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Hospital treatment costs associated with incident complications in patients with type 2 diabetes—real-world study based on electronic patient information systems
BACKGROUND: Type 2 diabetes (T2D) and its complications cause a significant public health and economic challenge. To enable the optimal resource allocation across different prevention and treatment policies for the management of T2D-related complications, detailed cost estimates related to the compl...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8994912/ https://www.ncbi.nlm.nih.gov/pubmed/35397604 http://dx.doi.org/10.1186/s12913-022-07895-6 |
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author | Sund, Reijo Peltonen, Tuomas Lehtimäki, Aku-Ville Martikainen, Janne |
author_facet | Sund, Reijo Peltonen, Tuomas Lehtimäki, Aku-Ville Martikainen, Janne |
author_sort | Sund, Reijo |
collection | PubMed |
description | BACKGROUND: Type 2 diabetes (T2D) and its complications cause a significant public health and economic challenge. To enable the optimal resource allocation across different prevention and treatment policies for the management of T2D-related complications, detailed cost estimates related to the complications of T2D are needed. Therefore, the objective of the study was to provide reliable and sufficiently detailed real-world estimates of costs associated with different T2D complications in a Finnish university hospital setting. METHODS: A cohort of T2D patients living in the catchment area of a university hospital during 2012 and 2016 was identified from the comprehensive national FinDM diabetes database for longitudinal assessment of T2D associated complication treatment costs. Data on patient-level events were extracted from the FinDM data and complemented with all accountable services and related detailed costing data gathered from the university hospital’s electronic patient information systems by using unique personal identity codes. Patients were screened for their first diagnoses of complications using the same national quality registry definitions as in the FinDM database. Multivariable gamma regression model with a log link function was applied to study the association between baseline factors and complication costs. In addition, an interactive online tool was developed to create predicted costs for complication costs with selected baseline factors. RESULTS: A total of 27 255 prevalent and incident patients with T2D were identified from the national FinDM register. Finally, a total of 16 148 complication episodes for 7 895 patients were included in the cost analyses. The mean estimated one-year hospital treatment costs of T2D-related complication varied from 6 184 to 24 507 euros per complication. Regression analyses showed that coexisting conditions are significantly associated with initial and recurrent complication costs. CONCLUSIONS: The study shows updated Finnish cost estimates and their main cost drivers for T2D-related complications treated in the university hospital setting. The results of our study highlight the significance of guideline implementation, effective preventive treatments for T2D, as well as the importance of treatment adherence to avoid these costly complications. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-022-07895-6. |
format | Online Article Text |
id | pubmed-8994912 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89949122022-04-11 Hospital treatment costs associated with incident complications in patients with type 2 diabetes—real-world study based on electronic patient information systems Sund, Reijo Peltonen, Tuomas Lehtimäki, Aku-Ville Martikainen, Janne BMC Health Serv Res Research BACKGROUND: Type 2 diabetes (T2D) and its complications cause a significant public health and economic challenge. To enable the optimal resource allocation across different prevention and treatment policies for the management of T2D-related complications, detailed cost estimates related to the complications of T2D are needed. Therefore, the objective of the study was to provide reliable and sufficiently detailed real-world estimates of costs associated with different T2D complications in a Finnish university hospital setting. METHODS: A cohort of T2D patients living in the catchment area of a university hospital during 2012 and 2016 was identified from the comprehensive national FinDM diabetes database for longitudinal assessment of T2D associated complication treatment costs. Data on patient-level events were extracted from the FinDM data and complemented with all accountable services and related detailed costing data gathered from the university hospital’s electronic patient information systems by using unique personal identity codes. Patients were screened for their first diagnoses of complications using the same national quality registry definitions as in the FinDM database. Multivariable gamma regression model with a log link function was applied to study the association between baseline factors and complication costs. In addition, an interactive online tool was developed to create predicted costs for complication costs with selected baseline factors. RESULTS: A total of 27 255 prevalent and incident patients with T2D were identified from the national FinDM register. Finally, a total of 16 148 complication episodes for 7 895 patients were included in the cost analyses. The mean estimated one-year hospital treatment costs of T2D-related complication varied from 6 184 to 24 507 euros per complication. Regression analyses showed that coexisting conditions are significantly associated with initial and recurrent complication costs. CONCLUSIONS: The study shows updated Finnish cost estimates and their main cost drivers for T2D-related complications treated in the university hospital setting. The results of our study highlight the significance of guideline implementation, effective preventive treatments for T2D, as well as the importance of treatment adherence to avoid these costly complications. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-022-07895-6. BioMed Central 2022-04-09 /pmc/articles/PMC8994912/ /pubmed/35397604 http://dx.doi.org/10.1186/s12913-022-07895-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Sund, Reijo Peltonen, Tuomas Lehtimäki, Aku-Ville Martikainen, Janne Hospital treatment costs associated with incident complications in patients with type 2 diabetes—real-world study based on electronic patient information systems |
title | Hospital treatment costs associated with incident complications in patients with type 2 diabetes—real-world study based on electronic patient information systems |
title_full | Hospital treatment costs associated with incident complications in patients with type 2 diabetes—real-world study based on electronic patient information systems |
title_fullStr | Hospital treatment costs associated with incident complications in patients with type 2 diabetes—real-world study based on electronic patient information systems |
title_full_unstemmed | Hospital treatment costs associated with incident complications in patients with type 2 diabetes—real-world study based on electronic patient information systems |
title_short | Hospital treatment costs associated with incident complications in patients with type 2 diabetes—real-world study based on electronic patient information systems |
title_sort | hospital treatment costs associated with incident complications in patients with type 2 diabetes—real-world study based on electronic patient information systems |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8994912/ https://www.ncbi.nlm.nih.gov/pubmed/35397604 http://dx.doi.org/10.1186/s12913-022-07895-6 |
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