Advancing research and development (R&D) aspects is one of the main approaches to deal with this critical issue in agricultural sectors. The purpose of this paper is to evaluate the instruments to comprehend the association between knowledge management, absorptive capacity, and innovation capability in Malaysia's agriculture R&D. Focusing on individual-level analysis, this study quantitatively assesses the validity and reliability of the instruments at the preliminary stage of before going into full-fledged research. Based on the content validity index (CVI), and pilot data value, the finalized instrument has been sufficiently analyzed to proceed into a larger-scale study.