Interpreting the dynamic performance effect of intellectual capital through a value-added-based perspective

Ting, Irene Wei Kiong
Ren, Chunya
Chen, Fu-Chiang
Kweh, Qian Long
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Emerald Group Publishing Ltd.
Purpose: The question of whether intellectual capital (IC) is beneficial to firm performance is debatable because of the diverse effects of IC and its components on firm performance. Building on the concept of pay–performance relation, this study aims to provide new insights into how changes in IC affect changes in firm performance. Design/methodology/approach: Data envelopment analysis is employed to measure firm performance, and value-added intellectual coefficient (VAIC™) is selected to evaluate the IC and its components, namely human capital efficiency (HCE), structural capital efficiency (SCE), and capital employed efficiency (CEE). Ordinary least squares regression is applied to study the relationship between changes in IC and changes in firm performance using 6,408 firm-year observations of electronics companies listed in Taiwan from 2006 to 2017. Findings: Empirical results suggest that IC efficiency and CEE significantly and negatively affect firm performance, thereby suggesting a contradictory common sense with the resource-based view on the beneficial effects of IC. However, changes in IC efficiency and HCE are significantly and positively related to changes in firm performance, including changes in firm efficiency and sales growth. Practical implications: This study suggests that managers should continuously pay attention to adjusting their IC, especially human capital (HC) for better decisions that help grow firm performance. Moreover, investors can grasp how sensitive firm performance is to IC. Originality/value: This study argues the relationship between IC and firm performance in the same vein as a pay-for-performance link, suggesting that future studies should account for increases or decreases in IC. © 2020, Emerald Publishing Limited.
This article is not available at CUD collection. The version of scholarly record of this Article is published in Journal of Intellectual Capital (2020), available online at:
Data envelopment analysis, Firm performance, Intellectual capital, Pay–performance relation, VAIC
Ting, I., Ren, C., Chen, F. and Kweh, Q. (2020). Interpreting the dynamic performance effect of intellectual capital through a value-added-based perspective. Journal of Intellectual Capital, Vol. ahead-of-print No. ahead-of-print.