Background: Previous Research
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1 OUTCOME TRAJECTORIES FOR YOUTH SERVED IN RESIDENTIAL TREATMENT FACILITY SETTINGS OR THE COMMUNITY THROUGH THE HOME AND COMMUNITY BASED SERVICES MEDICAID WAIVER Office of Performance Measurement & Evaluation & Division of Integrated Community Services for Children and Families in the New York State Office of Mental Health In collaboration with the New York State Coalition for Children s Mental Health Services Presented at the Children s Mental Health Services Staff Development Training Forum, Saratoga NY 12/3/2013
2 Background: Previous Research Outcome Trajectories for Adolescents in Residential Treatment: A Statewide Evaluation, John S. Lyons, (et al), Journal of Child & Family Studies, Vol. 10, No. 3, September 2001 pp Conducted among Residential Treatment Facility providers in a Western State during 1990 s- analyses suggested that the effectiveness of residential treatment may be limited to the reduction of risk behaviors and depression and improved management of psychosis. There was little evidence that the facilities in this study were successful at improving functioning. In addition, the study indicated that residential treatment may have unintended adverse outcomes on anxiety and hyperactivity. The study also found significant variation in outcomes across sites, with adolescents in one site getting reliably worse during the course of residential treatment.
3 Study Objectives To replicate previous study Lyons et al., 2001 and extend analysis by including a comparison of changed trajectories for youth in Residential Treatment Facilities (RTF) and Home and Community Based Waiver Services (HCBS-Waiver). To profile the psychiatric symptoms, risk behaviors and functional impairment of youth served in RTF and HCBS-Waiver using existing administrative data; To examine the trajectories of change in symptoms, risk behavior, functional impairments, child strengths and family strengths over the course of an episode of care; To examine demographic factors associated with these change trajectories.
4 Background: Setting NYS Office of Mental Health offers Residential Treatment Facility (RTF) and Home and Community Based Services Waiver (HCBS-Waiver) services for youth ages 5-21 who have higher behavioral health needs within the public mental health system. RTF serves approximately 960 youth per year in residential treatment settings and HCBS-Waiver serves approximately 2,700 youth per year in community settings using a wraparound-like program model. Both programs are central components of New York State s (NYS) public mental health system of care for youth. NYS is transitioning public mental health services to Medicaid Managed Care. Important policy questions need to be addressed regarding how to effectively serve youth in the least restrictive setting.
5 Method: Population & Data Source Population & Study Design: Youth receiving services in RTF (N=2,419, 99.8%) or HCBS-Waiver (N=7,817, 100%) during with at least one set of CAIRS Admission indicators; The Study is a repeated measures within and between group design. Data Source: oall data were extracted from CAIRS (Child & Adult Integrated Reporting System) oadmission, follow-up and discharge assessments on youth symptoms, behaviors and functional impairment as well as youth and family strengths domains were included. oyouth demographics, primary diagnosis at admission, custody status and family characteristics were also obtained from CAIRS.
6 Method: Statistical Analysis Descriptive T-test were used to compare average level of youth symptoms, risk behaviors and functional impairment at admission were compared between RTF and Waiver Multivariable Mixed random effect repeated analysis was used to model each child s change trajectory on each indicator as a log-linear function of time over the course of the episode. Change trajectories were examined separately for youth in HCBS-Waiver or RTF settings. Models included the main effects of log transformed time, controlling for effects of Program (Waiver vs. RTF), Unit (RTF provider or Waiver provider), age, gender, custody status, primary diagnosis at admission and family characteristics. (In progress)
7 Method: Analytical Constructs Dependent variables were: youth symptoms, risk behaviors, functional impairment, child and family strengths Prevalence of symptoms, risk behaviors and functional impairment were coded as having any indication of problem or as having a severe level of problem; Symptoms, risk behaviors and functional impairment domain items were coded on a 5-point Likert scale ranging from 0 (notevident) to 4 (severe). Risk behaviors were coded on a 5 point Likert scale from 0 ( never) to 4 (always) Child and family strengths were coded on a 4-point Likert scale with 1 indicating the most need (Not true/not like the child) and 4 indicating the greatest strength (very true/very much like the child).
8 Method: Analytical Constructs Independent variables: Time: time since admission was log transformed to show the predicted amount of change within 9 months of admission (also from 9 to 24 months) (Models controlling for below are IN PROGRESS) Program Type (RTF or Waiver) Program (RTF provider or Waiver provider) Custody status: In foster care (Y/N) Primary Diagnosis at admission was categorized as: ADHD, Mood, Schizophrenia, Disruptive Behavior, Anxiety or other Age was categorized as: 5-12, 13 and older Gender
9 Table 1: Comparisons of domain-level mean scales at admission between youth served in RTF and Waiver using t-test. Domain RTF (n=2419) Waiver (n=7817) t value p> t Behavioral Symptoms <.0001 Risk Behavior <.0001 Functional Impairment <.0001 Child Strength <.0001 Family Strength <.0001
10 Table 2: Average Length of Stay (LOS) Program At least 1 Assessment Avg LOS N (days) At least 2 Assessments At least 3 Assessments Avg LOS Avg LOS N (days) N (days) Residential Treatment Facility Children & Youth Home and Community Based Services (HCBS) Waiver
11 Behavioral Symptoms Domain Consists of 25 items Grouped into the following categories: Emotional Symptoms: Suicidal ideation, Psychotic symptoms, Depression, Anxiety, Phobias, Eating disorder, Hyperactive, and Impulsive. Behavioral Symptoms: Temper tantrums, Sleep disorders, Enuresis / Encompresis, Physical complaints, Developmental delays, Peer interactions, Self-injury and Runaway. Dangerous/Aggressive Behavior: Dangerous to self, Dangerous to others, Verbally aggressive, and Physically aggressive. Substance Abuse: Alcohol abuse and Drug abuse. Sexually Related: Sexually inappropriate, Sexually acting out and Sexually aggressive.
12 CAIRS Behavioral Symptom Domain
13 RTF % of Problem/Severe 100% 90% 80% 70% 60% 50% 40% 30% 20% 10% 0% Symptom Domain: Prevalence of Any Problem and Prevalence of Severe Problem at Admission to RTF 92% 52% 90% 56% 86% 85% 40% 48% 82% 31% 79% 43% 75% 75% 39% 44% 71% 68% 31% 30% 52% 19% 46% 14% 40% 39% 12% 14% Valid N= RTF-Problem (%) (N=2419) RTF-Severe (%) Cohort: Youth Served during 1/1/ /31/2012 with at least 1 assessment.
14 RTF 100% 90% 80% Symptom Domain: Prevalence of Any Problem and Prevalence of Severe Problem at Admission to RTF (Continued) % of Problem/Severe 70% 60% 50% 40% 30% 20% 10% 36% 33% 11% 10% 31% 6% 27% 10% 25% 24% 6% 9% 19% 6% 11% 11% 7% 4% 3% 5% 2% 1% 0% Valid N= RTF-Problem (%) (N=2419) RTF-Severe (%) Cohort: Youth Served during 1/1/ /31/2012 with at least 1 assessment.
15 100% 90% 80% 70% RTF vs Waiver - Symptom Domain: Prevalence of Any Problem at Admission 92% 90% 90% 91% 86% 87% 89% 85% 87% 82% 84% 82% 79% 79% 75% 75% 71% 71% 68% 70% % of Problem/Severe 60% 50% 40% 30% 52% 44% 46% 34% 40% 41% 39% 32% 36% 26% 20% 10% 0% RTF-Problem (%) (N=2419) Waiver-Problem (%) (N=7817) Cohort: Youth Served during 1/1/ /31/2012 with at least 1 assessment. Showing top 15 RTF items with highest problem rate.
16 100% RTF vs Waiver - Symptom Domain: Prevalence of Severe Problem at Admission 90% 80% 70% % of Problem/Severe 60% 50% 40% 30% 20% 10% 56% 41% 52% 32% 48% 44% 43% 39% 38% 32% 40% 39% 31% 31% 28% 25% 25% 17% 30% 24% 19% 10% 14% 14% 6% 6% 12% 11% 8% 6% 0% RTF-Severe (%) (N=2419) Waiver-Severe (%) (N=7817) Cohort: Youth Served during 1/1/ /31/2012 with at least 1 assessment. Showing top 15 RTF items with highest severe problem rate.
17 RTF vs HCBS-Waiver: Change Trajectory on Behavioral Symptoms Domain Items related to Emotional Symptoms
18 RTF vs HCBS-Waiver: Change Trajectory on Behavioral Symptoms Domain Items related to Behavioral Symptoms
19 RTF vs HCBS-Waiver: Change Trajectory on Behavioral Symptoms Domain Items related to Dangerous/Aggressive Behavior
20 RTF vs HCBS-Waiver: Change Trajectory on Behavioral Symptoms Domain Items related to Substance Abuse
21 RTF vs HCBS-Waiver: Change Trajectory on Behavioral Symptoms Domain Sexually Related Items
22 Risk Behavior Suicide attempts Destruction of property Cruelty to animals Fire setting
23 CAIRS - Risk Behaviors Domains
24 Risk Behaviors Domain: Prevalence of Any Problem and Prevalence of Severe Problem at Admission to RTF 100% 90% % of Problem/Severe 80% 70% 60% 50% 40% 30% 71% 30% 33% 20% 10% 0% 6% 9% 7% 2% 1% Destruction of property Suicide attempts Cruelty to animals Fire setting Valid N= RTF-Problem (%) (N=2419) RTF-Severe (%) Cohort: Youth Served during 1/1/ /31/2012 with at least 1 assessment.
25 100% RTF vswaiver - Risk Behavior Domain: Prevalence of Any Problem at Admission 90% 80% 70% 71% 69% % of Problem/Severe 60% 50% 40% 33% 30% 28% 20% 10% 9% 12% 7% 9% 0% Destruction of property Suicide attempts Cruelty to animals Fire setting RTF Problem (%) (N=2419) Waiver Problem (%) (N=7817) Cohort: Youth Served during 1/1/ /31/2012 with at least 1 assessment.
26 RTF vswaiver - Risk Behavior Domain: Prevalence of Severe Problem at Admission 100% 90% 80% 70% % of Problem/Severe 60% 50% 40% 30% 30% 20% 18% 10% 0% 6% 3% 2% 1% 1% 1% Destruction of property Suicide attempts Cruelty to animals Fire setting RTF Severe (%) (N=2419) Waiver Severe (%) (N=7817) Cohort: Youth Served during 1/1/ /31/2012 with at least 1 assessment.
27 RTF vs HCBS-Waiver: Change Trajectory on Risk Behavior Domain
28 Functional Impairment Self-care Social relationships / functioning Cognitive functioning / communication functioning Self-direction Motor functioning
29 CAIRS Functional Impairment Domain
30 100% 90% 80% Functional Impairment Domain: Prevalence of any Problem and Severe Problem at admission (RTF) 98% 93% 84% 79% % of Problem/Severe 70% 60% 50% 40% 30% 63% 47% 33% 26% 30% 20% 10% 4% 0% Social relationships / functioning Self-direction Cognitive functioning / communication functioning Self-care Motor functioning Valid N= RTF-Problem (%) (N=2419) RTF-Severe (%) Cohort: Youth Served during 1/1/ /31/2012 with at least 1 assessment.
31 100% 90% 80% 70% RTF vs Waiver - Functional Impairment Domain: Prevalence of Any Problem at Admission 98% 99% 97% 93% 84% 79% 79% 69% 90% % of Problem/Severe 60% 50% 40% 30% 30% 20% 10% 0% Social relationships / functioning Self-direction Cognitive functioning / communication functioning Self-care Motor functioning RTF-Problem (%) (N=2419) Waiver-Problem (%) (N=7817) Cohort: Youth Served during 1/1/ /31/2012 with at least 1 assessment.
32 100% RTF vs Waiver - Functional Impairment Domain: Prevalence of Severe Problem at Admission 90% 80% % of Problem/Severe 70% 60% 50% 40% 30% 63% 47% 33% 43% 26% 54% 31% 20% 10% 12% 18% 4% 0% Social relationships / functioning Self-direction Cognitive functioning / communication functioning Self-care Motor functioning RTF-Severe (%) (N=2419) Waiver-Severe (%) (N=7817) Cohort: Youth Served during 1/1/ /31/2012 with at least 1 assessment.
33 RTF vs HCBS-Waiver: Change Trajectory on Functional Impairment Domain
34 Child Strength Child identifies personal strengths Maintains positive family relations Uses anger management skills Expresses remorse for behavior that hurts or upsets others Considers consequences of own behavior Accepts closeness and intimacy of others Attends school regularly Respects the rights of others Accepts responsibility for own actions Enjoys a hobby and / or special interest Has friends / is popular with peers Performs well in school
35 CAIRS: Child Strength Domains
36 100% RTF vs Waiver - Child Strength Domain: Prevalence of Strength at Admission 90% % of Strength 80% 70% 60% 50% 40% 30% 20% 75% 73% 74% 69% 60% 53% 49% 49% 49% 43% 44% 43% 38% 36% 38% 35% 30% 28% 23% 20% 10% 0% RTF-Strength (%) (N=2419) Waiver-Strength (%) (N=7817) Cohort: Youth Served during 1/1/ /31/2012 with at least 1 assessment.
37 RTF vs HCBS-Waiver: Change Trajectory on Child Strength Domain
38 RTF vs HCBS-Waiver: Change Trajectory on Child Strength Domain
39 Family Strength Primary caregiver provides food, clothing, shelter Primary caregiver provides age-appropriate supervision Primary caregiver is able to give medications as ordered Primary caregiver responds supportively to this child s emotion Primary caregiver is able to manage / protect child Primary caregiver is motivated to help with treatment
40 CAIRS: Family Strength Domains
41 % of Strength 100% 90% 80% 70% 60% 50% 40% RTF vs Waiver - Family Strength Domain: Prevalence of Strength at Admission 85% 93% 81% 84% 73% 80% 66% 77% 62% 62% 63% 47% 30% 20% 10% 0% Provides food, clothing, shelter Be able to give medications as ordered Be motivated to help with treatment Provides ageappropriate supervision Responds supportively to this child's emotional / behavioral state Be able to manage / protect child RTF-Strength (%) (N=2419) Waiver-Strength (%) (N=7817) Cohort: Youth Served during 1/1/ /31/2012 with at least 1 assessment.
42 RTF vs HCBS-Waiver: Change Trajectory on Family Strength Domain
43 Conclusion & Discussion Youth served in RTF had significantly higher scores (more severe) in symptoms, risk behaviors and functional impairment when admitted compared with youth served in HCBS-Waiver. In terms of youth & family strengths, youth served in RTF had significantly lower scores (more need) when admitted compared youth served in HCBS-Waiver. Change trajectory analysis showed statistically significant improvement in all symptoms, risk behaviors and functioning items for youth served in either RTF or HCBS-Waiver programs. Notable were significant improvements in symptoms/behavior found with peer interactions, impulsive, verbally aggressive, anxiety, social relationships/function and self-direction which each had an average admission score of 2+ (moderate/marginal severity).
44 Conclusion & Discussion (continued) Among child strength items, on uses anger management skills and considers consequences of own behavior had the most noticeable improvements with a change of 0.32, 0.31 for RTF youth in 9 months and 0.22, 0.16 for Waiver youth. The overall Family Strength level had improved significantly for youth in RTF, however, it declined slightly for youth in Waiver. In all the five selected domains, youth served in RTF had greater improvement in level of indicators within 9 months of admission compared to Waiver youth, which can be visualized by the steeper slops of scale trajectories. The slope of trajectory becomes flatter over time, implying more effective treatment during the beginning stage. The scales of change in each item were more noticeable during the first-year of services.
45 Limitations/Future Study Youth served in either RTF or HCBS-waiver had positive change trajectories over time in care in terms of symptoms, risk behaviors, functioning and strengths. Differences in the psychiatric profiles of children served in RTF and Waiver were also noted which may help in the future to determine children s effective placement in the mental health system. The effects of demographics, custody status, primary diagnosis and family characteristics on change trajectories will be examined in future analysis. Proc Mixed procedure is used for predicting the continuous outcome change, but the dependent variable scale is discrete. The Glimmix procedure may be utilized to fit generalized linear mixed models with discrete outcomes.
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