Despite growing awareness of predatory publishing and research on its market characteristics, the defining attributes of fraudulent journals remain controversial. The authors aimed to develop a better understanding of quality criteria for scholarly journals by analysing journals and publishers indexed in blacklists of predatory journals and whitelists of legitimate journals and the lists’ inclusion criteria.