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

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dc.citation.issue3
dc.citation.volume28
dc.contributor.authorDao TTT
dc.contributor.authorMai XTT
dc.contributor.authorNgo T
dc.contributor.authorLe T
dc.contributor.authorHo H
dc.date.accessioned2024-02-23T02:15:24Z
dc.date.accessioned2024-07-25T06:40:02Z
dc.date.available2021-09-25
dc.date.available2024-02-23T02:15:24Z
dc.date.available2024-07-25T06:40:02Z
dc.date.issued2021-09-25
dc.description.abstractThis 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.
dc.description.confidentialfalse
dc.format.pagination457-470
dc.identifier.citationDao TTT, Mai XTT, Ngo T, Le T, Ho H. (2021). From Efficiency Analyses to Policy Implications: a Multilevel Hierarchical Linear Model Approach. International Journal of the Economics of Business. 28. 3. (pp. 457-470).
dc.identifier.doi10.1080/13571516.2021.1981750
dc.identifier.eissn1466-1829
dc.identifier.elements-typejournal-article
dc.identifier.issn1357-1516
dc.identifier.urihttps://mro.massey.ac.nz/handle/10179/70645
dc.languageEnglish
dc.publisherTaylor and Francis Group
dc.publisher.urihttps://www.tandfonline.com/doi/full/10.1080/13571516.2021.198175
dc.relation.isPartOfInternational Journal of the Economics of Business
dc.subjectEfficiency
dc.subjecthierarchical linear modelling (HLM)
dc.subjectVietnam
dc.subjectmanufacturing
dc.titleFrom Efficiency Analyses to Policy Implications: a Multilevel Hierarchical Linear Model Approach
dc.typeJournal article
pubs.elements-id448946
pubs.organisational-groupOther
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