Undiagnosed diabetes based on HbA 1c by socioeconomic status and healthcare consumption in the Tromsø Study 1994-2016

Introduction - We aimed to investigate whether the proportion of undiagnosed diabetes varies by socioeconomic status and healthcare consumption, in a Norwegian population screened with glycated hemoglobin (HbA1c). Research - design and methods In this cohort study, we studied age-standardized diabet...

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Published in:BMJ Open Diabetes Research & Care
Main Authors: Lopez-Doriga Ruiz, Paz, Hopstock, Laila Arnesdatter, Eggen, Anne Elise, Njølstad, Inger, Grimnes, Guri, Stene, Lars Christian Mørch, Gulseth, Hanne Løvdal
Format: Article in Journal/Newspaper
Language:English
Published: BMJ Publishing Group 2021
Subjects:
Online Access:https://hdl.handle.net/10037/23452
https://doi.org/10.1136/bmjdrc-2021-002423
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author Lopez-Doriga Ruiz, Paz
Hopstock, Laila Arnesdatter
Eggen, Anne Elise
Njølstad, Inger
Grimnes, Guri
Stene, Lars Christian Mørch
Gulseth, Hanne Løvdal
author_facet Lopez-Doriga Ruiz, Paz
Hopstock, Laila Arnesdatter
Eggen, Anne Elise
Njølstad, Inger
Grimnes, Guri
Stene, Lars Christian Mørch
Gulseth, Hanne Løvdal
author_sort Lopez-Doriga Ruiz, Paz
collection University of Tromsø: Munin Open Research Archive
container_issue 2
container_start_page e002423
container_title BMJ Open Diabetes Research & Care
container_volume 9
description Introduction - We aimed to investigate whether the proportion of undiagnosed diabetes varies by socioeconomic status and healthcare consumption, in a Norwegian population screened with glycated hemoglobin (HbA1c). Research - design and methods In this cohort study, we studied age-standardized diabetes prevalence using data from men and women aged 40–89 years participating in four surveys of the Tromsø Study with available data on HbA1c and self-reported diabetes: 1994–1995 (n=6720), 2001 (n=5831), 2007–2008 (n=11 987), and 2015–2016 (n=20 170). We defined undiagnosed diabetes as HbA1c ≥6.5% (48 mmol/mol) and no self-reported diabetes. We studied the association of education, income and contact with a general practitioner on undiagnosed diabetes and estimated adjusted prevalence ratio (aPR) from multivariable adjusted (age, sex, body mass index) log-binomial regression. Results - Higher education was associated with lower prevalence of diagnosed and undiagnosed diabetes. Those with secondary and tertiary education had lower prevalence of undiagnosed diabetes (aPR for tertiary vs primary: 0.54, 95% CI: 0.44 to 0.66). Undiagnosed as a proportion of all diabetes was also significantly lower in those with tertiary education (aPR:0.78, 95% CI: 0.65 to 0.93). Household income was also negatively associated with prevalence of undiagnosed diabetes. Across the surveys, approximately 80% of those with undiagnosed diabetes had been in contact with a general practitioner the last year, similar to those without diabetes. Conclusions - Undiagnosed diabetes was lower among participants with higher education. The hypothesis that those with undiagnosed diabetes had been less in contact with a general practitioner was not supported.
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spelling ftunivtroemsoe:oai:munin.uit.no:10037/23452 2025-04-13T14:27:35+00:00 Undiagnosed diabetes based on HbA 1c by socioeconomic status and healthcare consumption in the Tromsø Study 1994-2016 Lopez-Doriga Ruiz, Paz Hopstock, Laila Arnesdatter Eggen, Anne Elise Njølstad, Inger Grimnes, Guri Stene, Lars Christian Mørch Gulseth, Hanne Løvdal 2021-11-15 https://hdl.handle.net/10037/23452 https://doi.org/10.1136/bmjdrc-2021-002423 eng eng BMJ Publishing Group BMJ Open Diabetes Research & Care FRIDAID 1966463 https://hdl.handle.net/10037/23452 openAccess Copyright 2021 The Author(s) VDP::Medical disciplines: 700::Health sciences: 800::Community medicine Social medicine: 801 VDP::Medisinske Fag: 700::Helsefag: 800::Samfunnsmedisin sosialmedisin: 801 Journal article Tidsskriftartikkel Peer reviewed publishedVersion 2021 ftunivtroemsoe https://doi.org/10.1136/bmjdrc-2021-002423 2025-03-14T05:17:57Z Introduction - We aimed to investigate whether the proportion of undiagnosed diabetes varies by socioeconomic status and healthcare consumption, in a Norwegian population screened with glycated hemoglobin (HbA1c). Research - design and methods In this cohort study, we studied age-standardized diabetes prevalence using data from men and women aged 40–89 years participating in four surveys of the Tromsø Study with available data on HbA1c and self-reported diabetes: 1994–1995 (n=6720), 2001 (n=5831), 2007–2008 (n=11 987), and 2015–2016 (n=20 170). We defined undiagnosed diabetes as HbA1c ≥6.5% (48 mmol/mol) and no self-reported diabetes. We studied the association of education, income and contact with a general practitioner on undiagnosed diabetes and estimated adjusted prevalence ratio (aPR) from multivariable adjusted (age, sex, body mass index) log-binomial regression. Results - Higher education was associated with lower prevalence of diagnosed and undiagnosed diabetes. Those with secondary and tertiary education had lower prevalence of undiagnosed diabetes (aPR for tertiary vs primary: 0.54, 95% CI: 0.44 to 0.66). Undiagnosed as a proportion of all diabetes was also significantly lower in those with tertiary education (aPR:0.78, 95% CI: 0.65 to 0.93). Household income was also negatively associated with prevalence of undiagnosed diabetes. Across the surveys, approximately 80% of those with undiagnosed diabetes had been in contact with a general practitioner the last year, similar to those without diabetes. Conclusions - Undiagnosed diabetes was lower among participants with higher education. The hypothesis that those with undiagnosed diabetes had been less in contact with a general practitioner was not supported. Article in Journal/Newspaper Tromsø University of Tromsø: Munin Open Research Archive Tromsø BMJ Open Diabetes Research & Care 9 2 e002423
spellingShingle VDP::Medical disciplines: 700::Health sciences: 800::Community medicine
Social medicine: 801
VDP::Medisinske Fag: 700::Helsefag: 800::Samfunnsmedisin
sosialmedisin: 801
Lopez-Doriga Ruiz, Paz
Hopstock, Laila Arnesdatter
Eggen, Anne Elise
Njølstad, Inger
Grimnes, Guri
Stene, Lars Christian Mørch
Gulseth, Hanne Løvdal
Undiagnosed diabetes based on HbA 1c by socioeconomic status and healthcare consumption in the Tromsø Study 1994-2016
title Undiagnosed diabetes based on HbA 1c by socioeconomic status and healthcare consumption in the Tromsø Study 1994-2016
title_full Undiagnosed diabetes based on HbA 1c by socioeconomic status and healthcare consumption in the Tromsø Study 1994-2016
title_fullStr Undiagnosed diabetes based on HbA 1c by socioeconomic status and healthcare consumption in the Tromsø Study 1994-2016
title_full_unstemmed Undiagnosed diabetes based on HbA 1c by socioeconomic status and healthcare consumption in the Tromsø Study 1994-2016
title_short Undiagnosed diabetes based on HbA 1c by socioeconomic status and healthcare consumption in the Tromsø Study 1994-2016
title_sort undiagnosed diabetes based on hba 1c by socioeconomic status and healthcare consumption in the tromsø study 1994-2016
topic VDP::Medical disciplines: 700::Health sciences: 800::Community medicine
Social medicine: 801
VDP::Medisinske Fag: 700::Helsefag: 800::Samfunnsmedisin
sosialmedisin: 801
topic_facet VDP::Medical disciplines: 700::Health sciences: 800::Community medicine
Social medicine: 801
VDP::Medisinske Fag: 700::Helsefag: 800::Samfunnsmedisin
sosialmedisin: 801
url https://hdl.handle.net/10037/23452
https://doi.org/10.1136/bmjdrc-2021-002423