Evidence map›Paper›PMID 41969860›Full record

ArticleFrontiers in psychology2026

Understanding spectator loyalty in the Chinese super league: the roles of satisfaction, trust, and team identification.

Fei Liu, Sisi Wu, Jingyin Zhou, Mu Fan, Fengqin Tian

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. Not yet cited in PubMed.

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

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

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

5 authors.

Fei LiuFootball School, Guangzhou Sport University, Guangzhou, China.
Sisi WuFootball School, Guangzhou Sport University, Guangzhou, China.
Jingyin ZhouFootball School, Guangzhou Sport University, Guangzhou, China.
Mu FanDepartment of Sport Science, Zhejiang University, Hangzhou, China.
Fengqin TianSports Management School, Guangdong Vocational Institute of Sport, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: This study aims to examine the distinct roles and sequential order of satisfaction, trust, and team identification in shaping loyalty among spectators of the Chinese Super League (CSL). Methods: Measurement items were developed based on prior literature and expert consultation, followed by a pilot study to refine the scales. Data were collected through a survey of spectators attending CSL matches, yielding 278 valid responses. Confirmatory factor analysis and mediation analyses were conducted to test the proposed structural relationships among the variables. Results: Spectator satisfaction did not exhibit a significant direct effect on loyalty (path coefficient = 0.076, Implications: While improving game-related and service-related satisfaction and fostering trust remain important, CSL authorities and clubs should place greater strategic emphasis on enhancing team identification. Cultivating a strong sense of belonging and psychological attachment to the team is critical for sustaining a stable, loyal fan base.

Indexed as

mediation effectprofessional football leaguespectator loyaltyspectator satisfactionspectator trustteam identification

Identifiers

PMID41969860
PMCPMC13066234

What OpenQuestion holds

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Registered trials

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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.