Learning on the job: using Artificial Intelligence to support rapid review methods

Authors

DOI:

https://doi.org/10.5195/jmla.2024.1868

Keywords:

public health, rapid review, Artificial Intelligence

Abstract

The National Collaborating Centre for Methods and Tools’ (NCCMT) Rapid Evidence Service conducts rapid reviews on priority questions to respond to the needs of public health decision-makers. Given the vast quantity of literature available, a key challenge of conducting rapid evidence syntheses is the time and effort required to manually screen large search results sets to identify and include all studies relevant to the research question within an accelerated timeline. To overcome this challenge, the NCCMT investigated the integration of artificial intelligence (AI) technologies into the title and abstract screening stage of the rapid review process to expedite the identification of studies relevant to the research question. 

The NCCMT is funded by the Public Health Agenda of Canada and affiliated with McMaster University.

Author Biographies

Kristin Rogers, National Collaborating Centre for Methods and Tools

Research Coordinator IV, National Collaborating Centre for Methods and Tools, School of Nursing, McMaster University, Suite 210A – 175 Longwood Rd S., Hamilton, ON, Canada, L8P 0A1

Leah Hagerman, National Collaborating Centre for Methods and Tools

Research Coordinator, National Collaborating Centre for Methods and Tools, McMaster University, Suite 210A – 175 Longwood Rd S., Hamilton, ON, Canada, L8P 0A1 

Sarah Neil-Sztramko, McMaster University

Assistant Professor, Health Research Methods, Evidence & Impact, McMaster University, 1280 Main St W, Hamilton, ON, Canada, L8S 4L8

Maureen Dobbins, National Collaborating Centre for Methods and Tools

Professor, Scientific Director, National Collaborating Centre for Methods and Tools, School of Nursing, McMaster University, Suite 210A – 175 Longwood Rd S., Hamilton, ON, Canada, L8P 0A1

References

National Collaborating Centre for Methods and Tools. Rapid Evidence Service, Suite 210A – 175 Longwood Rd S., Hamilton, ON, Canada, L8P 0A1; https://www.nccmt.ca/rapid-evidence-service; free.

DistillerSR. DistillerSR: Literature Review Software, Suite 450 - 505 March Rd, Ottawa, ON, Canada, K2K 3A4; https://www.distillersr.com/; contact vendor for pricing.

Downloads

Published

2024-05-22

Issue

Section

Virtual Project