The high prevalence rates of non-communicable diseases (NCDs) -particularly hypertension -in developing countries is gaining much attention. High disease burden in those environs has been consistent with the global projections of burden of disease from 1990 to 2020. 1 However, there is limited published information on NCD prevalence rates and related risk factors using the WHO STEPwise approach in developing countries.In the current issue of the Journal of Human Hypertension, Tesfaye et al. 2 report findings from surveys conducted in three countries in geoecologically diverse socio-demographic settings. Blood pressures and hypertension prevalence rates were much higher in men than in women, consistent with previous results demonstrating gender dichotomy in blood pressure, with higher pressures seen in men. The prevalence rates of the other NCD risk factors, such as tobacco use and alcohol consumption, were also much higher in men than in women.Of interest, a significant correlation was demonstrated between body mass index (BMI) and blood pressures in all the three populations, suggesting that BMI contributed to the reported hypertension prevalence rates. BMI was classified into underweight (o18.5 kg/m 2 ), normal BMI (18.5XBMIo 25 kg/m 2 ) and overweight or obese (BMIX25 kg/m 2 ) people. The strongest correlation was observed in Indonesia men and women, whereas the weakest correlation was reported among the Ethiopian women followed by the Ethiopian men. Distribution of mean systolic blood pressures across the full range of BMI quintiles in the three populations reveals that blood pressures begin to rise at lower BMI quintiles in high BMI populations compared with lean populations. Further, it was in the high BMI populations that high blood pressures were reported in the low BMI ranges. Based on the presence of high blood pressures in both underweight and overweight population subsets and the relatively low blood pressures in the normal range BMI range, the authors concluded that the blood pressure to BMI relationship was U or J shaped.Previous reports have described diverse hypertension prevalence rates and blood pressure distribution patterns in different settings but the blood pressure relationship with indices of obesity has largely been consistent including in urbanizationrelated hypertension and in populations in lifestyle transition. 3 Some conflicting results have been reported on the epidemiology of hypertension with the majority reporting increased hypertension rates in urban compared with rural settings, a phenomenon termed 'urbanization-related hypertension', 4 whereas a few have reported a decrease or no change in rates. 5 Although the majority of the population samples came from the rural environment in the three populations (100% from Vietnam, 90.3% in Indonesia and 70.3% in Ethiopia), the hypertension prevalence rates were higher in the urban areas where samples were studied. Indeed, urbanizationrelated hypertension has largely been attributed to increased psycho-social stress and to the contribut...