title: The weather watch/warning system for stroke and asthma in South Korea.
abstract: Weather watch/warning systems have been established for human health outcomes. Our study aims to develop and demonstrate a weather watch/warning system for asthma and stroke within the whole of South Korea, using a stratified regression approach. We converted claim-based health insurance data covering almost all medical claims for the only health insurance system in Korea for asthma and stroke from 1996-2003 into personalized disease episode data, and combined them with meteorological data. We utilized a step-wise regression method using factors extracted from the meteorological data to develop stratified models for six (stroke) and nine (asthma) regional and day-of-week strata. Validation studies showed that the actual number of hospitalizations in 2003 increased according to the three-leveled predictions (levels I, II, and III) from the model based on the 1996-2002 data. This system is accessible via the internet (http://industry.kma.go.kr/APP/sub_APP15_H01.htm) at the Korean Meteorological Administration website.
authors: Korean Health Insurance Review Agency, Seoul, Korea.
authors: Jaiyong
authors: J
authors: Kim
authors: Jong-Sik
authors: JS
authors: Ha
authors: Sangil
authors: S
authors: Jun
authors: Tae-Sun
authors: TS
authors: Park
authors: Ho
authors: H
authors: Kim
mesh_terms: D001249:Asthma / Q000453:epidemiology* / Q000517:prevention & control; D005544:Forecasting; D006760:Hospitalization / Q000706:statistics & numerical data; D006801:Humans; D033181:Information Dissemination; D007723:Korea / Q000453:epidemiology; D012044:Regression Analysis; D012307:Risk Factors; D020521:Stroke / Q000453:epidemiology* / Q000517:prevention & control; D014887:Weather