Evidence map›Paper›PMID 42510203›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

"Mirror, Mirror, Am I Beautiful?" Mechanisms of Self-Image Cognition and Behavioral Responses Among Chinese Youth in the Context of Digital Beauty Filter Use: A Mixed-Methods Study Using Grounded Theory and fsQCA.

Chao Zhang, Yinze Hao, Jing Li

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

3 authors.

Chao ZhangSchool of Journalism and Communication, Henan University, No. 379, North Section of Mingli Road, Zhengzhou 450046, China.ORCID 0000-0002-6930-6505
Yinze HaoSchool of Journalism and Communication, Henan University, No. 379, North Section of Mingli Road, Zhengzhou 450046, China.ORCID 0009-0003-4593-9062
Jing LiJournalism and Information Communication School, Huazhong University of Science and Technology, No. 1037 Luoyu Road, Hongshan District, Wuhan 430074, China.ORCID 0009-0006-1211-8040

Funding

Huazhong University of Science and Technology 2025JYCXJJ064
6 · The paper itself

Abstract

As digital beauty filters have become widespread among young people, their links with self-image cognition and behavioral responses have attracted growing attention. However, existing studies largely focus on Western samples or linear approaches, leaving Chinese youth underexplored in their cultural context. Using mixed methods combining grounded theory and fsQCA, this study examines the mechanisms shaping self-image cognition and behavioral responses among Chinese youth in the context of digital beauty filter use. Semi-structured interviews and three-stage coding identified four core categories: Beauty Filter Use Habits, Beauty Filter Use Motivations, Beauty Filter Use Preferences, and Psychological Responses to Beauty Filter Use. Building on this, fsQCA identified five configurational pathways. The psychological-response-motivation and psychological-response-preference core coexistence configurations were linked to high Self-Image Cognition; the three non-high Self-Image Cognition pathways formed two patterns: dual absence of psychological responses and motivations, and motivational-core absence with coexisting habits and preferences. Different self-image cognition outcomes may relate to adaptive behaviors, such as moderate retouching and naturalized self-presentation, or risk-related behaviors, such as avoidance of original images and overdependence on beauty filters. This study offers a new perspective on youth authentic self-construction and technological adaptation in the digital visual era, with implications for media literacy education, platform design, and mental health intervention.

Indexed as

behavioral responsesChinese youthdigital beauty filtersfsQCAgrounded theoryself-image cognition

Identifiers

PMID42510203
PMCPMC13405751

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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.