From Efficiency Analyses to Policy Implications: a Multilevel Hierarchical Linear Model Approach

T. Dao, X. Mai, Thanh Ngo, Tu D. Q. Le, Huong Ho
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引用次数: 4

Abstract

Abstract This paper examines the key factors that influenced the cost efficiency of 7,633 Vietnamese manufacturing firms during 2010–2016 via a hierarchical linear modelling (HLM) approach. The main reason for using HLM in this case is that observations in the same group may not be independent from each other (e.g. firms operate within the same city), and some variables may not vary across those observations. Although most of the findings are consistent with previous studies, the statistical power of our HLM model is higher than that of the traditional single-level analysis, suggesting that HLM can provide better analytical insights. The results further indicate a case for cities or provinces pursuing different policies aimed at improving the performance of their local firms.
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从效率分析到政策影响:多层次层次线性模型方法
摘要本文通过层次线性模型(HLM)方法研究了2010-2016年期间影响7633家越南制造企业成本效率的关键因素。在这种情况下使用HLM的主要原因是,同一组中的观察结果可能不是相互独立的(例如,公司在同一城市运营),并且一些变量可能不会在这些观察结果中变化。虽然大部分研究结果与以往的研究结果一致,但我们的HLM模型的统计能力高于传统的单水平分析,表明HLM可以提供更好的分析见解。结果进一步表明,城市或省份采取不同的政策,旨在提高本地企业的业绩。
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来源期刊
CiteScore
2.60
自引率
8.30%
发文量
9
期刊介绍: International Journal of the Economics of Business presents original, peer reviewed research in economics that is clearly applicable to business or related public policy problems or issues. The term "business" is used in its widest sense to encompass both public and private sector—governmental, private non-profit and cooperative organizations, as well as profit-seeking enterprises. International Journal of the Economics of Business carries papers relating to three main spheres: The organization—to analyse and aid decision making and the internal organization of the business; The industry—to analyse how businesses interact and evolve within and across industries.
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