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  • 18 Nov 2014
  • First Look

First Look: November 18

television advertising influences online shopping. We construct a massive dataset spanning $3.4 billion in spending by 20 brands, including measures of brands' website traffic and transactions as well as ad content measures for 1,224... View Details
Keywords: Sean Silverthorne
  • September 2008 (Revised August 2009)
  • Case

VMware, Inc., 2008

By: David B. Yoffie, Andrei Hagiu and Michael Slind
Paul Maritz took the helm of VMware in July 2008, just as the company confronted a radically new competitive environment. Since its founding in 1998, VMware had been the leading provider of virtualization software. Now it faced the kind of threat that every software... View Details
Keywords: History; Digital Platforms; Competition; Decision Choices and Conditions; Applications and Software; Business Strategy
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Yoffie, David B., Andrei Hagiu, and Michael Slind. "VMware, Inc., 2008." Harvard Business School Case 709-435, September 2008. (Revised August 2009.)
  • 08 Sep 2010
  • First Look

First Look: September 8, 2010

adult decision maker. Finally, we list a set of open questions that could be profitably addressed by future research. Social Preferences and Strategic Uncertainty: An Experiment on Markets and Contracts Authors:Marco Piovesan, Antonio... View Details
Keywords: Sean Silverthorne
  • January 2021
  • Article

Machine Learning for Pattern Discovery in Management Research

By: Prithwiraj Choudhury, Ryan Allen and Michael G. Endres
Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive research, or for post-hoc analysis of regression results to detect... View Details
Keywords: Machine Learning; Supervised Machine Learning; Induction; Abduction; Exploratory Data Analysis; Pattern Discovery; Decision Trees; Random Forests; Neural Networks; ROC Curve; Confusion Matrix; Partial Dependence Plots; AI and Machine Learning
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Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres. "Machine Learning for Pattern Discovery in Management Research." Strategic Management Journal 42, no. 1 (January 2021): 30–57.
  • Article

Getting the Most Out of Giving: Concretely Framing a Prosocial Goal Maximizes Happiness

By: Melanie Rudd, Jennifer Aaker and Michael I. Norton
Across six field and laboratory experiments, participants assigned a more concretely-framed prosocial goal (e.g., making someone smile or increasing recycling) felt happier and reported creating greater personal happiness after performing a goal-directed act of... View Details
Keywords: Prosocial Behavior; Goal Framing; Affective Forecasting; Goals and Objectives; Happiness; Philanthropy and Charitable Giving
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Rudd, Melanie, Jennifer Aaker, and Michael I. Norton. "Getting the Most Out of Giving: Concretely Framing a Prosocial Goal Maximizes Happiness." Journal of Experimental Social Psychology 54 (September 2014): 11–24.
  • Article

The Allure of Unknown Outcomes: Exploring the Role of Uncertainty in the Preference for Potential

By: Daniella Kupor, Zakary L. Tormala and Michael I. Norton
Influence practitioners often highlight a target's achievements (e.g., "she is the city's top-rated chef"), but recent research reveals that highlighting a target's potential (e.g., "she could become the city's top-rated chef") can be more effective. We examine whether... View Details
Keywords: Risk and Uncertainty; Forecasting and Prediction; Performance Evaluation
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Kupor, Daniella, Zakary L. Tormala, and Michael I. Norton. "The Allure of Unknown Outcomes: Exploring the Role of Uncertainty in the Preference for Potential." Journal of Experimental Social Psychology 55 (November 2014): 210–216.
  • October 2012 (Revised September 2014)
  • Case

Doing Business in Vietnam

By: Alan MacCormack, Michael Shih-ta Chen and Dawn H. Lau
This case gives an overview of the current business environment in Vietnam as of 2012. The first part of the case introduces the main economic, political and cultural aspects of the country of which anyone who has business interest in the country ought to be aware.... View Details
Keywords: Emerging Market Finance; Emergent Countries; Business History; Economic History; Emerging Markets; Business Ventures; Strategy; Viet Nam
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MacCormack, Alan, Michael Shih-ta Chen, and Dawn H. Lau. "Doing Business in Vietnam." Harvard Business School Case 713-434, October 2012. (Revised September 2014.)
  • 2021
  • Working Paper

COVID-19, Government Performance, and Democracy: Survey Experimental Evidence from 12 Countries

By: Michael Becher, Nicholas Longuet Marx, Vincent Pons, Sylvain Brouard, Martial Foucault, Vincenzo Galasso, Eric Kerrouche, Sandra León Alfonso and Daniel Stegmueller
Beyond its immediate impact on public health and the economy, the COVID-19 pandemic has put democracy under stress. While a common view is that people should blame the government rather than the political system for bad crisis management, an opposing view is that... View Details
Keywords: COVID-19 Pandemic; Government Performance; Democracy; Health Pandemics; Government and Politics; Crisis Management; Public Opinion
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Becher, Michael, Nicholas Longuet Marx, Vincent Pons, Sylvain Brouard, Martial Foucault, Vincenzo Galasso, Eric Kerrouche, Sandra León Alfonso, and Daniel Stegmueller. "COVID-19, Government Performance, and Democracy: Survey Experimental Evidence from 12 Countries." NBER Working Paper Series, No. 29514, November 2021. (Revise and resubmit requested, The Journal of Politics.)
  • 2020
  • Working Paper

Consumers Punish Firms That Cut Employee Pay in Response to COVID-19

By: Bhavya Mohan, Serena Hagerty and Michael Norton
Two experiments, including one incentive compatible study, examine the impact of cutting pay for executives versus employees in response to COVID-19 on consumer behavior. Study 1 explores the effect of announcing cuts or no cuts to CEO and employee pay, and shows that... View Details
Keywords: Employee Furloughs; CEO Pay Cuts; Pay Ratios; Purchase Intention; Health Pandemics; Employees; Wages; Executive Compensation; Consumer Behavior
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Mohan, Bhavya, Serena Hagerty, and Michael Norton. "Consumers Punish Firms That Cut Employee Pay in Response to COVID-19." Harvard Business School Working Paper, No. 21-020, August 2020.
  • Other Article

What Do We Know About Variance in Accounting Profitability?

By: Anita M. McGahan and Michael E. Porter
In this paper, we analyze the variance of accounting profitability among a broad cross-section of firms in the American economy from 1981 to 1994. The purpose of the analysis is to identify the importance of year, industry, corporate-parent, and business-specific... View Details
Keywords: Strategy; United States
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McGahan, Anita M., and Michael E. Porter. "What Do We Know About Variance in Accounting Profitability?" Management Science 48, no. 7 (July 2002): 834–851.
  • March 2009
  • Article

Customer Experience Creation: Determinants, Dynamics and Management Strategies

By: Leonard A. Schlesinger, Peter C. Verhoef, Katherine N. Lemon, A. Parasuraman, Anne Roggeveen and Michael Tsiros
Retailers, such as Starbucks and Victoria's Secret, aim to provide customers a great experience across channels. In this paper we provide an overview of the existing literature on customer experience and expand on it to examine the creation of a customer experience... View Details
Keywords: Customer Focus and Relationships; Business Strategy; Growth and Development Strategy; Retail Industry
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Schlesinger, Leonard A., Peter C. Verhoef, Katherine N. Lemon, A. Parasuraman, Anne Roggeveen, and Michael Tsiros. "Customer Experience Creation: Determinants, Dynamics and Management Strategies." Journal of Retailing 85, no. 1 (March 2009).
  • October 2022
  • Exercise

Shanty Real Estate: Confidential Information for iBuyer 1

By: Michael Luca, Jesse M. Shapiro and Nathan Sun
Shanty is a simulation in which students inhabit the role of either a traditional home buyer or an iBuyer, both bidding on the same condo. The traditional home buyer has access to a “comp sheet” of similar properties that have recently sold, and has done a walkthrough.... View Details
Keywords: Algorithm; Decision Choices and Conditions; Decision Making; Measurement and Metrics; Market Timing
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Luca, Michael, Jesse M. Shapiro, and Nathan Sun. "Shanty Real Estate: Confidential Information for iBuyer 1." Harvard Business School Exercise 923-019, October 2022.
  • October 2022
  • Exercise

Shanty Real Estate: Confidential Information for Homebuyer 3

By: Michael Luca, Jesse M. Shapiro and Nathan Sun
Shanty is a simulation in which students inhabit the role of either a traditional home buyer or an iBuyer, both bidding on the same condo. The traditional home buyer has access to a “comp sheet” of similar properties that have recently sold, and has done a walkthrough.... View Details
Keywords: Decision Choices and Conditions; Decision Making; Measurement and Metrics; Market Timing
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Luca, Michael, Jesse M. Shapiro, and Nathan Sun. "Shanty Real Estate: Confidential Information for Homebuyer 3." Harvard Business School Exercise 923-018, October 2022.
  • October 2012
  • Article

Giving Time Gives You Time

By: Cassie Mogilner, Zoe Chance and Michael I. Norton
Four experiments reveal a counterintuitive solution to the common problem of feeling that one does not have enough time: giving some of it away. Although people's objective amount of time cannot be increased (there are only 24 hours in a day), this research... View Details
Keywords: Time Perception; Well-being; Volunteering; Prosocial Behavior; Helping; Time Management; Welfare
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Mogilner, Cassie, Zoe Chance, and Michael I. Norton. "Giving Time Gives You Time." Psychological Science 23, no. 10 (October 2012): 1233–1238.
  • 2022
  • Working Paper

Getting on the Map: The Impact of Online Listings on Business Performance

By: Michael Luca, Abhishek Nagaraj and Gauri Subramani
We evaluate the extent to which small businesses maintain an online presence, looking at restaurant listings on a major online review platform. While the majority of restaurants have an online presence, we find that roughly 18 percent in our sample have no presence as... View Details
Keywords: Small Business; Internet and the Web; Revenue; Digital Marketing; Food and Beverage Industry
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Luca, Michael, Abhishek Nagaraj, and Gauri Subramani. "Getting on the Map: The Impact of Online Listings on Business Performance." Harvard Business School Working Paper, No. 23-031, December 2022.
  • 06 Nov 2012
  • First Look

First Look: November 6

understood and managed. The key to success? Incentives. Fortunately, new research has shed light on the role incentives can play in promoting new ideas, but these findings have been absent from innovation literature-until now. By using... View Details
Keywords: Sean Silverthorne
  • 18 Nov 2016
  • Conference Presentation

Rawlsian Fairness for Machine Learning

By: Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Leon Roth
Motivated by concerns that automated decision-making procedures can unintentionally lead to discriminatory behavior, we study a technical definition of fairness modeled after John Rawls' notion of "fair equality of opportunity". In the context of a simple model of... View Details
Keywords: Machine Learning; Algorithms; Fairness; Decision Making; Mathematical Methods
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Joseph, Matthew, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Leon Roth. "Rawlsian Fairness for Machine Learning." Paper presented at the 3rd Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), November 18, 2016.
  • November 9, 2019
  • Article

Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial

By: Leslie K. John, George Loewenstein, Andrew Marder and Michael Callaham
Objective: To assess the impact of disclosing authors’ conflict of interest declarations to peer reviewers at a medical journal.
Design: Randomised controlled trial.

Setting: The study was conducted within the manuscript review process at the... View Details
Keywords: Conflicts Of Interest; Peer Review; Randomized Controlled Trial; Scientific Publication; Conflict of Interests; Journals and Magazines; Science
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John, Leslie K., George Loewenstein, Andrew Marder, and Michael Callaham. "Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial." BMJ: British Medical Journal 367, no. 8221 (November 9, 2019).
  • September 2015
  • Article

Codes in Context: How States, Markets, and Civil Society Shape Adherence to Global Labor Standards

By: Michael W. Toffel, Jodi L. Short and Melissa Ouellet
Transnational business regulation is increasingly implemented through private voluntary programs—like certification regimes and codes of conduct—that diffuse global standards. But little is known about the conditions under which companies adhere to these standards. We... View Details
Keywords: Transnational Regulation; Labor Standards; Consumer Politics; Codes Of Conduct; Compliance; Governance Compliance; Operations; Globalization; Labor
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Toffel, Michael W., Jodi L. Short, and Melissa Ouellet. "Codes in Context: How States, Markets, and Civil Society Shape Adherence to Global Labor Standards." Regulation & Governance 9, no. 3 (September 2015): 205–223.
  • 12 Feb 2013
  • First Look

First Look: Feb. 12

http://or.journal.informs.org.ezp-prod1.hul.harvard.edu/content/60/5/1199.full.pdf+html Convergence of Position Auctions under Myopic Best-Response Dynamics Authors:Cary, Matthew, Aparna Das, Benjamin Edelman, Ioannis Giotis, Kurtis Heimerl, Anna Karlin, Scott... View Details
Keywords: Sean Silverthorne
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