Evidence map›Paper›PMID 42453447›Full record

ArticleFrontiers in psychology2026

The role of flipped classroom models and web-based instruction in developing collaborative learning attitudes and learning strategies.

Gizem Tabaru Örnek, Nihal Yildiz, Mustafa Erol

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

3 authors.

Gizem Tabaru ÖrnekDepartment of Primary Education, Faculty of Education, Karamanoglu Mehmetbey University, Karaman, Türkiye.
Nihal YildizDepartment of Primary Education, Faculty of Education, Karamanoglu Mehmetbey University, Karaman, Türkiye.
Mustafa ErolDepartment of Primary Education, Faculty of Education, Yildiz Teknik University, İstanbul, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This study aims to compare and analyze the effects of the flipped classroom model and web-based instruction on pre-service classroom teachers' attitudes toward cooperative learning and their learning strategies in the Life Science Teaching course. Methods: The study employed a quasi-experimental pretest-posttest control-group design. A total of 74 third-year pre-service classroom teachers participated in the study. The implementation lasted 6 weeks and included 18 hours of instruction. Data were analyzed by comparing the experimental and control groups in terms of cooperative learning attitudes and learning strategies. Results: The findings revealed that instruction based on the flipped classroom model was more effective than web-based instruction in improving pre-service classroom teachers' attitudes toward cooperative learning. In addition, both the flipped classroom model and web-based instruction were significantly more effective than the traditional teaching method used in the control group in developing students' learning strategies. Discussion: The results suggest that technology-supported instructional approaches, particularly the flipped classroom model, can contribute positively to cooperative learning attitudes and learning strategies in teacher education. These findings highlight the importance of integrating innovative and student-centered instructional models into teacher training programs.

Indexed as

cooperative learning attitudeflipped classroomlearning strategypre service teacherweb-based instruction

Identifiers

PMID42453447
PMCPMC13365127

What OpenQuestion holds

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LicenceCC BY
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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.