This paper is in the following e-collection/theme issue:

Public (e)Health, Digital Epidemiology and Public Health Informatics (1083) Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (1022) Breast Cancer (307)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/78439, first published .
Breast Cancer Screening Knowledge and Sentiments in Singaporean Women: Mixed Methods Study Using Topic Modeling, Sentiment Analysis, and Structured Questionnaire Data

Breast Cancer Screening Knowledge and Sentiments in Singaporean Women: Mixed Methods Study Using Topic Modeling, Sentiment Analysis, and Structured Questionnaire Data

Breast Cancer Screening Knowledge and Sentiments in Singaporean Women: Mixed Methods Study Using Topic Modeling, Sentiment Analysis, and Structured Questionnaire Data

Authors of this article:

Peh Joo Ho1, 2, 3 Author Orcid Image ;   Zi Lin Lim3 Author Orcid Image ;   Jenny Liu1, 4 Author Orcid Image ;   Nur Khaliesah Mohamed Riza1, 5 Author Orcid Image ;   Ying Jia Chew5 Author Orcid Image ;   Yi Ying Lim1 Author Orcid Image ;   Hui Ling Tan4 Author Orcid Image ;   Su-Ann Goh2 Author Orcid Image ;   Han Boon Oh4, 6 Author Orcid Image ;   Chi Hui Chin7 Author Orcid Image ;   Sing Cheer Kwek8 Author Orcid Image ;   Zhi Peng Zhang9 Author Orcid Image ;   Desmond Luan Seng Ong7 Author Orcid Image ;   Swee Tian Quek10 Author Orcid Image ;   Sujith Wijerathne5, 6 Author Orcid Image ;   Philip Tsau Choong Iau4, 5 Author Orcid Image ;   Mikael Hartman1, 2, 5 Author Orcid Image ;   Jingmei Li2, 3, 11 Author Orcid Image
Article Authors Cited by Tweetations (2) Metrics

Peh Joo Ho   1, 2, 3 , PhD ;   Zi Lin Lim   3 , BSc (Hons) ;   Jenny Liu   1, 4 , MSc ;   Nur Khaliesah Mohamed Riza   1, 5 , BSc ;   Ying Jia Chew   5 , BSc (Hons) ;   Yi Ying Lim   1 , BSc (Hons) ;   Hui Ling Tan   4 , BMgmt (Hons) ;   Su-Ann Goh   2 , PhD ;   Han Boon Oh   4, 6 , MMed ;   Chi Hui Chin   7 , MMed ;   Sing Cheer Kwek   8 , MMed ;   Zhi Peng Zhang   9 , MMed ;   Desmond Luan Seng Ong   7 , MMed ;   Swee Tian Quek   10 , MBBS ;   Sujith Wijerathne   5, 6 , MMed ;   Philip Tsau Choong Iau   4, 5 * , MD, PhD ;   Mikael Hartman   1, 2, 5 * , PhD ;   Jingmei Li   2, 3, 11 * , PhD

1 Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore

2 Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore

3 Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore

4 Department of General Surgery, Ng Teng Fong General Hospital, Singapore, Singapore

5 Department of Surgery, National University Hospital and National University Health System, Singapore, Singapore

6 Department of General Surgery, Jurong Medical Centre, Singapore, Singapore

7 Jurong Polyclinic, National University Polyclinics and National University Health System, Singapore, Singapore

8 Bukit Batok Polyclinic, National University Polyclinics and National University Health System, Singapore, Singapore

9 Choa Chu Kang Polyclinic, National University Polyclinics and National University Health System, Singapore, Singapore

10 Department of Diagnostic Imaging, National University Hospital and National University Health System, Singapore, Singapore

11 National Cancer Centre Singapore, Singapore Health Services (SingHealth), Singapore, Singapore

*these authors contributed equally

Corresponding Author:

  • Jingmei Li, PhD
  • Genome Institute of Singapore
  • Agency for Science, Technology and Research (A*STAR)
  • #02-01, 60 Biopolis Street
  • Singapore 138672
  • Singapore
  • Phone: 65 6808 8312
  • Email: lijm1@a-star.edu.sg