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dc.creatorTsionas M.G., Tzeremes N.G.en
dc.date.accessioned2023-01-31T10:15:11Z
dc.date.available2023-01-31T10:15:11Z
dc.date.issued2022
dc.identifier10.1111/1467-8551.12560
dc.identifier.issn10453172
dc.identifier.urihttp://hdl.handle.net/11615/80002
dc.description.abstractThis paper examines whether the S-shaped and M-shaped hypotheses explain the internalization firm's productivity relationship. The internationalization–performance (I–P) literature uses accounting-based performance indicators in order to examine such a relationship. In contrast to the mainstream literature, productivity and its components (efficiency and technical change) are used as a firm's performance measures. Utilizing a semi-parametric model based on artificial neural network techniques, accounting for potential heterogeneity, firms’ productivity, efficiency and technical change levels are estimated. The innovative methodological framework is applied in a sample of large, experienced non-financial firms over the period 1992–2019. The empirical evidence suggests that firms’ internationalization in relation to their productivity and efficiency levels exhibits an inverted U-shaped relationship. This finding corresponds to the last two stages of the S-shaped and M-shaped hypotheses. Furthermore, the evidence suggests that internationalization has a positive nonlinear effect on firms’ innovation capacity (technical change). Overall, the empirical findings from data-driven techniques applied, support the view that the effect of internationalization on firms’ productivity levels is asymmetric. © 2021 British Academy of Management and Wiley Periodicals LLC.en
dc.language.isoenen
dc.sourceBritish Journal of Managementen
dc.source.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85118294657&doi=10.1111%2f1467-8551.12560&partnerID=40&md5=09aabd9e206235aaec5acd25a6d48fee
dc.subjectJohn Wiley and Sons Incen
dc.titleThe Degree of Internationalization and Firm Productivity: Empirical Evidence from Large Multinationalsen
dc.typejournalArticleen


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