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Opportunities for computer support for systematic reviewing - a gap analysis.

Linh HoangJodi Schneider
Published in: Transforming digital worlds : 13th International Conference, iConference 2018, Sheffield, UK, March 25-28, 2018, Proceedings. International Conference on Transforming Digital Worlds (13th : 2018 : Sheffield, England) (2018)
Systematic review is a type of literature review designed to synthesize all available evidence on a given question. Systematic reviews require significant time and effort, which has led to the continuing development of computer support. This paper seeks to identify the gaps and opportunities for computer support. By interviewing experienced systematic reviewers from diverse fields, we identify the technical problems and challenges reviewers face in conducting a systematic review and their current uses of computer support. We propose potential research directions for how computer support could help to speed the systematic review process while retaining or improving review quality.
Keyphrases
  • systematic review
  • deep learning
  • meta analyses
  • mental health
  • randomized controlled trial
  • machine learning
  • quality improvement
  • human health