ArticleFrontiers in sports and active living2026
Flow as the mediating mechanism in marathon events: connecting event quality, motivation, and self-efficacy to perceived value and performance.
Article in Frontiers in sports and active living, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: The purpose of the current study was to examine the relationships between key antecedent variables (event quality, motivation, and self-efficacy) and outcome variables (runners' perceived value and performance) through flow. Methods: Data were collected from 542 valid responses at the 2025 Beijing BCEG Miyun Marathon on-site. Partial Least Squares Structural Equation Modeling (PLS-SEM) and item parceling were employed to examine the proposed relationships in this study. Results: The results indicated that event quality, motivation, and self-efficacy significantly enhanced runners' flow, which, in turn, positively mediated the associations between event quality and perceived value and between self-efficacy and perceived performance. Conclusion: The findings confirmed that an evidence-based psychological framework can guide event organizers in designing optimal experiences that foster flow, thereby increasing participants' perceived economic and hedonic value. This research contributes to the sport management literature by refining the concept of flow in recreational contexts, distinguishing its experiential dimensions from its antecedents, and offering practical implications for the sustainable development of the mass-participation sporting events industry.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.