Evidence map›Paper›PMID 42404544›Full record

ArticleFrontiers in sociology2026

Can gamification really enhance learning performance? The importance of balancing gamification design and content quality.

Zhanhe Du, Tiantian Li, Mengqian Xu, Chenhui Xiong

Abstract read
In one paragraph

Article in Frontiers in sociology, 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

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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

4 authors.

Zhanhe DuSchool of Economics and Management, Xi'an University of Technology, Xi'an, China.
Tiantian LiSchool of Economics and Management, Xi'an University of Technology, Xi'an, China.
Mengqian XuSchool of Economics and Management, Xi'an University of Technology, Xi'an, China.
Chenhui XiongSchool of Economics and Management, Xi'an University of Technology, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Online learning platforms often integrate gamification and content strategies to improve user engagement and learning outcomes. However, excessive reliance on gamification may hinder performance, especially when content quality is overlooked. This study investigates the joint effects of content quality and gamification design on learning performance and the moderating role of external supervision. Methods: Drawing on Social Learning Theory, a research model was developed and tested using survey data from 207 users of a leading Chinese online learning platform. Results: Results show that content quality significantly enhances learning performance, while empirical data suggests a potential inverted U-shaped effect for gamification-beneficial at moderate levels but exhibiting diminishing returns when overused. Moreover, external supervision enhances the positive effects of moderate gamification but exacerbates the negative impact of excessive gamification. Discussion: The study extends Social Learning Theory by incorporating institutional supervision and provides actionable insights for designers and educators to balance content and engagement strategies in digital learning systems.

Indexed as

content qualityexternal supervisiongamification designlearning performanceonline learning platformssocial learning theory

Identifiers

PMID42404544
PMCPMC13328485

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.