Evidence map›Paper›PMID 41587306›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Targeted digital voter suppression efforts likely decrease voter turnout.

Young Mie Kim, Ross Dahlke, Hyebin Song, Richard Heinrich

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Young Mie KimThe School of Journalism and Mass Communication and the Department of Political Science (Faculty Affiliate), University of Wisconsin, Madison, WI 53706.ORCID 0000-0001-6068-9274
Ross DahlkeThe School of Journalism and Mass Communication, University of Wisconsin, Madison, WI 53706.ORCID 0000-0002-5179-2525
Hyebin SongThe Department of Statistics, Pennsylvania State University, University Park, PA 16802.
Richard HeinrichSenior Consumer Insights Strategist, The Wisconsin School of Business, University of Wisconsin, Madison, WI 53706.

Funding

Andrew Carnegie Foundation G-F-19-56897Center for Information Technology and Policy at Princeton University Seed Grant-2015John S. and James L Knight Foundation G-2015-51181UW | Office of the Vice Chancellor for Research and Graduate Education, University of Wisconsin-Madison (VCRGE, UW) UW2020-AAA9947Women in Science and Engineering Leadership Institute at the University of Wisconsin-Madison VLC-2015-6
6 · The paper itself

Abstract

In light of continued foreign interference in the US presidential elections, where undisclosed digital voter suppression advertising has been deployed, this study addresses the questions of who is exposed to these ads and whether and how such exposure influences voter turnout. Using a sample that resembles the US voting-age population, the study directly measures each individual's ad exposure through a user-level real-time ad tracking tool, which is merged with the same individual's survey responses to identify voter suppression content and its targeting patterns. By further matching individual-level exposure to voter suppression ads with the same individual's verified voter turnout records, the study estimates the effects of voter suppression on actual turnout. The study findings from the 2016 US Presidential Election reveal clear geo-racial targeting patterns in voter suppression: non-Whites residing in the racial minority counties of battleground states were exposed to substantially more voter suppression ads than their counterparts. Moreover, exposure to voter suppression ads was associated with decreases in voter turnout at the population level, albeit small. The sharpest declines were observed among non-Whites residing in minority counties of battleground states, suggesting that the intensified turnout suppression among the targeted segments of the electorate may have played a role in shaping turnout.

Indexed as

AdvertisingPoliticsVotingDigital MediaHumansUnited Statesadvertisingforeign election interferencemicrotargetingsocial mediavoter suppression

Identifiers

PMID41587306
PMCPMC12867748

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.