Healthcare 4.0: Opportunities and barriers in the implementation of medical equipment

This study investigates the opportunities and barriers in the implementation of medical equipment within the context of Healthcare 4.0, offering a comprehensive analysis based on the perspectives of 104 industry experts through a sample survey. Using a methodology that combines literature review with descriptive and non-parametric statistical analysis, including the Friedman and Holm-Sidak tests, the study reveals a clear hierarchy of perceived opportunities and challenges. The results indicate that Remote Monitoring, Technology for Medical Precision, and Microelectronics and Innovation in Healthcare are the most valued opportunities. These results reflect a strong trend toward technologies that promote personalized and preventive healthcare. Conversely, Implementation and Maintenance Costs, Poor Infrastructure and Legacy Systems, and challenges in System Integration and Interoperability emerge as the most significant barriers. The statistical analysis demonstrates significant differences in experts’ perceptions, providing valuable insights for the prioritization of investments and implementation strategies in the healthcare sector. This study contributes to the understanding of the factors that drive and inhibit the adoption of advanced healthcare technologies, offering practical implications for healthcare organizations, policymakers, and researchers. The findings have the potential to guide the development of more effective strategies for implementing Healthcare 4.0, promoting a faster and more successful digital transformation in the healthcare sector, with significant benefits for the quality and accessibility of healthcare in society.

Authors

Institutions

Publication Details

Journal
Clinical eHealth
Published
2025-11-05
DOI
https://doi.org/10.1016/j.ceh.2025.10.005
Primary Topic
Quality and Safety in Healthcare
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Healthcare 4.0: Opportunities and barriers in the implementation of medical equipment

Walter Cardoso Sátyro, Mauro de Mesquita Spínola, Auro de Jesus Cardoso Correia, Guilherme Henrique de Magalhães
Clinical eHealth
Quality and Safety in Healthcare
article

Healthcare 4.0: Opportunities and barriers in the implementation of medical equipment

Walter Cardoso Sátyro, Mauro de Mesquita Spínola, Auro de Jesus Cardoso Correia, Guilherme Henrique de Magalhães
article en

Abstract

This study investigates the opportunities and barriers in the implementation of medical equipment within the context of Healthcare 4.0, offering a comprehensive analysis based on the perspectives of 104 industry experts through a sample survey. Using a methodology that combines literature review with descriptive and non-parametric statistical analysis, including the Friedman and Holm-Sidak tests, the study reveals a clear hierarchy of perceived opportunities and challenges. The results indicate that Remote Monitoring, Technology for Medical Precision, and Microelectronics and Innovation in Healthcare are the most valued opportunities. These results reflect a strong trend toward technologies that promote personalized and preventive healthcare. Conversely, Implementation and Maintenance Costs, Poor Infrastructure and Legacy Systems, and challenges in System Integration and Interoperability emerge as the most significant barriers. The statistical analysis demonstrates significant differences in experts’ perceptions, providing valuable insights for the prioritization of investments and implementation strategies in the healthcare sector. This study contributes to the understanding of the factors that drive and inhibit the adoption of advanced healthcare technologies, offering practical implications for healthcare organizations, policymakers, and researchers. The findings have the potential to guide the development of more effective strategies for implementing Healthcare 4.0, promoting a faster and more successful digital transformation in the healthcare sector, with significant benefits for the quality and accessibility of healthcare in society.

Clinical eHealthVol. 8
Universidade de São Paulo (BR), Universidade Nove de Julho (BR)
Openalex Percentile: Top 42%
Quality and Safety in Healthcare
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Healthcare 4.0: Opportunities and barriers in the implementation of medical equipment — Walter Cardoso Sátyro, Mauro de Mesquita Spínola, et al. · Clinical eHealth (2025) | TGRS Research Map | TGRS