This report is made possible by The Pew Charitable Trusts. It is a collaborative effort based on the input and analysis of the following individuals.

Primary researchers

Stefan Wojcik, Computational Social Scientist Adam Hughes, Computational Social Scientist         

Research team

Emma Remy, Data Science Assistant Lee Rainie, Director, Internet and Technology Research Aaron Smith, Associate Director, Research Brian Broderick, Data Science Engineer Patrick van Kessel, Senior Data Scientist Andrew Mercer, Senior Research Methodologist Onyi Lam, Computational Social Scientist Nick Hatley, Research Analyst

Editorial and graphic design

Travis Mitchell, Copy Editor Alissa Scheller, Information Graphics Designer

Communications and web publishing

Rachel Weisel, Communications Manager Shawnee Cohn, Communications Manager Hannah Klein, Communications Associate Calvin Jordan, Communications Associate Travis Mitchell, Digital Producer

In addition, the report benefited from feedback provided by the following Pew Research Center researchers: Claudia Deane, Courtney Kennedy, Carroll Doherty, Jocelyn Kiley, Alec Tyson, Brad Jones, Besheer Mohammed, Andrew Perrin, Skye Toor, Dennis Quinn and Peter Bell.