Tag Archives | quantification

Clickbait Crime News? Metrics and Professional Authority in Local Newsrooms

Jonathan Ben-Menachem

Sociological Science June 22, 2026
10.15195/v13.a27


Existing research on newsroom metrics documents how journalists construct compatibility between discordant professional and commercial evaluation frameworks. This study examines the underexplored case where metrics validate existing practices. Drawing on interviews with 58 crime journalists in 40 U.S. newsrooms, I find that reporters whose work consistently performed well on audience metrics often defended professional evaluation criteria. Editors facilitated this defense through brokerage, absorbing commercial logics so reporters could experience their work as professionally guided. Market position structured interpretive responses: reporters could avoid metrics, override them, selectively appropriate them, or integrate them into practice. The transition from pageview to subscription regimes reshaped whether concordance was experienced as contaminating or legitimating. Even under concordance, journalists defended professional evaluation criteria.

Creative Commons LicenseThis work is licensed under a Creative Commons Attribution 4.0 International License.


Jonathan Ben-Menachem: Department of Sociology, Columbia University.
E-mail: jb4487@columbia.edu.

Acknowledgments: I gratefully acknowledge feedback from my colleagues in Columbia Sociology’s Qual Lab, my graduate school cohort, and several anonymous reviewers and journal editors. In particular, I thank Ari Galper, Emily Mazo, Tey Meadow, Michael Schudson, Mario Small, and Bruce Western for their generous engagement with this project at various stages. Finally, I thank the journalists who shared their time and experiences with me.



  • Citation: Ben-Menachem, Jonathan. 2026. “Clickbait Crime News? Metrics and Professional Authority in Local Newsrooms” Sociological Science 13: 685-711.
  • Received: March 11, 2026
  • Accepted: May 5, 2026
  • Editors: Ari Adut, Kieran Healy
  • DOI: 10.15195/v13.a27


0
SiteLock