Validation of the Data‐Driven Decision‐Making Efficacy and Anxiety Inventory ( <scp>3D</scp> ‐ <scp>MEA</scp> ) Among Hungarian In‐Service Teachers

ABSTRACT The essence of data‐driven decision‐making (DDDM) is high efficacy and low perceived anxiety; therefore, numerous studies have focused on exploring these characteristics in various educational contexts. This study examined structural validity, the efficacy and anxiety characteristics of the 3D‐MEA in the Hungarian context. The significance of our research lies in the fact that the questionnaire has not been examined in a non‐US context. The paper focused on Hungarian teachers ( N = 275), whose online responses led to the conclusion that the five‐factor model of the questionnaire fits well with the Hungarian language and environment. Similar to international measurements, the Anxiety and Identification subscales produced higher values than those of the Technology, Interpretation and Application subscales. The results indicated that the questionnaire originally used in the Anglo‐Saxon culture can be translated into the Hungarian language and educational environment. This research can lay the groundwork for further international comparative studies on 3D‐MEA.

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Publication Details

Journal
European Journal of Education
Published
2025-11-27
DOI
https://doi.org/10.1111/ejed.70346
Primary Topic
Educational Assessment and Improvement
Type
article
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article

Validation of the Data‐Driven Decision‐Making Efficacy and Anxiety Inventory ( 3D ‐ MEA ) Among Hungarian In‐Service Teachers

Edit Tóth, Edmond Sebestyén
European Journal of Education
Educational Assessment and Improvement
article

Validation of the Data‐Driven Decision‐Making Efficacy and Anxiety Inventory ( 3D ‐ MEA ) Among Hungarian In‐Service Teachers

Edit Tóth, Edmond Sebestyén
article en

Abstract

ABSTRACT The essence of data‐driven decision‐making (DDDM) is high efficacy and low perceived anxiety; therefore, numerous studies have focused on exploring these characteristics in various educational contexts. This study examined structural validity, the efficacy and anxiety characteristics of the 3D‐MEA in the Hungarian context. The significance of our research lies in the fact that the questionnaire has not been examined in a non‐US context. The paper focused on Hungarian teachers ( N = 275), whose online responses led to the conclusion that the five‐factor model of the questionnaire fits well with the Hungarian language and environment. Similar to international measurements, the Anxiety and Identification subscales produced higher values than those of the Technology, Interpretation and Application subscales. The results indicated that the questionnaire originally used in the Anglo‐Saxon culture can be translated into the Hungarian language and educational environment. This research can lay the groundwork for further international comparative studies on 3D‐MEA.

European Journal of EducationVol. 61(1)
University of Szeged (HU)
Openalex Percentile: Top 66%
Educational Assessment and Improvement
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