Evidence map›Paper›PMID 41594969›Full record

ArticleBehavioral sciences (Basel, Switzerland)2025

Mapping the Links Between Celebrity Worship and Subjective Well-Being in Chinese Undergraduates via Network Analysis.

Ke Zhang, Rong Jia, Shiqi Dong, Jingyu Yang, Qing Yang, Liming Zhang

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2025. 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

6 authors.

Ke ZhangSchool of Education, Huainan Normal University, 238 Dongshan West Road, Tianjia'an District, Huainan 232038, China.
Rong JiaSchool of Psychology, Shaanxi Normal University, 199 Chang'an South Road, Yanta District, Xi'an 710062, China.ORCID 0009-0000-1872-0602
Shiqi DongSchool of Psychology, Shaanxi Normal University, 199 Chang'an South Road, Yanta District, Xi'an 710062, China.
Jingyu YangSchool of Psychology, Shaanxi Normal University, 199 Chang'an South Road, Yanta District, Xi'an 710062, China.
Qing YangSchool of Psychology, Shaanxi Normal University, 199 Chang'an South Road, Yanta District, Xi'an 710062, China.
Liming ZhangSchool of Education, Huainan Normal University, 238 Dongshan West Road, Tianjia'an District, Huainan 232038, China.

Funding

Scientific Research Start-up Fund of Huainan Normal University to Liming Zhang GCCRCKYQDJYoung Scholars Development Program of the Anhui Social Sciences Community QNXR2024134Youth Project of the Anhui Provincial Social Science Planning Program AHSKQ2023D047
6 · The paper itself

Abstract

Celebrity worship has become a pervasive phenomenon among Chinese undergraduates, yet its psychological mechanisms remain unclear. This cross-sectional study recruited 1103 Chinese undergraduate students via convenience sampling. Data on celebrity worship and subjective well-being were collected using the Celebrity Attitude Scale (CAS) and the Satisfaction with Life Scale (SWLS). To investigate the internal structure of celebrity worship and its relationship with subjective well-being, a network analysis approach was employed. The resulting networks revealed that 72.33% of possible edges among worship items were non-zero, indicating dense interconnectivity. Entertainment-social behaviors-particularly "obsessed by details of the celebrity's life"-formed the most central nodes, whereas borderline-pathological beliefs emerged as the pivotal hub when well-being variables were integrated. BP displayed the strongest negative connection with shame and served as the primary bridge linking worship to reduced life satisfaction and heightened negative affect. Bootstrap analyses confirmed robust stability. These findings shift research from a global "total-score" to a "systems" paradigm, highlighting BP cognitions as high-priority targets for cognitive-reappraisal interventions to prevent the escalation from healthy enthusiasm to pathological obsession.

Indexed as

affect (psychology)celebrity worshipChinacollege studentscross-sectional studiesnetwork analysispsychometricssubjective well-being

Identifiers

PMID41594969
PMCPMC12837141

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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.