The extractive industry gets huge international consideration because of the way they discharge their ecological and social obligations. Despite the fact that mining sector ventures have numerous points of interest, wrong mining operations have prompted emotional environment and resources exhaustion. To accomplish a parity of such operations, sustainable programs are an absolute necessity and ought to be trailed by the business. Of the different feasible practices, CSR (Corporate Social Responsibility) has picked up conspicuousness as of late. The developed nations, CSR is at a propelled level, yet in emerging economies particularly in Africa, CSR is in a preparatory stage, because of both known and obscure reasons. This study researches drivers for CSR usage in the mining business in Ghana, a developing country in Africa. A few studies concentrated on CSR issues however were constrained to industrial points of view without considering multi-partners. This paper endeavors to bridge the gap by dissecting CSR drivers from the viewpoints of numerous stakeholders, including media, government and social organizations. The researchers propose a model system, showed with a contextual investigation from a Ghana Investments Promotion Center (GIPC). In light of these findings, businesses can build their chances of honing quality CSR in modern business behaviors. This research augments the extent of this issue through changing multi-criteria decision making (MCDM) apparatuses and distinctive situations, for example, dim, fluffy, and different methodologies. The extra drivers can likewise be accepted with statistical interpretations.