articlePsychology and MarketingMar 11, 2022HYBRID OA

Meta‐analysis and traditional systematic literature reviews—What, why, when, where, and how?

University of Puerto Rico System · Henley College · +2 more institutions

Indexed incrossref

Abstract

Abstract Meta‐analysis is a research method for systematically combining and synthesizing findings from multiple quantitative studies in a research domain. Despite its importance, most literature evaluating meta‐analyses are based on data analysis and statistical discussions. This paper takes a holistic view, comparing meta‐analyses to traditional systematic literature reviews. We described steps of the meta‐analytic process including question definition, data collection, data analysis, and reporting results. For each step, we explain the primary purpose, the tasks required of the meta‐analyst, and recommendations for best practice. Finally, we discuss recent developments in meta‐analytic techniques, which…

Citation impact

446
total citations
FWCI
174.77
Percentile
100%
References
83
Citations per year

Authors

2

Topics & keywords

Keywords
  • Meta-analysis
  • Systematic review
  • Psychology
  • Process (computing)
  • Data science
  • Best practice
  • Systematic process
  • Computer science
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