Meta-analysis: a tool for constructing theories or evaluating interventions or simply proving everyday assumptions?
After a brief consideration of the development of meta-analyses as a joint discussion of results from a research area across development stages 0, 1, 2, it is concluded that the present form 2.0 is unsuitable to serve as a basis for theory building. Further development of this tool into a meta-analy...
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2024-10-01
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| Series: | Frontiers in Psychology |
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| Online Access: | https://www.frontiersin.org/articles/10.3389/fpsyg.2024.1377336/full |
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| author | Erich H. Witte Ivo Ponocny |
| author_facet | Erich H. Witte Ivo Ponocny |
| author_sort | Erich H. Witte |
| collection | DOAJ |
| description | After a brief consideration of the development of meta-analyses as a joint discussion of results from a research area across development stages 0, 1, 2, it is concluded that the present form 2.0 is unsuitable to serve as a basis for theory building. Further development of this tool into a meta-analysis 3.0 is necessary for this purpose which requires the validity of the independent variables in the primary studies, the reduction of the error variance of the dependent variables, a stability of the effects over the primary studies and a quantitative comparison between observed and predicted effects in the primary studies. In the current meta-analyses 2.0, a concrete single-case approach creates the impression that mainly everyday ideas are investigated, which one would like to generalize to a population of other conditions. Furthermore, the results of the existing meta-analyses are either homogeneous and very small or heterogeneous. Meta-analysis 2.0 searches for the instability of the measurements under a specific topic with methods of induction. The procedure of a meta-analysis 3.0 is described in general and carried out hypothetically and with an empirical example. It searches for the stability of quantitative reconstructions of data over different topics with the method of abduction. The conclusion can be summarized as that meta-analysis 3.0 is indispensable as a tool for theorizing, and theorizing presupposes meta-analysis 3.0. The link between this interdependence is abduction in contrast to induction as a research strategy. |
| format | Article |
| id | doaj-art-4e5f6a6e9d9f49e28647e5b9b8968840 |
| institution | OA Journals |
| issn | 1664-1078 |
| language | English |
| publishDate | 2024-10-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Psychology |
| spelling | doaj-art-4e5f6a6e9d9f49e28647e5b9b89688402025-08-20T01:54:16ZengFrontiers Media S.A.Frontiers in Psychology1664-10782024-10-011510.3389/fpsyg.2024.13773361377336Meta-analysis: a tool for constructing theories or evaluating interventions or simply proving everyday assumptions?Erich H. Witte0Ivo Ponocny1Psychological Institute, University of Hamburg, Hamburg, GermanyFaculty of Psychology, Sigmund Freud University Vienna, Vienna, AustriaAfter a brief consideration of the development of meta-analyses as a joint discussion of results from a research area across development stages 0, 1, 2, it is concluded that the present form 2.0 is unsuitable to serve as a basis for theory building. Further development of this tool into a meta-analysis 3.0 is necessary for this purpose which requires the validity of the independent variables in the primary studies, the reduction of the error variance of the dependent variables, a stability of the effects over the primary studies and a quantitative comparison between observed and predicted effects in the primary studies. In the current meta-analyses 2.0, a concrete single-case approach creates the impression that mainly everyday ideas are investigated, which one would like to generalize to a population of other conditions. Furthermore, the results of the existing meta-analyses are either homogeneous and very small or heterogeneous. Meta-analysis 2.0 searches for the instability of the measurements under a specific topic with methods of induction. The procedure of a meta-analysis 3.0 is described in general and carried out hypothetically and with an empirical example. It searches for the stability of quantitative reconstructions of data over different topics with the method of abduction. The conclusion can be summarized as that meta-analysis 3.0 is indispensable as a tool for theorizing, and theorizing presupposes meta-analysis 3.0. The link between this interdependence is abduction in contrast to induction as a research strategy.https://www.frontiersin.org/articles/10.3389/fpsyg.2024.1377336/fullmeta-analysistheory testingreliabilityvalidityerror theoryabduction |
| spellingShingle | Erich H. Witte Ivo Ponocny Meta-analysis: a tool for constructing theories or evaluating interventions or simply proving everyday assumptions? Frontiers in Psychology meta-analysis theory testing reliability validity error theory abduction |
| title | Meta-analysis: a tool for constructing theories or evaluating interventions or simply proving everyday assumptions? |
| title_full | Meta-analysis: a tool for constructing theories or evaluating interventions or simply proving everyday assumptions? |
| title_fullStr | Meta-analysis: a tool for constructing theories or evaluating interventions or simply proving everyday assumptions? |
| title_full_unstemmed | Meta-analysis: a tool for constructing theories or evaluating interventions or simply proving everyday assumptions? |
| title_short | Meta-analysis: a tool for constructing theories or evaluating interventions or simply proving everyday assumptions? |
| title_sort | meta analysis a tool for constructing theories or evaluating interventions or simply proving everyday assumptions |
| topic | meta-analysis theory testing reliability validity error theory abduction |
| url | https://www.frontiersin.org/articles/10.3389/fpsyg.2024.1377336/full |
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