Diminishing marginal returns from R&D investment : evidence from manufacturing firms

Robert Faff, Yew-Kee Ho, Weiling Lin, Chee-Meng Yap

    Research output: Contribution to journalArticlepeer-review

    26 Citations (Scopus)

    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.
    Original languageEnglish
    Pages (from-to)611-622
    Number of pages12
    JournalApplied Economics
    Volume45
    Issue number5
    DOIs
    Publication statusPublished - 2013

    Keywords

    • financial leverage
    • manufacturing industries
    • research
    • risk assessment
    • structural equation modeling

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