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The effect of the integration of health services on health care usage among patients with type 2 diabetes in North Karelia, Finland
BACKGROUND: The need to improve the care of people with complex care requirements has been driving the reforms integrating care processes. This study examines the effect of the integration of health services on health care usage and the processes and outcomes of care among type 2 diabetes patients....
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805148/ https://www.ncbi.nlm.nih.gov/pubmed/33441132 http://dx.doi.org/10.1186/s12913-021-06059-2 |
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author | Wikström, Katja Lamidi, Marja-Leena Rautiainen, Päivi Tirkkonen, Hilkka Kivinen, Petri Laatikainen, Tiina |
author_facet | Wikström, Katja Lamidi, Marja-Leena Rautiainen, Päivi Tirkkonen, Hilkka Kivinen, Petri Laatikainen, Tiina |
author_sort | Wikström, Katja |
collection | PubMed |
description | BACKGROUND: The need to improve the care of people with complex care requirements has been driving the reforms integrating care processes. This study examines the effect of the integration of health services on health care usage and the processes and outcomes of care among type 2 diabetes patients. METHODS: Data include all type 2 diabetes patients who lived in North Karelia, Finland, between 2014 and 2018. Health care contacts and glycated haemoglobin (HbA1c) measurements were obtained from the electronic health records. Logistic, Poisson and linear models with generalised estimating equations and the Friedman test were used to study the differences between years. RESULTS: The health care usage was highest in 2017, the first year of a new organisation, and smallest in the following year. Before the new organisation, the health care usage was lowest in 2014, being slightly higher compared with 2018. Between the last two years, the mean number of contacts per person declined from 3.25 to 2.88 (-0.37, p < 0.001). The decreasing pattern seen in total health care usage was most obvious among contacts with primary health care nurses. The number of contacts increased only among specialised care nurses between the last two years. The number of HbA1c measurements was also in its lowest in 2018 but in its highest in 2015. Between the years 2014 and 2018, the difference in the mean number of contacts was − 0.05 (p = 0.011) for those not measured, -0.02 (p = 0.225) for those measured and within the target level of HbA1c, and 0.12 (p = 0.001) for those measured and not at the target level of HbA1c. CONCLUSIONS: Health care integration first increased the health care usage but then brought it to a slightly lower level than before. The changes were most obvious in primary health care nurses’ appointments, and no decline was observed in secondary-level care. Even though the numbers of HbA1c measurements and the proportion measured declined, measurements increased among those with poor glycaemic control. The observed changes might reflect the better targeting and more concordant services in different service units. |
format | Online Article Text |
id | pubmed-7805148 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-78051482021-01-14 The effect of the integration of health services on health care usage among patients with type 2 diabetes in North Karelia, Finland Wikström, Katja Lamidi, Marja-Leena Rautiainen, Päivi Tirkkonen, Hilkka Kivinen, Petri Laatikainen, Tiina BMC Health Serv Res Research Article BACKGROUND: The need to improve the care of people with complex care requirements has been driving the reforms integrating care processes. This study examines the effect of the integration of health services on health care usage and the processes and outcomes of care among type 2 diabetes patients. METHODS: Data include all type 2 diabetes patients who lived in North Karelia, Finland, between 2014 and 2018. Health care contacts and glycated haemoglobin (HbA1c) measurements were obtained from the electronic health records. Logistic, Poisson and linear models with generalised estimating equations and the Friedman test were used to study the differences between years. RESULTS: The health care usage was highest in 2017, the first year of a new organisation, and smallest in the following year. Before the new organisation, the health care usage was lowest in 2014, being slightly higher compared with 2018. Between the last two years, the mean number of contacts per person declined from 3.25 to 2.88 (-0.37, p < 0.001). The decreasing pattern seen in total health care usage was most obvious among contacts with primary health care nurses. The number of contacts increased only among specialised care nurses between the last two years. The number of HbA1c measurements was also in its lowest in 2018 but in its highest in 2015. Between the years 2014 and 2018, the difference in the mean number of contacts was − 0.05 (p = 0.011) for those not measured, -0.02 (p = 0.225) for those measured and within the target level of HbA1c, and 0.12 (p = 0.001) for those measured and not at the target level of HbA1c. CONCLUSIONS: Health care integration first increased the health care usage but then brought it to a slightly lower level than before. The changes were most obvious in primary health care nurses’ appointments, and no decline was observed in secondary-level care. Even though the numbers of HbA1c measurements and the proportion measured declined, measurements increased among those with poor glycaemic control. The observed changes might reflect the better targeting and more concordant services in different service units. BioMed Central 2021-01-13 /pmc/articles/PMC7805148/ /pubmed/33441132 http://dx.doi.org/10.1186/s12913-021-06059-2 Text en © The Author(s) 2021 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/. The Creative Commons Public Domain Dedication waiver (http://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 Article Wikström, Katja Lamidi, Marja-Leena Rautiainen, Päivi Tirkkonen, Hilkka Kivinen, Petri Laatikainen, Tiina The effect of the integration of health services on health care usage among patients with type 2 diabetes in North Karelia, Finland |
title | The effect of the integration of health services on health care usage among patients with type 2 diabetes in North Karelia, Finland |
title_full | The effect of the integration of health services on health care usage among patients with type 2 diabetes in North Karelia, Finland |
title_fullStr | The effect of the integration of health services on health care usage among patients with type 2 diabetes in North Karelia, Finland |
title_full_unstemmed | The effect of the integration of health services on health care usage among patients with type 2 diabetes in North Karelia, Finland |
title_short | The effect of the integration of health services on health care usage among patients with type 2 diabetes in North Karelia, Finland |
title_sort | effect of the integration of health services on health care usage among patients with type 2 diabetes in north karelia, finland |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805148/ https://www.ncbi.nlm.nih.gov/pubmed/33441132 http://dx.doi.org/10.1186/s12913-021-06059-2 |
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