From Toil to Thought: Designing for Strategic Exploration and Responsible AI in Systematic Literature Reviews
Abstract
Systematic Literature Reviews (SLRs) are fundamental to scientific progress, yet the process is hindered by a fragmented tool ecosystem that imposes a high cognitive load. This friction suppresses the iterative, exploratory nature of scholarly work. To investigate these challenges, we conducted an exploratory design study with 20 experienced researchers. This study identified key friction points: 1) the high cognitive load of managing iterative query refinement across multiple databases, 2) the overwhelming scale and pace of publication of modern literature, and 3) the tension between automation and scholarly agency.
Fields of Study & Subjects
Meta-analysis and systematic reviews
scientometrics and bibliometrics research
Biomedical Text Mining and Ontologies
Publication details
- Journal / source
- Proceedings of the 31st International Conference on Intelligent User Interfaces
- Publisher
- ACM
- Pages
- 23–44
- Publication date
- 3 March 2026