We show in this paper that spatial dependence and spatial heterogeneity matter in the estimation of the b-convergence … dependence and spatial heterogeneity in the form of structural instability across spatial convergence clubs. The estimation of … the appropriate spatial regimes spatial error model shows that the convergence process is different across regimes. We …