%0 Journal Article
%T Novel measurement of spreading pattern of influenza epidemic by using weighted standard distance method: retrospective spatial statistical study of influenza, Japan, 1999¨C2009
%A Yugo Shobugawa
%A Seth A Wiafe
%A Reiko Saito
%A Tsubasa Suzuki
%A Shinako Inaida
%A Kiyosu Taniguchi
%A Hiroshi Suzuki
%J International Journal of Health Geographics
%D 2012
%I BioMed Central
%R 10.1186/1476-072x-11-20
%X We demonstrated that the weekly WSD value or the measure of spatial compactness of the distribution of reported influenza cases, decreased to its lowest value before each epidemic peak in nine out of ten seasons analyzed. The duration between the lowest WSD week and the peak week of influenza cases ranged from minus one week to twenty weeks. The duration showed significant negative association with the proportion of influenza A/H3N2 cases in early phase of each outbreak (correlation coefficient was £¿0.75, P£¿=£¿0.012) and significant positive association with the proportion of influenza B cases in the early phase (correlation coefficient was 0.64, P£¿=£¿0.045), but positively correlated with the proportion of influenza A/H1N1 strain cases (statistically not significant). It is assumed that the lowest WSD values just before influenza peaks are due to local outbreak which results in small standard distance values. As influenza cases disperse nationwide and an epidemic reaches its peak, WSD value changed to be a progressively increasing.The spatial distribution of nationwide influenza outbreak was measured by using a novel WSD method. We showed that spreading rate varied by type and subtypes of influenza virus using WSD as a spatial indicator. This study is the first to show a relationship between influenza epidemic trend by type/subtype and spatial distribution of influenza nationwide in Japan.
%K Weighted standard distance
%K Influenza
%K Spatial compactness
%U http://www.ij-healthgeographics.com/content/11/1/20/abstract