Published on in Vol 12 (2023)
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/46810, first published
.

Journals
- Gordon E, Harlow J, Whitman S, Lee M. Data Discretion: Screen-Level Bureaucrats and Municipal Decision-Making. Digital Government: Research and Practice 2024;5(2):1 View
- Katapally T, Bhawra J. Inverting social innovation to transform health system responses to climate change adaptation and mitigation in the global south. Frontiers in Public Health 2024;12 View
- Bhawra J, Elsahli N, Patel J. Applying Digital Technology to Understand Human Experiences of Climate Change Impacts on Food Security and Mental Health: Scoping Review. JMIR Public Health and Surveillance 2024;10:e54064 View
- Malkani M, Madan E, Malkani D, Madan A, Singh N, Bamji T, Sabharwal H. Rank Ordered Design Attributes for Health Care Dashboards Including Artificial Intelligence: Usability Study. Online Journal of Public Health Informatics 2024;16:e58277 View
- Katapally T, Elsahli N, Bhawra J. DiScO: novel rapid systems mapping to inform digital transformation of health systems. Frontiers in Public Health 2024;12 View
- Patel J, Hung C, Katapally T. Evaluating predictive artificial intelligence approaches used in mobile health platforms to forecast mental health symptoms among youth: a systematic review. Psychiatry Research 2025;343:116277 View
- Katapally T. It's late, but not too late to transform health systems: a global digital citizen science observatory for local solutions to global problems. Frontiers in Digital Health 2024;6 View
- Sosa P, Kharrazi H, Lehmann H. A framework to integrate equity in public health emergency response dashboards: Dashboard instrument to review equity (DIRE). Public Health 2025;240:182 View
- Miriam D, Mandlik R, Patwardhan V, Ladkat D, Khadilkar V, Kajale N, More C, Gondhalekar K, Bhawra J, Katapally T, Khadilkar A. An observational, multigenerational platform for health systems and population health interventions to minimise intergenerational transmission of non-communicable diseases in India: the YUVAAN cohort study protocol. BMJ Public Health 2025;3(1):e001741 View
- Becker S, Rezabeigisani R. The triple integration of data, users and policies required for successful climate health solutions. npj Digital Medicine 2025;8(1) View
- Buchan M, Katapally T, Bhawra J. Application of an Innovative Methodology to Build Infrastructure for Digital Transformation of Health Systems: Developmental Program Evaluation. JMIR Formative Research 2025;9:e53339 View
- Tighe C, Ngongalah L, Sentís A, Orchard F, Pacurar G, Hayes C, Hayes J, Toader A, Connolly M. Building and Developing a Tool (PANDEM-2 Dashboard) to Strengthen Pandemic Management: Participatory Design Study. JMIR Public Health and Surveillance 2025;11:e52119 View
Conference Proceedings
- Sharma M, Puri C, Kumar P. 2024 8th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC). A Review: Transformative Impact of Data Visualization Across Various Industries View