Search Strategy Formulation for Systematic Reviews: issues, challenges and opportunities

12/17/2021
by   Andrew MacFarlane, et al.
0

Systematic literature reviews play a vital role in identifying the best available evidence for health and social care policy. The resources required to produce systematic reviews can be significant, and a key to the success of any review is the search strategy used to identify relevant literature. However, the methods used to construct search strategies can be complex, time consuming, resource intensive and error prone. In this review, we examine the state of the art in resolving complex structured information needs, focusing primarily on the healthcare context. We analyse the literature to identify key challenges and issues and explore appropriate solutions and workarounds. From this analysis we propose a way forward to facilitate trust and transparency and to aid explainability, reproducibility and replicability through a set of key design principles for tools to support the development of search strategies in systematic literature reviews.

READ FULL TEXT
research
09/15/2017

Crowdsourcing Paper Screening in Systematic Literature Reviews

Literature reviews allow scientists to stand on the shoulders of giants,...
research
05/19/2023

Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews

Medical systematic reviews are crucial for informing clinical decision m...
research
02/03/2023

Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search?

Systematic reviews are comprehensive reviews of the literature for a hig...
research
06/18/2019

Taxonomy-as-a-Service: How To Structure Your Related Work

Structuring related work is a daunting task encompassing literature revi...
research
07/22/2020

Complex Sequential Data Analysis: A Systematic Literature Review of Existing Algorithms

This paper provides a review of past approaches to the use of deep-learn...
research
04/21/2020

On the Performance of Hybrid Search Strategies for Systematic Literature Reviews in Software Engineering

Context: When conducting a Systematic Literature Review (SLR), researche...
research
03/01/2021

Enhancing the role of academic librarians in conducting scoping reviews

Information exposing, in conjunction with technological innovations and ...

Please sign up or login with your details

Forgot password? Click here to reset