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  • All HBS Web  (1,627)
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    • News  (465)
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    • Events  (13)
  • Faculty Publications  (195)

Show Results For

  • All HBS Web  (1,627)
    • People  (11)
    • News  (465)
    • Research  (797)
    • Events  (13)
  • Faculty Publications  (195)
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  • February 2021
  • Article

Topic Classification of Electric Vehicle Consumer Experiences with Transformer-Based Deep Learning

By: Sooji Ha, Daniel J Marchetto, Sameer Dharur and Omar Isaac Asensio
The transportation sector is a major contributor to greenhouse gas (GHG) emissions and is a driver of adverse health effects globally. Increasingly, government policies have promoted the adoption of electric vehicles (EVs) as a solution to mitigate GHG emissions.... View Details
Keywords: Natural Language Processing; Analytics and Data Science; Environmental Sustainability; Infrastructure; Transportation; Policy
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Ha, Sooji, Daniel J Marchetto, Sameer Dharur, and Omar Isaac Asensio. "Topic Classification of Electric Vehicle Consumer Experiences with Transformer-Based Deep Learning." Art. 100195. Patterns 2, no. 2 (February 2021).
  • November 2022
  • Article

Impacts of Micromobility on Car Displacement with Evidence from a Natural Experiment and Geofencing Policy

By: Omar Isaac Asensio, Camila Apablaza, M. Cade Lawson, Edward W Chen and Savannah J Horner
Micromobility, such as electric scooters and electric bikes—an estimated US$300 billion global market by 2030—will accelerate electrification efforts and fundamentally change urban mobility patterns. However, the impacts of micromobility adoption on traffic congestion... View Details
Keywords: City; Policy; Transportation; Sustainable Cities
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Asensio, Omar Isaac, Camila Apablaza, M. Cade Lawson, Edward W Chen, and Savannah J Horner. "Impacts of Micromobility on Car Displacement with Evidence from a Natural Experiment and Geofencing Policy." Nature Energy 7, no. 11 (November 2022): 1100–1108.
  • 2018
  • Chapter

Behavioral Empirics and Field Experiments

By: Maria Ibanez and Bradley R. Staats
As the study of behavioral operations has continued to grow, an increasing number of researchers are turning to the field (e.g., conducting observational studies or natural or field experiments) to push deeper in order to find the answers to relevant behavioral... View Details
Keywords: Behavioral Operations; Empirical Operations; Empirical Operations Management; Field Experiments; Behavior; Operations; Management; Research
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Ibanez, Maria, and Bradley R. Staats. "Behavioral Empirics and Field Experiments." In The Handbook of Behavioral Operations, edited by Karen Donohue, Elena Katok, and Stephen Leider, 121–148. Hoboken, NJ: John Wiley & Sons, 2018.
  • Research Summary

What Makes the Bonding Stick? A Natural Experiment Involving the U.S. Supreme Court and Cross-Listed Firms

On March 29, 2010, the U.S. Supreme Court signaled its intention to geographically limit the reach of the U.S.securities antifraud regime and thus differentially exclude U.S.-listed foreign firms from the ambit of formal U.S.antifraud enforcement.  We exploit this... View Details

Keywords: Cross-listing; Corporate Governance; Civil Liability; Bonding
  • September 2014
  • Article

OSHA Inspections Should Be Welcome: Results from a Natural Field Experiment in California

By: David I. Levine and Michael W. Toffel
For companies with strong internal occupational safety and health auditing programs, OSHA inspections might seem a formality that risk uncovering, at most, nitpicky deviations from the thousands of pages of safety regulations. For those with poor safety practices, OSHA... View Details
Keywords: Business and Government Relations; Operations; Safety; Governance Compliance; United States; California
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Levine, David I., and Michael W. Toffel. "OSHA Inspections Should Be Welcome: Results from a Natural Field Experiment in California." The Compass (Newsletter of the American Society of Safety Engineers) 14, no. 1 (September 2014): 4.
  • July 2021
  • Article

Information Transparency, Multihoming, and Platform Competition: A Natural Experiment in the Daily Deals Market

By: Hui Li and Feng Zhu
Platform competition is shaped by the likelihood of multi-homing (i.e., complementors or consumers adopt more than one platform). To take advantage of multi-homing, platform firms often attempt to motivate their rivals’ high-performing complementors to adopt their own... View Details
Keywords: Platform Competition; Multi-homing; Information Transparency; Daily Deals; Groupon; LivingSocial; Digital Platforms; Information; Competition
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Li, Hui, and Feng Zhu. "Information Transparency, Multihoming, and Platform Competition: A Natural Experiment in the Daily Deals Market." Management Science 67, no. 7 (July 2021): 4384–4407.
  • 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
  • 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.
  • 2018
  • Working Paper

Information Provision and Innovation: Natural Experiment of Herbal Patent Prior Art Adoption at the United States and European Patent Offices

By: Prithwiraj Choudhury and Tarun Khanna
We exploit a natural experiment to study how codifying information about prior innovation affects subsequent innovation. A codified database of traditional Indian herbal formulations was adopted by the European Patent Office (EPO) and the U.S. Patent and Trademark... View Details
Keywords: Patents; Plant-Based Agribusiness; Ethnicity; Health Care and Treatment; Pharmaceutical Industry; Agriculture and Agribusiness Industry; China; India
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Choudhury, Prithwiraj, and Tarun Khanna. "Information Provision and Innovation: Natural Experiment of Herbal Patent Prior Art Adoption at the United States and European Patent Offices." Harvard Business School Working Paper, No. 14-079, February 2014. (Revised January 2018.)
  • May 2016
  • Article

Return Migration and Geography of Innovation in MNEs: A Natural Experiment of Knowledge Production by Local Workers Reporting to Return Migrants

By: Prithwiraj Choudhury
I study whether return migrants facilitate knowledge production by local employees working for them at geographically distant R&D locations. Using unique personnel and patenting data for 1,315 employees at the Indian R&D center of a Fortune 500 technology firm, I... View Details
Keywords: Innovation; Innovation and Invention
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Choudhury, Prithwiraj. "Return Migration and Geography of Innovation in MNEs: A Natural Experiment of Knowledge Production by Local Workers Reporting to Return Migrants." Journal of Economic Geography 16, no. 3 (May 2016): 585–610.
  • August 2017 (Revised December 2018)
  • Case

Tamarin App: Natural Language Processing

By: Srikant M. Datar and Caitlin N. Bowler
In this case, students explore the challenges of using sentiment analysis to monitor and understand public perception around a software application, Tamarin SEO App. Technical topics include building a filtering classifier using naive Bayes and sentiment analysis This... View Details
Keywords: Data Science; Branding; Data Analytics; Analytics and Data Science; Brands and Branding; Analysis; Perception; Planning
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Datar, Srikant M., and Caitlin N. Bowler. "Tamarin App: Natural Language Processing." Harvard Business School Case 118-015, August 2017. (Revised December 2018.)
  • 2025
  • Working Paper

Generative AI and the Nature of Work

By: Manuel Hoffmann, Sam Boysel, Frank Nagle, Sida Peng and Kevin Xu
Recent advances in artificial intelligence (AI) technology demonstrate a considerable potential to complement human capital intensive activities. While an emerging literature documents wide-ranging productivity effects of AI, relatively little attention has been paid... View Details
Keywords: Generative Ai; Digital Work; Open Source Software; Knowledge Economy; AI and Machine Learning; Open Source Distribution; Organizational Structure; Performance Productivity; Labor
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Hoffmann, Manuel, Sam Boysel, Frank Nagle, Sida Peng, and Kevin Xu. "Generative AI and the Nature of Work." Harvard Business School Working Paper, No. 25-021, October 2024. (Revised April 2025.)
  • June 2015 (Revised October 2016)
  • Case

Denver Museum of Nature & Science

By: Jill Avery and Jim Rosenberg
Digital was on Vice President of Strategic Partnerships and Programs Bridget Coughlin's mind these days. DMNS had been dabbling in digital for the past few years, but had never fully committed to it. The time had come to establish a strategic vision, and to decide... View Details
Keywords: Digital; Nonprofit; Arts; Education; Marketing; Marketing Communications; Marketing Strategy; Nonprofit Organizations; Social Media; Education Industry; North America; United States
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Avery, Jill, and Jim Rosenberg. "Denver Museum of Nature & Science." Harvard Business School Case 315-081, June 2015. (Revised October 2016.)
  • Article

Naturals and Strivers: Preferences and Beliefs about Sources of Achievement

By: Chia-Jung Tsay and Mahzarin R. Banaji
To understand how talent and achievement are perceived, three experiments compared the assessments of "naturals" and "strivers." Professional musicians learned about two pianists, equal in achievement but who varied in the source of achievement: the "natural" with... View Details
Keywords: Prejudice and Bias; Perception; Judgments; Success; Competency and Skills
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Tsay, Chia-Jung, and Mahzarin R. Banaji. "Naturals and Strivers: Preferences and Beliefs about Sources of Achievement." Journal of Experimental Social Psychology 47, no. 2 (March 2011): 460–465.
  • June 2021
  • Article

Engineering Serendipity: When Does Knowledge Sharing Lead to Knowledge Production?

By: Jacqueline N. Lane, Ina Ganguli, Patrick Gaule, Eva C. Guinan and Karim R. Lakhani
We investigate how knowledge similarity between two individuals is systematically related to the likelihood that a serendipitous encounter results in knowledge production. We conduct a natural field experiment at a medical research symposium, where we exogenously... View Details
Keywords: Cognitive Similarity; Innovation; Knowledge Production; Natural Field Experiment; Knowledge Acquisition; Knowledge Sharing; Relationships
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Lane, Jacqueline N., Ina Ganguli, Patrick Gaule, Eva C. Guinan, and Karim R. Lakhani. "Engineering Serendipity: When Does Knowledge Sharing Lead to Knowledge Production?" Strategic Management Journal 42, no. 6 (June 2021).
  • 2013
  • Working Paper

Learning from Double-Digit Growth Experiences

By: Eric D. Werker
This extended memorandum identifies episodes of sustained double-digit growth in real GDP, defined as a compound annual growth rate of 10 percent or more over a period of 8 years or longer. Using a measure of real GDP reported in the World Development Indicators, we... View Details
Keywords: Growth; Liberia
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Werker, Eric D. "Learning from Double-Digit Growth Experiences." International Growth Centre Working Paper, April 2013.
  • 2016
  • Working Paper

Gender Differences in Altruism: Responses to a Natural Disaster

By: Matthew Lilley and Robert Slonim
High-profile disasters can cause large spikes in philanthropy and volunteerism. By providing temporary positive shocks to the altruism of donors, these natural experiments help identify heterogeneity in the distributions of the latent altruism which motivates donors.... View Details
Keywords: Altruism; Charitable Behavior; Philanthropy and Charitable Giving; Gender; Behavior
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Lilley, Matthew, and Robert Slonim. "Gender Differences in Altruism: Responses to a Natural Disaster." IZA (Institute of Labor Economics) Discussion Paper Series, No. 9657, January 2016.
  • 11 Mar 2014
  • Working Paper Summaries

Return Migration and Geography of Innovation in MNEs: A Natural Experiment of On-the-Job Learning of Knowledge Production by Local Workers Reporting to Return Migrants

Keywords: by Prithwiraj Choudhury; Technology
  • 02 Aug 2006
  • Research & Ideas

Investor Protection: The Czech Experience

think hard about partner selection, deal structuring, and operational decisions when expropriation is a key risk. Second, it's an instructive example for economics and legal scholars who have begun to emphasize the role of institutions in determining the View Details
Keywords: by Martha Lagace; Media & Broadcasting; Entertainment & Recreation
  • January 1991
  • Article

A Natural Experiment in the Organization of Entry Level Labor Markets: Regional Markets for New Physicians and Surgeons in the U.K.

By: A. E. Roth
Keywords: Labor; Markets; Health; United Kingdom
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Roth, A. E. "A Natural Experiment in the Organization of Entry Level Labor Markets: Regional Markets for New Physicians and Surgeons in the U.K." American Economic Review 81, no. 3 (January 1991): 415–440.
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