DocumentCode
1697840
Title
An approach to exploring the effect of weather variations on chronic disease incidence rate and potential changes in future health systems
Author
Islam, Muhammad Saiful ; Chaussalet, Thierry ; Ozkan, Nazmiye ; Demir, Eren
Author_Institution
Health & Social Care Modelling Group, Univ. of Westminster, London, UK
fYear
2010
Firstpage
190
Lastpage
196
Abstract
The ecology and the environment of the world are changing due to the changing patterns of the meteorological factors. Scientific recognition confirms that such variation have already started affecting health and disease prevalence. In England, circulatory system and respiratory diseases are known to have high incidence and mortality rate, especially during the winter. This paper highlights the changing trends of incidence rate of chronic obstructive pulmonary disease (COPD) and some meteorological variables (monthly temperature and total rain) for a selected region (England North) for 1997 to 2004. Zero-inflated Poisson regression model was used to observe whether meteorological variables are significantly related to COPD admissions counts. This can be useful to better understand the factors associated with prevalence rates for specific disease categories. Our preliminary findings support the case for developing advanced methodologies to examine regional disparities in our healthcare system due to weather changes.
Keywords
diseases; health care; meteorology; regression analysis; stochastic processes; chronic disease incidence rate; chronic obstructive pulmonary disease; disease prevalence; future health systems; healthcare system; meteorological variables; scientific recognition; weather variations effect; winter; zero inflated Poisson regression model; Correlation; Diseases; Heating; Hospitals; Rain; Temperature distribution;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer-Based Medical Systems (CBMS), 2010 IEEE 23rd International Symposium on
Conference_Location
Perth, WA
ISSN
1063-7125
Print_ISBN
978-1-4244-9167-4
Type
conf
DOI
10.1109/CBMS.2010.6042639
Filename
6042639
Link To Document