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

被引:12
|
作者
Begum, Mumtaz [1 ,2 ,3 ]
Chittleborough, Catherine [1 ,2 ]
Pilkington, Rhiannon [1 ,2 ]
Mittinty, Murthy [1 ,2 ]
Lynch, John [1 ,2 ,4 ]
Penno, Megan [2 ,5 ]
Smithers, Lisa [1 ,2 ]
机构
[1] Univ Adelaide, Sch Publ Hlth, Adelaide, SA, Australia
[2] Univ Adelaide, Robinson Res Inst, Adelaide, SA, Australia
[3] Univ Peshawar, Dept Food & Nutr, Coll Home Econ, Peshawar, Pakistan
[4] Univ Bristol, Populat Hlth Sci, Bristol, Avon, England
[5] Univ Adelaide, Sch Med, Adelaide, SA, Australia
基金
英国医学研究理事会;
关键词
augmented inverse probability weighting; childhood; educational outcomes; linked-data; type; 1; diabetes; YOUNG-PEOPLE; COMPLICATIONS TRIAL/EPIDEMIOLOGY; SCHOOL PERFORMANCE; GLYCEMIC CONTROL; ASSOCIATION; DISEASE; INTERVENTIONS; HYPOGLYCEMIA; ADOLESCENTS;
D O I
10.1111/pedi.13107
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Challenges with type 1 diabetes (T1D) blood glucose management and illness-relatedschool 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 similar to 10-years) compared to children without T1D. This could be due to effective T1D management.
引用
收藏
页码:1353 / 1361
页数:9
相关论文
共 50 条
  • [1] Effect of maternal smoking during pregnancy on childhood type 1 diabetes: a whole-of-population study
    Begum, Mumtaz
    Pilkington, Rhiannon M.
    Chittleborough, Catherine R.
    Lynch, John W.
    Penno, Megan
    Smithers, Lisa G.
    DIABETOLOGIA, 2020, 63 (06) : 1162 - 1173
  • [2] Incidence of type 1 diabetes by socio-demographic characteristics among South Australian children: Whole-of-population study
    Begum, Mumtaz
    Chittleborough, Catherine
    Pilkington, Rhiannon
    Mittinty, Murthy
    Lynch, John
    Penno, Megan
    Smithers, Lisa
    JOURNAL OF PAEDIATRICS AND CHILD HEALTH, 2020, 56 (12) : 1952 - 1958
  • [3] Center differences in diabetes treatment outcomes among children with type 1 diabetes: A nationwide study of 3866 Danish children
    Skipper, Niels
    Thingholm, Peter R.
    Borch, Luise
    Gaulke, Amanda
    Eriksen, Tine L. M.
    Sondergaard, Charlotte
    Svensson, Jannet
    PEDIATRIC DIABETES, 2022, 23 (01) : 73 - 83
  • [4] The association between educational status and diabetes outcomes: results of the DIAS study in children with diabetes type 1 in Germany
    Mueller-Godeffroy, Esther
    Moenkemoeller, Kirsten
    Lilienthal, Eggert
    Heidtmann, Bettina
    Becker, Marianne
    Feldhahn, Lutz
    Freff, Markus
    Hilgard, Doerte
    Krone, Beate
    Papsch, Matthias
    Schumacher, Andrea
    Schwab, Karl-Otfried
    Schweiger, Heidemarie
    Wolf, Johannes
    Bollow, Esther
    Holl, Reinhard
    DIABETOLOGIE UND STOFFWECHSEL, 2021, 16 (03) : 211 - 218
  • [5] Effect of maternal smoking during pregnancy on childhood type 1 diabetes: a whole-of-population study
    Mumtaz Begum
    Rhiannon M. Pilkington
    Catherine R. Chittleborough
    John W. Lynch
    Megan Penno
    Lisa G. Smithers
    Diabetologia, 2020, 63 : 1162 - 1173
  • [6] A Systematic Review of Physical Activity and Exercise on Physiological and Biochemical Outcomes in Children and Adolescents With Type 1 Diabetes
    Aljawarneh, Yousef M.
    Wardell, Diane W.
    Wood, Geri L.
    Rozmus, Cathy L.
    JOURNAL OF NURSING SCHOLARSHIP, 2019, 51 (03) : 337 - 345
  • [7] Preferences for Outcomes Among Adults with Type 1 Diabetes and Caregivers of Children with Type 1 Diabetes
    Marinac, Marjana
    Sutphin, Jessie
    Hutton, Campbell
    Klein, Kathleen
    Sullivan, Sean
    Mansfield, Carol
    PATIENT PREFERENCE AND ADHERENCE, 2020, 14 : 1719 - 1731
  • [8] High Rate of Depression among Saudi Children with Type 1 Diabetes
    Alaqeel, Aqeel
    Almijmaj, Muna
    Almushaigeh, Abdulaziz
    Aldakheel, Yasser
    Almesned, Raghad
    Al Ahmadi, Husam
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (21)
  • [9] Educational outcomes and the role of comorbidity among adolescents with type 1-diabetes in Denmark
    Thorsted, Anne Bonde
    Thygesen, Lau Caspar
    Hoffmann, Sofie Have
    Rosenkilde, Siri
    Lehn, Sara Fokdal
    Lundby-Christensen, Louise
    Horsbol, Trine Allerslev
    DIABETIC MEDICINE, 2024, 41 (05)
  • [10] Hemoglobin A1c and retinal arteriolar narrowing in children with type 1 diabetes: the diagnostics of early atherosclerosis risk in kids study
    Wurm, Michael
    Kuehnemund, Leonie
    Maier, Lisa
    Xia, Mi
    Lichte, Kai
    Hallermann, Kristiane
    Krause, Alexandra
    Krebs, Andreas
    Hanssen, Henner
    Deibert, Peter
    Schwab, Karl Otfried
    PEDIATRIC DIABETES, 2019, 20 (05) : 622 - 628