Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway.
Regional Medicines Information and Pharmacovigilance Centre (RELIS), University Hospital of North Norway, Tromsø, Norway.
Scand J Public Health. 2023 Nov;51(7):1061-1068. doi: 10.1177/14034948221088004. Epub 2022 May 20.
Self-reported data on educational level have been collected for decades in the Tromsø Study, but their validity has yet to be established.
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.
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.
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.
几十年来,特罗姆瑟研究一直在收集自我报告的教育水平数据,但这些数据的有效性尚未得到证实。
利用挪威统计局的数据,调查特罗姆瑟研究中自我报告的教育水平的完整性和正确性。此外,我们还探讨了使用这两个数据源对心血管代谢疾病教育趋势的影响。
我们比较了特罗姆瑟研究第七次调查(特罗姆瑟 7 期,2015-2016 年)中的 20615 名参与者的自我报告和挪威统计局记录的教育水平(小学、中学、大学/大专<4 年和大学/大专 ⩾4 年)。使用灵敏度、阳性预测值和加权 Kappa 来衡量三个年龄组(40-52 岁、53-62 岁、63-99 岁)中自我报告教育水平的有效性。使用多变量逻辑回归比较自我报告和挪威统计局记录的教育水平在心血管代谢疾病教育趋势方面的差异。
具有 4 年或以上大学/大专学历者的自我报告教育水平的灵敏度最高(所有年龄组和性别均为 ⩾97%)。小学教育水平的灵敏度范围为 67%至 92%(所有年龄组和性别)。具有 4 年或以上大学/大专学历的女性的阳性预测值最低(29-46%)。加权 Kappa 在男性中为中等至高度(0.41-0.51),在女性中为中等(0.41-0.51)。当使用自我报告的教育水平时,心血管代谢疾病风险的教育趋势不那么明显。