Joseph L. Rotman School of Management
University of Toronto
105 St. George Street
Toronto, Ontario M5S 3E6 Canada
NBER Working Papers and Publications
|May 2018||Comment on "The Impact of Machine Learning on Economics"|
in The Economics of Artificial Intelligence: An Agenda, Ajay K. Agrawal, Joshua Gans, and Avi Goldfarb, editors
|January 2017||Exit, Tweets and Loyalty|
with Joshua S. Gans, Avi Goldfarb: w23046
Hirschman’s Exit, Voice, and Loyalty highlights the role of “voice” in disciplining firms for low quality. We develop a formal model of voice as a relational contact between firms and consumers and show that voice is more likely to emerge in concentrated markets. We test this model using data on tweets to major U.S. airlines. We find that tweet volume increases when quality – measured by on-time performance – deteriorates, especially when the airline operates a large share of the flights in a market. We also find that airlines are more likely to respond to tweets from consumers in such markets.
|July 2009||Product Recalls, Imperfect Information, and Spillover Effects: Lessons from the Consumer Response to the 2007 Toy Recalls|
with Seth M. Freedman, Melissa Schettini Kearney: w15183
In 2007, the Consumer Product Safety Commission (CPSC) issued 276 recalls of toys and other children's products, a sizeable increase from previous years. The overwhelming majority of the 2007 toy recalls were due to high levels of lead content and almost all of these toys were manufactured in China. This period of recalls was characterized by substantial media attention to the issue of consumer product safety and eventually led to the passage of the Consumer Product Safety Improvement Act of 2008. This paper examines consumer demand for toys following this wave of dangerous toy recalls. The data reveal four key findings. First, the types of toys that were involved in recalls in 2007 experienced above average losses in Christmas season sales. Second, Christmas sales of infant/preschool toys...
Published: Seth Freedman & Melissa Kearney & Mara Lederman, 2012. "Product Recalls, Imperfect Information, and Spillover Effects: Lessons from the Consumer Response to the 2007 Toy Recalls," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 499-516, May. citation courtesy of