ICT行业与经济增长的长期关系分析:来自东盟国家的证据

C. Chaiboonsri, S. Wannapan, G. Cerulli
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引用次数: 0

摘要

本文旨在研究东盟国家信息通信技术(ict)部门与经济扩张率之间的因果面板关系。方法上,采用2006 - 2016年面板时间序列数据估计面板格兰杰因果检验。针对面板因果分析中滞后选择的技术问题,应用牛顿优化法的计算统计方法来验证合适的滞后选择。实证结果发现,信息通信技术并不是东盟经济增长的主要诱因。自回归分布滞后(ARDL)协整方法的扩展部分证实了这一点,该方法是基于贝叶斯统计结合马尔可夫链蒙特卡罗(MCMC)模拟方法。结果显示,泰国是东盟八个选定国家中唯一一个ict与GDP之间存在长期关系的国家。由此可以得出结论,信息通信技术部门在推动东盟经济增长方面是不可持续的。为了解决这个问题,公平的教育制度和先进的基础设施发展是应该共同执行的首要任务。
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An analysis of long-run relationship between ICT sectors and economic growth: evidence from ASEAN countries
This paper is proposed to investigate the causal panel relationship between information and communication technologies (ICTs) segments and economic expansionary rates in ASEAN countries. Methodologically, the panel time-series data observed during 2006 to 2016 is employed to estimate the panel Granger causality test. According to the technical problem of lag selection for the panel causal analysis, the computationally statistical approach called Newton's optimisation method is helpfully applied to verify the suitable lag selection. The empirical results found that ICTs are not the major factor that causally motivates economic growth in ASEAN. This is confirmed by the extended section of the autoregressive distributed lag (ARDL) co-integration approach, which is based on Bayesian statistics combining with the simulation method called Markov chain Monte Carlo (MCMC). The results state Thailand is the only one among eight selected countries in ASEAN contained the long-run relationship between ICTs and GDP. This can be strongly concluded that the ICT sectors are not sustainable for driving economic growth in ASEAN. To address the issue, equitable educational systems and advanced infrastructural developments are the primary that should be corporately implemented.
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来源期刊
CiteScore
0.60
自引率
0.00%
发文量
26
期刊介绍: IJCEE explores the intersection of economics, econometrics and computation. It investigates the application of recent computational techniques to all branches of economic modelling, both theoretical and empirical. IJCEE aims at an international and multidisciplinary standing, promoting rigorous quantitative examination of relevant economic issues and policy analyses. The journal''s research areas include computational economic modelling, computational econometrics and statistics and simulation methods. It is an internationally competitive, peer-reviewed journal dedicated to stimulating discussion at the forefront of economic and econometric research. Topics covered include: -Computational Economics: Computational techniques applied to economic problems and policies, Agent-based modelling, Control and game theory, General equilibrium models, Optimisation methods, Economic dynamics, Software development and implementation, -Econometrics: Applied micro and macro econometrics, Monte Carlo simulation, Robustness and sensitivity analysis, Bayesian econometrics, Time series analysis and forecasting techniques, Operational research methods with applications to economics, Software development and implementation.
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