Research
My research focuses on influence and information seeking, and aims to help us better understand the intersection of user choice, algorithmic curation, and choice architecture in online platforms. This has been published in top journals, including Nature, Science Advances, PNAS, and in top computer science conference proceedings, such as the Proceedings of the ACM: Human-Computer Interaction (CSCW), the Proceedings of the Web Conference (WWW), and the Proceedings of the International AAAI Conference on Weblogs and Social Media (ICWSM).
A list of my research outputs is available in my:
- Curriculum Vitae
- Google Scholar
- Open Researcher and Contributor ID (ORCID)
- DBLP Computer Science Bibliography
Impact
According to Sage Policy Profiles, a website that tracks policy citations, my work has been cited in over 100 policy documents from over 20 countries.
Details on these policy citations are available on my profile page.
According to Altmetric, a website that tracks mentions of research outputs, my work has been mentioned in over 300 news stories, across five social media sites, and in several patents and Wikipedia pages.
An overview of these mentions, with details by paper, is available in this Altmetric report.
Sage profiles are free to create, but generating your own Altmetric report requires paid access via your current institution.
Gallery
Preprint
Data voids and warning banners on Google Search
Ronald E. Robertson, Evan M. Williams, Kathleen M. Carley, David Thiel
arXiv2025
Conference
Google Search Advertising After Dobbs V. Jackson
Yelena Mejova, Ronald E. Robertson, Catherine A. Gimbrone, Sarah McKetta
10th International Digital Public Health Conference (DPH)2025
Article
Searching for Elected Officials: Google's Prioritization of Political Information
Allison Wan, Zhen Guo, Ronald Robertson, David Lazer, Burak Ozturan
Journal of Quantitative Description: Digital Media2025
Article
The Goldilocks Zone: Finding the right balance of user and institutional risk for suicide-related generative AI queries
Anna R. Van Meter, Michael G. Wheaton, Victoria E. Cosgrove, Katerina Andreadis, Ronald E. Robertson, Gaurav Laroia
PLOS Digital Health2025
Conference
Market or Markets? Investigating Google Search's Market Shares under Vertical Segmentation
Desheng Hu, Jeffrey Gleason, Muhammad Abu Bakar Aziz, Alice Koeninger, Nikolas Guggenberger, Ronald E. Robertson, Christo Wilson
Proceedings of the International AAAI Conference on Web and Social Media2024
Conference
Perceptions in Pixels: Analyzing Perceived Gender and Skin Tone in Real-world Image Search Results
Jeffrey Gleason, Avijit Ghosh, Ronald E. Robertson, Christo Wilson
Proceedings of the ACM on Web Conference 20242024
Conference
Search Engine Revenue from Navigational and Brand Advertising
Jeffrey Gleason, Alice Koeninger, Desheng Hu, Jessica Teurn, Yakov Bart, Samsun Knight, Ronald E. Robertson, Christo Wilson
Proceedings of the International AAAI Conference on Web and Social Media2024
Conference
U. S. Users' Exposure to YouTube Videos On- and Off-platform
Desheng Hu, Ronald Robertson, Aniko Hannak, Christo Wilson
Proceedings of the 16th ACM Web Science Conference2024
Conference
Hey Beautiful": Race and gender on Tinder
Hanyu Chwe, Apryl Williams, Ronald Robertson
Proceedings of the 56th Hawaii International Conference on System Sciences2023
Article
Challenges in understanding human-algorithm entanglement during online information consumption
Stephan Lewandowsky, Ronald E. Robertson, Renee DiResta
Perspectives on Psychological Science2023
Conference
Google the gatekeeper: How search components affect clicks and attention
Jeffrey Gleason, Desheng Hu, Ronald E. Robertson, Christo Wilson
Proceedings of the International AAAI Conference on Web and Social Media2023
Article
Identifying Search Directives on Social Media
Ronald E. Robertson, Amy Dunphy, Shelby Grossman, Renée DiResta, David Thiel
Journal of Online Trust and Safety2023
Article
Subscriptions and external links help drive resentful users to alternative and extremist YouTube channels
Annie Y. Chen, Brendan Nyhan, Jason Reifler, Ronald E. Robertson, Christo Wilson
Science Advances2023
Article
Users choose to engage with more partisan news than they are exposed to on Google Search
Ronald E. Robertson, Jon Green, Damian J. Ruck, Katherine Ognyanova, Christo Wilson, David Lazer
Nature2023
Article
Googling for Abortion: Search Engine Mediation of Abortion Accessibility in the United States
Yelena Mejova, Tatiana Gracyk, Ronald E. Robertson
Journal of Quantitative Description: Digital Media2022
Preprint
Subscriptions and external links help drive resentful users to alternative and extremist YouTube videos
Annie Y. Chen, Brendan Nyhan, Jason Reifler, Ronald E. Robertson, Christo Wilson
arXiv2022
Article
Uncommon yet consequential online harms
Ronald E. Robertson
Journal of Online Trust and Safety2022
Thesis
An Interdisciplinary Examination of Partisanship in Web Search
Ronald E. Robertson
2021
Article
Auditing Algorithms: Understanding Algorithmic Systems from the Outside In
Danaë Metaxa, Joon Sung Park, Ronald E. Robertson, Karrie Karahalios, Christo Wilson, Jeff Hancock, Christian Sandvig
Foundations and Trends® in Human-Computer Interaction2021
Preprint
Engagement Outweighs Exposure to Partisan and Unreliable News within Google Search
Ronald E. Robertson, Jon Green, Damian Ruck, Katya Ognyanova, Christo Wilson, David Lazer
arXiv2021
Report
Exposure to Alternative & Extremist Content on YouTube
Annie Y. Chen, Brendan Nyhan, Jason Reifler, Ronald E. Robertson, Christo Wilson
The Belfer Fellowship Series2021
Report
Maduro's Menagerie: Twitter Client Usage in a Venezuelan Twitter Operation
Elena Cryst, Noah Schechter, Ronald E. Robertson, David Thiel
2021
Conference
“I Can't Reply with That”: Characterizing Problematic Email Reply Suggestions
Ronald E Robertson, Alexandra Olteanu, Fernando Diaz, Milad Shokouhi, Peter Bailey
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems2021
Article
Misinformation in action: Fake news exposure is linked to lower trust in media, higher trust in government when your side is in power
Katherine Ognyanova, David Lazer, Ronald E. Robertson, Christo Wilson
Harvard Kennedy School Misinformation Review2020
Article
Tackling misinformation: What researchers could do with social media data
Irene Pasquetto, Briony Swire-Thompson, Michelle A. Amazeen, Fabrício Benevenuto, Nadia M. Brashier, Robert M. Bond, Lia C. Bozarth, Ceren Budak, Ullrich K. H. Ecker, Lisa K. Fazio, Emilio Ferrara, Andrew J. Flanagin, Alessandro Flammini, Deen Freelon, Nir Grinberg, Ralph Hertwig, Kathleen Hall Jamieson, Kenneth Joseph, Jason J. Jones, R. Kelly Garrett, Daniel Kreiss, Shannon McGregor, Jasmine McNealy, Drew Margolin, Alice Marwick, FiIippo Menczer, Miriam J. Metzger, Seungahn Nah, Stephan Lewandowsky, Philipp Lorenz-Spreen, Pablo Ortellado, Gordon Pennycook, Ethan Porter, David G. Rand, Ronald Robertson, Francesca Tripodi, Soroush Vosoughi, Chris Vargo, Onur Varol, Brian E. Weeks, John Wihbey, Thomas J. Wood, Kai-Cheng Yang
Harvard Kennedy School Misinformation Review2020
Report
Technology and Democracy: Understanding the influence of online technologies on political behaviour and decision-making
Stephan Lewandowsky, Laura Smillie, David Garcia, Ralph Hertwig, Jim Weatherall, Stefanie Egidy, Ronald E. Robertson, Cailin O'Connor, Anastasia Kozyreva, Philipp Lorenz-Spreen, Yannic Blaschke, Mark Leiser
2020
Conference
WebSearcher: Tools for Auditing Web Search
Ronald E Robertson, Christo Wilson
Proceedings of Computation + Journalism Symposium (C+J '20)2020
Conference
Auditing autocomplete: Suggestion networks and recursive algorithm interrogation
Ronald E. Robertson, Shan Jiang, David Lazer, Christo Wilson
Proceedings of the 10th ACM Conference on Web Science - WebSci '192019
Conference
Auditing the partisanship of Google Search snippets
Desheng Hu, Shan Jiang, Ronald E. Robertson, Christo Wilson
The World Wide Web Conference2019
Conference
Bias misperceived: The role of partisanship and misinformation in YouTube comment moderation
Shan Jiang, Ronald E Robertson, Christo Wilson
Proceedings of the International AAAI Conference on Web and Social Media2019
Conference
Quantifying the impact of user attention on fair group representation in ranked lists
Piotr Sapiezynski, Wesley Zeng, Ronald E Robertson, Alan Mislove, Christo Wilson
Companion Proceedings of The 2019 World Wide Web Conference on - WWW '192019
Conference
Auditing partisan audience bias within Google Search
Ronald E. Robertson, Shan Jiang, Kenneth Joseph, Lisa Friedland, David Lazer, Christo Wilson
Proceedings of the ACM on Human-Computer Interaction2018
Conference
Auditing the personalization and composition of politically-related search engine results pages
Ronald E. Robertson, David Lazer, Christo Wilson
Proceedings of the 2018 World Wide Web Conference2018
Article
Estimates of non-heterosexual prevalence: The roles of anonymity and privacy in survey methodology
Ronald E. Robertson, Felix W. Tran, Lauren N. Lewark, Robert Epstein
Archives of Sexual Behavior2018
Article
A DSM-5-Based Online Mental Health Referral Inventory: A Large-Scale Validation Study
Robert Epstein, Megan Ho, Seojin Hyun, Christopher Le, Ronald E. Robertson, Dayna Stout
Journal of Technology in Human Services2017
Conference
Suppressing the search engine manipulation effect (SEME)
Robert Epstein, Ronald E. Robertson, David Lazer, Christo Wilson
Proceedings of the ACM on Human-Computer Interaction2017
Article
The frequency profile: An informative method for graphing the behavior of individuals post hoc or in real time.
Robert Epstein, Jonathan Mejia, Ronald E. Robertson
Behavior Analysis: Research and Practice2017
Article
Which relationship skills count most? A large-scale replication
Robert Epstein, Ronald E. Robertson, Rachel Smith, Tyler Vasconcellos, Megan Lao
Journal of Couple & Relationship Therapy2016
Article
The search engine manipulation effect (SEME) and its possible impact on the outcomes of elections
Robert Epstein, Ronald E. Robertson
Proceedings of the National Academy of Sciences2015
Article
How to measure sexual orientation range and why it's worth measuring
Robert Epstein, Ronald E. Robertson
Journal of Bisexuality2014