Oral Health and High‐Complexity Networks: A Functional Interdependence Analysis via Health Information Systems

AIM: This study analysed the integration levels and co-assistance patterns of the dentistry service within a high-complexity hospital in Paraguay, under the framework of Integrated Health Service Delivery Networks (IHSDN). METHODS: Using a retrospective observational design, Big Data from the Hospital Information System (HIS) were processed between March and August 2025. Care trajectories and functional interdependence with 19 clinical services were evaluated using network analysis techniques in RStudio, with associations determined through Relative Risk (RR). RESULTS: The results demonstrate an operational integration network in which dental functions complement one another, yet with a predominant linkage to Internal Medicine Emergency services (n = 397). A low density of interdependence was detected with strategic specialties for chronic disease management, such as Cardiology (n = 97) and Diabetology (n = 79). A critical finding was that patients accessing services through scheduled care were 4.16 times more likely to receive proactive and continuous care than those entering through emergency departments (RR = 4.16; 95% CI; p < 0.001). Furthermore, a capacity gap was observed: while global hospital demand grew by 10.2%, the dental supply only increased by 0.5%. In light of these arguments, although the IHSDN structure is solid, its operability remains reactive and fragmented. CONCLUSIONS: The study demonstrates that scheduled management is the key to quadrupling care integration. The HIS is positioned as an essential governance tool to identify bottlenecks, eliminate access barriers, and strengthen proactive referrals, ensuring that oral health is effectively integrated into the comprehensive care of patients with chronic conditions.

Authors

Institutions

Publication Details

Journal
Community Dentistry And Oral Epidemiology
Published
2026-10-14
DOI
https://doi.org/10.1111/cdoe.70119
Primary Topic
Healthcare Systems and Technology
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Oral Health and High‐Complexity Networks: A Functional Interdependence Analysis via Health Information Systems

Eva R. Montiel Fernández
Community Dentistry And Oral Epidemiology
Healthcare Systems and Technology
article

Oral Health and High‐Complexity Networks: A Functional Interdependence Analysis via Health Information Systems

Eva R. Montiel Fernández
article en

Abstract

AIM: This study analysed the integration levels and co-assistance patterns of the dentistry service within a high-complexity hospital in Paraguay, under the framework of Integrated Health Service Delivery Networks (IHSDN). METHODS: Using a retrospective observational design, Big Data from the Hospital Information System (HIS) were processed between March and August 2025. Care trajectories and functional interdependence with 19 clinical services were evaluated using network analysis techniques in RStudio, with associations determined through Relative Risk (RR). RESULTS: The results demonstrate an operational integration network in which dental functions complement one another, yet with a predominant linkage to Internal Medicine Emergency services (n = 397). A low density of interdependence was detected with strategic specialties for chronic disease management, such as Cardiology (n = 97) and Diabetology (n = 79). A critical finding was that patients accessing services through scheduled care were 4.16 times more likely to receive proactive and continuous care than those entering through emergency departments (RR = 4.16; 95% CI; p < 0.001). Furthermore, a capacity gap was observed: while global hospital demand grew by 10.2%, the dental supply only increased by 0.5%. In light of these arguments, although the IHSDN structure is solid, its operability remains reactive and fragmented. CONCLUSIONS: The study demonstrates that scheduled management is the key to quadrupling care integration. The HIS is positioned as an essential governance tool to identify bottlenecks, eliminate access barriers, and strengthen proactive referrals, ensuring that oral health is effectively integrated into the comprehensive care of patients with chronic conditions.

Community Dentistry And Oral Epidemiology
Universidad Católica Nuestra Señora de la Asunción (PY), Ministerio de Salud Pública y Bienestar Social (PY)
Openalex Percentile: Top 6%
Healthcare Systems and Technology
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.