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      Associations of Co-occurring Symptom Trajectories With Sex, Race, Ethnicity, and Health Care Utilization in Children

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          Key Points

          Question

          Are co-occurring pain, psychological, and sleep disturbance symptom trajectories associated with demographic characteristics of children and are symptom trajectories associated with nonroutine health care utilization during early adolescence?

          Findings

          This cohort study, including 11 473 children, used 9 symptom trajectories to classify participants in the Adolescent Brain Cognitive Development (ABCD) study cohort, most of whom clustered with asymptomatic or low, intermittent, or single symptom trajectories. Approximately 1 in 5 children had moderate to high co-occurring symptom trajectories, but less than half of these reported nonroutine medical or mental health care use, with lower rates among Black, other race, and Hispanic children.

          Meaning

          These findings suggest that there is a need for better recognition and equitable, prompt interventions to mitigate symptom persistence among children.

          Abstract

          This cohort study assesses co-occurring pain, psychological, and sleep disturbance symptom trajectories in a diverse cohort of children and the association of symptom trajectory with health care utilization

          Abstract

          Importance

          Co-occurring physical and psychological symptoms during childhood and early adolescence may increase risk of symptom persistence into adulthood.

          Objective

          To describe co-occurring pain, psychological, and sleep disturbance symptom (pain-PSS) trajectories in a diverse cohort of children and the association of symptom trajectory with health care utilization.

          Design, Setting, and Participants

          This cohort study was a secondary analysis of longitudinal data from the Adolescent Brain Cognitive Development (ABCD) Study, collected between 2016 and 2022 at 21 research sites across the US. Participants included children with 2 to 4 complete annual symptom assessments. Data were analyzed from November 2022 to March 2023.

          Main Outcomes and Measures

          Four-year symptom trajectories were derived from multivariate latent growth curve analyses. Pain-PSS scores, including depression and anxiety, were measured using subscales from the Child Behavior Checklist and the Sleep Disturbance Scale of Childhood. Nonroutine medical care and mental health care utilization were measured using medical history and Diagnostic and Statistical Manual of Mental Disorders ( Fifth Edition) items.

          Results

          A total of 11 473 children (6018 [52.5%] male; mean [SD] age at baseline, 9.91 [0.63] years) were included in analyses. Four no pain-PSS and 5 pain-PSS trajectories were supported with good or excellent model fit (predicted probabilities, 0.87-0.96). Most children (9327 [81.3%]) had asymptomatic or low, intermittent, or single symptom trajectories. Approximately 1 in 5 children (2146 [18.7%]) had moderate to high co-occurring symptom trajectories that persisted or worsened. Compared with White children, there was a lower relative risk of having moderate to high co-occurring symptom trajectories among Black children (adjusted relative risk ratio [aRRR] range, 0.15-0.38), Hispanic children (aRRR range, 0.58-0.67), and children who identified as another race (including American Indian, Asian, Native Hawaiian, and other Pacific Islader; aRRR range, 0.43-0.59). Less than half of children with moderate to high co-occurring symptom trajectories used nonroutine health care, despite higher utilization compared with asymptomatic children (nonroutine medical care: adjusted odds ratio [aOR], 2.43 [95% CI, 1.97-2.99]; mental health services: aOR, 26.84 [95% CI, 17.89-40.29]). Black children were less likely to report nonroutine medical care (aOR, 0.61 [95% CI, 0.52-0.71]) or mental health care (aOR, 0.68 [95% CI, 0.54-0.87]) than White children, while Hispanic children were less likely to have used mental health care (aOR, 0.59 [95% CI, 0.47-0.73]) than non-Hispanic children. Lower household income was associated with lower odds of nonroutine medical care (aOR, 0.87 [95% CI, 0.77-0.99]) but not mental health care.

          Conclusions and Relevance

          These findings suggest there is a need for innovative and equitable intervention approaches to decrease the potential for symptom persistence during adolescence.

          Related collections

          Most cited references59

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          • Article: not found

          Global Prevalence of Depressive and Anxiety Symptoms in Children and Adolescents During COVID-19 : A Meta-analysis

          Emerging research suggests that the global prevalence of child and adolescent mental illness has increased considerably during COVID-19. However, substantial variability in prevalence rates have been reported across the literature.
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            An Introduction to Latent Class Growth Analysis and Growth Mixture Modeling

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              • Record: found
              • Abstract: found
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              Is Open Access

              Recruiting the ABCD sample: Design considerations and procedures

              The ABCD study is a new and ongoing project of very substantial size and scale involving 21 data acquisition sites. It aims to recruit 11,500 children and follow them for ten years with extensive assessments at multiple timepoints. To deliver on its potential to adequately describe adolescent development, it is essential that it adopt recruitment procedures that are efficient and effective and will yield a sample that reflects the nation’s diversity in an epidemiologically informed manner. Here, we describe the sampling plans and recruitment procedures of this study. Participants are largely recruited through the school systems with school selection informed by gender, race and ethnicity, socioeconomic status, and urbanicity. Procedures for school selection designed to mitigate selection biases, dynamic monitoring of the accumulating sample to correct deviations from recruitment targets, and a description of the recruitment procedures designed to foster a collaborative attitude between the researchers, the schools and the local communities, are provided.
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                Author and article information

                Journal
                JAMA Netw Open
                JAMA Netw Open
                JAMA Network Open
                American Medical Association
                2574-3805
                18 May 2023
                May 2023
                18 May 2023
                : 6
                : 5
                : e2314135
                Affiliations
                [1 ]Department of Anesthesiology at Michigan Medicine, University of Michigan, Ann Arbor
                [2 ]School of Nursing, University of Michigan, Ann Arbor
                [3 ]Department of Pediatrics at Michigan Medicine, University of Michigan, Ann Arbor
                Author notes
                Article Information
                Accepted for Publication: April 5, 2023.
                Published: May 18, 2023. doi:10.1001/jamanetworkopen.2023.14135
                Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2023 Voepel-Lewis T et al. JAMA Network Open.
                Corresponding Author: Terri Voepel-Lewis, PhD, School of Nursing, Department of Anesthesiology, 400 North Ingalls Building, Room 2248, Ann Arbor, MI 48109 ( terriv@ 123456umich.edu ).
                Author Contributions: Dr Voepel-Lewis and Ms Chen had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.
                Concept and design: Voepel-Lewis, Senger-Carpenter, Seng, Cofield, Ploutz-Snyder, Scott.
                Acquisition, analysis, or interpretation of data: Voepel-Lewis, Senger-Carpenter, Chen, Seng, Ploutz-Snyder.
                Drafting of the manuscript: Voepel-Lewis, Senger-Carpenter.
                Critical revision of the manuscript for important intellectual content: All authors.
                Statistical analysis: Voepel-Lewis, Senger-Carpenter, Chen, Ploutz-Snyder.
                Obtained funding: Voepel-Lewis, Seng, Ploutz-Snyder.
                Administrative, technical, or material support: Senger-Carpenter, Cofield.
                Supervision: Voepel-Lewis, Ploutz-Snyder, Scott.
                Conflict of Interest Disclosures: None reported.
                Funding/Support: This work was funded by the National Institute on Drug Abuse (grant No. RO1-DA052310). The Adolescent Brain Cognitive Development (ABCD) Study is supported by the National Institutes of Health (NIH) and additional federal partners under award No. 01DA041048, U01DA050989, U01DA051016, U01DA041022, U01DA051018, U01DA051037, U01DA050987, U01DA041174, U01DA041106, U01DA041117, U01DA041028, U01DA041134, U01DA050988, U01DA051039, U01DA041156, U01DA041025, U01DA041120, U01DA051038, U01DA041148, U01DA041093, U01DA041089, U24DA041123, and U24DA041147. The ABCD is also supported by the National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; National Cancer Institute; National Institute of Mental Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; National Institute of Neurological Disorders and Stroke; National Institute on Minority Health and Health Disparities; NIH Office of Behavioral and Social Sciences Research; NIH Office of Research on Women’s Health; Centers for Disease Control and Prevention (CDC), Division of Violence Prevention; National Institute of Justice; CDC Division of Adolescent and School Health; National Science Foundation; and National Endowment for the Arts.
                Role of the Funder/Sponsor: The funders had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
                Disclaimer: This manuscript reflects the views of the authors and may not reflect the opinions or views of the NIH or ABCD consortium investigators.
                Data Sharing Statement: See Supplement 2.
                Article
                zoi230432
                10.1001/jamanetworkopen.2023.14135
                10196876
                37200032
                de97a47d-99db-4247-b9aa-d694e3cae9eb
                Copyright 2023 Voepel-Lewis T et al. JAMA Network Open.

                This is an open access article distributed under the terms of the CC-BY License.

                History
                : 15 February 2023
                : 5 April 2023
                Categories
                Research
                Original Investigation
                Online Only
                Pediatrics

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