ReviewInternational journal of environmental research and public health2020
Healthcare Digitalization and Pay-For-Performance Incentives in Smart Hospital Project Financing.
Review in International journal of environmental research and public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
29 citing papers in PubMed.
- Digital Transformation in Health Care: Are We on the Right Track?Journal of medical Internet research · 2026Article
- Financial Heterogeneity During Early Diagnosis-Related Group Payment Reform: A Two-Year Hospital-Based Study.Risk management and healthcare policy · 2026Article
- Neurosurgery 4.0: A Scoping Review of Current Trends and Challenges in Specialized Smart Hospitals.Cureus · 2025Review
- Mobile Admission Process and Administrative Turnaround Time for Hospitalization of Outpatients: A Retrospective Study.Applied clinical informatics · 2025Article
- Performance-based financing in Rwanda: a qualitative analysis of healthcare provider perspectives.BMC health services research · 2025Article
- AI-Driven decision-making for personalized elderly care: a fuzzy MCDM-based framework for enhancing treatment recommendations.BMC medical informatics and decision making · 2025Article
- Digitization of hospital administration and public service reform: integration of technology and humanistic values.Frontiers in public health · 2025Review
- An eHealth intervention for patients with a low socioeconomic position during their waiting period preceding cardiac rehabilitation: a randomized feasibility study.European heart journal. Digital health · 2025Article
- Negotiating pricing and payment terms for insurance covered mHealth apps: a qualitative content analysis and taxonomy development based on a German experience.Health economics review · 2024Article
- Article
- Mapping Factors That Affect the Uptake of Digital Therapeutics Within Health Systems: Scoping Review.Journal of medical Internet research · 2023Article
- Investigating nurses' acceptance of patients' bring your own device implementation in a clinical setting: A pilot study.Asia-Pacific journal of oncology nursing · 2023Article
- Digital Transformation in Healthcare: Technology Acceptance and Its Applications.International journal of environmental research and public health · 2023Article
- The Impact of COVID-19 on the Sustainable Development Goals: Achievements and Expectations.International journal of environmental research and public health · 2022Review
- Voice-based control system for smart hospital wards: a pilot study of patient acceptance.BMC health services research · 2022Article
- Internet of Things (IoT) Adoption Model for Early Identification and Monitoring of COVID-19 Cases: A Systematic Review.International journal of preventive medicine · 2022Review
- How smart senior care can achieve value co-creation: Evidence from China.Frontiers in public health · 2022Article
- A Two-Stage SEM-Artificial Neural Network Analysis of the Rewards Effects on Self Perceived Performance in Healthcare.International journal of environmental research and public health · 2021Article
- Digital personal assistants are smart ways for assistive technology to aid the health and wellbeing of patients and carers.BMC geriatrics · 2021Article
- Quality Evaluation of Health Services Using the Kano Model in Two Hospitals in Peru.International journal of environmental research and public health · 2021Observational
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study aims to explore the impact of healthcare digitalization on smart hospital project financing (PF) fostered by pay-for-performance (P4P) incentives. Digital platforms are a technology-enabled business model that facilitates exchanges between interacting agents. They represent a bridging link among disconnected nodes, improving the scalable value of networks. Application to healthcare public-private partnerships (PPPs) is significant due to the consistency of digital platforms with health issues and the complexity of the stakeholder's interaction. In infrastructural PPPs, public and private players cooperate, usually following PF patterns. This relationship is complemented by digitized supply chains and is increasingly patient-centric. This paper reviews the literature, analyzes some supply chain bottlenecks, addresses solutions concerning the networking effects of platforms to improve PPP interactions, and investigates the cost-benefit analysis of digital health with an empirical case. Whereas diagnostic or infrastructural technology is an expensive investment with long-term payback, leapfrogging digital applications reduce contingent costs. "Digital" savings can be shared by key stakeholders with P4P schemes, incentivizing value co-creation patterns. Efficient sharing may apply network theory to a comprehensive PPP ecosystem where stakeholding nodes are digitally connected. This innovative approach improves stakeholder relationships, which are re-engineered around digital platforms that enhance patient-centered satisfaction and sustainability. Digital technologies are useful even for infectious disease surveillance, like that of the coronavirus pandemic, for supporting massive healthcare intervention, decongesting hospitals, and providing timely big data.
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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.