2021
DOI: 10.1111/1467-8551.12560
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The Degree of Internationalization and Firm Productivity: Empirical Evidence from Large Multinationals

Abstract: This 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 p… Show more

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Cited by 10 publications
(4 citation statements)
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References 131 publications
(238 reference statements)
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“…We also estimate productivity based on firms' production function using both semi‐parametric and non‐parametric frameworks. These frameworks are commonly used in the finance and operational research literature (e.g., Chen et al, 2018; Tian & Twite, 2011; Tsionas & Tzeremes, 2021; Tzeremes, 2020).…”
Section: Resultsmentioning
confidence: 99%
“…We also estimate productivity based on firms' production function using both semi‐parametric and non‐parametric frameworks. These frameworks are commonly used in the finance and operational research literature (e.g., Chen et al, 2018; Tian & Twite, 2011; Tsionas & Tzeremes, 2021; Tzeremes, 2020).…”
Section: Resultsmentioning
confidence: 99%
“…Traditionally, the relationship between advertising and firm performance has been studied primarily based on financial performance measures (Acar & Temiz, 2017; Mulchandani et al, 2019; Mullineaux & Pyles, 2010). However, these studies often overlook the important mediating effects on firm processes and organizational outcomes (Tsionas & Tzeremes, 2022). This study adopts a specific methodological framework to shed light on the advertising‐bank performance relationship and emphasizes the need for further exploration in this area.…”
Section: Discussionmentioning
confidence: 99%
“…Zhang et al (2015) have emphasized the fact that operational performance leads to financial performance. Along similar lines, Tsikriktsis (2007) provides evidence that operational performance increases firm's profitability levels, whereas, Tsionas and Tzeremes (2022) assert that operational performance acts as a mediator between financial performance and firms' strategy. During the mid‐90s, marketing science literature acknowledged the main attributes of the measurement of firms' operational performance, especially its use for benchmark analysis (Horsky & Nelson, 1996).…”
Section: Introductionmentioning
confidence: 99%
“…However, given that OP and LP arguably suffer from functional dependence problems, we focus upon the more recent ACF measures, only reporting OP and LP in Appendix A as a robustness check. 8 For further discussion of the various TFP measures, see Gandhi, Navarro, Rivers (2020), Tsionas and Mallick (2019), Tsionas and Tzeremes (2022) and Bournakis and Mallick (2018). Gandhi, Navarro and Rivers (2020) is the latest approach on TFP, which remains similar to ACF in addressing the endogeneity of the input variables.…”
Section: Data and Measuresmentioning
confidence: 99%