The Incidence of International Trade on Italian Regional Productive Efficiency Performance - An Investigation of Technology Gaps

K. Kounetas, O. Napolitano
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Abstract

Although European Single Market (ESM) has been widely perceived as a model for regional integration, there continues to be considerable debate about the impact of this integration on the EU regions. Studies in this field have mainly investigated the convergence-divergence issue, while the effect of ESM on regional performance has attracted few empirical studies. The non-parametric metafrontier framework used in this study, as a first stage of analysis, is exploited to account for the heterogeneity between the Italian regions in the whole period and in two distinct time periods before and after EMU implementation. In a second stage, using a partial least squares model, the technology gaps estimated for each period have been regressed, investigating possible factors that may have affected regional performance. Our fndings reveal a signifcant improvement for the Italian regions since ESM implementation,a paradoxically unchanged behavior for efficiency performance in the Centre-North regions, and clear identifcation of specifically which regions performed better in terms of the technology gap. The inclusion of variables related to regional trade performance in the model indicates that trade balance is of major importance.
国际贸易对意大利区域生产效率绩效的影响——技术差距的调查
尽管欧洲单一市场(ESM)已被广泛认为是区域一体化的典范,但关于这种一体化对欧盟地区的影响仍存在相当大的争论。这一领域的研究主要针对的是收敛-发散问题,而ESM对区域绩效的影响鲜有实证研究。作为分析的第一阶段,本研究中使用的非参数元前沿框架被用来解释意大利各地区在整个时期以及在实施欧洲货币联盟之前和之后的两个不同时期之间的异质性。在第二阶段,使用偏最小二乘模型,对每个时期估计的技术差距进行回归,调查可能影响区域绩效的可能因素。我们的研究结果揭示了自ESM实施以来意大利地区的显著改善,中北部地区的效率表现自相矛盾地没有变化,并且明确确定了具体哪些地区在技术差距方面表现更好。在模型中加入与区域贸易绩效相关的变量表明,贸易平衡是非常重要的。
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