since you are comparing data from different countries measured in different times you should use the random effect model.
you should use the fixed effect model only if all the studies included in the analysis are functionally identical or if you are comparing data from a specific population.
The key issue is whether the "time-invariant" error component is correlated with any explanatory variables. FE will address the resulting bias, RE will not.