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Emerging Technology-Based Motivational Strategies: A Systematic Review with Meta-Analysis
Indexado
WoS WOS:001431621900001
Scopus SCOPUS_ID:85218876987
DOI 10.3390/EDUCSCI15020197
Año 2025
Tipo revisión

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



To contribute to the design of better teaching strategies mediated by emerging technologies, the aim of this systematic review and meta-analysis was to estimate the effect sizes of the attention, relevance, confidence, and satisfaction (ARCS) motivational model with technologies such as AI and XR regarding academic performance and student motivation. From a sample of 2656 studies obtained from WoS, Scopus, ERIC, and APAPsycNet, 32 primary studies with quasi-experimental designs were selected, where the ARCS model and some types of emerging technology were used. To estimate the possible risks of bias and overestimation, preliminary tests with funnel plots were used. The effect sizes were calculated with Cohen's d using random-effects models. Moderations were also examined using fixed-effects models and heterogeneity tests. The results showed a moderate effect on academic performance (ES: 0.596, 95% CI: 0.443-0.748) and a strong effect on motivation (ES: 0.886, 95% CI: 0.640-1.133), both with low bias. According to the moderator analysis on academic performance, no significant differences were found between face-to-face and virtual teaching. Furthermore, the greatest effects on academic performance were observed when using AI and XR in subjects like the natural sciences and arts and when combining the motivational model with strategies such as gamification and project-based learning. Finally, gamification and game-based learning proved to be an effective strategy to increase motivation.

Revista



Revista ISSN
Education Sciences 2227-7102

Métricas Externas



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Disciplinas de Investigación



WOS
Education & Educational Research
Scopus
Computer Science Applications
Education
Developmental And Educational Psychology
Public Administration
Computer Science (Miscellaneous)
Physical Therapy, Sports Therapy And Rehabilitation
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Ale, Jhon - Universidad de Chile - Chile
2 Arancibia, Maria Luisa - Universidad de Chile - Chile

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Financiamiento



Fuente
Basal Funds for Centers of Excellence
ANID/PIA/Basal Funds for Centers of Excellence
Agencia Nacional de Investigación y Desarrollo
Chilean National Research and Development Agency
Professional Insurance Agents of Louisiana

Muestra la fuente de financiamiento declarada en la publicación.

Agradecimientos



Agradecimiento
Funding provided by ANID/PIA/Basal Funds for Centers of Excellence FB0003 and ANID/Support 2024 AFB240004 is gratefully acknowledged.
Chilean National Research and Development Agency (ANID): BECAS/DOCTORADO NACIONAL grant number 21240783.
Chilean National Research and Development Agency (ANID): BECAS/DOCTORADO NACIONAL grant number 21240783.

Muestra la fuente de financiamiento declarada en la publicación.