The impact of air pollution (CO, NO, NO2, SO2, O 3) and meteorological parameters (air temperature, humidity and atmospheric pressure) on three indicators of human morbidity (circulatory, respiratory and skin diseases) is quantified, while the sensitivity of the results to different model specifications is tested. Findings indicate that higher SO2 and CO levels significantly increase circulatory and skin diseases, respectively, while higher NO and O3 concentrations increase respiratory diseases. Air temperature is significantly associated with all human health indicators. This work highlights the need for lower air pollution standards for the city of Athens and a wider climate change policy. Copyright © 2010 Inderscience Enterprises Ltd.