Abstract
Meta-analysis employs statistical techniques to synthesize the results of individual studies, providing an estimate of the overall effect size for a specific outcome of interest. The direction and magnitude of this estimate, along with its confidence interval, offer valuable insights into the underlying phenomenon or relationship. As an extension of standard meta-analysis, meta-regression analysis incorporates multiple moderators -- capturing key study characteristics -- into the model to explain heterogeneity in true effect sizes across studies. This study provides a comprehensive overview of meta-analytic procedures tailored to economic research, addressing key challenges such as between-study heterogeneity, publication bias, and effect size dependence. It equips researchers with essential tools and insights to conduct rigorous and informative meta-analyses in economics and related fields.
Full Title
An overview of meta-analytic methods for economic research
Primary Author
Amin Haghnejad
Co-Authors
Mahboobeh Farahati
Publication Type
Preprint
Year
2024
Journal
arXiv Preprint
Category
Research Methods
Institution
External / Open Access
Access
Open Access
Added to Library
March 24, 2026
Cite This Publication
APA
Amin Haghnejad, Mahboobeh Farahati (2024). *An overview of meta-analytic methods for economic research*. External / Open Access.
MLA
Amin Haghnejad. *An overview of meta-analytic methods for economic research*. External / Open Access, 2024.