Automated visual analysis for the study of social media effects: Opportunities, approaches, and challenges

Y Peng, I Lock, A Ali Salah - Communication Methods and …, 2024 - Taylor & Francis
To advance our understanding of social media effects, it is crucial to incorporate the
increasingly prevalent visual media into our investigation. In this article, we discuss the …

Gender, candidate emotional expression, and voter reactions during televised debates

C Boussalis, TG Coan, MR Holman… - … Political Science Review, 2021 - cambridge.org
Voters evaluate politicians not just by what they say, but also how they say it, via facial
displays of emotions and vocal pitch. Candidate characteristics can shape how leaders use …

Measuring dynamic emotional experiences in response to media stimuli

JR Winkler, M Appel - Frontiers in Psychology, 2024 - frontiersin.org
Communication research has long recognized the dynamic nature of most media stimuli and
the corresponding dynamic emotional processing implied on the side of the audience …

The pervasive presence of Chinese government content on Douyin trending videos

Y Lu, J Pan - Computational Communication Research, 2022 - aup-online.com
As audiences have moved to digital media, so too have governments around the world.
While previous research has focused on how authoritarian regimes employ strategies such …

Can a beautiful smile win the vote?: The role of candidates' physical attractiveness and facial expressions in elections

L Masch, A Gassner, U Rosar - Politics and the life sciences, 2021 - cambridge.org
Several empirical studies have linked political candidates' electoral success to their physical
appearance. We reexamine the effects of candidates' physical attractiveness by taking into …

Populism and emotions: a comparative study using Machine Learning

M Caiani, J Di Cocco - … Political Science Review/Rivista Italiana di …, 2023 - cambridge.org
This study aims to unpack the mobilization of emotions in the political discourse of populist
and non-populist parties and above all, across 'varieties of populism'(right wing vs. left wing …

Building an ICCN multimodal classifier of aggressive political debate style: Towards a computational understanding of candidate performance over time

DV Shah, Z Sun, EP Bucy, SJ Kim, Y Sun… - Communication …, 2024 - Taylor & Francis
Understanding the implications of aggressive political debate style amid corrosive modes of
campaign politics requires fine-grained analyses of political performance, attending to …

Gender stereotyping questions accurately measure beliefs about the traits and issue strengths of women and men in politics

MR Holman - Journal of Women, Politics & Policy, 2023 - Taylor & Francis
The public often believes that men in political office are better at handling some issues or
possess specific traits, compared to women. Do individuals reveal their true preferences on …

Are women politicians kind and competent? Disentangling stereotype incongruity in candidate evaluations

T Rohrbach - Political Behavior, 2024 - Springer
Academia and political campaigners conventionally cast gender stereotypes as an electoral
liability for women in politics. Incongruent stereotype expectations place women in a double …

All in a moment: Continuous response measurement method for analyzing dynamic science communication content

LM Baker, A McLeod-Morin… - Advancements in …, 2024 - agdevresearch.org
Science communication strategy plays a crucial role in effectively conveying scientific
information to target audiences. While various models exist for developing communication …