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Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/80960, first published .
Young Black man wearing a face mask and backpack, looking at his phone.

Describing a National Chatbot Deployed by the Ministry of Health in Malawi During the COVID-19 Pandemic: Retrospective Data Analysis

Describing a National Chatbot Deployed by the Ministry of Health in Malawi During the COVID-19 Pandemic: Retrospective Data Analysis

Isaach Ndemera   1 , BSc ;   Yu-Ting Sunny Hsieh   2, 3 , MSc ;   Kingston Chirwa   4 , BSc ;   Selemani Ngwira   1 , BSc ;   Alanna Denny   5 , BSc ;   Tsung Shu Joseph Wu   1, 6 , PhD ;   Hsin-yi Lee   1 , MSPH ;   Griphin Baxter Chirambo   4, 7 , PhD ;   Simeon Luka Yosefe   8 , BSc ;   Ben Chilima   9 , PhD ;   Matthew Kagoli   9 , PhD ;   Balwani Mbakaya   10, 11 , PhD ;   Kwong Leung Joseph Yu   6 , PhD ;   John O'Donoghue   4, 12, 13 , PhD

1 Research Department, Luke International, Mzuzu, Malawi

2 Graduate Institute of Environmental Engineering, National Taiwan University, Taipei, Taiwan

3 Luke International, Mzuzu, Malawi

4 Malawi eHealth Research Centre, Mzuzu University, Mzuzu, Malawi

5 School of Public Health Department of Medicine & Health, University College Cork, Cork, Ireland

6 Department of Overseas Mission, Pingtung Christian Hospital, Pingtung, Taiwan

7 Nursing and Midwifery Department, Faculty of Health Sciences, Mzuzu University, Mzuzu, Malawi

8 National Statistics Office, Lilongwe, Malawi

9 Public Health Institute of Malawi, Lilongwe, Malawi

10 Department of Public Health, University of Livingstonia, Mzuzu, Malawi

11 School of Medicine, University College Dublin, Dublin, Leinster, Ireland

12 Application of Science to Simulation-based Education and Research on Training (ASSERT) Research Centre, University College Cork, Cork, Ireland

13 Business Information Systems, University College Cork, Cork, Ireland

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