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. 2023 Nov 6:14:1270642.
doi: 10.3389/fpsyg.2023.1270642. eCollection 2023.

Relationship between learning flow and academic performance among students: a systematic evaluation and meta-analysis

Zhang Jinmin  1 , Fang Qi  2
Affiliations

Relationship between learning flow and academic performance among students: a systematic evaluation and meta-analysis

Zhang Jinmin et al. Front Psychol. .

Abstract

Introduction: The concept of "flow experience," characterized by a state of immersive enjoyment and profound engagement, pertains to individuals' deep involvement in intriguing and pleasant tasks. In the field of study, individuals are in a state of flow when encountering challenging tasks, which matters considerably in completing the tasks. Therefore, learning flow is considered a hotspot in education that may be related to improving academic performance. Nonetheless, there remains contention regarding the extent of learning flow's impact on academic performance. To this end, meta-learning was hereby used to provide evidenced on the relationship between them.

Methods: A systematic review was conducted under the guidance of PRISMA to examine the evidence of learning flow and academic performance, check the potential mechanism and evaluate the current evidence. Clinical research or empirical research on the influence of learning flow on academic achievement was collected by searching four databases. The literature retrieval spanned from each database's inception until June 2023, specifically covering the PubMed (2000-2023.6), Embase (1974-2023.6), Cochrane Library (1993-2023.6), and the Web of Science (1807-2023.6), with particular attention to the period between 2000 and 2023.

Results: Thirteen RCTs were included, the total sample size used in the study was 3,253. Using the NOS evaluation tool of queue study, the average evaluation score of the included literatures was 7.46, indicating that the overall literature was above average. Besides, the data software StataSE was used to test the heterogeneity of the data, and the correlation coefficient and 95% confidence interval effect were found to be 0.43 (0.28, 0.57).

Discussion: Our research indicates a link between learning flow and academic performance, that is, students with high learning flow levels tend to have better academic performance. At the same time, this conclusion needs to be verified by more high-quality literature and larger sample data.

Systematic review registration: https://inplasy.com, identifier INPLASY202360079.

Keywords: academic performance; learning flow; meta-analysis; relationship; systematic evaluation.

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Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Figures

Figure 1
Figure 1
Flow diagram of literature selection.
Figure 2
Figure 2
Forest plot on heterogeneity test.
Figure 3
Figure 3
Funnel plot on publication bias.
Figure 4
Figure 4
Begg’s test.
Figure 5
Figure 5
Sensitivity analysis.
See this image and copyright information in PMC

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