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    • Faculty Publications  (331)

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    • All HBS Web  (1,590)
      • Faculty Publications  (331)

      Experimentation Remove Experimentation →

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      Unlocking Innovation Through Business Experimentation
      Stefan Thomke Experimentation Session Recording
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      • 2021
      • Working Paper

      Information Avoidance and Image Concerns

      By: Christine L. Exley and Judd B. Kessler
      A rich literature finds that individuals avoid information, even information that is instrumental to their choices. A common hypothesis posits that individuals strategically avoid information to hold particular beliefs or to take certain actions--such as behaving...  View Details
      Keywords: Image Motivation; Self-image; Information; Behavior; Identity; Personal Characteristics
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      Exley, Christine L., and Judd B. Kessler. "Information Avoidance and Image Concerns." Harvard Business School Working Paper, No. 21-080, January 2021.
      • 2020
      • Working Paper

      The Role of Constraints in Creative Problem-Solving: Field Experimental Evidence from a Community Crowdsourcing Program in a Consumer Electronics Company

      By: Daniel Ehls, Karim R. Lakhani and Jacqueline N. Lane
      The role of constraints in the problem solving process has been a central line of inquiry in the creativity and innovation literature with ongoing debates of whether constraints imposed on creative problem solvers diminish or enhance their efforts and outputs. We...  View Details
      Keywords: Problem Solving; Constraints; Crowdsourcing; Field Experiment; Problems And Challenges; Creativity; Collaborative Innovation And Invention
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      Ehls, Daniel, Karim R. Lakhani, and Jacqueline N. Lane. "The Role of Constraints in Creative Problem-Solving: Field Experimental Evidence from a Community Crowdsourcing Program in a Consumer Electronics Company." Harvard Business School Working Paper, No. 21-068, December 2020.
      • 2020
      • Working Paper

      Income Volatility Increases Financial Impatience

      By: Colin West, A.V. Whillans and Sanford DeVoe
      Using a multi-method approach, we investigate whether income volatility is associated with financial impatience—the preference to receive a small sum of money immediately over a larger sum of money later. We find that experiencing more income volatility—including a...  View Details
      Keywords: Income Volatility; Compensation; Impatience; Time Preferences; Income; Personal Finance; Behavior; Demographics; Policy
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      West, Colin, A.V. Whillans, and Sanford DeVoe. "Income Volatility Increases Financial Impatience." Harvard Business School Working Paper, No. 21-053, October 2020.
      • October 2020
      • Case

      Experimentation at Yelp

      By: Iavor I Bojinov and Karim R. Lakhani
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      Bojinov, Iavor I., and Karim R. Lakhani. "Experimentation at Yelp." Harvard Business School Case 621-064, October 2020.
      • 2020
      • Working Paper

      The Resurgent Role of the State in China's Economy: Experimentation, Domestic Politics, and U.S. Policy

      By: Meg Rithmire
      Keywords: China
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      Rithmire, Meg. "The Resurgent Role of the State in China's Economy: Experimentation, Domestic Politics, and U.S. Policy." Penn Project on the Future of U.S.-China Relations, October 2020.
      • 2020
      • Working Paper

      Design and Analysis of Switchback Experiments

      By: Iavor I Bojinov, David Simchi-Levi and Jinglong Zhao
      In switchback experiments, a firm sequentially exposes an experimental unit to a random treatment, measures its response, and repeats the procedure for several periods to determine which treatment leads to the best outcome. Although practitioners have widely adopted...  View Details
      Keywords: Switchback Experiments; Design; Analysis; Mathematical Methods
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      Bojinov, Iavor I., David Simchi-Levi, and Jinglong Zhao. "Design and Analysis of Switchback Experiments." Harvard Business School Working Paper, No. 21-034, September 2020.
      • 2020
      • Working Paper

      What Can Economics Say About Alzheimer's Disease?

      By: Amitabh Chandra, Courtney Coile and Corina Mommaerts
      Alzheimer’s Disease (AD) affects one in ten people aged 65 or older and is the most expensive disease in the United States. We describe the central economic questions raised by AD. While there is overlap with the economics of aging, the defining features of the...  View Details
      Keywords: Health Disorders; Health Care And Treatment; Economics
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      Chandra, Amitabh, Courtney Coile, and Corina Mommaerts. "What Can Economics Say About Alzheimer's Disease?" NBER Working Paper Series, No. 27760, August 2020.
      • August 2020
      • Article

      Machine Learning and Human Capital Complementarities: Experimental Evidence on Bias Mitigation

      By: Prithwiraj Choudhury, Evan Starr and Rajshree Agarwal
      The use of machine learning (ML) for productivity in the knowledge economy requires considerations of important biases that may arise from ML predictions. We define a new source of bias related to incompleteness in real time inputs, which may result from strategic...  View Details
      Keywords: Machine Learning; Bias; Human Capital; Management; Strategy
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      Choudhury, Prithwiraj, Evan Starr, and Rajshree Agarwal. "Machine Learning and Human Capital Complementarities: Experimental Evidence on Bias Mitigation." Strategic Management Journal 41, no. 8 (August 2020): 1381–1411.
      • Article

      The Impact of COVID-19 on Small Business Outcomes and Expectations

      By: Alexander Bartik, Marianne Bertrand, Zoë B. Cullen, Edward L. Glaeser, Michael Luca and Christopher Stanton
      To explore the impact of COVID on small businesses, we conducted a survey of more than 5,800 small businesses between March 28 and April 4, 2020. Several themes emerged. First, mass layoffs and closures had already occurred—just a few weeks into the crisis. Second, the...  View Details
      Keywords: Covid-19; Stimulus; Cares Act; Health Pandemics; Small Business; Surveys
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      Bartik, Alexander, Marianne Bertrand, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, and Christopher Stanton. "The Impact of COVID-19 on Small Business Outcomes and Expectations." Proceedings of the National Academy of Sciences 117, no. 30 (July 28, 2020).
      • July 2020
      • Article

      Higher Economic Inequality Intensifies the Financial Hardship of People Living in Poverty by Fraying the Community Buffer

      By: Jon M. Jachimowicz, Barnabas Szaszi, Marcel Lukas, David Smerdon, Jaideep Prabhu and Elke U. Weber
      The current research investigates whether higher economic inequality disproportionately intensifies the financial hardship of low-income individuals. We propose that higher economic inequality increases financial hardship for low-income individuals by reducing their...  View Details
      Keywords: Economic Inequalty; Economy; Income; Equality And Inequality; Poverty; Civil Society Or Community
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      Jachimowicz, Jon M., Barnabas Szaszi, Marcel Lukas, David Smerdon, Jaideep Prabhu, and Elke U. Weber. "Higher Economic Inequality Intensifies the Financial Hardship of People Living in Poverty by Fraying the Community Buffer." Special Issue on Racism in Action. Nature Human Behaviour 4, no. 7 (July 2020): 702–712.
      • July–September 2020
      • Article

      Innovation Contest: Effect of Perceived Support for Learning on Participation

      By: Olivia Jung, Andrea Blasco and Karim R. Lakhani
      Background: Frontline staff are well positioned to conceive improvement opportunities based on first-hand knowledge of what works and does not work. The innovation contest may be a relevant and useful vehicle to elicit staff ideas. However, the success of the...  View Details
      Keywords: Contest; Innovation; Employee Engagement; Organizational Learning; Health Care; Health Care Delivery; Innovation And Invention; Organizations; Learning; Employees; Perception; Health Care And Treatment
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      Jung, Olivia, Andrea Blasco, and Karim R. Lakhani. "Innovation Contest: Effect of Perceived Support for Learning on Participation." Health Care Management Review 45, no. 3 (July–September 2020): 255–266.
      • 2020
      • Working Paper

      The Pursuit of Passion Propagates Privilege

      By: Josephine Tan and Jon M. Jachimowicz
      For many graduating college students entering the workforce, “pursue your passion” is not only a frequently repeated graduation mantra but also a commonly embraced ideal. In line with this view, prior academic research finds that passion connotes work-related benefits,...  View Details
      Keywords: Passion; Careers; Socioeconomic Status; Discrimination; Emotions; Personal Development And Career; Status And Position; Prejudice And Bias
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      Tan, Josephine, and Jon M. Jachimowicz. "The Pursuit of Passion Propagates Privilege." Harvard Business School Working Paper, No. 20-136, June 2020.
      • May–June 2020
      • Article

      The New-Market Conundrum

      By: Rory McDonald and Kathleen M. Eisenhardt
      Brand-new markets are like the wormholes of science fiction, where the usual rules of time and space do not apply. When a market has just been born, the forces of competition there are constantly in flux, it’s unclear who your customers really are, and conventional...  View Details
      Keywords: New Markets; Business Model; Strategy; Framework; Innovation And Invention; Value Creation
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      McDonald, Rory, and Kathleen M. Eisenhardt. "The New-Market Conundrum." Harvard Business Review 98, no. 3 (May–June 2020): 75–83.
      • 2020
      • Working Paper

      Social Interactions in Pandemics: Fear, Altruism, and Reciprocity

      By: Laura Alfaro, Ester Faia, Nora Lamersdorf and Farzad Saidi
      In SIR models, homogeneous or with a network structure, infection rates are assumed to be exogenous. However, individuals adjust their behavior. Using daily data for 89 cities worldwide, we document that mobility falls in response to fear, as approximated by Google...  View Details
      Keywords: Social Interactions; Pandemics; Mobility; Cities; Sir Networks; Social Preferences; Social Planner; Targeted Policies; Health Pandemics; Interpersonal Communication; Behavior; Policy
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      Alfaro, Laura, Ester Faia, Nora Lamersdorf, and Farzad Saidi. "Social Interactions in Pandemics: Fear, Altruism, and Reciprocity." NBER Working Paper Series, No. 27134, May 2020.
      • March 2020
      • Module Note

      The Role of Experiments in Organizations

      By: Michael Luca
      This note outlines the structure and content of a four-class module—The Role of Experiments in Organizations—that is designed to introduce students to the role of experimental methods in managerial decisions.  View Details
      Keywords: Experiments; Experimental Methods; Decision Making; Information
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      Luca, Michael. "The Role of Experiments in Organizations." Harvard Business School Module Note 920-044, March 2020.
      • March 2020
      • Case

      Minneapolis Star Tribune

      By: Joseph L. Bower, Elizabeth Hansen and Michael Norris
      In the summer of 2019, Mike Klingensmith, CEO of the Minneapolis Star Tribune, the Twin Cities metro region’s largest newspaper, reviewed subscription trends and plans for future experimentation. The newspaper industry across the U.S. had suffered a steep decline for...  View Details
      Keywords: Financial Performance; Industry Evolution; Business Earnings; Organizational Change And Adaptation; Strategic Planning; Journalism And News Industry; Minnesota
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      Bower, Joseph L., Elizabeth Hansen, and Michael Norris. "Minneapolis Star Tribune." Harvard Business School Case 920-302, March 2020.
      • 2020
      • Book

      The Power of Experiments: Decision-Making in a Data-Driven World

      By: Michael Luca and Max H. Bazerman
      Have you logged into Facebook recently? Searched for something on Google? Chosen a movie on Netflix? If so, you've probably been an unwitting participant in a variety of experiments—also known as randomized controlled trials—designed to test the impact of changes to an...  View Details
      Keywords: Experiments; Randomized Controlled Trials; Organizations; Decision Making; Data And Data Sets; Management Analysis, Tools, And Techniques
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      Luca, Michael, and Max H. Bazerman. The Power of Experiments: Decision-Making in a Data-Driven World. Cambridge, MA: MIT Press, 2020.
      • March 2020
      • Article

      Gender Differences in Communicative Abstraction

      By: Priyanka D. Joshi, Cheryl J. Wakslak, Gil Appel and Laura Huang
      Drawing on construal level theory, which suggests that experiencing a communicative audience as proximal rather than distal leads speakers to frame messages more concretely, we examine gender difference in linguistic abstraction. In a meta-analysis of prior studies...  View Details
      Keywords: Construal Level Theory; Psychological Distance; Gender; Communication; Leadership
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      Joshi, Priyanka D., Cheryl J. Wakslak, Gil Appel, and Laura Huang. "Gender Differences in Communicative Abstraction." Journal of Personality and Social Psychology 118, no. 3 (March 2020): 417–435.
      • March 2020
      • Article

      Is This My Group or Not? The Role of Ensemble Coding of Emotional Expressions in Group Categorization

      By: Amit Goldenberg, Timothy D. Sweeny, Emmanuel Shpigel and James J. Gross
      When exposed to others’ emotional responses, people often make rapid decisions as to whether these others are members of their group or not. These group categorization decisions have been shown to be extremely important to understanding group behavior. Yet, despite...  View Details
      Keywords: Categorization; Ensemble Coding; Summary Statistical Perception; Social Cognition; Emotions; Perception; Groups And Teams
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      Goldenberg, Amit, Timothy D. Sweeny, Emmanuel Shpigel, and James J. Gross. "Is This My Group or Not? The Role of Ensemble Coding of Emotional Expressions in Group Categorization." Journal of Experimental Psychology: General 149, no. 3 (March 2020).
      • March 2020
      • Article

      Which Early Withdrawal Penalty Attracts the Most Deposits to a Commitment Savings Account?

      By: John Beshears, James J. Choi, Christopher Harris, David Laibson, Brigitte C. Madrian and Jung Sakong
      Previous research has shown that some people voluntarily use commitment contracts that restrict their own choice sets. We study how people divide money between two accounts: a liquid account that permits unrestricted withdrawals and a commitment account that is...  View Details
      Keywords: Quasi-hyperbolic Discounting; Present Bias; Sophistication; Naiveté; Commitment; Flexibility; Savings; Contract Design; Defined Contribution Retirement Plan; 401 (k); Ira; Saving; Behavior; Contracts; Design; Interest Rates
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      Beshears, John, James J. Choi, Christopher Harris, David Laibson, Brigitte C. Madrian, and Jung Sakong. "Which Early Withdrawal Penalty Attracts the Most Deposits to a Commitment Savings Account?" Art. 104144. Journal of Public Economics 183 (March 2020).
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      Stefan Thomke Experimentation Session Recording
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