IMPORTANCE Type 1 diabetes has been associated with cardiovascular disease and late complications such as retinopathy and nephropathy. However, it is unclear whether there is an association between type 1 diabetes and school performance in children. OBJECTIVE To compare standardized reading and mathematics test scores of schoolchildren with type 1 diabetes vs those without diabetes. DESIGN, SETTING, AND PARTICIPANTS Population-based retrospective cohort study from January 1, 2011, to December 31, 2015 (end date of follow-up), including Danish public schoolchildren attending grades 2, 3, 4, 6, and 8. Test scores were obtained in math (n = 524 764) and reading (n = 1 037 006). Linear regression models compared outcomes with and without adjustment for socioeconomic characteristics. EXPOSURES Type 1 diabetes. MAIN OUTCOMES AND MEASURES Primary outcomes were pooled test scores in math and reading (range, 1-100). RESULTS Among 631 620 included public schoolchildren, the mean (SD) age was 10.31 (SD, 2.42) years, and 51% were male; 2031 had a confirmed diagnosis of type 1 diabetes. Overall, the mean combined score in math and reading was 56.11 (SD, 24.93). There were no significant differences in test scores found between children with type 1 diabetes (mean, 56.56) and children without diabetes (mean, 56.11; difference, 0.45 [95% CI, −0.31 to 1.22]). The estimated difference in test scores between children with and without type 1 diabetes from a linear regression model with adjustment for grade, test topic, and year was 0.24 (95% CI, −0.90 to 1.39) and 0.45 (95% CI, −0.58 to 1.49) with additional adjustment for socioeconomic status. CONCLUSIONS AND RELEVANCE Among Danish public schoolchildren, there was no significant difference in standardized reading and mathematics test scores of children with type 1 diabetes compared with test scores of children without diabetes.
To examine inequality in glycemic control by maternal educational level among children with type 1 diabetes in a setting with universal access to health care. RESEARCH DESIGN AND METHODS This was a longitudinal nationwide study of 4,079 Danish children with type 1 diabetes between the years 2000 and 2013. Children were divided into four groups based on mothers' education prebirth (£high school [n = 1,643], vocational or 2-year college [n = 1,548], bachelor's degree [n = 695], ‡master's degree [n = 193]). Means of socioeconomic and treatment characteristics were compared between groups. HbA 1c and the number of daily glucose tests were compared repeatedly from onset until 5 years after onset across groups. HbA 1c was compared across daily blood glucose testing frequency and groups. Linear regression was used to compare HbA 1c across groups with and without adjustment for socioeconomic and treatment characteristics. RESULTS Large differences in HbA 1c across maternal education were found. The mean level of HbA 1c during follow-up was 59.7 mmol/mol (7.6%) for children of mothers with ‡master's degrees and 68.7 mmol/mol (8.4%) for children of mothers with £high school (difference: 9.0 mmol/mol [95% CI 7.5, 10.6]; 0.8% [95% CI 0.7, 1.0]). The associations were attenuated but remained significant after adjustment. Observable characteristics explained 41.2% of the difference in HbA 1c between children of mothers with £high school and mothers with ‡master's degree; 22.5% of the difference was explained by more frequent blood glucose monitoring among the children with the highly educated mothers. CONCLUSIONS Family background is significantly related to outcomes for children with type 1 diabetes, even with universal access to health care. Aspects of family background such as socioeconomic status (1,2), household composition (3-5), and ethnicity (1) have been linked to metabolic controlda key determinant of diabetes-related complications (6-9)din children with type 1 diabetes. Specifically, children with well-educated or affluent parents (1,2,10,11
Aims:The objective of the study was to compare grade point averages (GPAs) on compulsory school exit exams (exam GPA) and educational attainment at age 16 and 20 for individuals with and without type 1 diabetes.Methods: This study was a population-based retrospective cohort study, which included the 1991 to 1998 birth cohorts in Denmark. Follow-up was conducted at age 16 and 20 (follow-up period; 1 January, 2007 to 31 December, 2018). There were 2083 individuals with and 555,929 individuals without type 1 diabetes.Linear regression and generalized linear models compared outcomes with and without adjustments for socio-economic characteristics.Results: A total of 558,012 individuals (51% males) were followed to the age of 20. Having type 1 diabetes was associated with a lower exam GPA when adjusting for socio-economic status (difference: −0.05 (95% CI, −0.09 to −0.01), a higher relative risk of not completing compulsory school by age 16 (1.37, 95% CI, 1.22 to 1.53)), and a higher relative risk of not completing or being enrolled in upper secondary education by age 20 (1.05, 95% CI, 1.00 to 1.10). Haemoglobin A1c (HbA1c) <58 mmol/mol (7.5%), >7 BGM/day and insulin pump use were associated with better educational achievement. Conclusion:Type 1 diabetes was associated with a marginally lower exam GPA
Aims/hypothesis We aimed to examine the association of type 1 diabetes with school wellbeing among Danish children. Methods This is a population-based cohort study involving 436,439 Danish children, of which 1499 had a confirmed diagnosis of type 1 diabetes. The children were enrolled in grade levels 4 to 9 (middle school) in Danish public schools in the years 2014-2017. Questionnaire outcomes from the yearly National Wellbeing Survey related to self-efficacy, perceived competences, peer and teacher support, bullying and somatic symptoms were analysed. Ordered logistic regression was used to compare outcomes of children with and without type 1 diabetes, and to compare subgroups of children with type 1 diabetes by different levels of HbA 1c and diabetes duration. Primary outcomes were answers to seven pre-specified questionnaire items (scale, 1 to 5). Results A total of 817,679 questionnaires were initiated, of which n = 2681 were from children with type 1 diabetes. Compared with the background population, children with type 1 diabetes expressed more peer support; adjusted OR 1.17 (95% CI 1.08, 1.27). Children with diabetes also reported more often having a headache; adjusted OR 1.09 (95% CI 1.00, 1.19). Overall, children with poor glycaemic control (HbA 1c >70 mmol/mol) had worse outcomes on the wellbeing measures compared with the background population. Even after adjusting for socioeconomic status, they still reported significantly worse perceived competences, less teacher support and more somatic symptoms (stomach ache and headache). Conclusions/interpretation In Denmark, children with type 1 diabetes generally feel well supported in school but have more headaches than other children. Poor glycaemic control is associated with worse psychological school-related wellbeing.
Causal estimates of the effects of child health shocks on parental labor market outcomes are important for making efficient child disability insurance policy. We leverage the onset of type 1 diabetes (T1D) in childhood to investigate the link between child's health and parental labor supply. We argue that T1D hits children as-if randomly because the exact cause is unknown, and it has low inheritability. T1D is characterized by a sudden, unpredictable onset, and receiving treatment is crucial to even short-term survival. Using Danish administrative registry data with quasi-experimental methods we show that mothers adjust their labor supply on the intensive margin and experience a 4-5% decrease in wage income that extends at least ten years after diagnosis. This reduction in wage income is similar in magnitude and duration to the motherhood penalty in Denmark. Maternal wage income and labor supply effects are smaller than previous estimates using disabilities that qualify for welfare, emphasizing the importance of not confounding welfare with child health. Fathers do not experience any long-term reduction in wage income.
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