The article examines economic disparities in over 360 regions in North Africa using both parametric and non-parametric methods. The researchers found that regional inequalities persist, with high-income regions being surrounded by similar regions. They also discovered that spatial interactions can speed up the process of convergence, suggesting that national and territorial policies can play a crucial role in reducing disparities in these countries.