Double-Edged Sword of Mediated Visibility: How Visual Framing Undermines Congresswomen's Perceived Competence

2026-09-25

AI Summary

This study investigates how visual framing shapes the media visibility and perceived competence of female politicians. Combining facial recognition technology with large-scale content analysis of CNN and Fox News image data, alongside a preregistered behavioral experiment, we examine multimodal framing effects. Results reveal that static split-screen shots significantly diminish public perceptions of female legislators’ competence, though this negative effect dissipates in dynamic video formats. Furthermore, angry rhetoric differentially undermines warmth attributions toward female politicians. By elucidating the mechanisms through which visual presentation styles shape gendered political cognition, this work provides robust multimodal empirical evidence for understanding gender bias in media framing.

Abstract

Women's presence in Congress has stalled below 30%. That institutional underrepresentation is mirrored by their limited visibility on televised news, where visual presentation can shape perceived competence and authority. Yet research tells us more about whether congresswomen appear than how they are visually framed. Facial recognition analysis of 695,464 image-text segments from CNN and Fox News (2011-2021) reveals that congresswomen appear disproportionately in split-screen rather than solo shots. Two pre-registered experiments with 6,220 participants show that, in static frames, split-screen framing reduces congresswomen's perceived political competence, but not congressmen's. In dynamic videos, the competence penalty disappears; instead, outraged language reduces a congresswoman's perceived warmth roughly three times as much as a congressman's. Suggestive evidence (p = .057) indicates that women viewers report greater external political efficacy after watching a congresswoman appear alone. We conclude that visual framing shapes both congresswomen's mediated visibility and their perceived capabilities.

Problem

• visual framing
• mediated visibility
• perceived competence
• congresswomen
• gender bias

Innovation

• Facial Recognition Analysis
• Visual Framing
• Pre-registered Experiments
• Computational Communication
• Mediated Visibility