The nexus of financial development and economic growth across major Asian economies: Evidence from bootstrap ARDL testing and machine learning approach

JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

卷:372

Article

Wu, Cheng-Feng¹  Huang, Shian-Chang²  Chang, Tsangyao³  Chiou, Chei-Chang⁴  Hsueh, Hsin-Pei⁵ 

[1] Wuchang Univ Technol, Sch Business, Wuhan, Hubei, Peoples R China

[2] Natl Changhua Univ Educ, Dept Business Adm, Changhua, Taiwan

[3] Feng Chia Univ, Dept Finance, Taichung, Taiwan

[4] Natl Changhua Univ Educ, Dept Accounting, Changhua, Taiwan

[5] Hubei Univ Econ, Sch Finance, Wuhan, Hubei, Peoples R China

关键词: Private credit;    Economic growth;    Bootstrap ARDL;    Japan;    India;    China;   

DOI  :  10.1016/j.cam.2019.112660

来源: Elsevier

【 摘 要 】

The growth trajectory of China, Japan, and India shows their highly influential position in the economy in Asia and the world. A recently developed bootstrap autoregressive-distributed lag (ARDL) test with structural breaks is used to test for cointegration and causality across major Asian economies to investigate the relationship between financial development and economic growth during the period 1960-2016. Although a long-run cointegrating relationship between the time series of real GDP and private credit is insufficient to be detected by a more rigorous test and comprehensive inference, the results show the contingency of causality in the short term. For China, a bidirectional causality with positive supply lead and negative demand following. Positive feedback exists in Japan and India, respectively. In machine learning approach, iterative classifier optimizer with adaboost as iterative classifier performs better than other classifiers in prediction of economic status. The results support the government in Japan and India to keep its steps to regard financial development as an instrument to foster economic growth, and economic growth is considered as an engine to promote financial development for sustainability. The government of China may set proper regulations in the financial market. Additionally, the government may monitor the credit performance to state-owned enterprises and investigate the process of financial resource from input to output, in order to improve financial efficiency and thereby, robustly contribute to economic growth. The empirical analysis provides several policy and managerial implications for decision-makers at the macroeconomic and microeconomic levels. (C) 2019 Elsevier B.V. All rights reserved.

【 授权许可】

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