Evidence map›Paper›PMID 41693990›Full record

ArticleFrontiers in psychology2026

The impact of educational digitalization on life satisfaction: an empirical analysis based on PISA 2022.

Xu Fang, Zejin Mo

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. 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

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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

2 authors.

Xu FangCollege of Educational Sciences, Nantong University, Nantong, China.
Zejin MoCollege of Educational Sciences, Nantong University, Nantong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The continuous and in-depth development of educational digitalization has become a key education development strategy for many countries around the world. Current research has paid considerable attention to the relationship between educational digitalization and educational outcomes, but the impact of educational digitalization on life satisfaction remains underexplored, lacking in-depth theoretical analysis and empirical evidence. Methods: The article first constructs a theoretical model of the impact of educational digitalization on students' life satisfaction based on relevant theories, followed by an empirical analysis. Large-scale cross-national data from PISA 2022 is used to empirically examine the direct and indirect effects of educational digitalization on students' life satisfaction. Results: The results indicate a significant positive effect of educational digitalization on students' life satisfaction. Specifically, learning interest and learning anxiety play significant mediating and chain-mediating roles in this relationship. This suggests that digitalization can enhance students' well-being by stimulating their interest in learning and alleviating learning anxiety. Furthermore, grade level significantly moderates this effect: among junior high school students, the pathway through interest and anxiety in improving life satisfaction is more pronounced. Discussion: Educational digitalization has a direct impact on students' life satisfaction, while interest and anxiety play mediating and chain-mediating roles in the effect of educational digitalization on life satisfaction. At the same time, grade level plays a moderating role in the impact of educational digitalization on students' life satisfaction. This study deepens the understanding of the mechanisms by which digitalization promotes student well-being and emphasizes that strategies for digital education should focus on stimulating interest and managing emotions, while implementing differentiated interventions for students of different age groups.

Indexed as

anxietyeducational digitalizationlearning interestlife satisfactionPISA 2022

Identifiers

PMID41693990
PMCPMC12895346

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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.