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dc.contributor.authorZhang, J
dc.contributor.authorGallifant, J
dc.contributor.authorPierce, R
dc.contributor.authorFordham, A
dc.contributor.authorTeo, JT
dc.contributor.authorCeli, LA
dc.contributor.authorAshrafian, H
dc.date.accessioned2023-11-15T14:41:56Z
dc.date.issued2023-11-24
dc.date.updated2023-11-15T13:53:22Z
dc.description.abstractObjectives Digital health inequality, observed as differential utilization of digital tools between population groups, has not previously been quantified in the National Health Service. Deployment of universal digital health interventions, including a national smartphone app and online primary care services, allows measurement of digital inequality across a nation. We aimed to measure population factors associated with digital utilization across 6356 primary care providers serving the population of England. Methods We used multivariable regression to test association of population and provider characteristics (including patient demographics, socio-economic deprivation, disease burden, prescribing burden, geography, and healthcare provider resource) with activation of two independent digital services during 2021/2022. Results We find significant adjusted association between increased population deprivation and reduced digital utilization across both interventions. Multivariable regression coefficients for most deprived quintiles correspond to 4.27 million patients across England where deprivation is associated with non-activation of the NHS App. Conclusion Results are concerning for technologically driven widening of healthcare inequalities. Targeted incentive to digital is necessary to prevent digital disparity from becoming health outcomes disparity.en_GB
dc.identifier.citationVol. 30, article e100809en_GB
dc.identifier.doi10.1136/bmjhci-2023-100809
dc.identifier.urihttp://hdl.handle.net/10871/134545
dc.language.isoenen_GB
dc.publisherBMJ Publishing / BCS, The Chartered Institute for ITen_GB
dc.rights© Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/
dc.titleQuantifying digital health inequality across a national healthcare systemen_GB
dc.typeArticleen_GB
dc.date.available2023-11-15T14:41:56Z
dc.identifier.issn2632-1009
dc.descriptionThis is the final version. Available on open access from BMJ Publishing via the DOI in this recorden_GB
dc.identifier.journalBMJ Health & Care Informaticsen_GB
dc.rights.urihttps://creativecommons.org/licenses/by-nc/4.0/en_GB
dcterms.dateAccepted2023-10-30
dcterms.dateSubmitted2023-05-22
rioxxterms.versionVoRen_GB
rioxxterms.licenseref.startdate2023-10-30
rioxxterms.typeJournal Article/Reviewen_GB
refterms.dateFCD2023-11-15T13:53:24Z
refterms.versionFCDAM
refterms.dateFOA2023-11-30T14:01:00Z
refterms.panelCen_GB


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© Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. 
This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/
Except where otherwise noted, this item's licence is described as © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/