{"title":"Oral Health and High-Complexity Networks: A Functional Interdependence Analysis via Health Information Systems.","authors":"Eva Ruzena Montiel Fernández","doi":"10.1111/cdoe.70119","DOIUrl":null,"url":null,"abstract":"<p><strong>Aim: </strong>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).</p><p><strong>Methods: </strong>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).</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":10580,"journal":{"name":"Community dentistry and oral epidemiology","volume":" ","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2026-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Community dentistry and oral epidemiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1111/cdoe.70119","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"DENTISTRY, ORAL SURGERY & MEDICINE","Score":null,"Total":0}
引用次数: 0
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.
期刊介绍:
The aim of Community Dentistry and Oral Epidemiology is to serve as a forum for scientifically based information in community dentistry, with the intention of continually expanding the knowledge base in the field. The scope is therefore broad, ranging from original studies in epidemiology, behavioral sciences related to dentistry, and health services research through to methodological reports in program planning, implementation and evaluation. Reports dealing with people of all age groups are welcome.
The journal encourages manuscripts which present methodologically detailed scientific research findings from original data collection or analysis of existing databases. Preference is given to new findings. Confirmations of previous findings can be of value, but the journal seeks to avoid needless repetition. It also encourages thoughtful, provocative commentaries on subjects ranging from research methods to public policies. Purely descriptive reports are not encouraged, nor are behavioral science reports with only marginal application to dentistry.
The journal is published bimonthly.