Breathing Life Into Meta-Analytic Methods

Authors: Allbritton, D., Gómez, P., Angele, B., Vasilev, M. and Perea, M.

Journal: Journal of Cognition

Volume: 7

Issue: 1

eISSN: 2514-4820

DOI: 10.5334/joc.389

Abstract:

Meta-analyses have become indispensable in the behavioral sciences, combining and summarizing data from multiple studies. While they offer many advantages (e.g., increased power, higher generality, and resolving conflicting findings), they currently only provide a snapshot at a given point. In active research areas, frequent meta-analytic updates are necessary to incorporate new evidence. We propose guidelines for live, dynamic meta-analyses and introduce an accessible tool using the R environment. Our app, powered by the Shiny package, enables the meta-analyst to integrate evidence interactively as an update of an existing meta-analysis or from scratch (i.e., a new meta-analysis). By embracing dynamic meta-analyses and leveraging modern tools, researchers can ensure up-to-date meta-analyses in their respective fields.

https://eprints.bournemouth.ac.uk/40207/

Source: Scopus

Breathing Life Into Meta-Analytic Methods.

Authors: Allbritton, D., Gómez, P., Angele, B., Vasilev, M. and Perea, M.

Journal: J Cogn

Volume: 7

Issue: 1

Pages: 61

eISSN: 2514-4820

DOI: 10.5334/joc.389

Abstract:

Meta-analyses have become indispensable in the behavioral sciences, combining and summarizing data from multiple studies. While they offer many advantages (e.g., increased power, higher generality, and resolving conflicting findings), they currently only provide a snapshot at a given point. In active research areas, frequent meta-analytic updates are necessary to incorporate new evidence. We propose guidelines for live, dynamic meta-analyses and introduce an accessible tool using the R environment. Our app, powered by the Shiny package, enables the meta-analyst to integrate evidence interactively as an update of an existing meta-analysis or from scratch (i.e., a new meta-analysis). By embracing dynamic meta-analyses and leveraging modern tools, researchers can ensure up-to-date meta-analyses in their respective fields.

https://eprints.bournemouth.ac.uk/40207/

Source: PubMed

Breathing Life Into Meta-Analytic Methods

Authors: Allbritton, D., Gomez, P., Angele, B., Vasilev, M. and Perea, M.

Journal: JOURNAL OF COGNITION

Volume: 7

Issue: 1

ISSN: 2514-4820

DOI: 10.5334/joc.389

https://eprints.bournemouth.ac.uk/40207/

Source: Web of Science (Lite)

Breathing Life Into Meta-Analytic Methods.

Authors: Allbritton, D., Gómez, P., Angele, B., Vasilev, M. and Perea, M.

Journal: Journal of cognition

Volume: 7

Issue: 1

Pages: 61

eISSN: 2514-4820

ISSN: 2514-4820

DOI: 10.5334/joc.389

Abstract:

Meta-analyses have become indispensable in the behavioral sciences, combining and summarizing data from multiple studies. While they offer many advantages (e.g., increased power, higher generality, and resolving conflicting findings), they currently only provide a snapshot at a given point. In active research areas, frequent meta-analytic updates are necessary to incorporate new evidence. We propose guidelines for live, dynamic meta-analyses and introduce an accessible tool using the R environment. Our app, powered by the Shiny package, enables the meta-analyst to integrate evidence interactively as an update of an existing meta-analysis or from scratch (i.e., a new meta-analysis). By embracing dynamic meta-analyses and leveraging modern tools, researchers can ensure up-to-date meta-analyses in their respective fields.

https://eprints.bournemouth.ac.uk/40207/

Source: Europe PubMed Central

Breathing Life Into Meta-Analytic Methods

Authors: Allbritton, D., Gómez, P., Angele, B., Vasilev, M. and Perea, M.

Journal: Journal of Cognition

Volume: 7

Issue: 1

Pages: 61

ISSN: 2514-4820

Abstract:

Meta-analyses have become indispensable in the behavioral sciences, combining and summarizing data from multiple studies. While they offer many advantages (e.g., increased power, higher generality, and resolving conflicting findings), they currently only provide a snapshot at a given point. In active research areas, frequent meta-analytic updates are necessary to incorporate new evidence. We propose guidelines for live, dynamic meta-analyses and introduce an accessible tool using the R environment. Our app, powered by the Shiny package, enables the meta-analyst to integrate evidence interactively as an update of an existing meta-analysis or from scratch (i.e., a new meta-analysis). By embracing dynamic meta-analyses and leveraging modern tools, researchers can ensure up-to-date meta-analyses in their respective fields.

https://eprints.bournemouth.ac.uk/40207/

Source: BURO EPrints