This paper aims at investigating the relationship between firms' profit efficiency, access to finance and innovation … efficiency in order to increase profitability. Among firms that have embarked in product innovation, those in the industry and … help to better understand the link between innovation, financial constraints and efficiency, which goes beyond the idea …