Title :
A data-driven approach for building macroeconomic decision support system
Author :
Xiaoguang Yang ; Jianhua Cheng
Author_Institution :
MADIS, Chinese Acad. of Sci., Beijing, China
Abstract :
More and more economic and financial data have been collected by the governmental departments in China since China started its “socialist market economy” in late 1980s. These government departments, in particular the departments in charge of economic development, pay a great attention to the economic information in their decision-making. There is an urgent demand for efficient decision support systems in macroeconomic decision-making. In this paper we present a data-driven approach for building macroeconomic decision support system. We first give a comprehensive discussion about the basic elements and their data-processing methods for Macroeconomic Decision Support Systems according to China´s situation. These elements include: leading indicator system about business cycle, state identification of economic movement, forecasting of economic trend, promotion of successful cases, choice of regulation instruments, evaluation method of macroeconomic policies. Based on the discussion, we put forward to a general structure of macroeconomic decision support system. Premier implementation shows that the structure can not only satisfy the governmental departments´ demand fairly, but also reflect the future trend.
Keywords :
decision making; decision support systems; economic forecasting; economic indicators; financial data processing; macroeconomics; systems analysis; China; business cycle; data driven approach; data processing method; decision making; economic data; economic development; economic movement; economic trend; financial data; governmental department; leading indicator system; macroeconomic policy; regulation instrument; socialist market economy; Biological system modeling; Computational modeling; Decision support systems; Lead; Mathematical model; Microeconomics; Monitoring; Data-driver approach; Decision support system; System architecture design;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5641732