“…The factors that determine the retirement savings of self-employed persons are examined much less frequently than in the case of households (Ramnath et al, 2017;Parker et al, 2007;Bednarczyk et al, 2021). Here, as well, the basic category of factors which in empirical research turned out to be statistically significant for retirement savings were demographic factors, such as: age, family status, place of residence of the selfemployed (DeVaney et al, 1997;DeVaney et al, 1998;Szczygieł et al, 2018;Krupa et al, 2016).…”