This study aims to examine how financial structure, governance mechanisms and systematic market risk jointly influence market capitalization in Indonesian palm oil firms, with research and development (R&D) expenditures serving as a mediating mechanism and market beta as a moderating factor. Using quarterly panel data and partial least squares structural equation modeling (PLS-SEM), the research seeks to clarify whether debt policy, institutional ownership and fundamental performance create firm value directly or primarily through innovation investment, particularly under conditions of heightened market risk.
This study employs a quantitative associative research design using quarterly panel data from Indonesian palm oil companies listed on the Indonesia Stock Exchange over the period 2019–2024. A purposive sampling method is applied to select firms with complete and consistent financial disclosures. The relationships among debt policy, fundamental performance, institutional ownership, R&D expenditures, market risk (beta) and market capitalization are analyzed using PLS-SEM. R&D is modeled as a mediating variable, while market risk acts as a moderating variable to capture interaction effects under varying risk conditions.
The findings show that debt policy and institutional ownership significantly increase R&D expenditures, while fundamental performance (ROA) does not. Debt policy and market risk (beta) negatively affect market capitalization, whereas institutional ownership and R&D expenditures have a positive and significant impact. ROA has no direct effect on firm value but contributes to market capitalization fully through R&D, indicating that profitability is value-relevant only when translated into innovation. Moreover, market risk strengthens the positive relationship between R&D and market capitalization, highlighting that innovation becomes more critical for firm valuation under high-risk market conditions.
This study is limited to Indonesian palm oil firms and the 2019–2024 period, which may restrict the generalizability of the findings to other industries or countries. The analysis relies on secondary financial data, which may not fully capture qualitative aspects of innovation and governance. Despite these limitations, the results offer important implications for managers and investors by emphasizing R&D as a key channel of value creation, especially under high market risk. Policymakers are encouraged to support innovation-friendly financing and governance structures to enhance firm resilience and long-term market value.
The findings suggest that managers of Indonesian palm oil firms should prioritize R&D investment as a strategic tool for enhancing market value, particularly in volatile market conditions. Firms are encouraged to maintain prudent debt policies that support innovation without increasing excessive financial risk. Strengthening institutional ownership can improve governance quality and investor confidence, thereby raising market capitalization. For investors, R&D intensity and ownership structure provide more reliable valuation signals than short-term profitability. Regulators and policymakers should design frameworks that facilitate long-term innovation financing to improve competitiveness and resilience in resource-dependent industries.
The study highlights the social importance of innovation-driven strategies in the Indonesian palm oil industry, a sector closely linked to environmental sustainability, employment and rural livelihoods. Increased R&D investment can support more sustainable production practices, improved resource efficiency and reduced environmental impact, benefiting local communities and society at large. Strong institutional ownership may also encourage better corporate governance, transparency and social accountability. By emphasizing long-term value creation over short-term profitability, the findings support a development path that aligns economic growth with social and environmental responsibility in resource-dependent economies.
This study offers originality by integrating financial structure, governance mechanisms, innovation investment and systematic market risk into a single valuation framework tailored to Indonesian palm oil firms. Unlike prior studies that examine these factors in isolation, this research positions R&D as a mediating channel and market beta as a moderating factor in explaining market capitalization. The findings provide novel evidence that profitability contributes to firm value only through innovation and that market risk amplifies the value relevance of R&D. This integrated approach adds theoretical and empirical value to innovation finance and emerging-market valuation literature.
