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Purpose The purpose of this study is to empirically assess the relationship between the dimensions of creditworthiness and access to finance of small and medium-sized enterprises (SMEs) in Malaysia, with creditworthiness as the mediating variable. The lack of empirical research on the relationship between creditworthiness and access to finance forms the motivation of this study. Design/methodology/approach Questionnaires covering various characteristics of the firms, their access to finance and creditworthiness were distributed to a total of 456 SMEs in the Kuala Lumpur and Selangor region for this purpose. A total of 158 responses were returned, of which 145 were usable responses and the relationships are tested using SEM-PLS. Findings This study finds that an SME and its owner’s character have significant influences on access to finance. An SME’s condition and its ability to provide high quality collateral are found to be highly significant in influencing its access to finance. Capacity is significant but its significance is low, while capital is insignificant. Creditworthiness has a significant positive influence on access to finance. Originality/value This study contributes to the important yet under-researched issue of access to finance for SMEs. It highlights the issue of character of applicant as an important dimension of creditworthiness that can significantly influence access to finance for SMEs.