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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

Article

Dying Is Unexpectedly Positive

By: Amelia Goranson, Ryan S. Ritter, Adam Waytz, Michael I. Norton and Kurt Gray

In people’s imagination, dying seems dreadful; however, these perceptions may not reflect reality. In two studies, we compared the affective experience of people facing imminent death with that of people imagining imminent death. Study 1 revealed that blog posts of... View Details

Keywords: Death; Language; LIWC; Positivity; Affective Forecasting; Open Materials; Perspective; Attitudes

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

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

14 May 2013
First Look

First Look: May 14

Promoting Political Mobilization By: Short, Jodi L., and Michael W. Toffel Abstract—Codes of conduct indicate that working conditions are improving overall at the factories being monitored View Details

Keywords: Sean Silverthorne

June 2012
Article

Racial Colorblindness: Emergence, Practice, and Implications

By: Evan P. Apfelbaum, Michael I. Norton and Samuel R. Sommers

We examine the pervasive endorsement of racial colorblindness-the belief that racial group membership should not be taken into account or even noticed-as a strategy for managing diversity and intergroup relations. Despite research demonstrating that race is perceived... View Details

Keywords: Management; Strategy; Law; Practice; Race; Research; Social Issues; Diversity

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

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

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

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

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

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

05 Apr 2011
First Look

First Look: April 5

case:http://cb.hbsp.harvard.edu/cb/product/709469-PDF-ENG Gilt Groupe Michael J. Roberts, William A. Sahlman, and Tamara ObradovHarvard Business School Case 811-049 The case explores decisions faced by Gilt... View Details

Keywords: Sean Silverthorne

2017
Working Paper

Nowcasting the Local Economy: Using Yelp Data to Measure Economic Activity

By: Edward L. Glaeser, Hyunjin Kim and Michael Luca

Can new data sources from online platforms help to measure local economic activity? Government datasets from agencies such as the U.S. Census Bureau provide the standard measures of economic activity at the local level. However, these statistics typically appear only... View Details

Keywords: Economy; Analytics and Data Science; Local Range; Social and Collaborative Networks

SSRN

March 2003 (Revised November 2005)
Case

Bertelsmann AG

By: Bharat N. Anand, Michael G. Rukstad and Christoph Kostring

On July 28, 2002, Bertelsmann announced the firing of its CEO, Thomas Middelhoff, in a move that surprised industry observers, analysts, and many employees. Bertelsmann, a privately held company headquartered in Germany, was one of the largest global media... View Details

Keywords: Business Conglomerates; Corporate Strategy; Entertainment; Media; Change Management; Integration; Resignation and Termination; Private Ownership; Initial Public Offering; Business Units; Media and Broadcasting Industry; Publishing Industry; Music Industry; Germany

Educators

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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

01 Dec 2022
News

Educating, Connecting, and Mobilizing Around Climate Change

Management, BEI Faculty Chair Michael Toffel studies how companies are managing environmental and working conditions in their operations and supply chains, including how companies are engaging in... View Details

Keywords: Jennifer Gillespie

2010
Working Paper

A New Model of Leadership (PDF File of Keynote Slides)

By: Michael C. Jensen and Allan L. Scherr

In this paper we provide a new definition of leadership that gives organizations and individuals access to new power, performance and accomplishment. In our model leadership consists of four critical elements The creation of a vision for the future that represents a... View Details

Keywords: Forecasting and Prediction; Knowledge Dissemination; Leadership; Goals and Objectives; System