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Diagnostic groups of hospital stays and outpatient visits during 10 years before Alzheimer’s disease
BACKGROUND: Alzheimer’s disease (AD) is a major determinant of healthcare costs and increase in the healthcare service use occur already before the AD diagnosis. However, little is known how the different diagnosis categories contribute to this increase in healthcare use. We investigated how the hos...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10074798/ https://www.ncbi.nlm.nih.gov/pubmed/37016409 http://dx.doi.org/10.1186/s12913-023-09345-3 |
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author | Mäklin, Kiira Lampela, Pasi Lin, Julian Sirpa, Hartikainen Tolppanen, Anna-Maija |
author_facet | Mäklin, Kiira Lampela, Pasi Lin, Julian Sirpa, Hartikainen Tolppanen, Anna-Maija |
author_sort | Mäklin, Kiira |
collection | PubMed |
description | BACKGROUND: Alzheimer’s disease (AD) is a major determinant of healthcare costs and increase in the healthcare service use occur already before the AD diagnosis. However, little is known how the different diagnosis categories contribute to this increase in healthcare use. We investigated how the hospitalizations and specialized healthcare outpatient visits from different diagnosis categories, based on the International Classification of Diseases (ICD-10) chapters, contribute to increased specialized healthcare service use during ten-year period preceding AD diagnosis. METHODS: A register-based nationwide cohort of 42,934 community-dwelling persons who received clinically verified AD diagnosis in between 2008 and 2011 in Finland and 1:1 age, sex and hospital district- matched comparison cohort were included. Hospitalizations and specialized healthcare visits were categorized by the main diagnosis, according to the ICD-10 chapters. AD and dementia were separated to their own category. The number of persons with visits and stays was calculated for every 6 months, irrespective of the frequency of visits/stays individual had during that time window. Furthermore, the relative distribution of the diagnosis categories was computed. RESULTS: AD cohort was more likely to have visits and stays during the 10-year period (OR 1.19, 95% CI 1.17–1.21). The number of persons with visits and stays peaked in AD cohort from 1.5 years before the diagnosis when the differences in relative distribution of different diagnosis categories also became evident. The largest differences were observed for visits/stays with cognitive disorders, symptoms of unspecified diseases and psychiatric disorders diagnoses, and those with missing diagnosis codes in the last time window before AD diagnosis. CONCLUSIONS AND IMPLICATIONS: Increased healthcare service use before AD diagnosis does not seem to arise from differences in specific diagnosis categories of ICD-10 such as diseases of the circulatory system, but from the higher frequency of visits and stays among persons with AD across diagnosis categories. Based on the relative distribution of diagnosis categories, the steep increase in healthcare service use just before and during the diagnostic process is likely due to prodromal symptoms and visits related to cognition. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-023-09345-3. |
format | Online Article Text |
id | pubmed-10074798 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100747982023-04-06 Diagnostic groups of hospital stays and outpatient visits during 10 years before Alzheimer’s disease Mäklin, Kiira Lampela, Pasi Lin, Julian Sirpa, Hartikainen Tolppanen, Anna-Maija BMC Health Serv Res Research BACKGROUND: Alzheimer’s disease (AD) is a major determinant of healthcare costs and increase in the healthcare service use occur already before the AD diagnosis. However, little is known how the different diagnosis categories contribute to this increase in healthcare use. We investigated how the hospitalizations and specialized healthcare outpatient visits from different diagnosis categories, based on the International Classification of Diseases (ICD-10) chapters, contribute to increased specialized healthcare service use during ten-year period preceding AD diagnosis. METHODS: A register-based nationwide cohort of 42,934 community-dwelling persons who received clinically verified AD diagnosis in between 2008 and 2011 in Finland and 1:1 age, sex and hospital district- matched comparison cohort were included. Hospitalizations and specialized healthcare visits were categorized by the main diagnosis, according to the ICD-10 chapters. AD and dementia were separated to their own category. The number of persons with visits and stays was calculated for every 6 months, irrespective of the frequency of visits/stays individual had during that time window. Furthermore, the relative distribution of the diagnosis categories was computed. RESULTS: AD cohort was more likely to have visits and stays during the 10-year period (OR 1.19, 95% CI 1.17–1.21). The number of persons with visits and stays peaked in AD cohort from 1.5 years before the diagnosis when the differences in relative distribution of different diagnosis categories also became evident. The largest differences were observed for visits/stays with cognitive disorders, symptoms of unspecified diseases and psychiatric disorders diagnoses, and those with missing diagnosis codes in the last time window before AD diagnosis. CONCLUSIONS AND IMPLICATIONS: Increased healthcare service use before AD diagnosis does not seem to arise from differences in specific diagnosis categories of ICD-10 such as diseases of the circulatory system, but from the higher frequency of visits and stays among persons with AD across diagnosis categories. Based on the relative distribution of diagnosis categories, the steep increase in healthcare service use just before and during the diagnostic process is likely due to prodromal symptoms and visits related to cognition. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-023-09345-3. BioMed Central 2023-04-04 /pmc/articles/PMC10074798/ /pubmed/37016409 http://dx.doi.org/10.1186/s12913-023-09345-3 Text en © The Author(s) 2023 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 Mäklin, Kiira Lampela, Pasi Lin, Julian Sirpa, Hartikainen Tolppanen, Anna-Maija Diagnostic groups of hospital stays and outpatient visits during 10 years before Alzheimer’s disease |
title | Diagnostic groups of hospital stays and outpatient visits during 10 years before Alzheimer’s disease |
title_full | Diagnostic groups of hospital stays and outpatient visits during 10 years before Alzheimer’s disease |
title_fullStr | Diagnostic groups of hospital stays and outpatient visits during 10 years before Alzheimer’s disease |
title_full_unstemmed | Diagnostic groups of hospital stays and outpatient visits during 10 years before Alzheimer’s disease |
title_short | Diagnostic groups of hospital stays and outpatient visits during 10 years before Alzheimer’s disease |
title_sort | diagnostic groups of hospital stays and outpatient visits during 10 years before alzheimer’s disease |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10074798/ https://www.ncbi.nlm.nih.gov/pubmed/37016409 http://dx.doi.org/10.1186/s12913-023-09345-3 |
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