The association between these outcomes , nation-level socioeconomic indicators ( percapita gross domestic product [ GDP ] , population-to-neurosurgeon ratio , and health care funding model ) , and patientlevel covariates were assessed using a hierarchical mixed-effects logistic regression analysis .