaches financial management. Tufano... View Details
Keywords: by Dina Gerdeman
  • Article

Considering Concessions: A Survey Experiment on the Colombian Peace Process

By: Aila M. Matanock and Natalia Garbiras-Díaz
Designing peace agreements that can be signed and sustained can be difficult in civil conflict. Many recent cases of successful settlements include electoral provisions, often for rebel groups to participate as political parties. Engaging the electoral process,... View Details
Keywords: Peace Process; Political Parties; Politics; Government; Agreements; Political Backlash; Political Discourse; Civil Unrest; Civil War; Political Issues; Governing Rules, Regulations, and Reforms; Government and Politics; Policy; Conflict and Resolution; Latin America; Colombia
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Matanock, Aila M., and Natalia Garbiras-Díaz. "Considering Concessions: A Survey Experiment on the Colombian Peace Process." Conflict Management and Peace Science 35, no. 6 (November 2018): 637–655.
  • Research Summary

People Are Experience Goods: Improving Online Dating with Virtual Dates

Because internet search mechanisms are designed for finding searchable items, we tend to conceptualize the things we seek online in terms of their objective characteristics. For some pursuits, however, this illuminates a mismatch between processes and goals. In online... View Details
  • 2017
  • Working Paper

Seeking to Belong: How the Words of Internal and External Beneficiaries Influence Performance

By: Paul Green, Francesca Gino and Bradley R. Staats
In this paper, we examine how connecting to beneficiaries of one’s work increases performance and argue that beneficiaries internal to an organization (i.e., one’s own colleagues) can serve as an important source of motivation, even in jobs that—on the surface—may seem... View Details
Keywords: Prosocial Motivation; Belongingness; Motivation; Job Design; Field Experiment; Motivation and Incentives; Strategy; Job Design and Levels
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Green, Paul, Francesca Gino, and Bradley R. Staats. "Seeking to Belong: How the Words of Internal and External Beneficiaries Influence Performance." Harvard Business School Working Paper, No. 17-073, February 2017.
  • February 2021
  • Tutorial

Getting Started in RStudio Cloud

By: Chiara Farronato and Caleb Kwon
This video provides an introduction to the free programming language R using an online cloud version of RStudio, which is the most popular editor and interface for writing and executing R code. The video begins by providing a brief background of R and RStudio and... View Details
Keywords: Data Analysis; Data Analytics; Experiment; Experimental Design; Analytics and Data Science; Analysis; Applications and Software
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Farronato, Chiara, and Caleb Kwon. Getting Started in RStudio Cloud. Harvard Business School Tutorial 621-708, February 2021.
  • 2017
  • Working Paper

Biased Beliefs About Random Samples: Evidence from Two Integrated Experiments

By: Daniel J. Benjamin, Don A. Moore and Matthew Rabin
This paper describes results of a pair of incentivized experiments on biases in judgments about random samples. Consistent with the Law of Small Numbers (LSN), participants exaggerated the likelihood that short sequences and random subsets of coin flips would be... View Details
Keywords: Probability; Economic Theory; Analysis; Incentives
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Benjamin, Daniel J., Don A. Moore, and Matthew Rabin. "Biased Beliefs About Random Samples: Evidence from Two Integrated Experiments." NBER Working Paper Series, No. 23927, October 2017.
  • May–June 2023
  • Article

Which Firms Gain from Digital Advertising? Evidence from a Field Experiment

By: Weijia Dai, Hyunjin Kim and Michael Luca
Measuring the returns of advertising opportunities continues to be a challenge for many businesses. We design and run a field experiment in collaboration with Yelp across 18,294 firms in the restaurant industry to understand which types of businesses gain more from... View Details
Keywords: Advertising; Digital Marketing; Outcome or Result
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Dai, Weijia, Hyunjin Kim, and Michael Luca. "Which Firms Gain from Digital Advertising? Evidence from a Field Experiment." Marketing Science 42, no. 3 (May–June 2023): 429–439.
  • Article

Passion Penalizes Women and Advantages (Unexceptional) Men in High-Potential Designations

By: Joyce He, Jon M. Jachimowicz and Celia Moore
High potential programs offer a swift path up the corporate ladder for those who secure a place on them. However, the evaluation of “potential” occurs under considerable uncertainty, creating fertile ground for gender bias. We document that men are more likely than... View Details
Keywords: Passion; Potential; Gender; Motivation and Incentives; Performance; Talent and Talent Management
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He, Joyce, Jon M. Jachimowicz, and Celia Moore. "Passion Penalizes Women and Advantages (Unexceptional) Men in High-Potential Designations." Organization Science (in press). (Pre-published online December 23, 2024.)
  • 25 Sep 2012
  • Working Paper Summaries

Colocation and Scientific Collaboration: Evidence from a Field Experiment

Keywords: by Kevin Boudreau, Ina Ganguli, Patrick Gaule, Eva Guinan & Karim Lakhani; Health
  • October 2018
  • Case

Innovation at the Utility: Consolidated Edison's Experience

By: Martha Crawford, Andrew Serpa and Jon Wofsy
In 2014, regulators in New York State released a bold vision for the future of the electric utility industry to try and stay ahead of larger trends of rising customer expectations, stagnant load growth, and climate change. In response, Con Edison created a Utility of... View Details
Keywords: Blockchain; Utilities; Consolidated Edison; Regulated Monopolies; Electricity Distribution; Innovation Strategy; Organizational Design; Energy; Energy Generation; Utilities Industry; Energy Industry
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Crawford, Martha, Andrew Serpa, and Jon Wofsy. "Innovation at the Utility: Consolidated Edison's Experience." Harvard Business School Case 319-043, October 2018.
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