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      • June 2018
      • Teaching Note

      Difficult Conversations and Dealing with Challenging Situations at Work

      By: Boris Groysberg and Amram Migdal
      Teaching Note for HBS Nos. 416-031, 416-032, 416-033, 416-034, 416-035, and 416-036. View Details
      Keywords: Communication; Communication Intention and Meaning; Human Resources; Employee Relationship Management; Management Skills; Performance; Performance Evaluation; Personal Development and Career; Relationships; Groups and Teams; Social Psychology; Attitudes; Behavior; Conflict and Resolution; Conflict Management; Emotions; Perception; Personal Characteristics; Perspective; Power and Influence; Prejudice and Bias; Reputation; Satisfaction; Trust
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      Groysberg, Boris, and Amram Migdal. "Difficult Conversations and Dealing with Challenging Situations at Work." Harvard Business School Teaching Note 418-084, June 2018.
      • May 28, 2018
      • Article

      How Companies Can Identify Racial and Gender Bias in Their Customer Service

      By: Alexandra C. Feldberg and Tami Kim
      Research shows that minority customers — blacks and Asians — regularly receive worse customer service than whites in ways that are not immediately obvious to onlookers (or even managers). These results prompt a couple of questions for executives and managers. One, does... View Details
      Keywords: Internal Audit; Customers; Service Delivery; Prejudice and Bias; Race; Gender; Organizational Change and Adaptation
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      Feldberg, Alexandra C., and Tami Kim. "How Companies Can Identify Racial and Gender Bias in Their Customer Service." Harvard Business Review (website) (May 28, 2018).
      • Article

      Consistent Belief in a Good True Self in Misanthropes and Three Interdependent Cultures

      By: Julian De Freitas, Hagop Sarkissian, George E. Newman, Igor Grossman, Felipe De Brigard, Andres Luco and Joshua Knobe
      People sometimes explain behavior by appealing to an essentialist concept of the self, often referred to as the true self. Existing studies suggest that people tend to believe that the true self is morally virtuous; that is deep inside, every person is motivated to... View Details
      Keywords: Concepts; Social Cognition; Moral Reasoning; True Self; Culture; Misanthropy; Behavior; Values and Beliefs; Moral Sensibility
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      De Freitas, Julian, Hagop Sarkissian, George E. Newman, Igor Grossman, Felipe De Brigard, Andres Luco, and Joshua Knobe. "Consistent Belief in a Good True Self in Misanthropes and Three Interdependent Cultures." Cognitive Science 42, no. S1 (2018): 134–160.
      • May 2018
      • Article

      Selection and Market Reallocation: Productivity Gains from Multinational Production

      By: Laura Alfaro and Maggie X. Chen
      Assessing the productivity gains from multinational production has been a vital topic of economic research and policy debate. Positive aggregate productivity gains are often attributed to within-firm productivity improvement; however, an alternative, less emphasized... View Details
      Keywords: Productivity Gains; Multinational Production; Selection; Market Reallocation; And Within-firm Productivity; Multinational Firms and Management; Production; Performance Productivity; Competition; Mathematical Methods
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      Alfaro, Laura, and Maggie X. Chen. "Selection and Market Reallocation: Productivity Gains from Multinational Production." American Economic Journal: Economic Policy 10, no. 2 (May 2018): 1–38. (Also NBER Working Paper 18207. See Harvard Business School Working Paper, No. 12–111, 2015 for longer version.)
      • March 2018
      • Article

      Scraped Data and Sticky Prices

      By: Alberto Cavallo
      I use daily prices collected from online retailers in five countries to study the impact of measurement bias on three common price stickiness statistics. Relative to previous results, I find that online prices have longer durations, with fewer price changes close to... View Details
      Keywords: Online Data; Scraped Data; Sticky Prices; Scanner Data; Consumer Price Index; Price; Data and Data Sets
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      Cavallo, Alberto. "Scraped Data and Sticky Prices." Review of Economics and Statistics 100, no. 1 (March 2018): 105–119.
      • Article

      Mitigating Bias in Adaptive Data Gathering via Differential Privacy

      By: Seth Neel and Aaron Leon Roth
      Data that is gathered adaptively—via bandit algorithms, for example—exhibits bias. This is true both when gathering simple numeric valued data—the empirical means kept track of by stochastic bandit algorithms are biased downwards—and when gathering more complicated... View Details
      Keywords: Bandit Algorithms; Bias; Analytics and Data Science; Mathematical Methods; Theory
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      Neel, Seth, and Aaron Leon Roth. "Mitigating Bias in Adaptive Data Gathering via Differential Privacy." Proceedings of the International Conference on Machine Learning (ICML) 35th (2018).
      • 2018
      • Chapter

      Organizational Remedies for Discrimination

      By: R. Ely and A. Feldberg
      Laws now exist to protect employees from blatant forms of discrimination in hiring and promotion, but workplace discrimination persists in latent forms. These “second-generation” forms of bias arise in workplace structures, practices, and patterns of interaction that... View Details
      Keywords: Discrimination; Prejudice and Bias; Equality and Inequality
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      Ely, R., and A. Feldberg. "Organizational Remedies for Discrimination." In The Oxford Handbook of Workplace Discrimination, edited by Adrienne J. Colella and Eden B. King, 387–410. New York: Oxford University Press, 2018.
      • Article

      Default Neglect in Attempts at Social Influence

      By: Julian Zlatev, David P. Daniels, Hajin Kim and Margaret A. Neale
      Current theories suggest that people understand how to exploit common biases to influence others. However, these predictions have received little empirical attention. We consider a widely studied bias with special policy relevance: the default effect, which is the... View Details
      Keywords: Social Influence; Default Effect; Nudges; Choice Architecture; Decision Making; Behavior
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      Zlatev, Julian, David P. Daniels, Hajin Kim, and Margaret A. Neale. "Default Neglect in Attempts at Social Influence." Proceedings of the National Academy of Sciences 114, no. 52 (December 26, 2017).
      • October 2017 (Revised November 2017)
      • Case

      NYC311

      By: Constantine E. Kontokosta, Mitchell Weiss, Christine Snively and Sarah Gulick
      Joe Morrisroe, executive director for NYC311, had some gut instincts but no definitive answer to the question he was just asked by one of the mayor’s deputies: “Are some communities being underserved by 311? How do we know we are hearing from the right people?” Founded... View Details
      Keywords: New York City; NYC; 311; NYC311; Big Data; Equal Access; Bias; Data Analysis; Public Entrepreneurship; Urban Informatics; Predictive Analytics; Chief Data Officer; Data Analytics; Cities; City Leadership; Analytics and Data Science; Analysis; Prejudice and Bias; Entrepreneurship; Public Sector; City; Public Administration Industry; New York (city, NY)
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      Kontokosta, Constantine E., Mitchell Weiss, Christine Snively, and Sarah Gulick. "NYC311." Harvard Business School Case 818-056, October 2017. (Revised November 2017.)
      • October 2017
      • Case

      Still Leading (B10): Louis Gossett Jr.— A New Role Erasing Racism

      By: Rosabeth Moss Kanter and Ai-Ling Jamila Malone
      Louis (Lou) Gossett Jr.’s exemplary life included a groundbreaking career in entertainment and a bold and audacious goal to erase racism. From the Broadway stage to television and the movie screen, Gossett earned major accolades in his field, notably becoming the first... View Details
      Keywords: Leadership; Advanced Leadership Initiative; Advanced Leadership; Change; Transition; Entrepreneurship; Social Entrepreneurship; Philanthropy and Charitable Giving; Prejudice and Bias
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      Kanter, Rosabeth Moss, and Ai-Ling Jamila Malone. "Still Leading (B10): Louis Gossett Jr.— A New Role Erasing Racism." Harvard Business School Case 318-053, October 2017.
      • 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.
      • October 2017
      • Article

      The Size of the LGBT Population and the Magnitude of Anti-Gay Sentiment Are Substantially Underestimated

      By: Katherine Baldiga Coffman, Lucas C. Coffman and Keith M. Marzilli Ericson
      We demonstrate that widely used measures of anti-gay sentiment and the size of the LGBT population are misestimated, likely substantially. In a series of online experiments using a large and diverse but non-representative sample, we compare estimates from the standard... View Details
      Keywords: LGBTQ; Social Trends & Culture; Economic Theory; Prejudice; Prejudice and Bias; Diversity; Economics; Demographics
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      Coffman, Katherine Baldiga, Lucas C. Coffman, and Keith M. Marzilli Ericson. "The Size of the LGBT Population and the Magnitude of Anti-Gay Sentiment Are Substantially Underestimated." Management Science 63, no. 10 (October 2017): 3168–3186.
      • July 2017 (Revised December 2018)
      • Case

      Populism in America: Fake News, Alternative Facts and Elite Betrayal in the Trump Era

      By: Rafael Di Tella and Sarah McAra
      During the 2016 U.S. election, long-time politician Hillary Clinton, a Democrat, and celebrity billionaire Donald Trump, a Republican, faced off in a contentious race for president. In the primaries, candidates from both major political parties used anti-establishment... View Details
      Keywords: Populism; Elites; Income Inequality; Government and Politics; Globalization; Political Elections; News; Media; Labor; Prejudice and Bias; Public Opinion; Social Issues; Wealth and Poverty; Social Media
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      Di Tella, Rafael, and Sarah McAra. "Populism in America: Fake News, Alternative Facts and Elite Betrayal in the Trump Era." Harvard Business School Case 718-005, July 2017. (Revised December 2018.)
      • June 2017
      • Article

      When Novel Rituals Lead to Intergroup Bias: Evidence from Economic Games and Neurophysiology

      By: Nicholas M. Hobson, Francesca Gino, Michael I. Norton and Michael Inzlicht
      Long-established rituals in pre-existing cultural groups have been linked to the cultural evolution of large-scale group cooperation. Here we test the prediction that novel rituals—arbitrary hand and body gestures enacted in a stereotypical and repeated fashion—can... View Details
      Keywords: Ritual; Intergroup Dynamics; Intergroup Bias; Neural Reward Processing; Open Data; Open Materials; Preregistered; Groups and Teams; Behavior; Prejudice and Bias; Cooperation
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      Hobson, Nicholas M., Francesca Gino, Michael I. Norton, and Michael Inzlicht. "When Novel Rituals Lead to Intergroup Bias: Evidence from Economic Games and Neurophysiology." Psychological Science 28, no. 6 (June 2017): 733–750.
      • 2018
      • Working Paper

      How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections

      By: Maria Ibanez and Michael W. Toffel
      Many production processes are subject to inspection to ensure they meet quality, safety, and environmental standards imposed by companies and regulators. Inspection accuracy is critical to inspections being a useful input to assessing risks, allocating quality... View Details
      Keywords: Assessment; Bias; Inspection; Scheduling; Econometric Analysis; Empirical Research; Regulation; Health; Food; Safety; Quality; Performance Consistency; Performance Evaluation; Food and Beverage Industry; Service Industry
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      Ibanez, Maria, and Michael W. Toffel. "How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections." Harvard Business School Working Paper, No. 17-090, April 2017. (Revised October 2018. Formerly titled "Assessing the Quality of Quality Assessment: The Role of Scheduling". Featured in Forbes, Food Safety Magazine, and Food Safety News.)
      • April–May 2017
      • Article

      Career Concerns of Banking Analysts

      By: Joanne Horton, George Serafeim and Shan Wu
      We study how career concerns influence banking analysts' forecasts and how their forecasting behavior benefits both them and bank managers. We show that banking analysts issue early in the year relatively more optimistic and later in the year more pessimistic forecasts... View Details
      Keywords: Sell-side Analysts; Analyst Forecasts; Analysts; Investment Recommendations; Career Advancement; Career Management; Labor Mobility; Labor Market; Prejudice and Bias; Personal Development and Career; Forecasting and Prediction; Investment Banking
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      Horton, Joanne, George Serafeim, and Shan Wu. "Career Concerns of Banking Analysts." Journal of Accounting & Economics 63, nos. 2-3 (April–May 2017): 231–252.
      • Spring 2017
      • Article

      Globalizing Latin American Beauty

      By: Geoffrey Jones
      This article discusses the growth over time of the beauty industry in Latin America and its bias towards celebrating whiter rather than darker skin. Although alleged Latin American fascination with beauty is regularly ascribed to culture, Latin sensuousness, and... View Details
      Keywords: Latin America; Race And Ethnicity; Globalization; Race; Ethnicity; Prejudice and Bias; Beauty and Cosmetics Industry; Latin America
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      Jones, Geoffrey. "Globalizing Latin American Beauty." ReVista: Harvard Review of Latin America 16, no. 3 (Spring 2017): 10–14.
      • Article

      Normative Judgments and Individual Essence

      By: Julian De Freitas, Kevin P. Tobia, George E. Newman and Joshua Knobe
      A growing body of research has examined how people judge the persistence of identity over time—that is, how they decide that a particular individual is the same entity from one time to the next. While a great deal of progress has been made in understanding the types... View Details
      Keywords: Concepts; Essentialism; Normative Factors; Persistence; True Self; Morality; Identity; Moral Sensibility; Perception
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      De Freitas, Julian, Kevin P. Tobia, George E. Newman, and Joshua Knobe. "Normative Judgments and Individual Essence." Cognitive Science 41, no. S3 (2017): 382–402.
      • Article

      Deep Down My Enemy Is Good: Thinking about the True Self Reduces Intergroup Bias

      By: Julian De Freitas and Mina Cikara
      Intergroup bias—preference for one's in-group relative to out-groups—is one of the most robust phenomena in all of psychology. Here we investigate whether a positive bias that operates at the individual-level, belief in a good true self, may be leveraged to reduce... View Details
      Keywords: Intergroup Bias; True Self; Essentialism; Lay Theories
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      De Freitas, Julian, and Mina Cikara. "Deep Down My Enemy Is Good: Thinking about the True Self Reduces Intergroup Bias." Journal of Experimental Social Psychology 74 (January 2018): 307–316.
      • 2016
      • Working Paper

      Meet the Oligarchs: Business Legitimacy, State Capacity and Taxation

      By: Rafael Di Tella, Juan Dubra and Alejandro Lagomarsino
      We analyze the role of people’s beliefs about the rich in the determination of public policy in the context of a randomized online survey experiment. A question we study is the desirability of government-private sector meetings, a variable we argue is connected to... View Details
      Keywords: Business Legitimacy; State Capacity; Meetings; Taxes; Top 1%; Regulation; Prejudice and Bias; Values and Beliefs; Taxation; Business and Government Relations
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      Di Tella, Rafael, Juan Dubra, and Alejandro Lagomarsino. "Meet the Oligarchs: Business Legitimacy, State Capacity and Taxation." Harvard Business School Working Paper, No. 17-046, December 2016.
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