Analysis of factors evident in the relation between railways and the incidence of dysentery using linear regression. Issue 1 (1st January 2019)

• Record Type: Journal Article
• Authors: Yang, Tianyu; Cao, Chunxiang; Guo, Jianhong; Xu, Min; Tian, Haijing
• Is Part Of: Geomatics, natural hazards & risk. Volume 10:Issue 1(2019)
• Page Start: 1459
• Page End: 1474
• Publication Date: 2019-01-01
• Subjects: Incidence of dysentery -- railways -- meteorological and social factors -- linear regression -- principal component analysis; Geomatics -- Periodicals; Geomatics; Periodicals; 526.905
• DOI: 10.1080/19475705.2018.1548382
• Languages: English
• ISSNs: 1947-5705

Abstract

Abstract: Dysentery is a major infectious diseases that affects public health and the quality of life in Jiangsu Province. Since the development of the railways, the incidence of dysentery in the general population living near railway lines has increased. This research investigates the relationship between the geographical distribution of the railways and the incidence of dysentery in Jiangsu Province, and suggests a method for predicting dysentery in such areas. We used previously published literature, statistics, and known physiological properties of Shigella to analyse bacterial dysentery data for Jiangsu Province for the period from 2001 to 2012. The results indicate that railways could be indicative of the transmission of dysentery. Analysis of the incidence of dysentery in relation to the distribution of the railways using linear regression found that the incidence of dysentery in Jiangsu Province for 2001–2012 was linearly related to the buffer distance from the particular railway line. Furthermore, both regression parameters were affected by meteorological parameters, and the railway site was linearly related to the incidence of dysentery in cities along the railway.