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Published in: The Journal of Behavioral Health Services & Research 3/2010

01-07-2010

Longitudinal Predictors of Youth Functional Improvement in a Public Mental Health System

Authors: Charles W. Mueller, PhD, Ryan Tolman, MA, Charmaine K. Higa-McMillan, PhD, Eric L. Daleiden, PhD

Published in: The Journal of Behavioral Health Services & Research | Issue 3/2010

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Abstract

The present study examined youth characteristics that predict level of impairment at entry into a system of care and rate of improvement over the course of service provision. Youth characteristics studied included gender, age, specific diagnostic categories, and comorbidity. A total of 2,171 youth served in a state-wide public mental health system were included in the study. Hierarchical linear modeling was used to analyze longitudinal data derived from quarterly ratings of functional status. Gender had no relationship to initial level of impairment or rate of improvement. Older youth, those with disruptive behavior disorders, and those with more than one DSM diagnosis were more impaired at system entry. Those with attentional disorders began services less impaired. Older youth improved at faster rates. Youth with a disruptive behavior disorder diagnosis improved at slower rates. Neither comorbidity nor the presence of a mood or attentional disorder affected the rate of improvement. Both researchers and systems of care developers should consider these patterns in their future work.
Literature
1.
go back to reference Weiss B, Weisz JR. Relative effectiveness of behavioral and nonbehavioral child psychotherapy. Journal of Consulting and Clinical Psychology. 1995;63:317–320.CrossRefPubMed Weiss B, Weisz JR. Relative effectiveness of behavioral and nonbehavioral child psychotherapy. Journal of Consulting and Clinical Psychology. 1995;63:317–320.CrossRefPubMed
2.
go back to reference Weisz JR, Doss AJ, Hawley KM. Youth psychotherapy outcome research: a review and critique of the evidence base. Annual Review of Psychology. 2005;56:337–363.CrossRefPubMed Weisz JR, Doss AJ, Hawley KM. Youth psychotherapy outcome research: a review and critique of the evidence base. Annual Review of Psychology. 2005;56:337–363.CrossRefPubMed
3.
go back to reference Bruns EJ, Hoagwood KE. State implementation of evidence-based practice for youths, part I: responses to the state of the evidence. Journal of the American Academy of Child and Adolescent Psychiatry. 2008;47:369–373.CrossRefPubMed Bruns EJ, Hoagwood KE. State implementation of evidence-based practice for youths, part I: responses to the state of the evidence. Journal of the American Academy of Child and Adolescent Psychiatry. 2008;47:369–373.CrossRefPubMed
4.
go back to reference Chambers DA. Introduction: advancing implementation research in mental health. Administration and Policy in Mental Health and Mental Health Services Research. 2008;35:1–2.CrossRef Chambers DA. Introduction: advancing implementation research in mental health. Administration and Policy in Mental Health and Mental Health Services Research. 2008;35:1–2.CrossRef
5.
go back to reference Chambers DA, Ringeisen H, Hickman EE. Federal, state, and foundation initiatives around evidence-based practices child and adolescent mental health. Child and Adolescent Psychiatric Clinics of North America. 2005;14:307–327.CrossRefPubMed Chambers DA, Ringeisen H, Hickman EE. Federal, state, and foundation initiatives around evidence-based practices child and adolescent mental health. Child and Adolescent Psychiatric Clinics of North America. 2005;14:307–327.CrossRefPubMed
6.
go back to reference National Advisory Mental Health Council Workgroup on Child and Adolescent Mental Health Intervention Development and Deployment. Blueprint for Change: Research on Child and Adolescent Mental Health. Washington, DC: National Advisory Mental Health Council Workgroup on Child and Adolescent Mental Health Intervention Development and Deployment; 2001. National Advisory Mental Health Council Workgroup on Child and Adolescent Mental Health Intervention Development and Deployment. Blueprint for Change: Research on Child and Adolescent Mental Health. Washington, DC: National Advisory Mental Health Council Workgroup on Child and Adolescent Mental Health Intervention Development and Deployment; 2001.
7.
go back to reference New Freedom Commission on Mental Health. Achieving the Promise: Transforming Mental Health Care in America. Final Report. DHHS Pub. No. (SMA)03-3832. Rockville, MD: Department of Health and Human Services; 2003. New Freedom Commission on Mental Health. Achieving the Promise: Transforming Mental Health Care in America. Final Report. DHHS Pub. No. (SMA)03-3832. Rockville, MD: Department of Health and Human Services; 2003.
8.
go back to reference Walrath CM, Mandell DS, Leaf PJ. Responses of children with different intake profiles to mental health treatment. Psychiatric Services. 2001;52:196–201.CrossRefPubMed Walrath CM, Mandell DS, Leaf PJ. Responses of children with different intake profiles to mental health treatment. Psychiatric Services. 2001;52:196–201.CrossRefPubMed
9.
go back to reference James S, Leslie LK, Hurlburt MS, et al. Children in out-of-home care: entry into intensive or restrictive mental health and residential care placements. Journal of Emotional and Behavioral Disorders. 2006;14:196–208.CrossRef James S, Leslie LK, Hurlburt MS, et al. Children in out-of-home care: entry into intensive or restrictive mental health and residential care placements. Journal of Emotional and Behavioral Disorders. 2006;14:196–208.CrossRef
10.
go back to reference McCauley E, Myers K, Mitchell J, et al. Depression in young people: initial presentation and clinical course. Journal of the American Academy of Child and Adolescent Psychiatry. 1993;32:714–722.CrossRefPubMed McCauley E, Myers K, Mitchell J, et al. Depression in young people: initial presentation and clinical course. Journal of the American Academy of Child and Adolescent Psychiatry. 1993;32:714–722.CrossRefPubMed
11.
go back to reference Walrath CM, Ybarra ML, Holden EW. Understanding the pre-referral factors associated with differential 6-month outcomes among children receiving system-of-care services. Psychological Services. 2006;3:35–50.CrossRef Walrath CM, Ybarra ML, Holden EW. Understanding the pre-referral factors associated with differential 6-month outcomes among children receiving system-of-care services. Psychological Services. 2006;3:35–50.CrossRef
12.
go back to reference Pfeiffer SI, Strzelecki SC. Inpatient psychiatric treatment of children and adolescents: a review of outcome studies. Journal of the American Academy of Child and Adolescent Psychiatry. 1990;29:847–853.CrossRefPubMed Pfeiffer SI, Strzelecki SC. Inpatient psychiatric treatment of children and adolescents: a review of outcome studies. Journal of the American Academy of Child and Adolescent Psychiatry. 1990;29:847–853.CrossRefPubMed
13.
go back to reference Emslie GJ, Rush AJ, Weinberg WA, et al. Recurrence of major depressive disorder in hospitalized children and adolescents. Journal of the American Academy of Child and Adolescent Psychiatry. 1997;36:785–792.CrossRefPubMed Emslie GJ, Rush AJ, Weinberg WA, et al. Recurrence of major depressive disorder in hospitalized children and adolescents. Journal of the American Academy of Child and Adolescent Psychiatry. 1997;36:785–792.CrossRefPubMed
14.
go back to reference Jayson D, Wood A, Kroll L, et al. Which depressed patients respond to cognitive-behavioral treatment? Journal of the American Academy of Child and Adolescent Psychiatry. 1998;37:35–39.CrossRefPubMed Jayson D, Wood A, Kroll L, et al. Which depressed patients respond to cognitive-behavioral treatment? Journal of the American Academy of Child and Adolescent Psychiatry. 1998;37:35–39.CrossRefPubMed
15.
go back to reference Sanford M, Szatmari P, Spinner M, et al. Predicting the one-year course of adolescent major depression. Journal of the American Academy of Child and Adolescent Psychiatry. 1995;34:1618–1628.CrossRefPubMed Sanford M, Szatmari P, Spinner M, et al. Predicting the one-year course of adolescent major depression. Journal of the American Academy of Child and Adolescent Psychiatry. 1995;34:1618–1628.CrossRefPubMed
16.
go back to reference Brown SA, Myers MG, Mott MA. Correlates of success following treatment for adolescent substance abuse. Applied and Preventive Psychology. 1994;3:61–73.CrossRef Brown SA, Myers MG, Mott MA. Correlates of success following treatment for adolescent substance abuse. Applied and Preventive Psychology. 1994;3:61–73.CrossRef
17.
go back to reference Friedman AS, Terras A, Kreisher C. Family and client characteristics as predictors of outpatient treatment outcome for adolescent drug abusers. Journal of Substance Abuse. 1995;7:345–356.CrossRefPubMed Friedman AS, Terras A, Kreisher C. Family and client characteristics as predictors of outpatient treatment outcome for adolescent drug abusers. Journal of Substance Abuse. 1995;7:345–356.CrossRefPubMed
18.
go back to reference Ralph N, McMenamy C. Treatment outcomes in an adolescent chemical dependency program. Adolescence. 1996;31:91–107.PubMed Ralph N, McMenamy C. Treatment outcomes in an adolescent chemical dependency program. Adolescence. 1996;31:91–107.PubMed
19.
go back to reference Goodyer IM, Herbert J, Tamplin A, et al. Short-term outcome of major depression: II. Life events, family dysfunction, and friendship difficulties as predictors of persistent disorder. Journal of the American Academy of Child and Adolescent Psychiatry. 1997;36:474–480.CrossRefPubMed Goodyer IM, Herbert J, Tamplin A, et al. Short-term outcome of major depression: II. Life events, family dysfunction, and friendship difficulties as predictors of persistent disorder. Journal of the American Academy of Child and Adolescent Psychiatry. 1997;36:474–480.CrossRefPubMed
20.
go back to reference King CA, Hovey JD, Brand E, et al. Prediction of positive outcomes for adolescent psychiatric inpatients. Journal of the American Academy of Child and Adolescent Psychiatry. 1997;36:1434–1442.CrossRefPubMed King CA, Hovey JD, Brand E, et al. Prediction of positive outcomes for adolescent psychiatric inpatients. Journal of the American Academy of Child and Adolescent Psychiatry. 1997;36:1434–1442.CrossRefPubMed
21.
go back to reference Rey JM, Denshire E, Wever C, et al. Three-year outcome of disruptive adolescents treated in a day program. European Child and Adolescent Psychiatry. 1998;7:42–48.CrossRefPubMed Rey JM, Denshire E, Wever C, et al. Three-year outcome of disruptive adolescents treated in a day program. European Child and Adolescent Psychiatry. 1998;7:42–48.CrossRefPubMed
22.
go back to reference Doss AJ, Weisz JR. Syndrome co-occurrence and treatment outcomes in youth mental health clinics. Journal of Consulting and Clinical Psychology. 2006;74:416–425.CrossRefPubMed Doss AJ, Weisz JR. Syndrome co-occurrence and treatment outcomes in youth mental health clinics. Journal of Consulting and Clinical Psychology. 2006;74:416–425.CrossRefPubMed
23.
go back to reference Singer JD, Willett JB. Applied Longitudinal Data Analysis: Modeling Change And Event Occurrence. New York: Oxford; 2003. Singer JD, Willett JB. Applied Longitudinal Data Analysis: Modeling Change And Event Occurrence. New York: Oxford; 2003.
25.
go back to reference Evidence Based Services Committee. 2007 Biennial Report: Effective Psychosocial Interventions for Youth with Behavioral and Emotional Needs. Honolulu, HI: Evidence Based Services Committee; 2007. Evidence Based Services Committee. 2007 Biennial Report: Effective Psychosocial Interventions for Youth with Behavioral and Emotional Needs. Honolulu, HI: Evidence Based Services Committee; 2007.
27.
go back to reference Diagnostic and Statistical Manual of Mental Disorders DSM-IV Fourth Edition, Washington, DC, American Psychiatric Association; 1994. Diagnostic and Statistical Manual of Mental Disorders DSM-IV Fourth Edition, Washington, DC, American Psychiatric Association; 1994.
28.
go back to reference Tolman RT, Mueller CW, Daleiden EL, et al. Outcomes from Multisystemic Therapy in a statewide system of care. Journal of Child and Family Studies. 2008;17:894–908.CrossRef Tolman RT, Mueller CW, Daleiden EL, et al. Outcomes from Multisystemic Therapy in a statewide system of care. Journal of Child and Family Studies. 2008;17:894–908.CrossRef
29.
go back to reference Daleiden E, Higa-McMillan C. Child and Adolescent Mental Health Division: 2007 Annual Report. Honolulu, HI: Child and Adolescent Mental Health Division; 2008. Daleiden E, Higa-McMillan C. Child and Adolescent Mental Health Division: 2007 Annual Report. Honolulu, HI: Child and Adolescent Mental Health Division; 2008.
30.
go back to reference Hodges K. Child and Adolescent Functional Assessment Scale (CAFAS). Ann Arbor, MI: Functional Assessment Systems; 1998. Hodges K. Child and Adolescent Functional Assessment Scale (CAFAS). Ann Arbor, MI: Functional Assessment Systems; 1998.
31.
go back to reference Hodges K, Wong MM. Psychometric characteristics of a multidimensional measure to assess impairment: the Child and Adolescent Functional Assessment Scale (CAFAS). Journal of Child and Family Studies. 1996;5:445–467.CrossRef Hodges K, Wong MM. Psychometric characteristics of a multidimensional measure to assess impairment: the Child and Adolescent Functional Assessment Scale (CAFAS). Journal of Child and Family Studies. 1996;5:445–467.CrossRef
32.
go back to reference Hodges K, Doucette-Gates A, Liao Q. The relationship between the Child and Adolescent Functional Assessment Scale (CAFAS) and indicators of functioning. Journal of Child and Family Studies. 1999;8:109–122.CrossRef Hodges K, Doucette-Gates A, Liao Q. The relationship between the Child and Adolescent Functional Assessment Scale (CAFAS) and indicators of functioning. Journal of Child and Family Studies. 1999;8:109–122.CrossRef
33.
go back to reference Hodges K, Doucette-Gates A, Kim CS. Predicting service utilization with the Child and Adolescent Functional Assessment Scale in a sample of youths with serious emotional disturbance served by Center for Mental Health Services-funded demonstrations. The Journal of Behavioral Health Services and Research. 2000;27:47–59.CrossRef Hodges K, Doucette-Gates A, Kim CS. Predicting service utilization with the Child and Adolescent Functional Assessment Scale in a sample of youths with serious emotional disturbance served by Center for Mental Health Services-funded demonstrations. The Journal of Behavioral Health Services and Research. 2000;27:47–59.CrossRef
34.
go back to reference Hodges K, Kim CS. Psychometric study of the child and adolescent functional assessment scale: prediction of contact with the law and poor school attendance. Journal of Abnormal Child Psychology. 2000;28:287–297.CrossRefPubMed Hodges K, Kim CS. Psychometric study of the child and adolescent functional assessment scale: prediction of contact with the law and poor school attendance. Journal of Abnormal Child Psychology. 2000;28:287–297.CrossRefPubMed
35.
go back to reference Manteuffel B, Stephens R, Santiago R. Overview of the national evaluation of the Comprehensive Community Mental Health Services for Children and Their Families Program and summary of current findings. Children’s Services: Social Policy, Research, and Practice. 2002;5:3–20. Manteuffel B, Stephens R, Santiago R. Overview of the national evaluation of the Comprehensive Community Mental Health Services for Children and Their Families Program and summary of current findings. Children’s Services: Social Policy, Research, and Practice. 2002;5:3–20.
36.
go back to reference Nakamura BJ, Daleiden EL, Mueller CW. Validity of treatment target progress ratings as indicators of youth improvement. Journal of Child and Family Studies. 2007;16:729–741.CrossRef Nakamura BJ, Daleiden EL, Mueller CW. Validity of treatment target progress ratings as indicators of youth improvement. Journal of Child and Family Studies. 2007;16:729–741.CrossRef
37.
go back to reference Roberts D, Pang D, Kim SP, et al. Intensive home and community services: status of twelve-month follow-up. In Daleiden E, Mueller CW (Co-chairs); Rosenblatt A (Discussant). Multi-Level Systems Evaluation: Selected Projects from Hawaii. Symposium presented at the 19th Annual Research Conference of the Research and Training Center for Children’s Mental Health, Tampa, FL, February, 2006. Roberts D, Pang D, Kim SP, et al. Intensive home and community services: status of twelve-month follow-up. In Daleiden E, Mueller CW (Co-chairs); Rosenblatt A (Discussant). Multi-Level Systems Evaluation: Selected Projects from Hawaii. Symposium presented at the 19th Annual Research Conference of the Research and Training Center for Children’s Mental Health, Tampa, FL, February, 2006.
38.
go back to reference Yeh M, Takeuchi DT, Sue S. Asian-American children treated in the mental health system: a comparison of parallel and mainstream outpatient service centers. Journal of Clinical Child Psychology. 1994;23:5–12.CrossRef Yeh M, Takeuchi DT, Sue S. Asian-American children treated in the mental health system: a comparison of parallel and mainstream outpatient service centers. Journal of Clinical Child Psychology. 1994;23:5–12.CrossRef
39.
go back to reference Leong FTL. Asian Americans’ differential patterns of utilization of inpatient and outpatient public mental health services in Hawaii. Journal of Community Psychology. 1994;22:82–96.CrossRef Leong FTL. Asian Americans’ differential patterns of utilization of inpatient and outpatient public mental health services in Hawaii. Journal of Community Psychology. 1994;22:82–96.CrossRef
40.
go back to reference Matsuoka JK, Breaux C, Ryujin DH. National utilization of mental health services by Asian Americans/Pacific islanders. Journal of Community Psychology. 1997;25:141–145.CrossRef Matsuoka JK, Breaux C, Ryujin DH. National utilization of mental health services by Asian Americans/Pacific islanders. Journal of Community Psychology. 1997;25:141–145.CrossRef
41.
go back to reference Hodges K, Xue Y, Wotring J. Use of the CAFAS to evaluate outcome for youths with severe emotional disturbance served by public mental health. Journal of Child and Family Studies. 2004;13:325–339.CrossRef Hodges K, Xue Y, Wotring J. Use of the CAFAS to evaluate outcome for youths with severe emotional disturbance served by public mental health. Journal of Child and Family Studies. 2004;13:325–339.CrossRef
42.
go back to reference Cohen J. Statistical Power Analysis For the Behavioral Sciences. 2nd edn. Hillsdale, NJ: Erlbaum; 1988. Cohen J. Statistical Power Analysis For the Behavioral Sciences. 2nd edn. Hillsdale, NJ: Erlbaum; 1988.
43.
go back to reference Daleiden EL, Chorpita BF. From data to wisdom: quality improvement strategies supporting large-scale implementation of evidence-based services. Child and Adolescent Psychiatric Clinics of North America. 2005;14:329–349.CrossRefPubMed Daleiden EL, Chorpita BF. From data to wisdom: quality improvement strategies supporting large-scale implementation of evidence-based services. Child and Adolescent Psychiatric Clinics of North America. 2005;14:329–349.CrossRefPubMed
44.
go back to reference Daleiden EL, Chorpita BF, Donkervoet C, et al. Getting better at getting them better: health outcomes and evidence-based practice within a system of care. Journal of the American Academy of Child and Adolescent Psychiatry. 2006;45:749–756.CrossRefPubMed Daleiden EL, Chorpita BF, Donkervoet C, et al. Getting better at getting them better: health outcomes and evidence-based practice within a system of care. Journal of the American Academy of Child and Adolescent Psychiatry. 2006;45:749–756.CrossRefPubMed
45.
go back to reference Fixsen DL, Naoom SF, Blasé KA, et al. Implementation Research: A synthesis of the literature. FMHI Pub. No. 231. Tampa, FL: University of South Florida, Louis de la Parte Florida Mental Health Institute, The National Implementation Research Network; 2005. Fixsen DL, Naoom SF, Blasé KA, et al. Implementation Research: A synthesis of the literature. FMHI Pub. No. 231. Tampa, FL: University of South Florida, Louis de la Parte Florida Mental Health Institute, The National Implementation Research Network; 2005.
46.
go back to reference Garland AE, Hurlburt MS, Hawley KM. Examining psychotherapy processes in a services research context. Clinical Psychology: Science and Practice. 2006;13:30–46.CrossRef Garland AE, Hurlburt MS, Hawley KM. Examining psychotherapy processes in a services research context. Clinical Psychology: Science and Practice. 2006;13:30–46.CrossRef
Metadata
Title
Longitudinal Predictors of Youth Functional Improvement in a Public Mental Health System
Authors
Charles W. Mueller, PhD
Ryan Tolman, MA
Charmaine K. Higa-McMillan, PhD
Eric L. Daleiden, PhD
Publication date
01-07-2010
Publisher
Springer US
Published in
The Journal of Behavioral Health Services & Research / Issue 3/2010
Print ISSN: 1094-3412
Electronic ISSN: 2168-6793
DOI
https://doi.org/10.1007/s11414-009-9172-4

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