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Michael Liu

Harvard University

1875 Cambridge Street

Cambridge, MA 02138

United States

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Smartphones, Online Music Streaming, and Traffic Fatalities

NBER Working Paper No. w34866
Number of pages: 28 Posted: 24 Feb 2026
Vishal Patel, Christopher Worsham, Michael Liu and Anupam Jena
Harvard University, Harvard University - Harvard Medical School, Harvard University and Harvard University
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