The Use of Health Information Technology Within Collaborative and Integrated Models of Child Psychiatry Practice

The Role of the Medical Director and Psychiatric Medical Director in Child Welfare Serving Agencies

Collaboration between the child welfare system and health care practitioners has become increasingly necessary in order to meet the often-significant health needs of system-involved youth. Child welfare medical directors and psychiatric medical directors have been implemented as a means to address this need in several state child welfare systems. Building on the core principles of the National Guidelines for Child and Youth Behavioral Health Crisis Care, medical and psychiatric medical directors can help ensure youth receive the least-restrictive, most appropriate level of behavioral health care; prioritizing care involvement with caregivers in community-based settings.

A Systematic Review on Healthcare Artificial Intelligent Conversational Agents for Chronic Conditions

This paper reviews different types of conversational agents used in health care for chronic conditions, examining their underlying communication technology, evaluation measures, and AI methods. A systematic search was performed in February 2021 on PubMed Medline, EMBASE, PsycINFO, CINAHL, Web of Science, and ACM Digital Library. Studies were included if they focused on consumers, caregivers, or healthcare professionals in the prevention, treatment, or rehabilitation of chronic diseases, involved conversational agents, and tested the system with human users. The search retrieved 1087 articles. Twenty-six studies met the inclusion criteria. Out of 26 conversational agents (CAs), 16 were chatbots, seven were embodied conversational agents (ECA), one was a conversational agent in a robot, and another was a relational agent. One agent was not specified. Based on this review, the overall acceptance of CAs by users for the self-management of their chronic conditions is promising. Users’ feedback shows helpfulness, satisfaction, and ease of use in more than half of included studies. Although many users in the studies appear to feel more comfortable with CAs, there is still a lack of reliable and comparable evidence to determine the efficacy of AI-enabled CAs for chronic health conditions due to the insufficient reporting of technical implementation details.

A Clinical Care Monitoring and Data Collection Tool (H3 Tracker) to Assess Uptake and Engagement in Mental Health Care Services in a Community-Based Pediatric Integrated Care Model: Longitudinal Cohort Study

BACKGROUND

National recommendations for pediatric integrated care models include improved capacity for care coordination and communication across primary care and specialty mental health providers using technology, yet few practical, short-term solutions are available for low-resource, community-based pediatric integrated care clinics.

OBJECTIVE

The goal of the paper is to describe the development and features of a Web-based tool designed for program evaluation and clinician monitoring of embedded pediatric mental health care using a community-partnered approach. In addition, a longitudinal study design was used to assess the implementation of the tool in program evaluation, including clinical monitoring and data collection.

METHODS

Biweekly meetings of the partnered evaluation team (clinic, academic, and funding partners) were convened over the course of 12 months to specify tool features using a participatory framework, followed by usability testing and further refinement during implementation.

RESULTS

A data collection tool was developed to collect clinic population characteristics as well as collect and display patient mental health outcomes and clinical care services from 277 eligible caregiver/child participants. Despite outreach, there was little uptake of the tool by either the behavioral health team or primary care provider.

CONCLUSIONS

Development of the H3 Tracker (Healthy Minds, Healthy Children, Healthy Chicago Tracker) in two community-based pediatric clinics with embedded mental health teams serving predominantly minority children is feasible and promising for on-site program evaluation data collection. Future research is needed to understand ways to improve clinic integration and examine whether promotion of primary care/mental health communication drives sustained use.

TRIAL REGISTRATION

ClinicalTrials.gov NCT02699814; https://clinicaltrials.gov/ct2/show/NCT02699814 (Archived by WebCite at http://www.webcitation.org/772pV5rWW).

Implementing Integrated Care in Pediatric Mental Health: Principles, Current Models, and Future Directions

Traditional models of health care delivery are inadequate for addressing all the needs of the child and adolescent population that has mental illness. The integrated care model seeks to partner pediatric mental health specialists with primary providers to better meet these needs. The authors outline the core principles guiding integrated care for youths and describe key characteristics of the team members involved. Three models of integrated care have emerged and have proven effective. Several representative programs are described, and the advantages and disadvantages of each are reviewed. The review concludes by identifying the challenges that have prevented wider dissemination of the integrated care model and by exploring potential future directions for the field.