When telehealth fails rural communities: The 40% internet threshold that changes everything

This cross-national ecological study investigated whether rural internet penetration moderates the relationship between telehealth adoption and preventive care utilization. Analyzing secondary data from multilateral organizations (2019-2023) across 42 countries, hierarchical linear modeling, moderated regression, and propensity score matching tested interaction effects. Results identified a 40%-50% rural internet penetration threshold below which telehealth investments showed minimal impact on preventive care access. Above this threshold, telehealth adoption strongly correlated with improved utilization. These findings suggest digital infrastructure development represents a prerequisite for effective telehealth implementation rather than a complementary factor.

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Publication Details

Journal
Digital Health
Published
2025-05-01
DOI
https://doi.org/10.1177/20552076251393407
Primary Topic
Telemedicine and Telehealth Implementation
Type
article
Field-Weighted Citation Impact
0.00
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article

When telehealth fails rural communities: The 40% internet threshold that changes everything

Florentino Rico, Mario Alberto de la Puente Pacheco, Jose Torres, Heidy Rico Fontalvo et al.
Digital Health
Telemedicine and Telehealth Implementation
article

When telehealth fails rural communities: The 40% internet threshold that changes everything

Florentino Rico, Mario Alberto de la Puente Pacheco, Jose Torres, Heidy Rico Fontalvo, Hernan Guzman
article en

Abstract

This cross-national ecological study investigated whether rural internet penetration moderates the relationship between telehealth adoption and preventive care utilization. Analyzing secondary data from multilateral organizations (2019-2023) across 42 countries, hierarchical linear modeling, moderated regression, and propensity score matching tested interaction effects. Results identified a 40%-50% rural internet penetration threshold below which telehealth investments showed minimal impact on preventive care access. Above this threshold, telehealth adoption strongly correlated with improved utilization. These findings suggest digital infrastructure development represents a prerequisite for effective telehealth implementation rather than a complementary factor.

Digital HealthVol. 11
University of Cartagena (CO), University of Sucre (CO), Universidad Simón Bolívar (CO)
Openalex Percentile: Top 58%
Telemedicine and Telehealth Implementation
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When telehealth fails rural communities: The 40% internet threshold that changes everything — Florentino Rico, Mario Alberto de la Puente Pacheco, et al. · Digital Health (2025) | TGRS Research Map | TGRS