Cargando…

Healthcare utilisation and unmet health needs in children with intellectual disability: a propensity score matching approach using longitudinal cohort data

BACKGROUND: Health disparities for children with intellectual disabilities can be challenging to measure due to many other factors that can impact health and healthcare use. The aim of the current study was to use longitudinal cohort data to compare children with intellectual disability (ID) in Irel...

Descripción completa

Detalles Bibliográficos
Autores principales: Nicholson, E., Doherty, E., Guerin, S., Schreiber, J., Barrett, M., McAuliffe, E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9310956/
https://www.ncbi.nlm.nih.gov/pubmed/35285998
http://dx.doi.org/10.1111/jir.12927
_version_ 1784753502727176192
author Nicholson, E.
Doherty, E.
Guerin, S.
Schreiber, J.
Barrett, M.
McAuliffe, E.
author_facet Nicholson, E.
Doherty, E.
Guerin, S.
Schreiber, J.
Barrett, M.
McAuliffe, E.
author_sort Nicholson, E.
collection PubMed
description BACKGROUND: Health disparities for children with intellectual disabilities can be challenging to measure due to many other factors that can impact health and healthcare use. The aim of the current study was to use longitudinal cohort data to compare children with intellectual disability (ID) in Ireland between 2006 and 2014 on healthcare utilisation and unmet need, at ages 9 and 13, using a propensity score matching (PSM) approach. METHODS: Using data from the Growing up in Ireland study, PSM was used to identify an appropriate control sample to compare with a sample of children with ID (n = 124). Participants were matched on variables that are known to influence healthcare utilisation to reduce the impact of confounding variables between groups so that differences between the groups can be estimated. Logistic regression was used to estimate effects at ages 9 and 13. RESULTS: Children with ID were no more likely to have visited a general practitioner or emergency department in the past 12 months than children without ID. They did have a greater likelihood of visiting a doctor in a hospital in the past 12 months and of having an overnight stay in hospital by age 9. Primary caregivers of children with ID were more likely to report unmet health needs at ages 9 and 13. CONCLUSIONS: This approach is a novel means of comparing healthcare use in this population by balancing the impact of other factors that may result in inequities, to which children with ID may be more vulnerable.
format Online
Article
Text
id pubmed-9310956
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-93109562022-07-29 Healthcare utilisation and unmet health needs in children with intellectual disability: a propensity score matching approach using longitudinal cohort data Nicholson, E. Doherty, E. Guerin, S. Schreiber, J. Barrett, M. McAuliffe, E. J Intellect Disabil Res Regular Articles BACKGROUND: Health disparities for children with intellectual disabilities can be challenging to measure due to many other factors that can impact health and healthcare use. The aim of the current study was to use longitudinal cohort data to compare children with intellectual disability (ID) in Ireland between 2006 and 2014 on healthcare utilisation and unmet need, at ages 9 and 13, using a propensity score matching (PSM) approach. METHODS: Using data from the Growing up in Ireland study, PSM was used to identify an appropriate control sample to compare with a sample of children with ID (n = 124). Participants were matched on variables that are known to influence healthcare utilisation to reduce the impact of confounding variables between groups so that differences between the groups can be estimated. Logistic regression was used to estimate effects at ages 9 and 13. RESULTS: Children with ID were no more likely to have visited a general practitioner or emergency department in the past 12 months than children without ID. They did have a greater likelihood of visiting a doctor in a hospital in the past 12 months and of having an overnight stay in hospital by age 9. Primary caregivers of children with ID were more likely to report unmet health needs at ages 9 and 13. CONCLUSIONS: This approach is a novel means of comparing healthcare use in this population by balancing the impact of other factors that may result in inequities, to which children with ID may be more vulnerable. John Wiley and Sons Inc. 2022-03-14 2022-05 /pmc/articles/PMC9310956/ /pubmed/35285998 http://dx.doi.org/10.1111/jir.12927 Text en © 2022 The Authors. Journal of Intellectual Disability Research published by MENCAP and International Association of the Scientific Study of Intellectual and Developmental Disabilities and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Regular Articles
Nicholson, E.
Doherty, E.
Guerin, S.
Schreiber, J.
Barrett, M.
McAuliffe, E.
Healthcare utilisation and unmet health needs in children with intellectual disability: a propensity score matching approach using longitudinal cohort data
title Healthcare utilisation and unmet health needs in children with intellectual disability: a propensity score matching approach using longitudinal cohort data
title_full Healthcare utilisation and unmet health needs in children with intellectual disability: a propensity score matching approach using longitudinal cohort data
title_fullStr Healthcare utilisation and unmet health needs in children with intellectual disability: a propensity score matching approach using longitudinal cohort data
title_full_unstemmed Healthcare utilisation and unmet health needs in children with intellectual disability: a propensity score matching approach using longitudinal cohort data
title_short Healthcare utilisation and unmet health needs in children with intellectual disability: a propensity score matching approach using longitudinal cohort data
title_sort healthcare utilisation and unmet health needs in children with intellectual disability: a propensity score matching approach using longitudinal cohort data
topic Regular Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9310956/
https://www.ncbi.nlm.nih.gov/pubmed/35285998
http://dx.doi.org/10.1111/jir.12927
work_keys_str_mv AT nicholsone healthcareutilisationandunmethealthneedsinchildrenwithintellectualdisabilityapropensityscorematchingapproachusinglongitudinalcohortdata
AT dohertye healthcareutilisationandunmethealthneedsinchildrenwithintellectualdisabilityapropensityscorematchingapproachusinglongitudinalcohortdata
AT guerins healthcareutilisationandunmethealthneedsinchildrenwithintellectualdisabilityapropensityscorematchingapproachusinglongitudinalcohortdata
AT schreiberj healthcareutilisationandunmethealthneedsinchildrenwithintellectualdisabilityapropensityscorematchingapproachusinglongitudinalcohortdata
AT barrettm healthcareutilisationandunmethealthneedsinchildrenwithintellectualdisabilityapropensityscorematchingapproachusinglongitudinalcohortdata
AT mcauliffee healthcareutilisationandunmethealthneedsinchildrenwithintellectualdisabilityapropensityscorematchingapproachusinglongitudinalcohortdata