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Liu S, Ludvigsson JF, Lichtenstein P, Gudbjörnsdottir S, Taylor MJ, Larsson H, Kuja-Halkola R, Butwicka A. Educational Outcomes in Children and Adolescents With Type 1 Diabetes and Psychiatric Disorders. JAMA Netw Open 2023; 6:e238135. [PMID: 37052917 PMCID: PMC10102872 DOI: 10.1001/jamanetworkopen.2023.8135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/14/2023] Open
Abstract
Importance Research shows that children and adolescents with type 1 diabetes (T1D), compared with their peers without diabetes, have a greater risk of psychiatric disorders. However, no study has comprehensively examined whether having psychiatric disorders is associated with educational outcomes in children and adolescents with T1D. Objective To investigate educational outcomes in children and adolescents with T1D with and without psychiatric disorders. Design, Setting, and Participants This cohort study used data from multiple Swedish registers. The main study cohort included individuals born in Sweden between January 1, 1973, and December 31, 1997, who were followed up from birth through December 31, 2013. Data analyses were conducted from March 1 to June 30, 2022. Exposures Type 1 diabetes and psychiatric disorders (including neurodevelopmental disorders, depression, anxiety disorders, eating disorders, bipolar disorder, psychotic disorder, and substance misuse) diagnosed before 16 years of age. Main Outcomes and Measures Achieving educational milestones (completing compulsory school [primary and lower secondary education], being eligible to and finishing upper secondary school, and starting and finishing university) and compulsory school performances. Results Of 2 454 862 individuals (51.3% male), 13 294 (0.5%; 53.9% male) were diagnosed with T1D (median [IQR] age at diagnosis, 9.5 [6.0-12.5] years), among whom 1012 (7.6%) also had at least 1 psychiatric disorder. Compared with healthy individuals (without T1D and psychiatric disorders), individuals with T1D alone had slightly lower odds of achieving the examined educational milestones. However, those with both T1D and any psychiatric disorder had much lower odds of achieving milestones, including completing compulsory school (odds ratio [OR], 0.17; 95% CI, 0.13-0.21), being eligible for (OR, 0.25; 95% CI, 0.21-0.30) and finishing (OR, 0.19; 95% CI, 0.14-0.26) upper secondary school, and starting (OR, 0.36; 95% CI, 0.29-0.46) and finishing (OR, 0.30; 95% CI, 0.20-0.47) university. They also showed lower grade point averages for compulsory school subjects. These findings remained similar in sibling comparison analyses, suggesting independence from familial confounding. Conclusions and Relevance In this cohort study of Swedish-born children and adolescents, those with T1D alone had minor difficulties with their educational outcomes, whereas those with both T1D and psychiatric disorders had universal long-term educational underachievement. These findings highlight the importance of identifying psychiatric disorders in pediatric patients with T1D and the need for targeted educational intervention and support to minimize the education gap between the affected children and their peers.
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Affiliation(s)
- Shengxin Liu
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
| | - Jonas F Ludvigsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
- Department of Paediatrics, Örebro University Hospital, Örebro, Sweden
- Department of Medicine, Columbia University College of Physicians and Surgeons, New York, New York
| | - Paul Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
| | - Soffia Gudbjörnsdottir
- Swedish National Diabetes Register, Centre of Registers, Gothenburg, Sweden
- Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Mark J Taylor
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
| | - Henrik Larsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
- School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Ralf Kuja-Halkola
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
| | - Agnieszka Butwicka
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
- Child and Adolescent Psychiatry Stockholm, Stockholm Health Care Services, Region Stockholm, Sweden
- Department of Child Psychiatry, Medical University of Warsaw, Warsaw, Poland
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
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Lawrence SE, Albanese-O'Neill A, Besançon S, Black T, Bratina N, Chaney D, Cogen FR, Cummings EA, Moreau E, Pierce JS, Richmond E, Mahmud FH. ISPAD Clinical Practice Consensus Guidelines 2022: Management and support of children and adolescents with diabetes in school. Pediatr Diabetes 2022; 23:1478-1495. [PMID: 36537526 DOI: 10.1111/pedi.13432] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 10/08/2022] [Indexed: 12/24/2022] Open
Affiliation(s)
- Sarah E Lawrence
- Department of Pediatrics, University of Ottawa, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | | | | | - Taryn Black
- Strategy Division, Diabetes Australia, Brisbane, Queensland, Australia
| | - Nataša Bratina
- Department of Endocrinology, Diabetes and Metabolism, UMC, University Children's Hospital, Ljubljana, Slovenia
| | - David Chaney
- Local Impact, Operations Directorate, Diabetes UK, London, UK
| | - Fran R Cogen
- Division of Endocrinology and Diabetes, Children's National Hospital, Washington, DC, USA
| | - Elizabeth A Cummings
- Department of Pediatrics, Dalhousie University, IWK Health Centre, Halifax, Nova Scotia, Canada
| | - Elizabeth Moreau
- Department of Communications & Knowledge Translation, Canadian Paediatric Society, Ottawa, Ontario, Canada
| | - Jessica S Pierce
- Center for Healthcare Delivery Science, Nemours Children's Health, Orlando, Florida, USA
| | - Erick Richmond
- Department of Pediatrics, National Children's Hospital, San José, Costa Rica
| | - Farid H Mahmud
- Department of Pediatrics, University of Toronto, Hospital for Sick Children, Toronto, Ontario, Canada
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Badrakhkhuu N, Matsuyama Y, Araki MY, Yasuda YU, Ogawa T, Tumurkhuu T, Ganburged G, Bazar A, Fujiwara T, Moriyama K. Association Between Malocclusion and Academic Performance Among Mongolian Adolescents. Front Dent Med 2021. [DOI: 10.3389/fdmed.2020.623768] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Objective: Malocclusion has been reported to affect the daily lives of schoolchildren adversely, but little is known regarding the association between malocclusion and academic performance. We aimed to investigate the association between malocclusion and academic performance among adolescents in Mongolia.Methods: We conducted a cross-sectional study of 767 students aged 7–16 years from two public schools in Ulaanbaatar, Mongolia. Three orthodontists evaluated the need for malocclusion treatment in the participants and determined the type of malocclusion using the Index of Orthodontic Treatment Need and dental casts. The academic scores of study participants in 20 subjects were provided by their schools. Z-scores within subjects were calculated and aggregated into both overall and in six groups of subject categories comprised of mathematics, science, social science, language, arts, and physical education. A multiple linear regression analysis was performed to determine the association between malocclusion, malocclusion type, and academic score adjusted for gender, age, school, and family income.Results: Of the 767 students, 32.6% had malocclusion, and dental crowding was the most prevalent type (162 cases, 21.1%). Malocclusion was not significantly associated with the z-score of overall academic score [coefficient: 0.04, 95% confidence interval (CI): −0.11 to 0.19]; however, dental crowding was significantly associated with the overall academic score (coefficient: −0.19, 95% CI: −0.35 to −0.03), after adjusting for covariates. Other types of malocclusion were not associated with academic scores. Among the six subject categories, arts (coefficient: −0.20, 95% CI: −0.36 to −0.04) and physical education (coefficient: −0.24, 95% CI: −0.42 to −0.07) were significantly associated with dental crowding.Conclusions: Schoolchildren in Mongolia with dental crowding may be prone to poor academic performance, particularly in arts and physical education classes. Further randomized controlled trials are needed to determine whether the treatment of crowding boosts academic performance.
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Pierce JS, Wasserman R, Enlow P, Aroian K, Lee J, Wysocki T. Benefit finding among parents of young children with type 1 diabetes. Pediatr Diabetes 2019; 20:652-660. [PMID: 31006941 PMCID: PMC7416424 DOI: 10.1111/pedi.12860] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Revised: 02/15/2019] [Accepted: 04/16/2019] [Indexed: 12/30/2022] Open
Abstract
Benefit finding, perceived positive effects of adversity, has been associated with psychological well-being in people with chronic illnesses and with better adherence for adolescents with type 1 diabetes (T1D). Our qualitative research with parents of young children (< 6 years old) with T1D indicated that benefit finding (BF) is a common parental coping mechanism, but no tools exist to measure BF in parents. We determined psychometric properties of the Diabetes Benefit Finding Scale for Parents (DBFS-P), a 16-item questionnaire adapted from the validated adolescent version. Parents of young children with T1D (n = 172) were participants in a randomized trial of an online intervention. We examined the DBFS-P factor structure through principal component analysis (PCA); internal consistency through Cronbach's alpha; convergent validity via bivariate correlations between the DBFS-P and measures of parental depression, anxiety, T1D self-efficacy, and hypoglycemia fear; and discriminant validity via bivariate correlations between the DBFS-P and measures of parental somatization and child behavior problems. PCA revealed one factor (56.47% variance) with Cronbach's α = 0.95. Convergent validity of the DBFS-P was supported by significant correlations with parental depression (r = -0.35, P < 0.001), anxiety (r = -0.20, P = 0.008), T1D self-efficacy (r = 0.36, P < 0.001), and hypoglycemia fear (r = 0.27, P < 0.001). Non-significant correlations with parental somatization (r = -0.06, P = 0.42) and child behavior problems (r = -0.12, P = 0.14) support its discriminant validity. The DBFS-P demonstrated good psychometric properties as a tool for assessing BF among caregivers.
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Affiliation(s)
- Jessica S. Pierce
- Center for Healthcare Delivery Science, Nemours Children's Hospital, Orlando, Florida
| | - Rachel Wasserman
- Center for Healthcare Delivery Science, Nemours Children's Hospital, Orlando, Florida
| | - Paul Enlow
- Center for Healthcare Delivery Science, Nemours Alfred I. duPont Hospital for Children, Wilmington, Delaware
| | - Karen Aroian
- College of Nursing, University of Central Florida, Orlando, Florida
| | - Joyce Lee
- Division of Pediatric Endocrinology, Child Health Evaluation and Research Unit, University of Michigan, Ann Arbor, Michigan
| | - Tim Wysocki
- Center for Healthcare Delivery Science, Nemours Children's Specialty Care, Jacksonville, Florida
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Bratina N, Forsander G, Annan F, Wysocki T, Pierce J, Calliari LE, Pacaud D, Adolfsson P, Dovč K, Middlehurst A, Goss P, Goss J, Janson S, Acerini CL. ISPAD Clinical Practice Consensus Guidelines 2018: Management and support of children and adolescents with type 1 diabetes in school. Pediatr Diabetes 2018; 19 Suppl 27:287-301. [PMID: 30084519 DOI: 10.1111/pedi.12743] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 07/27/2018] [Indexed: 12/13/2022] Open
Affiliation(s)
- Natasa Bratina
- Department of Endocrinology, Diabetes & Metabolism, University Children's Hospital, Ljubljana, Slovenia
| | - Gun Forsander
- The Queen Silvia Children's Hospital and Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | | | - Tim Wysocki
- Center for Healthcare Delivery Science, Nemours Children Health System, Orlando, Florida
| | - Jessica Pierce
- Center for Healthcare Delivery Science, Nemours Children Health System, Orlando, Florida
| | - Luis E Calliari
- Department of Pediatrics, Santa Casa de Sao Paulo School of Medical Sciences, Brazil
| | - Danièle Pacaud
- Division of Diabetes and Endocrinology, Alberta Children's Hospital, Department of Paediatrics, University of Calgary, Calgary, Canada
| | - Peter Adolfsson
- Department of Pediatrics, The Hospital of Halland, Kungsbacka and Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Klemen Dovč
- Department of Endocrinology, Diabetes & Metabolism, University Children's Hospital, Ljubljana, Slovenia
| | - Angie Middlehurst
- International Diabetes Federation Life for a Child Program, Sydney, Australia
| | - Peter Goss
- Team Diabetes, Geelong, Victoria, Australia
| | | | - Staffan Janson
- Department of Women´s and Children´s Health, Uppsala University, Uppsala, Sweden
| | - Carlo L Acerini
- Department of Paediatrics, University of Cambridge, Cambridge, UK
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Minkkinen J, Lindfors P, Kinnunen J, Finell E, Vainikainen MP, Karvonen S, Rimpelä A. Health as a Predictor of Students' Academic Achievement: A 3-Level Longitudinal Study of Finnish Adolescents. J Sch Health 2017; 87:902-910. [PMID: 29096411 DOI: 10.1111/josh.12572] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Revised: 02/24/2017] [Accepted: 02/24/2017] [Indexed: 06/07/2023]
Abstract
BACKGROUND Studies have shown a relationship between students' health and their academic achievements, but whether health of classmates and schoolmates impacts individual students' school achievement is less known. We studied these effects on students in lower secondary school in Finland. METHODS Students (seventh grade, age 12-13 years, N = 7779, 123 schools, 565 classes) participated in a classroom survey measuring health (externalizing and internalizing problems, daily health complaints, and long-term illness) and academic achievement. Academic achievement when leaving school (15-16 years) was obtained from the Finnish national application register on upper secondary education. Three-level (student, class, and school) multilevel regression analyses were executed. RESULTS All health variables predicted academic achievement at leaving school at the student level and externalizing and internalizing problems at the class level; better health predicted better achievement. Students' health at the school level was not related to academic achievement. The effect of class-level health on academic achievement was as strong as the effect of student-level health. CONCLUSION Both student and classmates' health at the beginning of lower secondary school contribute to academic achievement when leaving school.
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Affiliation(s)
- Jaana Minkkinen
- Faculty of Social Sciences, Health Sciences, University of Tampere, PO Box 100, FI-33014, Finland
| | - Pirjo Lindfors
- The Institute for Advanced Social Research, University of Tampere, Atalpa 213, Finland
| | - Jaana Kinnunen
- Faculty of Social Sciences, Health Sciences, University of Tampere, Finland
| | - Eerika Finell
- Faculty of Social Sciences, University of Tampere, FI-33014, Finland
| | | | - Sakari Karvonen
- National Institute for Health and Welfare, FI-00271 Helsinki, Finland
| | - Arja Rimpelä
- Faculty of Social Sciences, Health Sciences, University of Tampere, FI-33014, Finland
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