Educational outcomes among children with type 1 diabetes: Whole-of-population linked-data study

Mumtaz Begum, Catherine Chittleborough, Rhiannon Pilkington, Murthy Mittinty, John Lynch, Megan Penno, Lisa Smithers

Research output: Contribution to journalArticlepeer-review

11 Citations (Scopus)

Abstract

Background: Challenges with type 1 diabetes (T1D) blood glucose management and illness-related school absences potentially influence children's educational outcomes. However, evidence about the impact of T1D on children's education is mixed. The objectives were to estimate the effects of T1D on children's educational outcomes, and compare time since T1D diagnosis (recent diagnosis [≤2 years] and 3 to 10 years long exposure) on educational outcomes. 

Methods: This whole-of-population study used de-identified, administrative linked-data from the South Australian Early Childhood Data Project. T1D was identified from hospital ICD-10-AM diagnosis codes (E10, ranging E101 to E109), from 2001 to 2014. Educational outcomes were measured in grade 5 by the National Assessment Program-Literacy and Numeracy (NAPLAN, 2008-2015) for children born from 1999 to 2005. Analyses were conducted using augmented inverse probability of treatment weighting. Multiple imputations was used to impute missing data. 

Results: Among 61 445 children born in South Australia who had undertaken NAPLAN assessments, 162 had T1D. There were negligible differences in the educational outcomes of children with and without T1D, and between recently diagnosed and those with longer exposure. For example, the mean reading score was 482.8 ± 78.9 for children with T1D and 475.5 ± 74.3 for other children. The average treatment effect of 6.8 (95% CI - 6.3-19.9) reflected one-tenth of a SD difference in the mean reading score of children with and without T1D. 

Conclusion: Children with T1D performed similarly on literacy and numeracy in grade 5 (age ~ 10-years) compared to children without T1D. This could be due to effective T1D management.

Original languageEnglish
Pages (from-to)1353-1361
Number of pages9
JournalPediatric Diabetes
Volume21
Issue number7
Early online date24 Aug 2020
DOIs
Publication statusPublished - Nov 2020
Externally publishedYes

Keywords

  • augmented inverse probability weighting
  • childhood
  • educational outcomes
  • linked-data
  • type 1 diabetes

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