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Eastern Michigan University

Integrated behavioral health in pediatric primary care: Identifying latent patient subgroups and differential outcomes

Abstract

dc:description.abstract

<p>Fifty percent of children do not receive care for their mental health concerns, while 95% are seen annually within primary care by age 6. Individual, cultural, and systemic barriers limit access to mental health care. Integrating mental health services into primary care has the potential to increase awareness, reduce costs, and decrease stigma. However, integrated primary care often relies on a brief and targeted intervention approach that may not be suitable for all families. Therefore, it is important to examine differential outcomes within this setting. Methods: This study analyzed retrospective data from 3,494 new patient medical records at a large university medical center (Michigan Medicine, University of Michigan) and its six satellite clinics. These clinics were staffed by pediatricians, psychologists, and graduate-level trainees. A structured, multiple-response questionnaire was developed by the center’s senior staff and administered during therapy sessions. Results: A latent class analysis based on demographics, presenting concerns, medical history, and psychosocial risk factors was conducted using Mplus software. The results indicated a four- class solution: Broad Presentation + Psychosocial Risk, High Behavioral Risk, Attention-Related Concerns, and Depression-Anxiety. Covariates were assigned to the model using the auxiliary function to assess group differences. Results indicated that the Broad Presentation + Psychosocial Risk class demonstrated greater symptom improvements than the High Behavioral Risk class, χ²(1) = 6.73, p = .009, and higher session utilization than the Depression-Anxiety class, χ²(1) = 4.17, p = .041. Conclusions: These findings underscore the value of integrated mental health within primary care and suggest that these services may be particularly beneficial for the most at-risk patients with broad symptom presentations and multiple barriers to care</p>

Degree

thesis:*
Name thesis:degree_name
Doctor of Philosophy (PhD)
Level thesis:degree_level
Open Access Dissertation
Discipline thesis:degree_discipline
Psychology
Year dc:date.available
2025

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Glownia, Karen
Contributors dc:contributor
  • Heather Janisse, Ph.D.
  • Jamie Lawler, Ph.D
  • Elizabeth Neilson, Ph.D.

Subjects

dc:subject × 5

Identifiers

dc:identifier.*
Repository record dc:identifier
https://commons.emich.edu/theses/1315
OAI identifier oai:identifier
oai:commons.emich.edu:theses-2648

Chain of custody

source
Harvested from
Eastern Michigan University
Base URL
commons.emich.edu/do/oai/
Last updated
2026-07-24
Source record
OAI-PMH GetRecord
citation

Glownia, Karen. Integrated behavioral health in pediatric primary care: Identifying latent patient subgroups and differential outcomes. Open Access Dissertation thesis, 2025. https://commons.emich.edu/theses/1315