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Validity of self-reported educational level in the Tromsø Study

BACKGROUND: Self-reported data on educational level have been collected for decades in the Tromsø Study, but their validity has yet to be established. AIM: To investigate the completeness and correctness of self-reported educational level in the Tromsø Study, using data from Statistics Norway. In ad...

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Autores principales: Vo, Chi Q, Samuelsen, Per-Jostein, Sommerseth, Hilde L, Wisløff, Torbjørn, Wilsgaard, Tom, Eggen, Anne E
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10599084/
https://www.ncbi.nlm.nih.gov/pubmed/35593433
http://dx.doi.org/10.1177/14034948221088004
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author Vo, Chi Q
Samuelsen, Per-Jostein
Sommerseth, Hilde L
Wisløff, Torbjørn
Wilsgaard, Tom
Eggen, Anne E
author_facet Vo, Chi Q
Samuelsen, Per-Jostein
Sommerseth, Hilde L
Wisløff, Torbjørn
Wilsgaard, Tom
Eggen, Anne E
author_sort Vo, Chi Q
collection PubMed
description BACKGROUND: Self-reported data on educational level have been collected for decades in the Tromsø Study, but their validity has yet to be established. AIM: To investigate the completeness and correctness of self-reported educational level in the Tromsø Study, using data from Statistics Norway. In addition, we explored the consequence of using these two data sources on educational trends in cardiometabolic diseases. METHODS: We compared self-reported and Statistics Norway-recorded educational level (primary, upper secondary, college/university <4 years, and college/university ⩾4 years) among 20,615 participants in the seventh survey of the Tromsø Study (Tromsø7, 2015–2016). Sensitivity, positive predictive value and weighted kappa were used to measure the validity of self-reported educational level in three age groups (40–52, 53–62, 63–99 years). Multivariable logistic regression was used to compare educational trends in cardiometabolic diseases between self-reported and Statistics Norway-recorded educational level. RESULTS: Sensitivity of self-reported educational level was highest among those with a college/university education of 4 years or more (⩾97% in all age groups and both sexes). Sensitivity for primary educational level ranged from 67% to 92% (all age groups and both sexes). The lowest positive predictive value was observed among women with a college/university education of 4 years or more (29–46%). Weighted kappa was substantial (0.52–0.59) among men and moderate to substantial (0.41–0.51) among women. Educational trends in the risk of cardiometabolic diseases were less pronounced when self-reported educational level was used. CONCLUSIONS: Self-reported educational level in Tromsø7 is adequately complete and correct. Self-reported data may produce weaker associations between educational level and cardiometabolic diseases than registry-based data.
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spelling pubmed-105990842023-10-26 Validity of self-reported educational level in the Tromsø Study Vo, Chi Q Samuelsen, Per-Jostein Sommerseth, Hilde L Wisløff, Torbjørn Wilsgaard, Tom Eggen, Anne E Scand J Public Health Original Articles BACKGROUND: Self-reported data on educational level have been collected for decades in the Tromsø Study, but their validity has yet to be established. AIM: To investigate the completeness and correctness of self-reported educational level in the Tromsø Study, using data from Statistics Norway. In addition, we explored the consequence of using these two data sources on educational trends in cardiometabolic diseases. METHODS: We compared self-reported and Statistics Norway-recorded educational level (primary, upper secondary, college/university <4 years, and college/university ⩾4 years) among 20,615 participants in the seventh survey of the Tromsø Study (Tromsø7, 2015–2016). Sensitivity, positive predictive value and weighted kappa were used to measure the validity of self-reported educational level in three age groups (40–52, 53–62, 63–99 years). Multivariable logistic regression was used to compare educational trends in cardiometabolic diseases between self-reported and Statistics Norway-recorded educational level. RESULTS: Sensitivity of self-reported educational level was highest among those with a college/university education of 4 years or more (⩾97% in all age groups and both sexes). Sensitivity for primary educational level ranged from 67% to 92% (all age groups and both sexes). The lowest positive predictive value was observed among women with a college/university education of 4 years or more (29–46%). Weighted kappa was substantial (0.52–0.59) among men and moderate to substantial (0.41–0.51) among women. Educational trends in the risk of cardiometabolic diseases were less pronounced when self-reported educational level was used. CONCLUSIONS: Self-reported educational level in Tromsø7 is adequately complete and correct. Self-reported data may produce weaker associations between educational level and cardiometabolic diseases than registry-based data. SAGE Publications 2022-05-20 2023-11 /pmc/articles/PMC10599084/ /pubmed/35593433 http://dx.doi.org/10.1177/14034948221088004 Text en © Author(s) 2022 https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Articles
Vo, Chi Q
Samuelsen, Per-Jostein
Sommerseth, Hilde L
Wisløff, Torbjørn
Wilsgaard, Tom
Eggen, Anne E
Validity of self-reported educational level in the Tromsø Study
title Validity of self-reported educational level in the Tromsø Study
title_full Validity of self-reported educational level in the Tromsø Study
title_fullStr Validity of self-reported educational level in the Tromsø Study
title_full_unstemmed Validity of self-reported educational level in the Tromsø Study
title_short Validity of self-reported educational level in the Tromsø Study
title_sort validity of self-reported educational level in the tromsø study
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10599084/
https://www.ncbi.nlm.nih.gov/pubmed/35593433
http://dx.doi.org/10.1177/14034948221088004
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