Academic Research

CSMaP faculty, postdoctoral fellows, and students publish rigorous, peer-reviewed research in top academic journals and post working papers sharing ongoing work.

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  • Working Paper

    The Effect of Deactivating Facebook and Instagram on Users’ Emotional State

    • Hunt Allcott, 
    • Matthew Gentzkow, 
    • Benjamin Wittenbrink, 
    • Juan Carlos Cisneros, 
    • Adriana Crespo-Tenorio, 
    • Drew Dimmery, 
    • Deen Freelon, 
    • Sandra González-Bailón
    • Andrew M. Guess
    • Young Mie Kim, 
    • David Lazer, 
    • Neil Malhotra, 
    • Devra Moehler, 
    • Sameer Nair-Desai, 
    • Brendan Nyhan, 
    • Jennifer Pan, 
    • Jaime Settle, 
    • Emily Thorson, 
    • Rebekah Tromble, 
    • Carlos Velasco Rivera, 
    • Arjun Wilkins, 
    • Magdalena Wojcieszak
    • Annie Franco, 
    • Chad Kiewiet de Jonge, 
    • Winter Mason, 
    • Natalie Jomini Stroud, 
    • Joshua A. Tucker

    Working Paper, April 2025

    View Article View abstract

    We estimate the effect of social media deactivation on users’ emotional state in two large randomized experiments before the 2020 U.S. election. People who deactivated Facebook for the six weeks before the election reported a 0.060 standard deviation improvement in an index of happiness, depression, and anxiety, relative to controls who deactivated for just the first of those six weeks. People who deactivated Instagram for those six weeks reported a 0.041 standard deviation improvement relative to controls. Exploratory analysis suggests the Facebook effect is driven by people over 35, while the Instagram effect is driven by women under 25.

  • Working Paper

    The Effects of Political Advertising on Facebook and Instagram Before the 2020 US Election

    • Hunt Allcott, 
    • Matthew Gentzkow, 
    • Ro’ee Levy, 
    • Adriana Crespo-Tenorio, 
    • Natasha Dumas, 
    • Winter Mason, 
    • Devra Moehler, 
    • Pablo Barberá
    • Taylor Brown, 
    • Juan Carlos Cisneros, 
    • Drew Dimmery, 
    • Deen Freelon, 
    • Sandra González-Bailón
    • Andrew M. Guess
    • Young Mie Kim, 
    • David Lazer, 
    • Neil Malhotra, 
    • Sameer Nair-Desai, 
    • Brendan Nyhan, 
    • Ana Carolina Paixao de Queiroz, 
    • Jennifer Pan, 
    • Jaime Settle, 
    • Emily Thorson, 
    • Rebekah Tromble, 
    • Carlos Velasco Rivera, 
    • Benjamin Wittenbrink, 
    • Magdalena Wojcieszak
    • Shiqi Yang, 
    • Saam Zahedian, 
    • Annie Franco, 
    • Chad Kiewiet de Jonge, 
    • Natalie Jomini Stroud, 
    • Joshua A. Tucker

    Working Paper, May 2025

    View Article View abstract

    We study the effects of social media political advertising by randomizing subsets of 36,906 Facebook users and 25,925 Instagram users to have political ads removed from their news feeds for six weeks before the 2020 US presidential election. We show that most presidential ads were targeted toward parties’ own supporters and that fundraising ads were most common. On both Facebook and Instagram, we found no detectable effects of removing political ads on political knowledge, polarization, perceived legitimacy of the election, political participation (including campaign contributions), candidate favorability, and turnout. This was true overall and for both Democrats and Republicans separately.

  • Journal Article

    Misinformation Beyond Traditional Feeds: Evidence from a WhatsApp Deactivation Experiment in Brazil

    The Journal of Politics, 2025

    View Article View abstract

    In most advanced democracies, concerns about the spread of misinformation are typically associated with feed-based social media platforms like Twitter and Facebook. These platforms also account for the vast majority of research on the topic. However, in most of the world, particularly in Global South countries, misinformation often reaches citizens through social media messaging apps, particularly WhatsApp. To fill the resulting gap in the literature, we conducted a multimedia deactivation experiment to test the impact of reducing exposure to potential sources of misinformation on WhatsApp during the weeks leading up to the 2022 Presidential election in Brazil. We find that this intervention significantly reduced participants’ recall of false rumors circulating widely during the election. However, consistent with theories of mass media minimal effects, a short-term change in the information environment did not lead to significant changes in belief accuracy, political polarization, or well-being.