Evidence map›Paper›PMID 42212027›Full record

ArticleFrontiers in psychology2026

Cross-dimensional cultural identity: a multi-dimensional empirical investigation of VTuber audience behavior through the lens of theory of planned behavior.

Yuan-Ming Chang, Juan Wu, Yan-Xin Hu, Shih-Chih Chen

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Yuan-Ming ChangHankuk University of Foreign Studies, Dongdaemun-gu, Republic of Korea.
Juan WuHankuk University of Foreign Studies, Dongdaemun-gu, Republic of Korea.
Yan-Xin HuInternational Education College, Shandong Jiaotong University, Jinan, China.
Shih-Chih ChenNational Kaohsiung University of Science and Technology, Kaohsiung, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This study employs the Theory of Planned Behavior (TPB) to investigate the key factors influencing audience intention to watch Virtual YouTubers (VTubers). Guided by the decomposition logic of the decomposed theory of planned behavior, twelve antecedent variables were systematically integrated to decompose the three core TPB dimensions-attitude, subjective norms, and perceived behavioral control-within VTuber consumption contexts. Among these, three domain-specific variables-virtual identity identification, ACG culture identity, and cross-cultural influence-were introduced to capture the unique cultural and psychological characteristics of VTuber audiences. Methods: Data were collected through an online survey platform, yielding 352 valid responses, and analyzed using Structural Equation Modeling (SEM). Results: The findings reveal that audience attitude and subjective norms significantly and positively influence watching intention, while perceived behavioral control exhibits a relatively weaker effect. Content professionalism and sense of virtual community emerge as the primary antecedents affecting attitude and subjective norms, indicating that audiences prioritize content quality and community connections over virtual identity identification. Time availability proves to be the most crucial determinant of perceived behavioral control, reflecting the constraints of attention economy on VTuber viewing behavior. Discussion: This study represents the first systematic application of DTPB in quantitative empirical research within the VTuber domain. Beyond contextual application, the findings reveal important boundary conditions: the unexpectedly weak effect of virtual identity identification challenges prevailing assumptions about avatar-based consumption, while the dominance of time constraints over economic barriers provides empirical evidence for attention economy dynamics in virtual entertainment contexts. The results offer both theoretical insights into TPB's applicability boundaries in emerging virtual content domains and practical implications for platform operation and content design strategies.

Indexed as

ACG culture identitycontent professionalismsense of virtual communitytheory of planned behaviorviewing intentionvirtual YouTubervirtual YouTuber audiences

Identifiers

PMID42212027
PMCPMC13213849

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.