Title :
Spatial and economic impacts analysis of an emergency event
Author :
Wei Xie ; Ning Li ; Zhonghui Ji ; Jidong Wu
Author_Institution :
State Key Lab. of Earth Surface Processes & Resource Ecology, Beijing Normal Univ., Beijing, China
Abstract :
We simulated transmission path of an emergency event´s (taking an H1N1 epidemic as an example) impact on China´s economic system within the framework of a Social Accounting Matrix(SAM), opening `Black Box´ of the impact of public health incidents on economic system. Based on SAM, structural path analysis (SPA) is an appropriate method to simulate how demand changes transmit in the economic system. And the starting point of an H1N1 epidemic impacting the economic system just lies on demands of residents (for example, increase of medical expenditure; decrease of inbound, outbound tourism; decrease of leisure activity). We constructed a SAM which includes 49 endogenous accounts, 8 exogenous accounts to reflect Chinese economic characteristics. On the basis of multiplier decomposition and SPA, we analyzed which accounts were most influenced by the rise of demands for medical industry influenced directly by H1N1 and the reduction of demands for transportation, post, commerce, restaurant, and entertainment industry closely related to the `face to face´ communication. The results show that the increase of medical expenditure triggered the rise of demands for medical staff and pharmaceutical manufacturing in chemical industry; the reduction of the demands for industries closely related to `face to face´ communication mainly had an impact on employment, residents´ incomes, profit of enterprise and so on. From the simulation results of the SPA, the transmission path of restaurant industry´s demand for agricultural labor, the post´s demand for production labor and the entertainment´s demand for proficient labor only concentrate on dozens of paths in hundreds of thousands of transmission paths. The simulation methods help mining spatial and temporal character of economic data.
Keywords :
data mining; emergency management; epidemics; social sciences computing; socio-economic effects; China; Chinese economic characteristics; H1N1 epidemic; SAM; SPA; agricultural labor; chemical industry; economic data mining; economic impacts analysis; emergency event; entertainment industry; face-to-face communication; medical expenditure; medical staff; multiplier decomposition; pharmaceutical manufacturing; public health incidents; social accounting matrix; spatial impacts analysis; structural path analysis; transmission path; Social Accounting Matrix; Spatial Data Mining; Structural Path Analysis;
Conference_Titel :
Information Science and Service Science and Data Mining (ISSDM), 2012 6th International Conference on New Trends in
Conference_Location :
Taipei
Print_ISBN :
978-1-4673-0876-2