ArticleJournal of medical Internet research2023
Perceived Impact of Digital Health Maturity on Patient Experience, Population Health, Health Care Costs, and Provider Experience: Mixed Methods Case Study.
Article in Journal of medical Internet research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 2 of them syntheses that pooled it.
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Who cites it
17 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The quintuple aim as a framework for health system performance: a systematic review of empirical applications.BMC health services research · 2026Pooled it
- Impact of digital health interventions on patient satisfaction in outpatient gastrointestinal endoscopy: a systematic review.BMJ open gastroenterology · 2025Pooled it
- Enhancing Care Coordination and Patient Engagement Through Electronic Medical Record Utilization in Primary Healthcare: A Mixed-Methods Study.Healthcare (Basel, Switzerland) · 2026Article
- Exploring the Needs and Expectations of Inpatients Towards Assistive Technologies During Neuromotor Rehabilitation.Healthcare (Basel, Switzerland) · 2026Article
- The Flow of Healthcare Information in Rural and Remote Settings: A Qualitative Approach.Journal of evaluation in clinical practice · 2026Article
- The digital divide among U.S. Hospitals delivering health services to populations with high social disparities.Frontiers in digital health · 2026Article
- Analysis of the potential profile and influencing factors of nurses' change fatigue in "Internet+Nursing Services".Frontiers in public health · 2026Article
- Patient experience in National digital health platforms: Evidence from patient-generated feedback in Saudi Arabia.PloS one · 2026Article
- Applications and Outcomes of Telehealth and Integrated Care in Men's Health Urology.Journal of medical Internet research · 2025Article
- Assessing Digital Maturity of Hospitals: Viewpoint Comparing National Approaches in Five Countries.Journal of medical Internet research · 2025Article
- Evaluating digital maturity in public health systems: a statewide cross-sectional analysis of digital public health capacity in Missouri.Frontiers in public health · 2025Article
- Strengthening rural healthcare outcomes through digital health: qualitative multi-site case study.BMC health services research · 2024Article
- The right care in the right place: a scoping review of digital health education and training for rural healthcare workers.BMC health services research · 2024Article
- Advancing Precision Medicine: A Review of Innovative In Silico Approaches for Drug Development, Clinical Pharmacology and Personalized Healthcare.Pharmaceutics · 2024Review
- Leveraging digital health systems maturity assessments to guide strategic priorities.Journal of public health in Africa · 2024Article
- Digital health and quality of care in Primary Health Care: an evaluation model.Frontiers in public health · 2024Article
- Development of a social and environmental determinants of health informatics maturity model.Journal of clinical and translational science · 2023Article
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundHealth care organizations understand the importance of new technology implementations; however, the best strategy for implementing successful digital transformations is often unclear. Digital health maturity assessments allow providers to understand the progress made toward technology-enhanced health service delivery. Existing models have been criticized for their lack of depth and breadth because of their technology focus and neglect of meaningful outcomes.
objectiveWe aimed to examine the perceived impacts of digital health reported by health care staff employed in health care organizations across a spectrum of digital health maturity.
methodsA mixed methods case study was conducted. The digital health maturity of public health care systems (n=16) in Queensland, Australia, was examined using the quantitative Digital Health Indicator (DHI) self-assessment survey. The lower and upper quartiles of DHI scores were calculated and used to stratify sites into 3 groups. Using qualitative methods, health care staff (n=154) participated in interviews and focus groups. Transcripts were analyzed assisted by automated text-mining software. Impacts were grouped according to the digital maturity of the health care worker's facility and mapped to the quadruple aims of health care: improved patient experience, improved population health, reduced health care cost, and enhanced provider experience.
resultsDHI scores ranged between 78 and 193 for the 16 health care systems. Health care systems in the high-maturity category (n=4, 25%) had a DHI score of ≥166.75 (the upper quartile); low-maturity sites (n=4, 25%) had a DHI score of ≤116.75 (the lower quartile); and intermediate-maturity sites (n=8, 50%) had a DHI score ranging from 116.75 to 166.75 (IQR). Overall, 18 perceived impacts were identified. Generally, a greater number of positive impacts were reported in health care systems of higher digital health maturity. For patient experiences, higher maturity was associated with maintaining a patient health record and tracking patient experience data, while telehealth enabled access and flexibility across all digital health maturity categories. For population health, patient journey tracking and clinical risk mitigation were reported as positive impacts at higher-maturity sites, and telehealth enabled health care access and efficiencies across all maturity categories. Limited interoperability and organizational factors (eg, strategy, policy, and vision) were universally negative impacts affecting health service delivery. For health care costs, the resource burden of ongoing investments in digital health and a sustainable skilled workforce was reported. For provider experiences, the negative impacts of poor usability and change fatigue were universal, while network and infrastructure issues were negative impacts at low-maturity sites.
conclusionsThis is one of the first studies to show differences in the perceived impacts of digital maturity of health care systems at scale. Higher digital health maturity was associated with more positive reported impacts, most notably in achieving outcomes for the population health aim.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.