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Micro-finance has a significant role in the better performance of micro, small and medium enterprises (MSMEs). This study aims to provide a comprehensive picture of the existing literature on the role of micro-finance and its approaches in MSMEs.

This work performs a bibliometric analysis using a data set of 631 articles collected from the Scopus database. The Bibliometrix R package and Vosviewer are used to conduct performance analysis and scientific mapping. Performance analysis shows the publication trend, key authors, journals and top influential articles. Science mapping through a bibliographic coupling network of documents is prepared to discover the intellectual structure of the field.

This review has identified the four major themes: access to finance and schemes, women empowerment and poverty alleviation, the performance of micro-finance institutions and recent development in micro-financial institutions. With the help of these research themes, the paper also highlights future research agendas.

This paper enriches the understanding of the role of micro-finance services in performance of entrepreneurship with the bibliometric review of top contributors.