Evidence map›Paper›PMID 42682595›Full record

ArticleFrontiers in psychology2026

The impact of information literacy and environmental factors on innovation performance in teacher education: the mediating role of quantity and quality oriented online knowledge sharing process.

Asil Derin

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. 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

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

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

1 author.

Asil DerinFaculty of Education, Kafkas University, Kars, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study, based on Biggs's Presage-Process-Product model, examined the direct and indirect paths of the relationship between information literacy, environmental factors, online knowledge sharing process, and innovation performance by using structural equation modeling (SEM) and correlational survey model. This study was conducted with a total of 503 pre-service teachers, of whom 302 were female and 201 were male. As a result, information acquisition, awareness, discrimination, application literacy, and environmental factors related to online learning platforms were found to positively predict innovation performance. Compared to information application literacy, information awareness and discrimination literacy had a more significant effect on innovation performance. In addition, environmental factors (such as peer and platform support) had a significant positive impact on innovation performance. Finally, when compared to the Qty-KSP (quantity-oriented online knowledge sharing process) variable, Qlty-KSP (quality-oriented online knowledge sharing process) was a stronger mediating variable and played a positive mediating role in the effect of information literacy and environmental factors on innovation performance. The findings highlighted the importance of pre-service teachers' innovation performance in promoting the sustainable development of higher education. This could be achieved by enhancing pre-service teachers' information literacy and ensuring the quality of the online learning process.

Indexed as

Biggs’s Presage-Process-Product modelinformation literacyinnovation performanceonline knowledge sharing processstructural equation modelingteacher education

Identifiers

PMID42682595
PMCPMC13529957

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.