Despite its advantages, meta-analysis is not without challenges. One major issue is heterogeneity, which refers to the variability in study outcomes due to differences in study design, populations, or interventions. Another challenge is the potential for publication bias, where studies with positive results are more likely to be published than those with negative or null results. Addressing these challenges requires careful planning and the use of statistical techniques such as subgroup analysis or meta-regression.