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|Title:||Diminishing marginal returns from R&D investment: Evidence from manufacturing firms|
Structural equation model
|Source:||Faff, R., Ho, Y.-K., Lin, W., Yap, C.-M. (2013-02). Diminishing marginal returns from R&D investment: Evidence from manufacturing firms. Applied Economics 45 (5) : 611-622. ScholarBank@NUS Repository. https://doi.org/10.1080/00036846.2011.608644|
|Abstract:||This study analyses the association between R&D Investment (RDI) and growth opportunities and show that there exists diminishing marginal returns in manufacturing firms. Extant literature has found that besides R&D investment, systematic risk, financial leverage and complementary asset investment are also associated with growth opportunities. Accordingly, we employ structural equation modelling to simultaneously estimate both a direct influence of RDI as well as indirect influences of RDI on growth opportunities via these three mediating effects. We find that the direct effect of incremental RDI on growth opportunities is independent of R&D intensity. Instead, the heterogeneous effects of RDI on systematic risk, financial leverage and complementary asset investment across firms with different R&D intensity level accounts for the diminishing marginal returns to R&D investment. We specifically observe that the greatest indirect effect is via the financial leverage of the firm. This study shows the importance of accounting for the interdependencies in R&D investment. © 2011 Copyright Taylor and Francis Group, LLC.|
|Source Title:||Applied Economics|
|Appears in Collections:||Staff Publications|
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