Economic Development highlights the growth and progression of every nation towards prosperity, and South Africa is not an exception to this phenomenon. Present article reviews economic progression in South Africa for last 25 years of time by applying systematic literature review and bibliometric analysis (1,241 articles) on Scopus extracted database (1994 to 2019; until 06 June). Inferences evidence significant work contributed by top universities, authors, funding sources, journals and citation statistics. Noticeably, implementation of a concept solely will not fetch real situation; however, a systematic review extends good to excellent understanding of the considered research agenda. Findings reveal the contradictory inter-connectivity of Cluster 1 Economic Inequality and Poverty, Cluster 2 Developing Country and Corruption and Cluster 6 Economic Development and Economic Policy. It is very important to understand that if a nation is facing economic inequality, corruption, and poverty; how it can achieve the status of economically developed nation. Identification of Cluster 3 Industrialization and Industry 4.0, Cluster 4 Unemployment and Entrepreneurship Education and Cluster 5 Sustainable Development and Economic Growth signifies scope of improvement. Conclusively, the researcher has proposed a conceptual model to address above stated concerns.