Evidence map›Paper›PMID 36506979›Full record

ArticleFrontiers in psychology2022

Learning behavior, digital platforms for learning and its impact on university student's motivations and knowledge development.

Uzma Noor, Muhammad Younas, Hessah Saleh Aldayel, Rashid Menhas, Xu Qingyu

Open access · goldAbstract read
In one paragraph

Article in Frontiers in psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 2 pooled it
45.1field-weighted citation impact, top 1% of its field
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

22 citing papers in PubMed, 2 syntheses or guidelines pooled it, 85 citations in OpenAlex.

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  6. Investigation into the intrinsic worth of University students through the lens of spiritual motivation.International journal of qualitative studies on health and well-being · 2025
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  7. Evaluation of a large-scalePreventive medicine reports · 2025
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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

5 authors at 2 institutions in 2 countries.

Uzma NoorSchool of Education, Soochow University, Suzhou, China.
Muhammad YounasSchool of Education, Soochow University, Suzhou, China.
Hessah Saleh AldayelDepartment of English Language Skills, King Saud University, Riyadh, Saudi Arabia.
Rashid MenhasResearch Center of Sport and Social Sciences, Soochow University, Suzhou, China.
Xu QingyuSchool of Education, Soochow University, Suzhou, China.
Soochow University · CNKing Saud University · SA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Learning digital technologies in higher education is a process of knowledge generation, and the rapid growth of technology in education has a significant impact on students' learning behaviors, motivation, and knowledge development. Pakistan's remarkable technological breakthrough has increased in the education field. Study objectives: The study focuses on estimating students' learning behaviors, identifying the positive influence of educational apps on digital learning platforms, and analyzing their impact on students' motivation and knowledge development. Materials and methods: According to the study's objectives, a questionnaire survey was conducted to gather the primary data. The participants were students of universities in Lahore city of Pakistan. For this study, the sample size was Results: SEM analysis results shows that all proposed hypotheses [Animated Movies (AM) -> Student Motivation (SM), Educational Apps (EA) -> Knowledge Development (KD), Learning Behavior (LB) -> Animated Movies, Learning Behavior -> Educational Apps, Learning Behavior -> Knowledge Development, Learning Behavior -> Virtual Classrooms (VCr), Virtual Classrooms -> Knowledge Development, Virtual Classrooms -> Student Motivation] are confirmed while Learning Behavior -> Student Motivation is not confirmed. Conclusion: This study found that digital learning platforms significantly impact students' learning and what motivates them to learn. The study also found that using educational apps and virtual classrooms more often helps students learn more and be more motivated to learn.

Indexed as

digital platformsknowledge developmentlearning behaviorstudent motivationtechnological applications

Identifiers

PMID36506979
PMCPMC9726725
OpenAlexW4309699479

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.