Morbidity from respiratory diseases was studied in children living in the Orenburg Region. The high indicators of allergic diseases and the high rates of resident staphylococcal carriage were revealed among the children living in the highly air polluted areas. The informative parameters were defined, which permitted elaboration of a model for predicting the development of respiratory diseases in the children living in the technogenically polluted areas.