Growth Acceleration Determinants in East Asia and MENA: Empirical Evidence from Mixed Effect Models

Issam Djouadi, Ahmed Zakane, Okba Abdellaoui
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Abstract

This study is aimed at studying the main factors that determine the process of accelerating economic growth in countries located in East Asia, the Middle East and North Africa between 1996 and 2019. The sample of countries included: Algeria; Bahrain; China; Egypt, Arab Republic; Hong Kong; Indonesia; Iraq; Japan; Jordan; Korea, Republic of; Kuwait; Malaysia; Mauritania; Morocco; Philippines; Qatar; Saudi Arabia; Singapore; Sudan; Thailand; Tunisia; United Arab Emirates; Yemen. The research is based on the methodology of Haussmann, Pritchett and Rodrik (2005), according to which 3 criteria of accelerated economic growth are used: 1) to characterize the process of acceleration itself growth of GDP per capita by 2%; 2) to characterize cases of rapid growth – annual growth rates for eight years are more than 3.5%; 3) to characterize the achievement of sustainable acceleration GDP per capita is greater than the highest level after the onset of the acceleration phase. As the main determinants of accelerated economic growth, the characteristics of institutional quality (the rule of law, control of corruption and the quality of regulation), factors of accumulation (the share of gross accumulation of fixed capital in GDP and characteristics of human capital through the measurement of the duration of education and the profitability of education), the openness of trade ( share of trade to GDP) and natural resources (share of revenues from natural resources to GDP). The research was carried out using Probit, Logit and Tobit models. Logit and Probit modeling made it possible to assess the impact on the acceleration of economic growth: changes in human capital as insignificantly positive; trade openness – as a minor positive, changes in natural resources as a significant positive, increase in the share of investment in GDP – as the largest positive. An increase in institutional quality does not lead to an increase in the chances of the studied countries (the rule of law index has a slight positive effect, the corruption control index has a slight negative effect, the only positive effect that deserves attention concerns the regulation quality index). The results of Tobit modeling demonstrate a statistically significant positive impact of institutional quality, regulatory quality, rule of law, investment and natural resources on the acceleration of economic growth. Thus, the acceleration of economic growth observed in the countries of East Asia, the Middle East and North Africa is a direct result of successful policies aimed at improving institutional quality, promoting investment and harnessing the positive impact of natural resources.
东亚和中东及北非地区增长加速的决定因素:混合效应模型的经验证据
本研究旨在研究 1996 年至 2019 年间决定东亚、中东和北非国家经济加速增长进程的主要因素。样本国家包括阿尔及利亚、巴林、中国、埃及、阿拉伯共和国、香港、印度尼西亚、伊拉克、日本、约旦、大韩民国、科威特、马来西亚、毛里塔尼亚、摩洛哥、菲律宾、卡塔尔、沙特阿拉伯、新加坡、苏丹、泰国、突尼斯、阿拉伯联合酋长国、也门。本研究以 Haussmann、Pritchett 和 Rodrik(2005 年)的方法论为基础,根据该方法论,采用了 3 个加速经济增长的标准:1) 以人均 GDP 增长 2% 来描述加速过程本身;2) 以快速增长--8 年的年增长率超过 3.5%--来描述;3) 以人均 GDP 超过加速阶段开始后的最高水平来描述可持续加速的实现。作为经济加速增长的主要决定因素,包括制度质量特征(法治、腐败控制和监管质量)、积累因素(固定资本总积累占国内生产总值的份额,以及通过衡量教育持续时间和教育利润率得出的人力资本特征)、贸易开放度(贸易占国内生产总值的份额)和自然资源(自然资源收入占国内生产总值的份额)。研究采用了 Probit、Logit 和 Tobit 模型。通过 Logit 和 Probit 模型,可以评估对加快经济增长的影响:人力资本的变化是微不足道的正向影响;贸易开放度--是微小的正向影响;自然资源的变化是显著的正向影响;投资在国内生产总值中所占份额的增加--是最大的正向影响。制度质量的提高并不会增加所研究国家的机会(法治指数有轻微的积极影响,腐败控制指数有轻微的消极影响,唯一值得关注的积极影响涉及监管质量指数)。Tobit 模型的结果表明,在统计意义上,制度质量、监管质量、法治、投资和自然资源对加快经济增长具有显著的积极影响。因此,在东亚、中东和北非国家观察到的经济增长加速是旨在提高机构质量、促进投资和利用自然资源的积极影响的成功政策的直接结果。
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