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Use of electronic health records for the management of diabetes and its risk factors in the Principality of Asturias from 2014 to 2018

In recent years, the implementation of electronic health records across all hospitals and primary care centres within the National Health System has significantly enhanced access to patients’ clinical data. This study aims to estimate the prevalence of type 2 diabetes (T2DM) in primary care settings...

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Published in:Endocrinología, diabetes y nutrición. diabetes y nutrición., 2024-05, Vol.71 (5), p.208-215
Main Authors: García-Villarino, Miguel, Lambert, Carmen, De la Hera, Jesús M., Torre, Edelmiro Luis Menéndez, Rodríguez-Lacín, José María Fernández, Delgado-Álvarez, Elías
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container_end_page 215
container_issue 5
container_start_page 208
container_title Endocrinología, diabetes y nutrición.
container_volume 71
creator García-Villarino, Miguel
Lambert, Carmen
De la Hera, Jesús M.
Torre, Edelmiro Luis Menéndez
Rodríguez-Lacín, José María Fernández
Delgado-Álvarez, Elías
description In recent years, the implementation of electronic health records across all hospitals and primary care centres within the National Health System has significantly enhanced access to patients’ clinical data. This study aims to estimate the prevalence of type 2 diabetes (T2DM) in primary care settings and to outline its associated cardiovascular risk factors (CVRF) and epidemiological characteristics. An observational cross-sectional study was conducted including 89,679 patients diagnosed with T2DM who attended the primary health care system from 2014 to 2018. Data was provided by the Primary Health Care System of the Principality of Asturias (SESPA). The estimated prevalence of diagnosed T2DM was 8.01% (95% Confidence Interval [CI]: 7.96–8.06) of the total population. Additionally, it was more prevalent in males compared to females (9.90% [95% CI: 9.81–9.99] vs. 6.50% [95% CI: 6.44–6.57]) and increased with age in both sexes. People with T2DM had an average age of 74 years, 52.3% were male, and the most frequently associated CVRF were: dyslipidaemia (47.90%) and hypertension (62.20%). Glycaemic control improved during the 2014–2018 period (31.69%), as did lipid control (23.66%). However, the improvement in blood pressure control (9.34%) was less pronounced for the same period. Regarding the multifactorial control of diabetes (measured by LDL-cholesterol, HbA1C and blood pressure) the overall degree of control improved by 11.55% between 2014 and 2018. In this 5-year retrospective population-based study, the utilisation of data from electronic medical records provides insights into the prevalence of T2DM in a large population, as well as real-time CVRFs. Leveraging this data facilitates the development of targeted health policies. En los últimos años, la implementación de registros electrónicos de salud en todos los hospitales y centros de atención primaria dentro del Sistema Nacional de Salud ha mejorado significativamente el acceso a los datos clínicos de los pacientes. Este estudio tiene como objetivo estimar la prevalencia de la diabetes tipo 2 (T2DM) en entornos de atención primaria y describir sus factores de riesgo cardiovascular (CVRF) asociados y características epidemiológicas. Se realizó un estudio observacional transversal que incluyó a 89.679 pacientes diagnosticados con T2DM que asistieron al sistema de atención primaria de salud desde 2014 hasta 2018. Los datos fueron proporcionados por el Sistema de Atención Primaria de Salud del Principado de
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This study aims to estimate the prevalence of type 2 diabetes (T2DM) in primary care settings and to outline its associated cardiovascular risk factors (CVRF) and epidemiological characteristics. An observational cross-sectional study was conducted including 89,679 patients diagnosed with T2DM who attended the primary health care system from 2014 to 2018. Data was provided by the Primary Health Care System of the Principality of Asturias (SESPA). The estimated prevalence of diagnosed T2DM was 8.01% (95% Confidence Interval [CI]: 7.96–8.06) of the total population. Additionally, it was more prevalent in males compared to females (9.90% [95% CI: 9.81–9.99] vs. 6.50% [95% CI: 6.44–6.57]) and increased with age in both sexes. People with T2DM had an average age of 74 years, 52.3% were male, and the most frequently associated CVRF were: dyslipidaemia (47.90%) and hypertension (62.20%). Glycaemic control improved during the 2014–2018 period (31.69%), as did lipid control (23.66%). However, the improvement in blood pressure control (9.34%) was less pronounced for the same period. Regarding the multifactorial control of diabetes (measured by LDL-cholesterol, HbA1C and blood pressure) the overall degree of control improved by 11.55% between 2014 and 2018. In this 5-year retrospective population-based study, the utilisation of data from electronic medical records provides insights into the prevalence of T2DM in a large population, as well as real-time CVRFs. Leveraging this data facilitates the development of targeted health policies. En los últimos años, la implementación de registros electrónicos de salud en todos los hospitales y centros de atención primaria dentro del Sistema Nacional de Salud ha mejorado significativamente el acceso a los datos clínicos de los pacientes. Este estudio tiene como objetivo estimar la prevalencia de la diabetes tipo 2 (T2DM) en entornos de atención primaria y describir sus factores de riesgo cardiovascular (CVRF) asociados y características epidemiológicas. Se realizó un estudio observacional transversal que incluyó a 89.679 pacientes diagnosticados con T2DM que asistieron al sistema de atención primaria de salud desde 2014 hasta 2018. Los datos fueron proporcionados por el Sistema de Atención Primaria de Salud del Principado de Asturias (SESPA). La prevalencia estimada de T2DM diagnosticada fue del 8,01% (intervalo de confianza del 95% [IC]: 7,96-8,06) de la población total. Además, fue más prevalente en hombres en comparación con mujeres (9,90% [IC del 95%: 9,81-9,99] vs. 6,50% [IC del 95%: 6,44-6,57]) y aumentó con la edad en ambos sexos. Las personas con T2DM tenían una edad promedio de 74 años, el 52,3% eran hombres y los CVRF más frecuentemente asociados fueron: dislipidemia (47,90%) e hipertensión (62,20%). El control glucémico mejoró durante el período de 2014-2018 (31,69%), al igual que el control lipídico (23,66%). Sin embargo, la mejora en el control de la presión arterial (9,34%) fue menos pronunciada para el mismo período. En cuanto al control multifactorial de la diabetes (medido por LDL-colesterol, HbA1C y presión arterial), el grado general de control mejoró un 11,55% entre 2014 y 2018. En este estudio retrospectivo de base poblacional de 5 años, la utilización de datos de registros electrónicos de salud proporciona información sobre la prevalencia de T2DM en una gran población, así como sobre los CVRF en tiempo real. El aprovechamiento de estos datos facilita el desarrollo de políticas de salud dirigidas.</description><identifier>ISSN: 2530-0180</identifier><identifier>EISSN: 2530-0180</identifier><identifier>DOI: 10.1016/j.endien.2024.03.017</identifier><identifier>PMID: 38897704</identifier><language>eng</language><publisher>Spain: Elsevier España, S.L.U</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Cardiovascular Diseases - epidemiology ; Cardiovascular Diseases - etiology ; Cardiovascular risk factors ; Cross-Sectional Studies ; Datos del mundo real ; Diabetes mellitus ; Diabetes Mellitus, Type 2 - epidemiology ; Dyslipidemias - epidemiology ; Electronic Health Records ; Epidemiology ; Epidemiología ; Factores de riesgo cardiovascular ; Female ; Heart Disease Risk Factors ; Humans ; Hypertension - epidemiology ; Male ; Middle Aged ; Prevalence ; Primary Health Care ; Real-world data ; Risk Factors ; Spain - epidemiology</subject><ispartof>Endocrinología, diabetes y nutrición., 2024-05, Vol.71 (5), p.208-215</ispartof><rights>2024 SEEN and SED</rights><rights>Copyright © 2024 SEEN and SED. 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However, the improvement in blood pressure control (9.34%) was less pronounced for the same period. Regarding the multifactorial control of diabetes (measured by LDL-cholesterol, HbA1C and blood pressure) the overall degree of control improved by 11.55% between 2014 and 2018. In this 5-year retrospective population-based study, the utilisation of data from electronic medical records provides insights into the prevalence of T2DM in a large population, as well as real-time CVRFs. Leveraging this data facilitates the development of targeted health policies. En los últimos años, la implementación de registros electrónicos de salud en todos los hospitales y centros de atención primaria dentro del Sistema Nacional de Salud ha mejorado significativamente el acceso a los datos clínicos de los pacientes. 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El control glucémico mejoró durante el período de 2014-2018 (31,69%), al igual que el control lipídico (23,66%). Sin embargo, la mejora en el control de la presión arterial (9,34%) fue menos pronunciada para el mismo período. En cuanto al control multifactorial de la diabetes (medido por LDL-colesterol, HbA1C y presión arterial), el grado general de control mejoró un 11,55% entre 2014 y 2018. En este estudio retrospectivo de base poblacional de 5 años, la utilización de datos de registros electrónicos de salud proporciona información sobre la prevalencia de T2DM en una gran población, así como sobre los CVRF en tiempo real. 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This study aims to estimate the prevalence of type 2 diabetes (T2DM) in primary care settings and to outline its associated cardiovascular risk factors (CVRF) and epidemiological characteristics. An observational cross-sectional study was conducted including 89,679 patients diagnosed with T2DM who attended the primary health care system from 2014 to 2018. Data was provided by the Primary Health Care System of the Principality of Asturias (SESPA). The estimated prevalence of diagnosed T2DM was 8.01% (95% Confidence Interval [CI]: 7.96–8.06) of the total population. Additionally, it was more prevalent in males compared to females (9.90% [95% CI: 9.81–9.99] vs. 6.50% [95% CI: 6.44–6.57]) and increased with age in both sexes. People with T2DM had an average age of 74 years, 52.3% were male, and the most frequently associated CVRF were: dyslipidaemia (47.90%) and hypertension (62.20%). Glycaemic control improved during the 2014–2018 period (31.69%), as did lipid control (23.66%). However, the improvement in blood pressure control (9.34%) was less pronounced for the same period. Regarding the multifactorial control of diabetes (measured by LDL-cholesterol, HbA1C and blood pressure) the overall degree of control improved by 11.55% between 2014 and 2018. In this 5-year retrospective population-based study, the utilisation of data from electronic medical records provides insights into the prevalence of T2DM in a large population, as well as real-time CVRFs. Leveraging this data facilitates the development of targeted health policies. En los últimos años, la implementación de registros electrónicos de salud en todos los hospitales y centros de atención primaria dentro del Sistema Nacional de Salud ha mejorado significativamente el acceso a los datos clínicos de los pacientes. Este estudio tiene como objetivo estimar la prevalencia de la diabetes tipo 2 (T2DM) en entornos de atención primaria y describir sus factores de riesgo cardiovascular (CVRF) asociados y características epidemiológicas. Se realizó un estudio observacional transversal que incluyó a 89.679 pacientes diagnosticados con T2DM que asistieron al sistema de atención primaria de salud desde 2014 hasta 2018. Los datos fueron proporcionados por el Sistema de Atención Primaria de Salud del Principado de Asturias (SESPA). La prevalencia estimada de T2DM diagnosticada fue del 8,01% (intervalo de confianza del 95% [IC]: 7,96-8,06) de la población total. Además, fue más prevalente en hombres en comparación con mujeres (9,90% [IC del 95%: 9,81-9,99] vs. 6,50% [IC del 95%: 6,44-6,57]) y aumentó con la edad en ambos sexos. Las personas con T2DM tenían una edad promedio de 74 años, el 52,3% eran hombres y los CVRF más frecuentemente asociados fueron: dislipidemia (47,90%) e hipertensión (62,20%). El control glucémico mejoró durante el período de 2014-2018 (31,69%), al igual que el control lipídico (23,66%). Sin embargo, la mejora en el control de la presión arterial (9,34%) fue menos pronunciada para el mismo período. En cuanto al control multifactorial de la diabetes (medido por LDL-colesterol, HbA1C y presión arterial), el grado general de control mejoró un 11,55% entre 2014 y 2018. En este estudio retrospectivo de base poblacional de 5 años, la utilización de datos de registros electrónicos de salud proporciona información sobre la prevalencia de T2DM en una gran población, así como sobre los CVRF en tiempo real. El aprovechamiento de estos datos facilita el desarrollo de políticas de salud dirigidas.</abstract><cop>Spain</cop><pub>Elsevier España, S.L.U</pub><pmid>38897704</pmid><doi>10.1016/j.endien.2024.03.017</doi><tpages>8</tpages></addata></record>
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subjects Adult
Aged
Aged, 80 and over
Cardiovascular Diseases - epidemiology
Cardiovascular Diseases - etiology
Cardiovascular risk factors
Cross-Sectional Studies
Datos del mundo real
Diabetes mellitus
Diabetes Mellitus, Type 2 - epidemiology
Dyslipidemias - epidemiology
Electronic Health Records
Epidemiology
Epidemiología
Factores de riesgo cardiovascular
Female
Heart Disease Risk Factors
Humans
Hypertension - epidemiology
Male
Middle Aged
Prevalence
Primary Health Care
Real-world data
Risk Factors
Spain - epidemiology
title Use of electronic health records for the management of diabetes and its risk factors in the Principality of Asturias from 2014 to 2018
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