Clearly, some of the discrepancies come from the usage of different datasets as well as model specifications. However, in some cases differences may be due to methodological shortfalls. For one, at very high levels of data aggregation, such as country data, the econometric models do not account for the wide discrepancy between regions that are caused by fixed effects.