Original Research
The mediating effects of research and development and advertising expenditures on the relationship between free cash flow and sales: A dynamic perspective
Submitted: 10 February 2025 | Published: 11 February 2026
About the author(s)
Jo-Han Cheng, Institute of Business and Management, College of Management, National Yang Ming Chiao Tung University, Taipei, TaiwanCherng G. Ding, Institute of Business and Management, College of Management, National Yang Ming Chiao Tung University, Taipei, Taiwan
Yen-Wei Chang, Institute of Business and Management, College of Management, National Yang Ming Chiao Tung University, Taipei, Taiwan
Yuan-Yuan Chan, Graduate Institute of Business Administration, College of Management, National Taiwan University, Taipei, Taiwan
Abstract
Purpose: The purpose of this study is to discuss the mediating effects of research and development (R&D) and advertising expenditures on the relationship between free cash flow (FCF) and sales from a dynamic perspective.
Design/methodology/approach: Drawing upon the resource-based and knowledge-based views, we propose a dynamic model, in which FCF change positively affects R&D expenditure change and advertising expenditure change, which in turn positively affect sales change, and the effect of FCF change on R&D expenditure change is moderated by industry type (high-tech vs. non-high-tech). To test for the dynamic mediating effects, we use a two-step approach that incorporates growth modelling and structural equation modelling, utilising longitudinal financial data.
Findings/results: Research and development and advertising expenditure changes mediate the relationship between prior FCF change and subsequent sales change, with R&D expenditure change having a stronger dynamic mediating effect for high-tech firms.
Practical implications: As FCF increases, managers should allocate a proportionate share of the incremental resources to R&D and advertising. High-tech firms should be particularly attentive to the need for allocation to R&D. Short-term gains should not come at the expense of long-term value creation. Businesses should establish mechanisms for continuous monitoring and adaptation.
Originality/value: The results spotlight the mechanism of dynamic mediation of R&D and advertising expenditures on the relationship between FCF and sales and the moderating role of industry type on the dynamic mediation of R&D expenditures. This study enhances our understanding of dynamic mediation in the context of strategic investments.
Keywords
JEL Codes
Sustainable Development Goal
Metrics
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