Anna Kostygina
Pronouns: She/Her
Anna is a principal research scientist at NORC and a member of the Social Data Collaboratory, an interdisciplinary social data research team at NORC. Her work centers on advancing communication science and technology for tobacco control and health promotion. Specifically, she has conducted research on topics related to tobacco product marketing and counter-marketing on traditional and digital media. In this research, she employs a number of methodological approaches including machine learning, experiments, surveys, and qualitative methods to generate insights about the process by which marketing messages and other information about tobacco, marijuana, alcohol, and illicit drugs are shared and processed across a variety of mediated and interpersonal channels, as well as how these messages influence and reflect behavior.
Anna’s research has been funded by the National Cancer Institute (NCI) and the National Institute on Drug Abuse (NIDA) of the National Institute of Health, the U.S. Food and Drug Administration’s (FDA) Center for Tobacco Products, and Truth Initiative. Most recently, she has led projects that characterized the content and sources of Twitter, Facebook, and Instagram posts related to smokeless tobacco, cigar, little cigar, cigarillo, flavored tobacco and nicotine product promotion. In addition, these studies analyzed the intended and unintended effects of exposure to tobacco-related social media messages. She has also worked with Truth Initiative to explore social promotion of JUUL electronic cigarettes and heated tobacco products and to evaluate public response to the flavored tobacco and nicotine product sales restrictions using social data analysis.
These interests build on her prior postdoctoral research training at the University of California, San Francisco Center for Tobacco Control Research and Education, where she worked on the National Cancer Institute-funded project exploring smokeless and combustible alternative tobacco product marketing and counter-marketing. Her agenda is also informed by her prior community-based work at the University of Kentucky Tobacco Policy Research Program, where she collaborated on a NHLBI-funded intervention project aimed to evaluate messages promoting smoke-free policies in rural Kentucky communities.
Quick Links
Education
PhD
University of Southern California
MA
University of Southern California
BA
Kharkiv National University
Project Contributions
Publications
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"Using Exogenous Social Media Exposure Measures to Assess the Effects of Smokeless Tobacco–Related Social Media Content on Smokeless Tobacco Sales in the United States"
Journal Article | February 15, 2024
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opens in new tabDeciphering Influence on Social Media: A Comparative Analysis of Influential Account Detection Metrics in the Context of Tobacco Promotion.
Journal Article | January 27, 2024
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Youth and Young Adult Blunt Use Predicts Progression to Other Nicotine Product Use in the United States
Journal Article | December 31, 2023
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Using Named-Entity Recognition to Derive Health Policy Insights from Social Media Data.
Presentation | January 1, 2023
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"Disclosure Standards for Social Media and Generative Artificial Intelligence Research: Toward Transparency and Replicability."
Journal Article | January 1, 2023
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New recreational nicotine lozenges, tablets, gummies and gum proliferate on the US market
Journal Article | November 20, 2022
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opens in new tabHeating Up: How Early Twitter Marketing Gave Rise to Organic Word-of-Mouth About Heated Tobacco Products.
Journal Article | November 5, 2022
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Advancing Tobacco Control Policy and Social Media Marketing Surveillance with Machine Learning and Natural Language Processing.
Presentation | November 1, 2022