ArticleBMC health services research2025
Health status in the era of digital transformation and sustainable economic development.
Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Responsible digital transformation in rural primary healthcare services: critical factors from a Norwegian case study.Scandinavian journal of primary health care · 2026Article
- Telemedicine Adoption Among Health Care Professionals in Israeli Geriatric Medical Centers: Moderated Mediation Cross-Sectional Questionnaire Study.JMIR human factors · 2026Article
- Cyberspace Supplementary Health Services and Patient Loyalty: The Role of Patient Experience in Saudi Arabia.Healthcare (Basel, Switzerland) · 2026Article
- Designing an mHealth App for Stroke Rehabilitation in Indonesia: Mixed Methods Design Science Research Study.JMIR rehabilitation and assistive technologies · 2026Article
- Exploring Barriers, Enablers, and Strategies for Implementing Learning Health System Projects in Healthcare Organizations: A Multilevel Analysis in an Australian Setting.Learning health systems · 2026Article
- Preferences towards digital health technologies: a scoping review.Health economics review · 2026Review
- Digital Engagement and Health Behaviors Among Village Health Volunteers in Southern Thailand: A Cross-Sectional Study.International journal of environmental research and public health · 2026Article
- Redesigning healthcare facilities for sustainability: green hospital transformations and new infrastructure planning.BMC health services research · 2026Article
- The Impact of Intelligent Medical Systems Combined with Interdisciplinary Care Teams in Home-Based Care Services for Disabled Elderly Individuals: A Prospective Intervention Study.Journal of multidisciplinary healthcare · 2026Article
- The digital divide among U.S. Hospitals delivering health services to populations with high social disparities.Frontiers in digital health · 2026Article
- Digital transformation and the Immunization agenda 2030.Bulletin of the World Health Organization · 2025Article
- Artificial intelligence, green innovation efficiency, and public health benefits: evidence from China's pilot zones with a DID approach.Frontiers in public health · 2025Article
- Health Service Utilization by Women Members and Non-Members of Community-Based Health Insurance Schemes in Sidama, Southern Ethiopia, 2024: A Comparative Cross-Sectional Study.Health services insights · 2025Article
Corrections and comments
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Authors and funding
2 authors.
Funding
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Abstract
backgroundIn the contemporary landscape characterized by digital transformation and sustainable economic development, understanding the dynamics of health status is critically significant. This study investigates the complex relationship among healthcare expenditure, digital transformation, health status, and well-being within the European Union (EU) framework.
methodsThrough structural equation modeling, the research examines the multidimensional interplay among these variables, while cluster analysis supports identifying distinct patterns within the data. The paper aims to provide a broad understanding of the impact of digital transformation and healthcare expenditure on health status and well-being at the EU level.
resultsThe findings unveil nuanced linkages among healthcare expenditure, digital transformation, health status, and well-being across distinct clusters of EU countries. While certain countries exhibit synergistic advancements resulting in enhanced healthcare outcomes, others confront challenges stemming from disparities in digital infrastructure, healthcare expenditure allocation, and health status.
conclusionsThis study underscores the imperative of fostering synergies between digital transformation and healthcare expenditure to enhance health status within the EU. Identifying pivotal determinants and barriers enables policymakers to formulate targeted strategies to mitigate disparities and foster inclusive growth to promote equitable healthcare access and advance overall societal well-being.
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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.