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

Bibliographic Data

ID21446498
AuthorsEdmond Sebestyén (0000-0002-6680-981X, Doctoral School of Education University of Szeged Szeged Hungary), Edit Tóth (0000-0001-9281-5730, Institute of Education University of Szeged Szeged Hungary, corresponding author)
Year2026
Volume61
Issue1
Publication date2026-03-01
Open AccessYes
TypeARTICLE
VenueEuropean Journal of Education (JOURNAL)
Journal identifiersISSN: 0141-8211 • E-ISSN: 1465-3435
PublisherWiley (PUBLISHER • GB)
DOI10.1111/ejed.70346
OpenAlexW4416756965
LanguageEN
References cited39

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

Anxiety · Comparative research · Computer-assisted web interviewing · Cross-cultural · Identification (biology) · Interpretation (philosophy) · Psychometrics · Test anxiety · Educational Assessment and Improvement · Mental Health Research Topics · Psychometric Methodologies and Testing

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