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Autor/inHa, Cheyeon
TitelHow to Compare Multiple Intervention Effects: Educational Research Using Network Meta-Analysis
QuelleIn: International Journal of Research & Method in Education, 46 (2023) 1, S.98-112 (15 Seiten)Infoseite zur Zeitschrift
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ZusatzinformationORCID (Ha, Cheyeon)
Spracheenglisch
Dokumenttypgedruckt; online; Zeitschriftenaufsatz
ISSN1743-727X
DOI10.1080/1743727X.2022.2035352
SchlagwörterComparative Analysis; Network Analysis; Meta Analysis; Intervention; Educational Research; Effect Size; Research Design; Data Interpretation; Simulation
AbstractThis study aims to introduce network meta-analysis (NMA) to provide educational researchers with an extended view of the reviewing educational research. Meta-analytic methods have been widely used in educational research reviews. However, weaknesses have emerged in the multi-group comparison analysis of educational studies where different interventions are applied because general meta-analysis is structured for a two-group comparison (i.e. treatment versus control group) of the same structure. Alternatively, when synthesizing experimental results of previous studies, NMA aims to verify related effect sizes by considering various experimental environments and research variables. Using NMA with simulation data, along with five types of online learning designs, this study describes how educational researchers could compare complex intervention effects between ten networks derived from five groups. The use of NMA in review research can provide rich interpretations of multi-group comparison results. Additionally, it can reflect on the complexity of real-world experimental design conditions. (As Provided).
AnmerkungenRoutledge. Available from: Taylor & Francis, Ltd. 530 Walnut Street Suite 850, Philadelphia, PA 19106. Tel: 800-354-1420; Tel: 215-625-8900; Fax: 215-207-0050; Web site: http://www.tandf.co.uk/journals
Erfasst vonERIC (Education Resources Information Center), Washington, DC
Update2024/1/01
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