Data journey map: a process for co-creating data requirements for health care artificial intelligence.

Autor:	Charles C; Five Islands Campus University of the West Indies Antigua and Barbuda Five Islands Campus, University of the West Indies, Antigua and Barbuda., Tulloch C; The Cervical Cancer Elimination Programme Ministry of Health, Wellness, Social Transformation and the Environment Antigua and Barbuda The Cervical Cancer Elimination Programme, Ministry of Health, Wellness, Social Transformation and the Environment, Antigua and Barbuda., McNaughton M; Centre of Excellence and Innovation Mona School of Business & Management University of the West Indies Mona Campus Jamaica Centre of Excellence and Innovation, Mona School of Business & Management, University of the West Indies, Mona Campus, Jamaica., Hosein P; Department of Computing and Information Technology University of the West Indies St Augustine Trinidad Department of Computing and Information Technology, University of the West Indies, St Augustine, Trinidad., Hambleton IR; George Alleyne Chronic Disease Research Centre Caribbean Institute for Health Research University of the West Indies Bridgetown Barbados George Alleyne Chronic Disease Research Centre, Caribbean Institute for Health Research, University of the West Indies, Bridgetown, Barbados.
Jazyk:	angličtina
Zdroj:	Revista panamericana de salud publica = Pan American journal of public health [Rev Panam Salud Publica] 2024 Dec 16; Vol. 48, pp. e107. Date of Electronic Publication: 2024 Dec 16 (Print Publication: 2024).
DOI:	10.26633/RPSP.2024.107
Abstrakt:	The Caribbean small island developing states have limited resources for comprehensive health care provision and are facing an increasing burden of noncommunicable diseases which is driven by an aging regional population. Artificial intelligence (AI) and other digital technologies offer promise for contributing to health care efficiencies, but themselves are dependent on the availability and accessibility of accurate health care data. A regional shortfall in data professionals continues to hamper legislative recognition and promotion of increased data production in Caribbean countries. Tackling the data shortfall will take time and will require a sustainably wider pool of data producers. The data journey map is one approach that can contribute to overcoming such challenges. A data journey map is a process for organizing the collection of health data that focuses on interactions between patient and health care provider. It introduces the idea that data collection is an integral part of the patient journey and that interactions between patient and provider can be enhanced by building data collection into daily health care. A carefully developed and enacted data journey map highlights key points in the care pathway for data collection. These so-called data hotspots can be used to plan - then eventually implement - appropriate AI health care solutions. In this article we introduce the idea of journey mapping, offer an example using cervical cancer prevention and treatment, and discuss the benefits and challenges to implementing such an approach. Competing Interests: Conflicts of interest. None declared.
Databáze:	MEDLINE
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