# Quantitative analysis of e-health's impact on health systems

**Authors:** Heba Alqurashi

PMC · DOI: 10.3389/fdgth.2025.1674015 · 2025-10-31

## TL;DR

This study shows that healthcare workers' attitudes toward e-health technologies influence their willingness to use them, which can improve healthcare efficiency and quality.

## Contribution

The study provides empirical evidence of the relationship between perceived usefulness of e-health and healthcare workers' adoption intentions.

## Key findings

- A statistically significant correlation exists between attitudes toward e-health and intention to use it.
- Prior computer expertise significantly influences healthcare workers' attitudes toward e-health adoption.
- E-health can improve efficiency, reduce costs, and enhance care quality when properly implemented.

## Abstract

This study evaluates the impact of e-health solutions on healthcare systems, focusing on how the perceived usefulness of these technologies affects healthcare workers’ intentions to use them.

The study used a cross-sectional approach in the form of a close-ended questionnaire to collect quantitative data from a sample of 130 healthcare professionals randomly selected. The collected data was then analyzed using SPSS version 30, statistical analysis was utilized such as frequency test, reliability analysis, and correlation coefficient analysis.

The findings suggest a statistically significant correlation between attitudes toward e-health and intention to use, with a moderate effect. The implementation of e-health technologies has a positive impact on healthcare management, though the magnitude of the effect varies depending on the technology and context and prior computer expertise significantly influences health workers’ attitudes toward adopting and using e-health.

E-health technologies can significantly improve operational efficiency, reduce costs, and enhance the quality of care in healthcare system. Successful implementation requires careful planning, investment in infrastructure, addressing security concerns, and training of healthcare professionals.

## Full-text entities

- **Diseases:** e-health (OMIM:603663)
- **Species:** Homo sapiens (human, species) [taxon 9606]

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Source: https://tomesphere.com/paper/PMC12615404