Electronic Health Records as Valuable Data Sources in the Health Care Quality Improvement Process

Background: In North Karelia, Finland, the regional electronic health records (EHRs) enable flexible data retrieval and area-level analyses. The aim of this study was to assess the early detection of type 2 diabetes (T2D) in the region and to evaluate the performed activities in order to improve the...

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Published in:Health Services Research and Managerial Epidemiology
Main Authors: Wikström, Katja, Toivakka, Maija, Rautiainen, Päivi, Tirkkonen, Hilkka, Repo, Teppo, Laatikainen, Tiina
Other Authors: Diabetesliitto
Format: Article in Journal/Newspaper
Language:English
Published: SAGE Publications 2019
Subjects:
Online Access:http://dx.doi.org/10.1177/2333392819852879
http://journals.sagepub.com/doi/pdf/10.1177/2333392819852879
http://journals.sagepub.com/doi/full-xml/10.1177/2333392819852879
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spelling crsagepubl:10.1177/2333392819852879 2024-04-28T08:27:09+00:00 Electronic Health Records as Valuable Data Sources in the Health Care Quality Improvement Process Wikström, Katja Toivakka, Maija Rautiainen, Päivi Tirkkonen, Hilkka Repo, Teppo Laatikainen, Tiina Diabetesliitto 2019 http://dx.doi.org/10.1177/2333392819852879 http://journals.sagepub.com/doi/pdf/10.1177/2333392819852879 http://journals.sagepub.com/doi/full-xml/10.1177/2333392819852879 en eng SAGE Publications http://journals.sagepub.com/page/policies/text-and-data-mining-license Health Services Research and Managerial Epidemiology volume 6, page 233339281985287 ISSN 2333-3928 2333-3928 Health Policy Epidemiology journal-article 2019 crsagepubl https://doi.org/10.1177/2333392819852879 2024-04-02T08:15:10Z Background: In North Karelia, Finland, the regional electronic health records (EHRs) enable flexible data retrieval and area-level analyses. The aim of this study was to assess the early detection of type 2 diabetes (T2D) in the region and to evaluate the performed activities in order to improve the processes between the years 2012 and 2017. Methods: Patients with T2D were identified from the EHRs using the ICD-10 codes registered during any visit to either primary or specialized care. The prevalence of T2D was calculated for the years 2012, 2015, and 2017 on the municipality level. The number of people found in the EHRs with diabetes was compared with the number found in the national register of medication reimbursement rights. Results: In 2012, the age-adjusted prevalence of T2D in North Karelia varied considerably between municipalities (5.5%-8.6%). These differences indicate variation in the processes of early diagnosis. The findings were discussed in the regional network of health professionals treating patients with T2D, resulting in sharing experiences and best practices. In 2017, the differences had notably diminished, and in most municipalities, the prevalence exceeded 8%. The regional differences in the prevalence and their downward trend were observed both in the EHRs and in the medication reimbursement rights register. Conclusion: Clear differences in the prevalence of T2D were detected between municipalities. After visualizing these differences and providing information for the professionals, the early detection of T2D improved and the regional differences decreased. The EHRs are a valuable data source for knowledge-based management and quality improvement. Article in Journal/Newspaper karelia* SAGE Publications Health Services Research and Managerial Epidemiology 6 233339281985287
institution Open Polar
collection SAGE Publications
op_collection_id crsagepubl
language English
topic Health Policy
Epidemiology
spellingShingle Health Policy
Epidemiology
Wikström, Katja
Toivakka, Maija
Rautiainen, Päivi
Tirkkonen, Hilkka
Repo, Teppo
Laatikainen, Tiina
Electronic Health Records as Valuable Data Sources in the Health Care Quality Improvement Process
topic_facet Health Policy
Epidemiology
description Background: In North Karelia, Finland, the regional electronic health records (EHRs) enable flexible data retrieval and area-level analyses. The aim of this study was to assess the early detection of type 2 diabetes (T2D) in the region and to evaluate the performed activities in order to improve the processes between the years 2012 and 2017. Methods: Patients with T2D were identified from the EHRs using the ICD-10 codes registered during any visit to either primary or specialized care. The prevalence of T2D was calculated for the years 2012, 2015, and 2017 on the municipality level. The number of people found in the EHRs with diabetes was compared with the number found in the national register of medication reimbursement rights. Results: In 2012, the age-adjusted prevalence of T2D in North Karelia varied considerably between municipalities (5.5%-8.6%). These differences indicate variation in the processes of early diagnosis. The findings were discussed in the regional network of health professionals treating patients with T2D, resulting in sharing experiences and best practices. In 2017, the differences had notably diminished, and in most municipalities, the prevalence exceeded 8%. The regional differences in the prevalence and their downward trend were observed both in the EHRs and in the medication reimbursement rights register. Conclusion: Clear differences in the prevalence of T2D were detected between municipalities. After visualizing these differences and providing information for the professionals, the early detection of T2D improved and the regional differences decreased. The EHRs are a valuable data source for knowledge-based management and quality improvement.
author2 Diabetesliitto
format Article in Journal/Newspaper
author Wikström, Katja
Toivakka, Maija
Rautiainen, Päivi
Tirkkonen, Hilkka
Repo, Teppo
Laatikainen, Tiina
author_facet Wikström, Katja
Toivakka, Maija
Rautiainen, Päivi
Tirkkonen, Hilkka
Repo, Teppo
Laatikainen, Tiina
author_sort Wikström, Katja
title Electronic Health Records as Valuable Data Sources in the Health Care Quality Improvement Process
title_short Electronic Health Records as Valuable Data Sources in the Health Care Quality Improvement Process
title_full Electronic Health Records as Valuable Data Sources in the Health Care Quality Improvement Process
title_fullStr Electronic Health Records as Valuable Data Sources in the Health Care Quality Improvement Process
title_full_unstemmed Electronic Health Records as Valuable Data Sources in the Health Care Quality Improvement Process
title_sort electronic health records as valuable data sources in the health care quality improvement process
publisher SAGE Publications
publishDate 2019
url http://dx.doi.org/10.1177/2333392819852879
http://journals.sagepub.com/doi/pdf/10.1177/2333392819852879
http://journals.sagepub.com/doi/full-xml/10.1177/2333392819852879
genre karelia*
genre_facet karelia*
op_source Health Services Research and Managerial Epidemiology
volume 6, page 233339281985287
ISSN 2333-3928 2333-3928
op_rights http://journals.sagepub.com/page/policies/text-and-data-mining-license
op_doi https://doi.org/10.1177/2333392819852879
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