Publication

Risk score for predicting adolescent mental health problems among children using parental report only: The TRAILS study

Burger, H., Boks, M. P., Hartman, C. A., Aukes, M. F., Verhulst, F. C., Ormel, J. & Reijneveld, S. A., 3-Dec-2014, In : Academic pediatrics. 14, 6, p. 589-596 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

APA

Burger, H., Boks, M. P., Hartman, C. A., Aukes, M. F., Verhulst, F. C., Ormel, J., & Reijneveld, S. A. (2014). Risk score for predicting adolescent mental health problems among children using parental report only: The TRAILS study. Academic pediatrics, 14(6), 589-596. https://doi.org/10.1016/j.acap.2014.07.006

Author

Burger, Huibert ; Boks, Marco P. ; Hartman, Catharina A. ; Aukes, Maartje F. ; Verhulst, Frank C. ; Ormel, Johan ; Reijneveld, Sijmen A. / Risk score for predicting adolescent mental health problems among children using parental report only : The TRAILS study. In: Academic pediatrics. 2014 ; Vol. 14, No. 6. pp. 589-596.

Harvard

Burger, H, Boks, MP, Hartman, CA, Aukes, MF, Verhulst, FC, Ormel, J & Reijneveld, SA 2014, 'Risk score for predicting adolescent mental health problems among children using parental report only: The TRAILS study', Academic pediatrics, vol. 14, no. 6, pp. 589-596. https://doi.org/10.1016/j.acap.2014.07.006

Standard

Risk score for predicting adolescent mental health problems among children using parental report only : The TRAILS study. / Burger, Huibert; Boks, Marco P.; Hartman, Catharina A.; Aukes, Maartje F.; Verhulst, Frank C.; Ormel, Johan; Reijneveld, Sijmen A.

In: Academic pediatrics, Vol. 14, No. 6, 03.12.2014, p. 589-596.

Research output: Contribution to journalArticleAcademicpeer-review

Vancouver

Burger H, Boks MP, Hartman CA, Aukes MF, Verhulst FC, Ormel J et al. Risk score for predicting adolescent mental health problems among children using parental report only: The TRAILS study. Academic pediatrics. 2014 Dec 3;14(6):589-596. https://doi.org/10.1016/j.acap.2014.07.006


BibTeX

@article{b8178369f3c44fc2b9bb0577579352a3,
title = "Risk score for predicting adolescent mental health problems among children using parental report only: The TRAILS study",
abstract = "OBJECTIVE: To construct a risk score for adolescent mental health problems among children, using parental data only and without potentially stigmatizing mental health items.METHODS: We prospectively derived a prediction model for mental health problems at age 16 using data from parent report on 1676 children aged 11 from the general population. Mental health problems were considered present in the top 15{\%} scores on the combined Achenbach ratings. The model was validated in a separate cohort (n = 336) children. A risk score was constructed for practical application.RESULTS: In the derivation cohort, 248 (14.8{\%}) had mental health problems at follow-up. Predictors in the final model were gender, maternal educational level, family history of psychopathology, math achievement at school, frequently moving house, severe disease or death in the family, parental divorce, and child frustration level. The model was well calibrated, showed good discriminatory power (area under the curve 0.75; 95{\%} confidence interval 0.72-0.78), and validated well. The risk score stratified children in classes of risk ranging from 6.6{\%} to 52.2{\%}.CONCLUSIONS: A risk score based on parent-reported data only and without mental health items accurately estimated the 5-year risk of adolescent mental health problems among children from the general population. Children with high risk may benefit from further monitoring or intervention. The risk score may be particularly suitable when parents want to circumvent an explicit discussion on possible mental health problems of their child.",
keywords = "adolescents, mental health, prediction, prevention, risk assessment, COMORBIDITY SURVEY REPLICATION, PSYCHOSOCIAL PROBLEMS, EXTERNALIZING PROBLEMS, MULTIPLE IMPUTATION, LIFETIME PREVALENCE, PROGNOSTIC MODEL, DISORDERS, DEPRESSION, PREADOLESCENCE, INTERVENTION",
author = "Huibert Burger and Boks, {Marco P.} and Hartman, {Catharina A.} and Aukes, {Maartje F.} and Verhulst, {Frank C.} and Johan Ormel and Reijneveld, {Sijmen A.}",
note = "Copyright {\circledC} 2014 Academic Pediatric Association. Published by Elsevier Inc. All rights reserved.",
year = "2014",
month = "12",
day = "3",
doi = "10.1016/j.acap.2014.07.006",
language = "English",
volume = "14",
pages = "589--596",
journal = "Academic pediatrics",
issn = "1876-2859",
number = "6",

}

RIS

TY - JOUR

T1 - Risk score for predicting adolescent mental health problems among children using parental report only

T2 - The TRAILS study

AU - Burger, Huibert

AU - Boks, Marco P.

AU - Hartman, Catharina A.

AU - Aukes, Maartje F.

AU - Verhulst, Frank C.

AU - Ormel, Johan

AU - Reijneveld, Sijmen A.

N1 - Copyright © 2014 Academic Pediatric Association. Published by Elsevier Inc. All rights reserved.

PY - 2014/12/3

Y1 - 2014/12/3

N2 - OBJECTIVE: To construct a risk score for adolescent mental health problems among children, using parental data only and without potentially stigmatizing mental health items.METHODS: We prospectively derived a prediction model for mental health problems at age 16 using data from parent report on 1676 children aged 11 from the general population. Mental health problems were considered present in the top 15% scores on the combined Achenbach ratings. The model was validated in a separate cohort (n = 336) children. A risk score was constructed for practical application.RESULTS: In the derivation cohort, 248 (14.8%) had mental health problems at follow-up. Predictors in the final model were gender, maternal educational level, family history of psychopathology, math achievement at school, frequently moving house, severe disease or death in the family, parental divorce, and child frustration level. The model was well calibrated, showed good discriminatory power (area under the curve 0.75; 95% confidence interval 0.72-0.78), and validated well. The risk score stratified children in classes of risk ranging from 6.6% to 52.2%.CONCLUSIONS: A risk score based on parent-reported data only and without mental health items accurately estimated the 5-year risk of adolescent mental health problems among children from the general population. Children with high risk may benefit from further monitoring or intervention. The risk score may be particularly suitable when parents want to circumvent an explicit discussion on possible mental health problems of their child.

AB - OBJECTIVE: To construct a risk score for adolescent mental health problems among children, using parental data only and without potentially stigmatizing mental health items.METHODS: We prospectively derived a prediction model for mental health problems at age 16 using data from parent report on 1676 children aged 11 from the general population. Mental health problems were considered present in the top 15% scores on the combined Achenbach ratings. The model was validated in a separate cohort (n = 336) children. A risk score was constructed for practical application.RESULTS: In the derivation cohort, 248 (14.8%) had mental health problems at follow-up. Predictors in the final model were gender, maternal educational level, family history of psychopathology, math achievement at school, frequently moving house, severe disease or death in the family, parental divorce, and child frustration level. The model was well calibrated, showed good discriminatory power (area under the curve 0.75; 95% confidence interval 0.72-0.78), and validated well. The risk score stratified children in classes of risk ranging from 6.6% to 52.2%.CONCLUSIONS: A risk score based on parent-reported data only and without mental health items accurately estimated the 5-year risk of adolescent mental health problems among children from the general population. Children with high risk may benefit from further monitoring or intervention. The risk score may be particularly suitable when parents want to circumvent an explicit discussion on possible mental health problems of their child.

KW - adolescents

KW - mental health

KW - prediction

KW - prevention

KW - risk assessment

KW - COMORBIDITY SURVEY REPLICATION

KW - PSYCHOSOCIAL PROBLEMS

KW - EXTERNALIZING PROBLEMS

KW - MULTIPLE IMPUTATION

KW - LIFETIME PREVALENCE

KW - PROGNOSTIC MODEL

KW - DISORDERS

KW - DEPRESSION

KW - PREADOLESCENCE

KW - INTERVENTION

U2 - 10.1016/j.acap.2014.07.006

DO - 10.1016/j.acap.2014.07.006

M3 - Article

VL - 14

SP - 589

EP - 596

JO - Academic pediatrics

JF - Academic pediatrics

SN - 1876-2859

IS - 6

ER -

ID: 15103393