欧洲地区不平等的未来:Box-Cox转换的ARMA过程趋势平滑(BATS)预测

IF 2.9 3区 经济学 Q1 DEVELOPMENT STUDIES
Hasan Engin Duran, Zeynep Elburz, Burcu Değerli Çifçi
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引用次数: 0

摘要

绝大多数关于区域经济不平等的实证研究只分析了过去的演变,而忽视了未来的发展轨迹。尽管没有办法精确地预测未来,但为了规划和制定当前的政策,阐明未来的趋势是值得的。目前的研究解决了以下问题;欧洲的区域趋同还会继续吗?哪些地区会更加繁荣?未来区域增长的决定因素是什么?我们的数据集涵盖了2000年至2022年期间属于28个欧洲国家的236个nut -2地区。在方法方面,我们使用了非线性预测技术BATS(“Box-Cox变换,ARMA误差,趋势和季节成分”)模型和空间德宾回归以及探索性地图和描述性统计。作为分析的结果,我们得到了几个显著的结果。首先,预计到2050年,地区不平等将扩大,这表明存在地区差异。第二,繁荣的空间极点可能发生重大变化。属于“地中海盆地”国家的大多数地区预计将保持相对落后,而许多东欧地区预计将繁荣起来。北欧和中欧地区可能保持其繁荣地位。第三,发现了未来增长模式的几个关键决定因素。似乎更年轻的人口结构、工业化和凝聚力政策(特别是中东欧地区)已成为未来增长业绩的关键因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

The Future of European Regional Inequalities: Box-Cox Transformed ARMA Process Trend Smoothing (BATS) Forecasting

The Future of European Regional Inequalities: Box-Cox Transformed ARMA Process Trend Smoothing (BATS) Forecasting

The vast majority of the empirical studies on regional economic inequalities has analyzed the past evolutions, while the future trajectories are often ignored. Despite, no methods exist to predict the future precisely, it is worthwhile to shed light on the prospective tendencies in order to plan and formulate the policies at the present time. The current study addresses the following questions; Will regional convergence continue in Europe? Which regions will become more prosperous? What are the future determinants of regional growth? Our dataset covers 236 NUTS-2 regions belonging to the 28 European Countries for the period 2000–2022. In terms of methodology, we use a nonlinear forecasting technique BATS (“Box-Cox Transformation, ARMA errors, Trend and Seasonal Components”) model and Spatial Durbin Regressions along with explorative maps and descriptive statistics. As an outcome of the analyses, we obtained several remarkable results. First, regional inequalities are expected to widen by 2050 indicating the evidence of regional divergence. Second, spatial poles of prosperity are likely to change substantially. Most of the regions belonging to the countries in the “Mediterranean Basin” are predicted to remain relatively backward while many Eastern European regions are expected to rise in prosperity. Northern and Central European regions are likely to keep their prosperous position. Third, several crucial determinants of future growth patterns are detected. It appeared that younger demographic profile, industrialization and cohesion policies (particularly for CEE regions) have become key factors of future growth performance.

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来源期刊
Growth and Change
Growth and Change Multiple-
CiteScore
6.40
自引率
3.10%
发文量
55
期刊介绍: Growth and Change is a broadly based forum for scholarly research on all aspects of urban and regional development and policy-making. Interdisciplinary in scope, the journal publishes both empirical and theoretical contributions from economics, geography, public finance, urban and regional planning, agricultural economics, public policy, and related fields. These include full-length research articles, Perspectives (contemporary assessments and views on significant issues in urban and regional development) as well as critical book reviews.
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