Revisiting methods for estimating interregional input-output accounts: It's not just about trade flows

IF 5 2区 经济学 Q1 ECONOMICS
Ana Lúcia Marto Sargento , Michael L. Lahr , João Pedro Ferreira , Fernando de la Torre Cuevas
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Abstract

A basic underlying assumption in most of the research to date is that intermediate industry accounts of the economies in multiregional input-output (MRIO) tables exist and are accurate. In fact, if they exist at the subnational level, such accounts are, at best, roughly estimated and predicated on far less empirical information than is available for economies of nations. Moreover, intra-economy intermediate-industry flows are typically larger than the set of a region's commodity in- and out-flows. So, if intermediate industry flows in a set of MRIO accounts are noticeably mis-estimated, it follows that interregional trade coincidentally derived using them must be even more conspicuously in error.

We hypothesize as more information is used to estimate MRIO accounts, the better the estimates should be. We start our experiment by consolidating 2019 FIGARO accounts of the 27 member states of the European Union, while maintaining sectoral detail, to produce a “national account”. We then test several approaches to constructing MRIO tables. The approaches distribute interregional trade fully by receiving industry, as in FIGARO, as well as strictly in the form of a diagonalized matrix as if the commodity inflows are competitive imports. To do this, both a gravity model and RAS are applied to each approach. We then test to see how well the approaches estimate main features of FIGARO's MRIO accounts and detail a rather consistent ranking of the relative accuracy of them. We also find that the level of error inherent to the estimated MRIOs is markedly similar across approaches, particularly for multipliers. Further, relaxing interregional trade to a diagonalized matrix tends to add very little error. The approach that uses the least data is, however, markedly worse in replicating countries’ direct requirements matrices and Leontief inverses, which suggests its use in a more-limited set of applications.

重新审视地区间投入产出账户的估算方法:不仅仅是贸易流动
迄今为止,大多数研究的一个基本假设是,多区域投入产出表(MRIO)中各经济体的中间产业账户是存在的,而且是准确的。事实上,即使在国家以下一级存在中间产业账户,充其量也只是粗略估算,其所依据的经验信息远远少于国家经济的经验信息。此外,经济体内部的中间产业流动通常大于一个地区的商品进出流量。因此,如果一套 MRIO 账户中的中间产业流量被明显错误地估计了,那么巧合地使用这些账户得出的地区间贸易肯定会有更明显的误差。我们首先对欧盟 27 个成员国的 2019 年 FIGARO 账户进行合并,同时保留部门细节,以编制 "国民账户"。然后,我们测试了几种构建 MRIO 表格的方法。这些方法既可以像 FIGARO 那样完全按接收行业分配地区间贸易,也可以严格按照对角矩阵的形式分配,就像商品流入是竞争性进口一样。为此,每种方法都采用了引力模型和 RAS。然后,我们测试了这些方法对 FIGARO MRIO 账户主要特征的估计程度,并详细说明了它们相对准确性的一致排名。我们还发现,各种方法估算的 MRIO 固有误差水平明显相似,尤其是乘数。此外,将地区间贸易放宽到对角矩阵往往只会增加很少的误差。然而,使用数据最少的方法在复制各国直接需求矩阵和列昂尼夫倒数方面明显较差,这表明该方法的应用范围较为有限。
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来源期刊
CiteScore
9.60
自引率
4.90%
发文量
159
期刊介绍: Structural Change and Economic Dynamics publishes articles about theoretical, applied and methodological aspects of structural change in economic systems. The journal publishes work analysing dynamics and structural breaks in economic, technological, behavioural and institutional patterns.
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