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Published on in Vol 18 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/80824, first published .
Comparison of Artificial Intelligence Tools With Human Coding for Sentiment, Topic, and Thematic Analysis Tasks of Public Health Datasets During the COVID-19 Pandemic in Australia: Case Study

Comparison of Artificial Intelligence Tools With Human Coding for Sentiment, Topic, and Thematic Analysis Tasks of Public Health Datasets During the COVID-19 Pandemic in Australia: Case Study

Comparison of Artificial Intelligence Tools With Human Coding for Sentiment, Topic, and Thematic Analysis Tasks of Public Health Datasets During the COVID-19 Pandemic in Australia: Case Study

Danielle Hutchinson   1 , PhD ;   Lauren Lee   1 , MD ;   Haley Stone   1 , PhD ;   Aye Moa   1 , PhD ;   Holly Seale   2 , PhD ;   C Raina MacIntyre   1 , PhD

1 Biosecurity Program, Kirby Institute, Faculty of Medicine and Health, UNSW Sydney, Sydney, Australia

2 School of Population Health, Faculty of Medicine and Health, UNSW Sydney, Sydney, Australia

Corresponding Author:

  • Danielle Hutchinson, PhD
  • Biosecurity Program, Kirby Institute
  • Faculty of Medicine and Health, UNSW Sydney
  • Wallace Wurth Building
  • Sydney 2052
  • Australia
  • Email: dani.hutchinson@protonmail.com