For this study, the dataset was filtered to include only observations from the year 2021. This ensures that all countries are compared within the same temporal context, avoiding distortions caused by long-term economic changes across different years. Focusing on a single year allows the analysis to capture a clear snapshot of the global economic structure rather than trends over time.