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    • All HBS Web  (574)
      • Faculty Publications  (51)

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      • 2020
      • Article

      Subjective Semantic Surprise Resulting from Divided Attention Biases Evaluations of an Idea’s Creativity

      By: Goran Calic, Nour El Shamy, Isaac Kinley, Scott Watter and Khaled Hassanein
      The evaluation of an idea’s creativity constitutes an important step in successfully responding to an unexpected problem with a new solution. Yet, distractions compete for cognitive resources with the evaluation process and may change how individuals evaluate ideas. In... View Details
      Keywords: Creativity; Cognition and Thinking
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      Calic, Goran, Nour El Shamy, Isaac Kinley, Scott Watter, and Khaled Hassanein. "Subjective Semantic Surprise Resulting from Divided Attention Biases Evaluations of an Idea’s Creativity." Scientific Reports 10 (2020).
      • Article

      Signaling When Nobody Is Watching: A Reputation Heuristics Account of Outrage and Punishment in One-shot Anonymous Interactions

      By: Jillian J. Jordan and David G. Rand
      Moralistic punishment can confer reputation benefits by signaling trustworthiness to observers. However, why do people punish even when nobody is watching? We argue that people often rely on the heuristic that reputation is typically at stake, such that reputation... View Details
      Keywords: Signaling; Morality; Trustworthiness; Anger; Third-party Punishment; Moral Sensibility; Behavior; Trust; Reputation
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      Jordan, Jillian J., and David G. Rand. "Signaling When Nobody Is Watching: A Reputation Heuristics Account of Outrage and Punishment in One-shot Anonymous Interactions." Journal of Personality and Social Psychology 118, no. 1 (January 2020).
      • Article

      Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM

      By: Katrina Ligett, Seth Neel, Aaron Leon Roth, Bo Waggoner and Steven Wu
      Traditional approaches to differential privacy assume a fixed privacy requirement ϵ for a computation, and attempt to maximize the accuracy of the computation subject to the privacy constraint. As differential privacy is increasingly deployed in practical settings, it... View Details
      Keywords: Differential Privacy; Empirical Risk Minimization; Accuracy First
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      Ligett, Katrina, Seth Neel, Aaron Leon Roth, Bo Waggoner, and Steven Wu. "Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM." Journal of Privacy and Confidentiality 9, no. 2 (2019).
      • 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.
      • September 2017
      • Case

      Sensing (and Monetizing) Happiness at Hitachi

      By: Ethan Bernstein and Stephanie Marton
      Inspired by research linking happiness and productivity, Hitachi had invested in developing new “people analytics” technologies to help companies increase employee happiness. Hitachi had begun manufacturing high-tech badges that quantify a wearer’s activity patterns.... View Details
      Keywords: People Analytics; Japan; Sociometers; Wearables; Interpersonal Communication; Human Resources; Happiness; Technology Industry; Japan
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      Bernstein, Ethan, and Stephanie Marton. "Sensing (and Monetizing) Happiness at Hitachi." Harvard Business School Case 418-019, September 2017.
      • May 2017
      • Other Article

      Stepwise Distributed Open Innovation Contests for Software Development: Acceleration of Genome-Wide Association Analysis

      By: Andrew Hill, Po-Ru Loh, Ragu B. Bharadwaj, Pascal Pons, Jingbo Shang, Eva C. Guinan, Karim R. Lakhani, Iain Kilty and Scott Jelinsky
      BACKGROUND: The association of differing genotypes with disease-related phenotypic traits offers great potential to both help identify new therapeutic targets and support stratification of patients who would gain the greatest benefit from specific drug classes.... View Details
      Keywords: Crowdsourcing; Genome-wide Association Study; Logistic Regression; Open Innovation; PLINK; Collaborative Innovation and Invention
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      Hill, Andrew, Po-Ru Loh, Ragu B. Bharadwaj, Pascal Pons, Jingbo Shang, Eva C. Guinan, Karim R. Lakhani, Iain Kilty, and Scott Jelinsky. "Stepwise Distributed Open Innovation Contests for Software Development: Acceleration of Genome-Wide Association Analysis." GigaScience 6, no. 5 (May 2017).
      • August 2, 2016
      • Article

      Uncalculating Cooperation Is Used to Signal Trustworthiness

      By: Jillian J. Jordan, Moshe Hoffman, Martin A. Nowak and David G. Rand
      Humans frequently cooperate without carefully weighing the costs and benefits. As a result, people may wind up cooperating when it is not worthwhile to do so. Why risk making costly mistakes? Here, we present experimental evidence that reputation concerns provide an... View Details
      Keywords: Social Evaluation; Experimental Economics; Moral Psychology; Cooperation; Reputation; Decision Making
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      Jordan, Jillian J., Moshe Hoffman, Martin A. Nowak, and David G. Rand. "Uncalculating Cooperation Is Used to Signal Trustworthiness." Proceedings of the National Academy of Sciences 113, no. 31 (August 2, 2016): 8658–8663.
      • Article

      Valuing Time Over Money Is Associated with Greater Happiness

      By: A.V. Whillans, Aaron C. Weidman and Elizabeth W. Dunn
      How do the trade-offs that we make about two of our most valuable resources—time and money—shape happiness? While past research has documented the immediate consequences of thinking about time and money, research has not yet examined whether people’s general... View Details
      Keywords: Well-being; Time; Trade-offs; Orientations; Happiness; Money; Satisfaction
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      Whillans, A.V., Aaron C. Weidman, and Elizabeth W. Dunn. "Valuing Time Over Money Is Associated with Greater Happiness." Social Psychological & Personality Science 7, no. 3 (April 2016): 213–222.
      • Article

      How Beliefs about Self-creation Inflate Value in the Human Brain

      By: Raphael Koster, Tali Sharot, Rachel Yuan, Benedetto De Martino, Michael I. Norton and Raymond J. Dolan
      Humans have a tendency to overvalue their own ideas and creations. Understanding how these errors in judgement emerge is important for explaining suboptimal decisions, as when individuals and groups choose self-created alternatives over superior or equal ones. We show... View Details
      Keywords: fMRI; Amygdala; Hippocampus; Medial Temporal Lobe; Caudate Nucleus; Values and Beliefs
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      Koster, Raphael, Tali Sharot, Rachel Yuan, Benedetto De Martino, Michael I. Norton, and Raymond J. Dolan. "How Beliefs about Self-creation Inflate Value in the Human Brain." Art. 473. Frontiers in Human Neuroscience 9 (September 2015): 1–10.
      • May–June 2015
      • Article

      Big Data: Big Deal or Big Hype?

      By: Sunil Gupta
      Google Flu Trends article of November 2008 heralded a new age for big data where it is possible to leverage the vast amount of data to speak for itself, without theory or expert knowledge of the subject matter. However, in a short span the pendulum swung from big data... View Details
      Keywords: Big Data; Analytics and Data Science; Management Practices and Processes
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      Gupta, Sunil. "Big Data: Big Deal or Big Hype?" European Business Review (May–June 2015).
      • December 2014
      • Article

      The Discipline of Business Experimentation

      By: Stefan Thomke and Jim Manzi
      The data you already have can't tell you how customers will react to innovations. To discover if a truly novel concept will succeed, you must subject it to a rigorous experiment. In most companies, tests do not adhere to scientific and statistical principles. As a... View Details
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      Thomke, Stefan, and Jim Manzi. "The Discipline of Business Experimentation." Harvard Business Review 92, no. 12 (December 2014): 70–79.
      • 2013
      • Chapter

      Growth and the Quality of Foreign Direct Investment: Is All FDI Equal?

      By: Laura Alfaro and Andrew Charlton
      In this paper we distinguish different "qualities" of FDI to re-examine the relationship between FDI and growth. We use "quality" to mean the effect of a unit of FDI on economic growth. However, this is difficult to establish because it is a function of many different... View Details
      Keywords: Quality; Economic Growth; Foreign Direct Investment
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      Alfaro, Laura, and Andrew Charlton. "Growth and the Quality of Foreign Direct Investment: Is All FDI Equal?" In The Industrial Policy Revolution I: The Role of Government Beyond Ideology. no. 151-1, edited by Joseph E. Stiglitz and Justin Lin Yifu. IEA Conference Volume. London: Palgrave Macmillan, 2013.
      • Article

      Contagion of Cooperation in Static and Fluid Social Networks

      By: Jillian J. Jordan, David G. Rand, Samuel Arbesman, James H. Fowler and Nicholas A. Christakis
      Cooperation is essential for successful human societies. Thus, understanding how cooperative and selfish behaviors spread from person to person is a topic of theoretical and practical importance. Previous laboratory experiments provide clear evidence of social... View Details
      Keywords: Social Contagion; Social Networks; Cooperation; Behavior; Social Media
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      Jordan, Jillian J., David G. Rand, Samuel Arbesman, James H. Fowler, and Nicholas A. Christakis. "Contagion of Cooperation in Static and Fluid Social Networks." PLoS ONE 8, no. 6 (June 2013).
      • 2013
      • Article

      What Goes Up Must Come Down? Experimental Evidence on Intuitive Forecasting

      By: John Beshears, James J. Choi, Andreas Fuster, David Laibson and Brigitte C. Madrian
      Do laboratory subjects correctly perceive the dynamics of a mean-reverting time series? In our experiment, subjects receive historical data and make forecasts at different horizons. The time series process that we use features short-run momentum and long-run partial... View Details
      Keywords: Forecasting and Prediction; Cognition and Thinking
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      Beshears, John, James J. Choi, Andreas Fuster, David Laibson, and Brigitte C. Madrian. "What Goes Up Must Come Down? Experimental Evidence on Intuitive Forecasting." American Economic Review: Papers and Proceedings 103, no. 3 (May 2013): 570–574.
      • 2014
      • Working Paper

      Bridging Science and Technology Through Academic-Industry Partnerships

      By: Sen Chai and Willy C. Shih
      Scientific research and its translation into commercialized technology is a driver of wealth creation and economic growth. Partnerships to foster the translational processes from public research organizations, such as universities and hospitals, to private firms are a... View Details
      Keywords: Innovation; Firm Performance; Public-private Partnership Funding; Translational Research; Small And Medium Enterprises; Partners and Partnerships; Public Sector; Private Sector; Performance; Science-Based Business; Innovation and Invention
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      Chai, Sen, and Willy C. Shih. "Bridging Science and Technology Through Academic-Industry Partnerships." Harvard Business School Working Paper, No. 13-058, January 2013. (Revised July 2014.)
      • September 2010
      • Article

      Making Self-Regulation More Than Merely Symbolic: The Critical Role of the Legal Environment

      By: Jodi L. Short and Michael W. Toffel
      Using data from a sample of U.S. industrial facilities subject to the federal Clean Air Act from 1993 to 2003, this article theorizes and tests the conditions under which organizations' symbolic commitments to self-regulate are particularly likely to result in improved... View Details
      Keywords: Adoption; Code Law; Environmental Sustainability; Governing Rules, Regulations, and Reforms; Organizations; Governance Compliance; Strategy; Motivation and Incentives; United States
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      Short, Jodi L., and Michael W. Toffel. "Making Self-Regulation More Than Merely Symbolic: The Critical Role of the Legal Environment." Administrative Science Quarterly 55, no. 3 (September 2010): 361–396. (Lead article; Featured in the Stanford Social Innovation Review (Summer 2011) and in Behind the scenes of the Administrative Science Quarterly.)
      • 2010
      • Book

      Winning in Emerging Markets: A Road Map for Strategy and Execution

      By: Tarun Khanna, Krishna G. Palepu and Richard Bullock
      The best way to select emerging markets to exploit is to evaluate their size or growth potential, right? Not according to Krishna Palepu and Tarun Khanna. In 'Winning in Emerging Markets,' these leading scholars on the subject present a decidedly different framework... View Details
      Keywords: Developing Countries and Economies; Management Analysis, Tools, and Techniques; Emerging Markets; Organizations; Opportunities; Business Strategy
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      Khanna, Tarun, Krishna G. Palepu, and Richard Bullock. Winning in Emerging Markets: A Road Map for Strategy and Execution. Boston: Harvard Business Press, 2010.
      • January 2010
      • Journal Article

      A Choice Prediction Competition: Choices from Experience and from Description

      By: Ido Erev, Eyal Ert, Alvin E. Roth, Ernan E. Haruvy, Stefan Herzog, Robin Hau, Ralph Hertwig, Terrence Steward, Robert West and Christian Lebiere
      Erev, Ert, and Roth organized three choice prediction competitions focused on three related choice tasks: one-shot decisions from description (decisions under risk), one-shot decisions from experience, and repeated decisions from experience. Each competition was based... View Details
      Keywords: Experience and Expertise; Decision Choices and Conditions; Forecasting and Prediction; Mathematical Methods; Risk and Uncertainty; Competition
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      Erev, Ido, Eyal Ert, Alvin E. Roth, Ernan E. Haruvy, Stefan Herzog, Robin Hau, Ralph Hertwig, Terrence Steward, Robert West, and Christian Lebiere. "A Choice Prediction Competition: Choices from Experience and from Description." Special Issue on Decisions from Experience. Journal of Behavioral Decision Making 23, no. 1 (January 2010).
      • October 2008
      • Article

      Navigating the Bind of Necessary Evils: Psychological Engagement and the Production of Interpersonally Sensitive Behavior

      By: Joshua D. Margolis and Andrew Molinsky
      We develop grounded theory about how individuals respond to the subjective experience of performing "necessary evils" and how that influences the way they treat targets of their actions. Despite the importance and difficulty of delivering just, compassionate treatment... View Details
      Keywords: Interpersonal Communication; Fairness; Moral Sensibility; Problems and Challenges; Behavior; Power and Influence; Welfare
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      Margolis, Joshua D., and Andrew Molinsky. "Navigating the Bind of Necessary Evils: Psychological Engagement and the Production of Interpersonally Sensitive Behavior." Academy of Management Journal 51, no. 5 (October 2008): 847–872. (Winner of Academy of Management. Outstanding Publication in Organizational Behavior Award presented by Academy of Management.)
      • October 2008
      • Article

      Organizational Responses to Environmental Demands: Opening the Black Box

      By: Magali Delmas and Michael W. Toffel
      This paper combines new and old institutionalism to explain differences in organizational strategies. We propose that differences in the influence of corporate departments lead their facilities to prioritize different external pressures and thus adopt different... View Details
      Keywords: Environmental Sustainability; Management Practices and Processes; Decisions; Adoption
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      Delmas, Magali, and Michael W. Toffel. "Organizational Responses to Environmental Demands: Opening the Black Box." Strategic Management Journal 29, no. 10 (October 2008): 1027–1055.
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