Evidence map›Paper›PMID 39288186›Full record

ArticlePLOS digital health2024

Six-year (2016-2022) longitudinal patterns of mental health service utilization rates among children developmentally vulnerable in kindergarten and the COVID-19 pandemic disruption.

Fernanda Talarico, Dan Metes, Mengzhe Wang, Jake Hayward, Yang S Liu, Julie Tian, Yanbo Zhang, Andrew J Greenshaw, Ashley Gaskin, Magdalena Janus and 1 more

Abstract read
In one paragraph

Article in PLOS digital health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

11 authors.

Fernanda TalaricoDepartment of Psychiatry, University of Alberta, Edmonton, Alberta, Canada.ORCID https://orcid.org/0000-0001-6114-4233
Dan MetesGovernment of Alberta, Ministry of Health, Edmonton, Alberta, Canada.
Mengzhe WangGovernment of Alberta, Ministry of Health, Edmonton, Alberta, Canada.
Jake HaywardDepartment of Emergency Medicine, University of Alberta Alberta, Canada.
Yang S LiuDepartment of Psychiatry, University of Alberta, Edmonton, Alberta, Canada.ORCID https://orcid.org/0000-0003-0406-8056
Julie TianDepartment of Psychiatry, University of Alberta, Edmonton, Alberta, Canada.ORCID https://orcid.org/0009-0002-0535-8426
Yanbo ZhangDepartment of Psychiatry, University of Alberta, Edmonton, Alberta, Canada.
Andrew J GreenshawDepartment of Psychiatry, University of Alberta, Edmonton, Alberta, Canada.
Ashley GaskinOfford Centre for Child Studies, Department of Psychiatry and Behavioural Neurosciences, McMaster University, Canada.
Magdalena JanusOfford Centre for Child Studies, Department of Psychiatry and Behavioural Neurosciences, McMaster University, Canada.ORCID https://orcid.org/0000-0002-9500-6776
Bo CaoDepartment of Psychiatry, University of Alberta, Edmonton, Alberta, Canada.ORCID https://orcid.org/0000-0001-9338-3271

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionIn the context of the COVID-19 pandemic, it becomes important to comprehend service utilization patterns and evaluate disparities in mental health-related service access among children.

objectiveThis study uses administrative health records to investigate the association between early developmental vulnerability and healthcare utilization among children in Alberta, Canada from 2016 to 2022.

methodsChildren who participated in the 2016 Early Development Instrument (EDI) assessment and were covered by public Alberta health insurance were included (N = 23 494). Linear regression models were employed to investigate the association between service utilization and vulnerability and biological sex. Separate models were used to assess vulnerability specific to each developmental domain and vulnerability across multiple domains. The service utilization was compared between pre- and post-pandemic onset periods.

resultsThe analysis reveals a significant decrease in all health services utilization from 2016 to 2019, followed by an increase until 2022. Vulnerable children had, on average, more events than non-vulnerable children. There was a consistent linear increase in mental health-related utilization from 2016 to 2022, with male children consistently experiencing higher utilization rates than females, particularly among vulnerable children. Specifically, there was a consistent linear increase in the utilization of anxiety-related services by children from 2016 to 2022, with females having, on average, 25 more events than males. The utilization of ADHD-related services showed different patterns for each group, with vulnerable male children having more utilization than their peers.

conclusionUtilizing population-wide data, our study reveals sex specific developmental vulnerabilities and its impact on children's mental health service utilization during the COVID-19 pandemic, contributing to the existing literature. With data from kindergarten, we emphasize the need for early and targeted intervention strategies, especially for at-risk children, offering a path to reduce the burden of childhood mental health disorders.

Identifiers

PMID39288186
PMCPMC11407640

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LicenceCC BY
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.