“…In this regard, the automation of some activities, an improvement in human resources management and superior monitoring of various production units improved the implementation of digital solutions, enhanced the efficiency of the company, reduced costs and, consequently, increased firm financial performance (Salvi et al , 2021). Finally, the last mechanism is represented by the possibility of cutting administrative, communication and commercial costs, and the possibility of accessing financing thanks to the implementation of digital solutions (Bellakhal and Mouelhi, 2020). Although the positive effect of digitalization on firm performance is evident, the nature of this effect remains unclear and requires further investigation by researchers (Kohtamäki et al , 2019).…”