Evidence map›Paper›PMID 36901449›Full record

ArticleInternational journal of environmental research and public health2023

Effect of Technology Acceptance on Blended Learning Satisfaction: The Serial Mediation of Emotional Experience, Social Belonging, and Higher-Order Thinking.

Tianjiao Chen, Heng Luo, Qinna Feng, Gege Li

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In one paragraph

Article in International journal of environmental research and public health, 2023. 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

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

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

4 authors.

Tianjiao ChenFaculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China.
Heng LuoFaculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China.ORCID 0000-0002-6551-8885
Qinna FengFaculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China.
Gege LiFaculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China.

Funding

FAIoE "Artificial Intelligence + Education" Research Grant 2022XY017Hubei Provincial Teaching and Research Project for Higher Education 2021085Teacher Education Specialized Grant of Central China Normal University CCNUTEIII 2021-10
6 · The paper itself

Abstract

This study explored the relationship between technology acceptance and learning satisfaction in the context of blended learning, with a particular focus on the mediating effects of online behaviors, emotional experience, social belonging, and higher-order thinking. A total of 110 Chinese university students participated in this study and completed a questionnaire at the end of 11 weeks of blended learning. The results demonstrate that technology acceptance directly and indirectly relates to blended learning satisfaction. The mediation analysis further revealed two significant mediating pathways from technology acceptance to blended learning satisfaction: one through higher-order thinking, and the other through serial mediation of emotional experience, social belonging, and higher-order thinking. Moreover, there was no significant mediating effect of online learning behaviors on blended learning satisfaction. Based on these results, we have proposed practical implications for improving blended learning practice to promote learner satisfaction. These results contribute to our understanding of blended learning as an integrated construct under the triadic interplay of technical environment, learning behaviors, and individual perceptions.

Indexed as

Computer-Assisted InstructionLearningCurriculumEmotionsHumansSurveys and Questionnairesblended learningemotional experiencehigher-order thinkinglearning satisfactionsocial belongingtechnology acceptance

Identifiers

PMID36901449
PMCPMC10001970

What OpenQuestion holds

Textfull text, public
LicenceCC BY
measurements read3
Read underepoch 390

Registered trials

None linked

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.