This paper explored the link between information literacy (IL) and other factors that enable or inhibit the utilisation of research evidence in policymaking in Zimbabwe. The study assumes that if policymakers possess appropriate IL skills to access, assess, synthesise, and apply research evidence, they will naturally use the evidence to inform their policy decisions. Face-to-face interviews with 26 policymakers -- technocrats selected from the Parliament of Zimbabwe and two ministries, Industry and Commerce, and Youth, Sport, and Recreation -- produced evidence to inform the findings and conclusions. Data synthesis using thematic content analysis confirmed the findings. The results show that while IL skills are critical in enabling policymakers' use of research evidence, multiple other factors also influence the use of research evidence in policymaking due to the complexity of the process. The political and socioeconomic context plays a profound role because of the intricate and nonlinear nature of the policymaking process. Therefore, enhancing evidence use in policymaking revolves around strengthening IL skills at the individual level, including institutional and the broader policy ecosystem, by acknowledging and leveraging personal and institutional relationships. This insight illuminates the need to reorient IL programmes to link them to these other factors.