Meta Synthesis and Meta Analysis in Action with R

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Farahani Hojjatollah; Movasagh Leila; Allahyari Abbasali; Roshan Chesli Rasol; Dehghani Arani Fateme

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Journal Paper

Paper Information

Journal: Clinical Psychology and Personality Year:2023 | Volume:21 | Issue:2 (پیاپی 41) Page(s): 205-221

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Information Journal Paper

Title

Meta Synthesis and Meta Analysis in Action with R

Author(s)

Keywords

Meta SynthesisQ4

Meta-AnalysisQ4

Quantitative and Qualitative DesignsQ4

Psychological SciencesQ4

RQ4

Abstract

Meta-Analysis and meta-synthesis are sophisticated statistical techniques that combine and analyze data from multiple independent studies to obtain a more comprehensive and reliable estimate of the relationship or effect size between variables. Systematic reviews provide a method for thoroughly reviewing and synthesizing findings from individual quantitative and qualitative studies to derive more reliable conclusions and comprehensive results. By integrating and analyzing a wide range of information, Meta-Analysis and meta-synthesis help in identifying consistent patterns. Achieving a comprehensive and adequate understanding in qualitative research is a significant goal, as it allows for the discovery of new research insights through conceptual exploration. Combining the quantitative results is also a worthy goal in finding scientific insights. Meta-Analysis provides an overall effect size based on individual quantitative research studies. This phenomenon represents a research gap for a Psychological Sciences researcher or other researchers. This paper aims to explain the practical application of meta-synthesis and Meta-Analysis. The Meta-Analysis was illustrated with a numerical example using R 4. 3. 1.

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