Evidence map›Paper›PMID 40399326›Full record

ArticleScientific reports2025

Modeling, development and validation of environmental behavior scale for preservice teachers.

Ece Avinç, Fatih Doğan

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

2 authors.

Ece AvinçDepartment of Mathematics and Science, Faculty of Education, Çanakkale Onsekiz Mart University, Çanakkale, Turkey.ORCID https://orcid.org/0000-0003-1745-3447
Fatih DoğanDepartment of Mathematics and Science, Faculty of Education, Çanakkale Onsekiz Mart University, Çanakkale, Turkey. fatihdogan@comu.edu.tr.ORCID https://orcid.org/0000-0001-5844-8893

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This research aimed to formulate a robust and valid measurement instrument for evaluating the environmental behavior levels of prospective teachers. The study focused on detailing the analyses conducted on the Environmental Behavior Scale (EBS). Content validity was ascertained through expert assessment, while construct validity investigations were aligned with the Theory of Planned Behavior (TPB). Employing both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA), the study involved teacher candidates from a Faculty of Education. EFA findings proposed an 18-item, five-factor model. This model was subsequently cross validated through CFA, exhibiting favorable fit indices. Structural Equation Modeling (SEM) was applied to unveil relationships among variables, indicating positive cognitive, affective, and behavioral responses to environmental concerns among teacher candidates. The measurement invariance of the SEM model was examined in terms of the gender variable, and it was found that the model did not change. Consequently, EBS emerges as a valuable tool for environmental education, offering insights into variables such as attitude towards behavior, perceived behavioral control, subjective norm, behavioral intention, and actual behavior in teacher candidates.

Indexed as

Environmental behaviorModelRealiabilityScaleValidity

Identifiers

PMID40399326
PMCPMC12095487

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.