Skip to main content
NIHPA Author Manuscripts logoLink to NIHPA Author Manuscripts
. Author manuscript; available in PMC: 2025 Aug 8.
Published in final edited form as: J Am Acad Child Adolesc Psychiatry. 2020 Aug 2;60(3):355–366. doi: 10.1016/j.jaac.2020.07.896

Training Community Therapists to Deliver an Individualized Mental Health Intervention for Autism Spectrum Disorder: Changes in Caregiver Outcomes and Mediating Role on Child Outcomes

Lauren Brookman-Frazee 1, Colby Chlebowski 2, Miguel Villodas 3, Scott Roesch 4, Kassandra Martinez 5
PMCID: PMC12333665  NIHMSID: NIHMS1642806  PMID: 32755632

Abstract

OBJECTIVE:

This study examines the impact of training therapists to deliver “An Individualized Mental Health Intervention for autism spectrum disorder (ASD)” (AIM HI) for children with autism spectrum disorder on caregiver outcomes and the mediating role of changes in caregiver outcomes on child outcomes.

METHOD:

Data were drawn from a cluster randomized trial conducted in 29 publicly-funded mental health programs randomized to receive AIM HI training or usual care. Therapists were recruited from enrolled programs and child/caregiver participants enrolled from therapists’ caseloads. Participants included 202 caregivers of children aged 5 to 13 with autism spectrum disorder. Caregiver strain and sense of competence were assessed at baseline and 6 month post baseline. Child behaviors were assessed at baseline and 6, 12, and 18 months post baseline. Therapist delivery of evidence-based intervention strategies were assessed between baseline and 6 months.

RESULTS:

A significant training effect was observed for caregiver sense of competence, with AIM HI caregivers reporting significantly greater improvement relative to usual care. There was no significant training effect for caregiver strain. Observer-rated therapist delivery of evidence-based interventions strategies over 6 months mediated training effects for sense of competence at 6 months. Changes in sense of competence from baseline to 6 months was associated with reduced child challenging behaviors at 6 months and mediated child outcomes at 12 and 18 months.

CONCLUSION:

Combined with research demonstrating effectiveness of therapist AIM HI training on child outcomes, this study provides further evidence of the positive impact of training community therapists in the AIM HI intervention.

Keywords: community effectiveness trial, children’s mental health services, autism spectrum disorder, caregiver outcomes

Introduction

Many evidence-based psychosocial interventions for children, including those for children with autism spectrum disorder (ASD) 13, include substantial parent involvement by teaching parents strategies to facilitate their children’s skill development. For children with ASD, behavioral interventions often actively target parent participation as an essential element of treatment 4. Parent mediated interventions were developed for children with ASD to facilitate the generalization of child skills learned in therapy and to increase the intensity of intervention through increased teaching opportunities by allowing the parent to serve as a “co-therapist” in the home 5, 6. In addition, as parents are the decision makers regarding their child’s treatment, they are able to provide important information that contributes to treatment planning and goal setting.

Challenging behaviors refer to a broad range of problem behaviors that may include physical or verbal aggression, noncompliance, tantrums, self-injury, or inappropriate social or withdrawal behaviors. They are common in children with ASD 7 and the primary presenting problems for children with ASD served in community mental health settings,8 with previous research suggesting that 80% of children in mental health services meet criteria for at least one disorder commonly associated with these behaviors (e.g., attention deficit hyperactivity disorder, oppositional defiant disorder) 9. Challenging behaviors are a significant sources of stress for caregivers 10, 11, 12 and can impact parent psychological adjustment with positive child behaviors, or lack thereof, serving as key drivers of maternal adjustment over time 13. They have been found to predict depression in caregivers of children with ASD, over and above the impact of ASD symptoms alone13, 14. The potential impact of child behaviors is particularly relevant for parents of children with ASD as they experience considerably greater parenting stress than parents of typically developing children or children with other disabilities 15 with these increased levels of stress associated with an increased risk for mental health disorders in parents 1619.

Parent training interventions have increasingly been studied as an avenue to address challenging behaviors in children with ASD. A recent systematic review indicated support for the efficacy of parent training interventions in reducing challenging behaviors for children with ASD 20, while a separate meta-analysis found positive effects of behavioral parent training interventions on both disruptive and hyperactive challenging behaviors11.

In addition to these important findings related to child outcomes, given the significant role parents play in the treatment of children with ASD and the level of stress experienced by these caregivers, a focus on caregiver outcomes for interventions in this population is warranted. One study examining the impact of behavioral parent training in families of children with developmental disabilities and challenging behaviors found reduced parental stress and increased parent self-efficacy in managing child challenging behaviors in families who completed the intervention 21. A recent study examined outcomes for parents of children with ASD and challenging behavior from a randomized clinical trial of active parent training versus psychoeducation and found greater improvement in parent competence, and greater reduction on several indices of parental stress and strain for parents in the parent training condition 22. A recent systematic review examined the affective and parenting cognition outcomes of parent management training for mothers and fathers of children ages 2–13 years, across 48 controlled treatment studies. Substantial support was found for reductions in parenting stress, and increases in perceived parenting competence following parent management training23.

The majority of studies including caregiver outcomes in parent training interventions have examined them as collateral effects of parent training and there is limited information available about the associations between caregiver outcomes and child outcomes. While there has been some work suggesting a mediating role of parenting behaviors in changes in child behaviors24,25, there is limited information available about the impact of changes in parental feelings of competence or stress and strain on child outcomes. One study examining mediators of change in parent training for 3- to 8-year-old children with ADHD found increased parental self-efficacy and reduced negative parenting statistically mediated reductions in child ADHD and conduct problems; however, time-lagged analyses were unable to detect a causal relation between prior change in caregiver mediator variables and subsequent child symptom reduction26.

While caregiver outcomes have begun to be studied in efficacy trials, examination of these important secondary outcomes in the context of community effectiveness trials in which evidence-based interventions (EBIs) are tested under routine care conditions is needed. Examination of caregiver outcomes, and associated child outcomes, in children’s mental health services settings is especially warranted as publicly-funded mental health services are an important community service setting providing care for school-age children with ASD due to high rates of co-occurring psychiatric conditions (i.e. over 70%) in this population 2730. Challenging behaviors have been documented as the primary presenting problem for school age children seeking mental health treatment in this service setting 31. Research assessing gaps between research and routine care in children’s mental health services indicates that community mental health therapists have limited training in addressing mental health problems in the ASD population 32,33 In response to the need for a scalable intervention protocol and therapist training model, AIM HI (“An Individualized Mental Health Intervention for ASD”) was developed for use in publicly funded mental health service settings for children with ASD and challenging behaviors.

The AIM HI intervention is a package of parent-mediated and child-focused intervention designed to reduce challenging behaviors in children with ASD aged 5 to 13 years. A pilot study of AIM HI provided preliminary evidence of the feasibility of training mental health therapists to deliver the AIM HI intervention and positive changes in child challenging behaviors after working with a therapist trained in AIM HI 31, 34. Importantly, caregivers and therapists reported a significant shift in the focus and structure of psychotherapy such that caregivers attended more sessions, collaborated with the therapists to teach child skills, and learned skills to manage their child’s challenging behaviors. Following the pilot study, a large-scale cluster randomized controlled community effectiveness trial was conducted in two large counties to examine the impact of training mental health therapists in AIM HI. The primary analyses of this study indicated that children whose therapists participated in AIM HI training and consultation demonstrated significantly greater improvement in challenging behaviors compared to children whose therapists did not receive AIM HI training. The effects of therapist training on child outcomes were mediated by therapist use of EBI strategies included in the AIM HI intervention35.

The current study extends the child outcome findings reported from the effectiveness trial by examining caregiver outcomes from caregiver self-report measures of parental stress and feelings of parental competence collected at baseline and after 6 months of services (i.e., the length of the therapy observation period and time period in which the largest percentage of families were active with a participant therapist 35). Potential moderators (child and caregiver characteristics) and mediators (therapist EBI strategy delivery) of training effects on caregiver outcomes were examined. Examination of change in the caregiver outcomes as a potential mediator of child outcomes 35 was also explored.

Method

Data on caregiver outcomes were extracted from a cluster randomized waitlist control design used to examine the effectiveness of AIM HI training/consultation. As described in the primary outcome report 35, and using a protocol approved by the University of California, San Diego Institutional Review Board, publicly-funded outpatient clinic and school-based mental health programs in San Diego and Los Angeles counties were invited to enroll in the study. Programs were eligible if they were 1) publicly funded, and 2) provided ongoing psychotherapy services to children.

Randomization occurred at the program level to prevent contamination at the therapist level and was completed by an independent statistical investigator. Randomization was stratified by agency size using randomly permuted blocks according to a computer-generated assignment sequence prepared in advance by the study statistician. Based on an imbalance in the average number of participants enrolled in usual care (UC) vs AIM HI during the first year, a restricted randomization approach 36, 37 was used for subsequent years to achieve a better balance in the sample size by condition. The randomization ratio was recalibrated from 1:1 to a 2:1 ratio of programs randomized to UC..

Participants

Participants in the current study included therapists and caregivers enrolled in the community effectiveness trial. Following program enrollment and randomization, therapists were recruited from within enrolled programs and consented for participation. Children and caregivers were enrolled from participant therapists’ caseloads and caregivers consented for participation. Informed written consent was obtained from all therapist and caregiver participants.

Therapist participants.

Therapists were eligible for study participation if they (1) provided psychotherapy services in an enrolled program, (2) anticipated working in the program for at least the next seven months, and (3) had a least one eligible child on current caseload. See Table 1 for information about therapist participants.

Table 1.

Program, Participant and Treatment Characteristics

Usual Care AIM HI

Program characteristics n=16 n=22
Setting
 Outpatient clinic 50.0% 45.5%
 School 50.0% 18.2%
 Multiple settings (school, clinic, home) 0% 36.4%
Therapist characteristics n=42 n=130
Therapist age (years) M(SD) 35.29 (8.20) 33.53 (8.07)
Therapist gender (female) 88.1% 84.6%
Therapist race/ethnicity (%)
  Hispanic/Latinx 40.5% 32.3%
  Non-Hispanic White 57.1% 46.2%
  Other Minority/Multiracial 2.4% 21.5%
Primary mental health discipline (%)
  Marriage and Family Therapy 47.6% 40.0%
  Clinical Psychology 7.1% 19.2%
  School Psychology 11.9% 10.0%
  Social Work 26.2% 26.2%
  Other Discipline a 7.2% 4.6%
Licensed in mental health discipline (%) 28.6% 27.7%
Caregiver/family characteristics n=46 n=156
Child age (years) M(SD) 9.35 (2.38) 9.06 (2.46)
Child Gender (male) 82.6% 84.6%
Child Hispanic/Latinx 67.4% 57.7%
Child Cognitive Standard Score 86.00 (16.23) 89.27 (16.64)
Child ADOS-2 Comparison Score 6.84 (1.91) 7.11 (2.06)
Child SRS-2 Total T-Score 82.98 (9.795) 79.20 (11.45)
Caregiver age (years) M(SD) 38.76 (6.97) 40.55 (8.56)
Caregiver gender (female) 97.8% 92.3%
Caregiver race/ethnicity
  Hispanic/Latinx 54.3% 50.6%
  Non-Hispanic White 30.4% 35.9%
  Other Minority/Multiracial 15.2% 13.5%
Caregiver preferred language (Spanish) 34.8% 28.2%
Caregiver marital status (married) 42.2% 55.1%
Maternal education level
  Less than high school 15.6% 20.0%
  Completed high school 48.9% 34.8%
  Any trade school/college 35.6% 45.2%
Annual household income
 ≤$25,000 56.5% 41.7%
 $25,001–75,000 30.4% 39.7%
 >$75,000 13.0% 18.6%

Note: ADOS-2 = Autism Diagnostic Observation Schedule, Second Edition; SRS-2 = Social Responsiveness Scale, Second Edition

a

Other Discipline includes Psychiatry, Licensed Professional Clinical Counselor, Art Therapist

Caregiver and child participants.

After initial enrollment, therapists referred children for an eligibility assessment conducted by study staff. Children were eligible if they: 1) were aged 5–13 years old at the time of recruitment, 2) spoke English or Spanish as their primary language, 3) had an existing ASD diagnosis on record, and/or 4) exhibited clinically significant ASD symptoms on at least one of two standardized ASD diagnostic measures: a score in the ASD or autism range on the Autism Diagnostic Observation Schedule-2 (ADOS-2)38 or a score in the moderate to severe range the Social Responsiveness Scale-2 (SRS-2) 39. Caregiver participants enrolled with their participating child. See Table 1 for demographic information for children and caregivers. Caregiver participants whose children received treatment from an AIM HI trained therapist will be referred to as AIM HI caregiver while caregivers whose children received care as usual are referred to as usual care caregiver.

Intervention

The AIM HI clinical intervention is a package of evidence-based strategies aimed to reduce challenging behaviors in children with ASD aged 5 to 13 designed for delivery in publicly-funded mental health services. AIM HI is a parent mediated intervention which involves collaborating with the child’s caregiver to identify the primary functions of a child’s challenging behaviors and actively teaching (through modeling, behavioral rehearsal, reinforcement, and in-home practice) child and caregiver skills. AIM HI uses “within session elements,” or strategies designed to adapt psychotherapy structure for ASD clients and their families to facilitate engagement and skill building, such as using schedules and visuals supports and incorporating the child’s special interests into session activities (see previous publications 31, 35 for more information about the intervention and training protocol).

The AIM HI therapist training occurs over a 6-month training period that occurs while the therapist delivers the AIM HI intervention to a child on their current caseload. The training model includes active, direct, and explicit instructional methods and contains the following components: (a) an introductory training workshop involving didactic lecture, video examples, and planning for AIM HI delivery with a target client; (b) 11 consultation meetings with an expert AIM HI trainer (nine group, two individual), approximately 1 hour in length over a 6-month period that provide didactic instruction and case-specific feedback; (c) performance feedback from an AIM HI trainer based on review of the therapist’s session recordings with participating families; and (d) access to a therapist manual and printed and electronic forms.

Usual Care (UC) Waitlist Control

Therapist participants in the waitlist control condition delivered routine care to participating children and their caregivers. They submitted recordings of their therapy sessions to the research team over the 6-month observation period and completed all study measures; no AIM HI training or clinical feedback was provided to usual care therapists.

Procedure

Baseline eligibility assessments were conducted by the research team for all referred children. Data collection from caregivers occurred at baseline, 6 months, 12 months, and 18 months, regardless of whether their child remained in services with the participant therapist. Session recordings occurred only during the 6 month window of study participation (BL to 6 months). Families received a $40 giftcard for completion of the baseline assessment and a $25 giftcard for each subsequent interview.

Measures

Eligibility Assessments.

Baseline eligibility assessments consisted of Autism Diagnostic Observation Schedule (ADOS-2) 38, Social Responsiveness Scale (SRS-2)39, and a measure of cognitive functioning (Wechsler Abbreviated Scale of Intelligence-II (WASI-II) 40 or the Differential Ability Scale-II (DAS-II) 41 based on the child’s age). Child and caregiver demographic information was collected from caregivers.

Outcome assessments.

Caregivers were asked to complete outcome assessments at Baseline, 6 months, 12, months, and 18 months.

Caregivers self-reported their experience of caregiver stress using the Caregiver Strain Questionnaire (CGSQ) 43. The CGSQ is a 21-item scale that measures the impact of caring for a child with emotional and behavioral problems in six areas: economic burden, impact on family relations, disruption of family activities, psychological adjustment of family members, stigma/anger, and worry/guilt; higher scores indicate higher caregiver strain. The CGSQ total scores at baseline and 6 months were used in the current analyses.

Perceptions of parental competence were assessed using the Parenting Sense of Competence (PSOC) 44. The PSOC scale measures parental competence and self-efficacy on two dimensions: Satisfaction and Efficacy. It is a 17 item Likert-scale questionnaire on a 6 point scale. Satisfaction section examines the parents’ anxiety, motivation and frustration, while the Efficacy section looks at the parents’ competence, capability levels, and problem-solving abilities in their parental role. Higher scores indicate greater reported competence. The PSOC total scores at baseline and 6 months were used in the current analyses.

Child’s challenging behaviors were assessed using the Eyberg Child Behavior Inventory (ECBI) 42. The ECBI is a parent-report measure assessing challenging behaviors in children aged 2–16 years. The ECBI includes 36 items, rated on a dichotomous Problem scale and a 7-point Intensity scale. Higher scores indicate more frequent (Intensity scale) or more problematic (Problem scale) behavior problems. The Intensity and Problem scales at Baseline, 6, 12, and 18 months were used for the child outcome analyses.

Observed therapist delivery of evidence-based intervention strategies.

Trained coders naive to study condition coded in-session therapist EBI strategy delivery (for both UC and AIM HI trained therapists) from video-recorded therapy sessions collected from baseline to 6 months. Recordings were randomly selected from two month windows representing the beginning (months 1–2), middle (months 3–4), and end (months 5–6) of the observation period and scores were averaged across coded sessions for the 6 month period. The average number of coded sessions per child was 7.5 sessions (SD= 3.27). To assess for inter-rater reliability, 25% of recordings were randomly selected for double coding; reliability was moderate to high with ICCs ranging from .62 to .89.

Ratings were made by observers using a Likert scale ranging from 0 to 6 with a score of 0 indicating that the clinical strategy was not observed; a score of 1 or 2 indicating the strategy observed to be used with low frequency or intensity; a score of 3 or 4 indicating that the strategy was observed to be used with moderate frequency/intensity; and a score of 5 or 6 indicating high frequency/intensity of strategy use. In the current study, a composite score reflecting the extent to which the therapist was observed to use in-session therapeutic strategies directed to caregivers (Therapist EBI Strategy Delivery of Caregiver Directed Strategies) and three Effectiveness ratings (Session Structure; Treatment Continuity, Therapist Pursuit of Caregiver Skill) reflecting the observed effectiveness of these strategies were used for analyses.

Data Analytic Plan and Power Calculation

Intraclass correlation coefficients (ICCs) were calculated to determine the amount of variability in each outcome that could be attributed to the clustered nature of the data (i.e., families/therapists nested within programs). Minimal variability was evident at the program level for all outcomes (<.001-.001). Nevertheless, robust standard errors were estimated for all models to account for the clustered data structure. Differences in caregiver outcomes at 6 months post training/intervention delivery between training groups were tested while controlling for baseline (pre-training and intervention delivery) levels. Moderators (e.g., caregiver/therapist characteristics) of treatment group differences were statistically evaluated by adding interaction terms to the models. To determine if therapist EBI strategy delivery ratings (e.g., therapist use of caregiver directed strategies, session structure, treatment continuity) mediated the training effect on caregiver 6 month outcomes, we tested the significance of indirect effects using asymmetric confidence intervals (CIs); CIs that do not contain the value 0 are considered statistically significant mediated effects 45, 46. A similar approach was used to determine if change in caregiver outcomes at 6 months mediated the training effect on child behavior outcomes at 6, 12, and 18 months. These models also included unstructured autoregressive effects for the target outcomes controlling for baseline levels.

All analyses used an intent-to-treat approach and the Maximum Likelihood Robust estimation procedure implemented by the Mplus software 47. The estimation procedure adjusts for missing data that can be treated as Missing at Random (MAR) and non-normality of the outcome variables. Though it is difficult to definitively determine that missing data meet these criteria, all study variables were tested and none were significantly associated with missing data patterns. Data were treated as though they were MAR 48. The power analysis program RMASS2 49 was used to estimate the sample size necessary to find statistically significant (α=.05) AIM HI training effects, assuming a between-group effect size of d = .40 on the primary outcome of the trial (ECBI) and an overall attrition rate of 20%. Moreover, clustering at the clinic level was accounted for with the design effect, with an average number of therapists per clinic assumed to be 7 and an intraclass correlation coefficient of .05. Given these assumptions, 206 clients/therapists nested with 29 clinics were needed at the beginning of the study to detect the predicted training effect with 80% power.

Results

Descriptives for AIM HI caregivers and usual care caregivers are reported in Table 1 and treatment process and outcome data are reported in Table 2. In preliminary analyses, the association between proportion of treatment sessions attended by the caregiver was examined as potential covariate of caregiver outcomes. Caregivers in the AIM HI group (79.1%) attended a significantly greater proportion of sessions than caregivers in the Usual Care group (39.0%) , B = 39.73, p < .001; however, the proportion of treatment sessions attended by the caregiver was not significantly associated with caregiver strain, B = .00, p = .54, or parental sense of competence, B = .02, p = .14, and was not included in additional analyses.

Table 2.

Treatment Process and Outcomes

Usual Care AIM HI

Caregiver PSOC total score
  Baseline M(SD) 72.98 (10.14) 71.09 (10.49)
  6-month M(SD) 71.39 (9.25) 72.21 (10.67)
Caregiver CGSQ total score
  Baseline M(SD) 2.76 (.81) 2.69 (.85)
  6-month M(SD) 2.44 (.68) 2.47 (.79)
Child ECBI Problem Scale a
  Baseline M(SD) 62.54 (10.04) 64.14 (10.53)
  6-month M(SD) 62.89 (9.74) 62.49 (10.87)
  12-month M(SD) 62.24 (10.84) 61.86 (12.20)
  18-month M(SD) 61.76 (11.69) 60.55 (12.40)
Child ECBI Intensity Scale b
  Baseline M(SD) 63.07 (9.50) 63.08 (10.70)
  6-month M(SD) 59.78 (8.82) 60.29 (10.92)
  12-month M(SD) 59.62 (9.47) 59.36 (10.85)
  18-month M(SD) 59.11 (10.03) 59.30 (10.24)
Sample Size at each Timepoint
  Baseline 46 156
  6-month 36 140
  12-month 34 132
  18-month 28 122
Treatment Process
Total number of attended sessions M(SD) 13.59 (6.70) 15.05 (6.36)
Percent of total sessions attended by caregiver 39.0% 79.1%
Therapist Delivery of Caregiver Directed Strategiesc 1.84 (0.77) 3.22 (0.74)
Therapist Effectiveness Ratingse
  Session Structure M(SD) 2.80 (1.0) 4.55 (0.71)
  Treatment Continuity M(SD) 2.47 (1.11) 4.52 (0.80)
  Therapist Pursuit of Caregiver Skill M(SD) 1.27 (1.30) 3.41 (1.11)

Note: CGSQ = Caregiver Strain Questionnaire; ECBI = Eyberg Child Behavior Inventory; PSOC = Parenting Sense of Competence

a

The ECBI Intensity scale represents the frequency of disruptive behaviors.

b

The ECBI Problem scale represents the total number of behaviors endorsed as being a problem for the caregiver.

c

Therapist EBI strategy delivery ratings were scored on a 7-point Likert scale reflecting the extent to which the strategy was used in a specific session. Scores of 0 indicate that the strategy was not observed. Scores of 1–2, 3–4, and 5–6 reflect low, moderate, and high extensiveness, respectively. Therapist EBI strategy delivery ratings were averaged across 6 months of services.

Caregiver 6 Month Outcomes by AIM HI Training Group

Caregiver Strain Questionnaire.

There were no significant differences between AIM HI caregivers and usual care caregivers on their reported strain at 6 months, B = .04, p = .59, d = .06, 95% CI for d [−.16, .27], after controlling for baseline levels in each group.

Parenting Sense of Competence.

AIM HI caregivers reported significantly higher parental sense of competence relative to usual care caregivers at 6 months, B = 2.35, p = .03, d = .23, 95% CI for d [.02, .44], after controlling for baseline levels in each group.

Caregiver and Child Characteristics as Moderators of Effects on Caregiver Outcomes

Caregiver characteristics.

Caregiver characteristics, such as race/ethnicity (Hispanic vs. White p = .26, other minority vs. White p = .76), preferred language (p = .77), maternal level of education (p = .60) did not significantly moderate differences between AIM HI caregivers and usual care caregivers in reported competence.

Child characteristics.

Children’s baseline level of challenging behaviors, as measured by baseline caregiver-rated ECBI score, did not significantly moderate differences between AIM HI caregivers and usual care caregivers in sense of competence (p = .19).

Therapy Process as Mediators of Effects on Parenting Sense of Competence

Although there was a significant difference in the percentage of sessions that caregivers attended (AIM HI caregivers attended 79% of sessions compared to 39% attendance for usual care caregivers), the percentage of sessions that caregivers attended (95% asymmetric CI [−1.7, .21]) did not significantly mediate group differences in parenting sense of competence.

Training group differences in parental sense of competence were not significantly mediated by observer rated caregiver-directed strategies composite (measuring the extent to which the therapist was observed to use EBI strategies directed to caregivers in session), 95% asymmetric CI [−.55, 4.15]; however, group differences were significantly mediated by observer treatment continuity scores, 95% asymmetric CI [.42, 5.31], and observer ratings of therapist pursuit of caregiver skills (measuring the effectiveness with which therapists pursued teaching a caregiver skill in session), 95% asymmetric CI [.01, 4.36].

Specifically, although AIM HI trained therapists displayed higher EBI strategy delivery of caregiver-directed stratgies, indicating they delivered significantly more extensive EBI strategies to caregivers in session relative to usual care therapists, B = 1.39, p < .001, 95% CI [.88, 1.90], R2 = .39, caregiver-directed strategies was not associated with a greater parenting sense of competence, B = 1.30, p > .12 95% CI [−.33, 2.93], β = .12. AIM HI therapists also had significantly higher treatment continuity scores than usual care therapists, B = 2.05, p < .001, 95% CI [1.65, 2.39], R2 = .5, which in turn was associated with greater sense of parental competence, B = 1.36, p = .02, 95% CI [.21, 2.51], β = .16. Moreover, therapists who received AIM HI training were rated to pursue caregiver skills more effectively than therapists who did not receive AIM HI training, B = 2.15, p < .001, 95% CI [1.52, 2.78], R2 = .39, which was in turn associated with a greater parental sense of competence after 6 months of intervention delivery, B = .96, p = .049, 95% CI [.01, 1.76], β = .13.

Changes in the Parenting Sense of Competence as Mediators of Effects on Child Outcomes

Changes in parenting sense of competence and short term (6 month) child outcomes.

Indirect associations between group and ECBI Problem scale, 95% asymmetric CI [−.88, −.04] and the ECBI Intensity scale, 95% asymmetric CI [−.60, −.03] scores at 6 months via parent sense of competence were statistically significant. AIM HI caregivers reported higher parental sense of competence relative to usual care caregivers at 6 months, and parent sense of competence was associated with lower child ECBI Problem scores, B = −.17, p < .001, 95% CI [.21, 2.51], β = −.17 and lower ECBI Intensity scores, B = −.12, p < .001, 95% CI [−.25, −.08], β = −.12 at 6 months.

Changes in parenting sense of competence and long term (12 and 18 month) child outcomes.

Parent sense of competence significantly mediated the group effects for the ECBI Intensity scale at 12 months, 95% asymmetric CI [−.52, −.01]. AIM HI caregivers reported higher parental sense of competence relative to usual care caregivers at 6 months, which in turn was associated with lower child ECBI Intensity scores at 12 months, B = −.09, p = .006, 95% CI [−.16, −.03], β = −.10. Parent sense of competence significantly mediated the training group effects for the ECBI Problem scale at 18 months, 95% asymmetric CI [−1.31, −.003]. AIM HI caregivers reported higher parental sense of competence relative to usual care caregivers at 6 months, which in turn was associated with lower child ECBI Problem scores at 18 months, B = −.21, p = .03, 95% CI [−.40, −.02], β = −.19.

Discussion

The current study used a cluster randomized trial to examine the effectiveness of therapist AIM HI training and consultation on key caregiver outcomes – caregiver strain and parental sense of competence – within the context of publicly-funded mental health services. Both groups of caregivers whose children received mental health services reported significant decreases in caregiver strain after 6 months of intervention and there was not a significant difference between training groups. In contrast, AIM HI caregivers reported greater increases in parenting sense of competence after 6 months of services with a therapist who participated in AIM HI training compared to caregivers in the usual care group. The changes in parenting sense of competence were associated with improved child behavior outcomes at six months and mediated these effects at 12 (ECBI Intensity) or 18 months (ECBI Problem).

There results suggest that parental involvement in mental health services working with a therapist to address child challenging behaviors may reduce feeling of caregiver stress and strain. The differential findings between the two caregiver outcomes (strain versus competence) may relate to the focus of caregiver involvement in AIM HI. That is, there is not a specific component in AIM HI targeting reduction of caregiver strain or stress, there is, however, an explicit focus on building caregiver skills and increasing feelings of parental competence and confidence in using skills with their children. The development of caregiver skills is built into the AIM HI protocol across all intervention phases (Treatment Planning, Active Teaching, and Evaluating Progress) and guidance about caregiver skill development is built into the feedback provided to therapists at AIM HI training workshops and consultations. This focus on teaching caregivers skills to use with their child may be related to caregivers’ increases in reported feelings of competence in the parenting role.

Results from the mediation analyses highlight the importance of therapist delivery of evidence-based intervention strategies, with therapist observed strategy delivery over 6 months mediating caregiver 6 months outcomes, which is consistent with previous findings examining the impact of AIM HI on child behavior outcomes 35. Results indicate that therapist use of treatment continuity across sessions mediated caregiver outcomes. This mediation finding was also observed in examination of child outcomes35 indicating that helping therapists increase their continuity across treatment sessions is a strategy that has the potential to both reduce child challenging behaviors and increase parental competence. The additional therapist strategies that influenced outcomes differed for children and their caregivers, with previous findings indicating that effective use of session structure mediated child outcomes, while therapist pursuit of a caregiver skill mediated caregiver outcomes.

Lastly, changes in parenting sense of competence at 6 months was associated with effects on short and long term child behavior outcomes, highlighting the importance of directly targeting caregivers in child interventions to both teach caregiver skills and increase caregiver self-efficacy to improve child outcomes. This finding further supports the effectiveness in training therapists in a model targeting caregiver skills improves caregiver and child outcomes.

There are several important contributions from the current study. These results were from a community effectiveness trial of an ASD intervention conducted in publicly-funded mental health services and adds to the limited outcome data available from effectiveness and implementation trials in routine mental health care. The effectiveness of training community therapists to deliver AIM HI was tested under ecologically valid conditions which allows for examination of the factors needed to successfully implement AIM HI in community settings.Therapists trained in AIM HI were not required to demonstrate fidelity to the AIM HI intervention prior to intervention delivery with clients, rather the training and intervention delivery occurred concurrently in the first 6 months of the study. Even in the AIM HI group, observed therapist delivery of EBI strategies was modest and not all trained therapists ultimately reached criterion fidelity. This study context provides a very conservative test of AIM HI delivery in usual case settings using an intent to treat approach and as such, the small effect size for parental sense of competence is not surprising. This small effect is important as evidenced by the associations with the effects on child outcomes. Furthermore, the use of a cluster randomized trial mitigates concerns related to contamination given intervention implementation in community settings and was a strength of the study design.

The current findings should also be considered with the following limitations. The outcomes measured were limited to caregiver report of feelings of strain and competence and caregiver report of child behaviors; given their participation in the intervention, clients/caregivers were not blind to study condition. As a result, the trial relied on unblinded caregiver report for both caregiver and child outcomes, which is a limitation of this study. While no objective measures of strain or competence were collected, caregiver self-perceptions are meaningful and provide important information about their perceptions of success and strain in their parenting role. Although the AIM HI intervention is designed to be parent mediated and included explicit teaching of caregiver skills, given that the intervention was implemented by therapists working in community mental health settings, the participation of parents could not be guaranteed and parent involvement differed by training condition. Although AIM HI caregivers attended significantly more sessions than their usual care counterparts (see Table 2), they were not present for all therapy sessions.

The findings of this cluster randomized community trial provide support for the effectiveness of training therapists working in publicly-funded mental health services to deliver evidence-based strategies to reduce challenging behaviors to children with ASD with positive impacts of training on caregiver reported sense of competence and child outcomes. The mediating role of therapist use of session structure, home practice/treatment continuity, and explicit caregiver in session skill-building highlights the importance of developing and testing implementation strategies aimed to improve therapist delivery of evidence-based intervention strategies. Finally, the significant associations between changes in parental sense of competence on effects on child behavior outcomes and their mediating role for long term child outcomes highlights the importance of directly targeting the development of caregiver self-efficacy in managing behaviors in children with ASD. Increasing caregiver self-efficacy has the potential to positively impact child outcomes for children with ASD. Combined with research demonstrating the effectiveness of therapist AIM HI training on child outcomes, this study further demonstrates that training community therapists in AIM HI provides benefits to both caregivers and children and that caregiver and child benefits are related.

Figure 1: Study Flow Diagram.

Figure 1:

Note: Figure 1 presents the CONSORT flow diagram from the parent trial (Brookman-Frazee et al., 201935) describing the cluster randomized waitlist control design. As described in Brookman-Frazee et al. (2019) after MH programs enrolled in the study, they were randomized to immediate (Wave 1 = W1) AIM HI training or to a usual care (UC) /waitlist control condition. After programs in the waitlist control completed the UC condition, they were invited to participate in the delayed (Wave 2 = W2) AIM HI training. Therapists were recruited from enrolled programs and children were recruited from the caseloads of enrolled therapists in each wave. AIM HI = An Individualized Mental Health Intervention for ASD; MH = ??.

a There were 43 programs provisionally enrolled in the study; 13 had insufficient numbers of clients with autism spectrum disorder (ASD) and were thus ineligible.

b Ineligible: 1 left the clinic; 32 did not refer the client.

c Therapist may have referred more than 1 child if the first referred child was not enrolled in the study or if there was more than 1 eligible child on the caseload.

d Ineligible: 1 left the clinic; 8 had no eligible client.

e Three ineligible based on phone screen; 6 declined; 2 unable to contact.

f Two unable to contact; ineligible: 1 left the clinic; 13 did not refer the client.

g Two unable to contact; ineligible: 1 left the clinic; 1 did not provide psychotherapy; 32 did not refer the client.

h Ineligible: 1 left the clinic; 8 had no eligible client.

i Ineligible: 11 had no eligible client.

j Five ineligible based on phone screen; 2 declined; 2 unable to contact.

k Fifteen ineligible after phone screen; 10 declined; 4 unable to contact.

l Ineligible: 6 did not have ASD.

m Ineligible: 6 did not have ASD; 3 had an ineligible referring therapist.

Figure 2. Parenting Sense of Competence (PSOC) by Training Group.

Figure 2.

Note: AIM HI = Individualized Mental Health Intervention for ASD.

Figure 3: Conceptual Mediation Model Examining Parenting Sense of Competence (PSOC) Outcomes at 6 Months via Therapist Delivery of Evidence-Based Intervention Strategies.

Figure 3:

Note: Path coefficients labeled d, represent Cohen’s d effect sizes for between group effects. Path coefficients labeled β represented standardized linear regression coefficients.

Acknowledgements

Funding/Support:

This work was supported by grant R01MH094317 from the National Institute of Mental Health. The funder 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; or decision to submit the manuscript for publication.

Footnotes

Drs. Villodas and Roesch served as the statistical experts for this research.

Drs. Brookman-Frazee, Chlebowski, Villodas, and Martinez are with the Child and Adolescent Services Research Center, San Diego, California. Drs. Brookman-Frazee and Chlebowski are also with the University of California, San Diego. Dr. Brookman-Frazee is also with Rady Children’s Hospital, San Diego, California. Drs. Villodas and Roesch are with San Diego State University, California. Dr. Martinez is also with SDSU/UCSD Joint Doctoral Program in Clinical Psychology, San Diego, California.

Disclaimer: The views expressed in this article are solely those of the authors and do not reflect the endorsement or the official policy or position of the National Institute of Mental Health.

Access to Data: Dr. Lauren Brookman-Frazee (UCSD), Dr. Miguel Villodas (SDSU) and Dr. Scott Roesch (SDSU) had full access to all the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. Dr. Miguel Villodas (SDSU) and Dr. Scott Roesch (SDSU) conducted and are responsible for the data analysis.

Disclosure: Drs. Brookman-Frazee, Chlebowski, Villodas, Roesch and Ms. Martinez have reported no biomedical financial interests or potential conflicts of interest.

Conflict of Interest Disclosures: The authors report no actual or potential conflicts of interest.

Clinical trial registration information: Effectiveness and Implementation of a Mental Health Intervention for ASD (AIM HI); https://clinicaltrials.gov/; NCT02416323.

Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.

Contributor Information

Lauren Brookman-Frazee, University of California, San Diego, Child and Adolescent Services Research Center Rady Children’s Hospital-San Diego.

Colby Chlebowski, University of California, San Diego, Child and Adolescent Services Research Center 9500 Gilman Drive, La Jolla, CA 92093-0812.

Miguel Villodas, San Diego State University, Child and Adolescent Services Research Center.

Scott Roesch, San Diego State University.

Kassandra Martinez, SDSU/UCSD Joint Doctoral Program in Clinical Psychology Child and Adolescent Services Research Center.

References

  • 1.Bearss K, Johnson C, Handen B, Smith T, Scahill L. A pilot study of parent training in young children with autism spectrum disorders and disruptive behavior. J Autism Dev Disord. 2013;43(4):829–840. 10.1007/s10803-012-1624-7 [DOI] [PubMed] [Google Scholar]
  • 2.Bearss K, Burrell TL, Stewart L, Scahill L. Parent training in autism spectrum disorder: What’s in a name? Clin Child Fam Psychol Rev. 2015;18(2):170–182. 10.1007/s10567-015-0179-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Bearss K, Johnson C, Smith T, et al. Effect of parent training vs parent education on behavioral problems in children with autism spectrum disorder: a randomized clinical trial. JAMA. 2015;313(15): 1524–1533. 10.1089/cap.2015.0120 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Lord C, Bishop SL. Autism Spectrum Disorders: Diagnosis, Prevalence, and Services for Children and Families. Soial Policy Report. 2010;24(10). [Google Scholar]
  • 5.Burrell TL, Borrego J Jr. Parents’ involvement in ASD treatment: what is their role?. Cogn Behav Pract. 2012:19(3): 423–432. 10.1016/j.cbpra.2011.04.003 [DOI] [Google Scholar]
  • 6.Brookman-Frazee L, Vismara L, Drahota A, Stahmer A, & Openden D. Parent training interventions for children with autism spectrum disorders. In: Matson J, ed. Applied Behavior Analysis for Children with Autism Spectrum Disorders. New York, NY: Springer; 2009:237:257 [Google Scholar]
  • 7.Kim JA, Szatmari P, Bryson SE, Streiner DL, Wilson FJ. The prevalence of anxiety and mood problems among children with autism and Asperger syndrome. Autism. 2000;4(2): 117–132. https://doi.org/0126081362-3613(200006)4:2 [Google Scholar]
  • 8.Mandell DS, Walrath CM, Manteuffel B, Sgro G, & Pinto-Martin J. Characteristics of children with autistic spectrum disorders served in comprehensive community-based mental health settings. J Autism Dev Disord. 2005;35(3): 313–321. 10.1007/s10803-005-3296-z [DOI] [PubMed] [Google Scholar]
  • 9.Brookman-Frazee L, Stadnick N, Chlebowski C, Baker-Ericzén M, & Ganger W. Characterizing psychiatric comorbidity in children with autism spectrum disorder receiving publicly-funded mental health services. Autism. 2017;22(8):1–15. 10.1177/1362361317712650 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Garland AF, Brookman-Frazee L, Hurlburt MS, et al. Mental health care for children with disruptive behavior problems: A view inside therapists’ offices. Psychiatric Services. 2010;61(8): 788–795. 10.1176/ps.2010.61.8.788. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Tarver JH, Palmer ML, Webb S, Scott SBC, Slonims V, Simonoff E, & Charman T. Child and parent outcomes following parent interventions for child emotional and behavioral problems in autism spectrum disorders (ASD): A systematic review and meta-analysis. Autism. 2019; 23(7): 1630–1644. 10.1177/1362361319830042 [DOI] [PubMed] [Google Scholar]
  • 12.Hastings RP. Parental stress and behaviour problems of children with developmental disability. J Intellec Dev Disabil. 2002;27(3): 149–160. 10.1080/1366825021000008657 [DOI] [Google Scholar]
  • 13.Benson PR. Coping and psychological adjustment among mothers of children with ASD: An accelerated longitudinal study. J Autism Dev Disord. 2014;44(8):1793–1807. 10.1007/s10803-014-2079-9 [DOI] [PubMed] [Google Scholar]
  • 14.Hastings RP, Brown T. Behavior problems of children with autism, parental self-efficacy, and mental health. Am J Ment Retard. 2002;107(3):222–232. [DOI] [PubMed] [Google Scholar]
  • 15.Hayes SA, Watson SL. The impact of parenting stress: A Meta-analysis of Studies Comparing the Experience of Parenting Stress in Parents of Children With and Without Autism Spectrum Disorder. J Autism Dev Disord. 2013;43(3):629–642. 10.1007/s10803-012-1604-y [DOI] [PubMed] [Google Scholar]
  • 16.Dabrowska A, Pisula E. Parenting stress and coping styles in mothers and fathers of pre-school children with autism and Down syndrome. J Intellect Disabil Res. 2010;54(3): 266–280. 10.1111/j.1365-2788.2010.01258.x [DOI] [PubMed] [Google Scholar]
  • 17.Davis NO, Carter AS. Parenting stress in mothers and fathers of toddlers with autism spectrum disorders: Associations with child characteristics. J Autism Dev Disord. 2008;38(7):1278. 10.1007/s10803-007-0512-z [DOI] [PubMed] [Google Scholar]
  • 18.Shtayermman O. Stress and marital satisfaction of parents to children diagnosed with autism. J Fam Soc Work. 2013;16(3):243–259. 10.1080/10522158.2013.786777 [DOI] [Google Scholar]
  • 19.Zablotsky B, Bradshaw CP, Stuart EA. The association between mental health, stress, and coping supports in mothers of children with autism spectrum disorders. J Autism Dev Disord. 2013;43(6):1380–1393. 10.1007/s10803-012-1693-7 [DOI] [PubMed] [Google Scholar]
  • 20.Postorino V, Sharp WG, McCracken CE, et al. A systematic review and meta-analysis of parent training for disruptive behavior in children with autism spectrum disorder. Clin Child Fam Psychol Rev. 2017;20(4): 391–402. 10.1007/s10567-017-0237-2 [DOI] [PubMed] [Google Scholar]
  • 21.Feldman MA, Werner SE. Collateral effects of behavioral parent training on families of children with developmental disabilities and behavior disorders. Behav Intervent. 2002;17(2): 75–83. 10.1002/bin.111 [DOI] [Google Scholar]
  • 22.Iadarola S, Levato L, Harrison B, et al. Teaching parents behavioral strategies for autism spectrum disorder (ASD): Effects on stress, strain, and competence. J Autism Dev Disord. 2019;48(4):1031–1040. 10.1007/s10803-017-3339-2 [DOI] [PubMed] [Google Scholar]
  • 23.Colalillo S, Johnston C. Parenting Cognition and Affective Outcomes Following Parent Management Training: A Systematic Review. Clinical Child and Family Psychology Review. 2016;19(3):216–235. doi: 10.1007/s10567-016-0208-z [DOI] [PubMed] [Google Scholar]
  • 24.Forehand R, Lafko N, Parent J, Burt KB. Is parenting the mediator of change in behavioral parent training for externalizing problems of youth? Clinical Psychology Review. 2014;34(8):608–619. doi: 10.1016/j.cpr.2014.10.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Haack LM, Villodas MT, Mcburnett K, Hinshaw S, Pfiffner LJ. Parenting Mediates Symptoms and Impairment in Children With ADHD-Inattentive Type. Journal of Clinical Child & Adolescent Psychology. 2014;45(2):155–166. doi: 10.1080/15374416.2014.958840 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Rimestad ML, O’Toole MS, Hougaard E. Mediators of Change in a Parent Training Program for Early ADHD Difficulties: The Role of Parental Strategies, Parental Self-Efficacy, and Therapeutic Alliance. Journal of Attention Disorders. March 2017:108705471773304. doi: 10.1177/1087054717733043. [DOI] [PubMed] [Google Scholar]
  • 27.de Bruin EI, Ferdinand RF, Meester S, de Nijs PF, Verheij F. High rates of psychiatric comorbidity in PDD-NOS. J Autism Dev Disord. 2007;37(5):877–886. 10.1007/s10803-006-0215-x [DOI] [PubMed] [Google Scholar]
  • 28.Leyfer OT, Folstein SE, Bacalman S, et al. Comorbid psychiatric disorders in children with autism: interview development and rates of disorders. J Autism Dev Disord. 2006;36(7):849–861. 10.1007/s10803-006-0123-0 [DOI] [PubMed] [Google Scholar]
  • 29.Simonoff E, Pickles A, Charman T, Chandler S, Loucas T, Baird G. (2008). Psychiatric disorders in children with autism spectrum disorders: prevalence, comorbidity, and associated factors in a population-derived sample. J Am Acad Child Adolesc Psychiatry, 47(8), 921–929. 10.1097/CHI.0b013e318179964f. [DOI] [PubMed] [Google Scholar]
  • 30.Wozniak J, Biederman J, Faraone SV, et al. Mania in children with pervasive developmental disorder revisited. J Am Acad Child Adolesc Psychiatry. 1997;36(11):1552–1559. doi: 10.1016/S0890-8567(09)66564-3. [DOI] [PubMed] [Google Scholar]
  • 31.Brookman-Frazee LI, Drahota A, Stadnick N. Training community mental health therapists to deliver a package of evidence-based practice strategies for school-age children with autism spectrum disorders: A pilot study. J Autism Dev Disord. 2012;42(8):1651–1661. doi: 10.1007/s10803-011-1406-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Brookman-Frazee L, Drahota A, Stadnick N, Palinkas LA. Therapist perspectives on community mental health services for children with autism spectrum disorders. Adm Policy Ment Health. 2012;39(5):365–373. 10.1007/s10488-011-0355-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Brookman-Frazee L, Taylor R, Garland AF. Characterizing community-based mental health services for children with autism spectrum disorders and disruptive behavior problems. J Autism Dev Disord. (2010);40: 1188–1201. https://doi.org/0.1007/s10803-010-0976-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Brookman-Frazee L, Baker-Ericzén M, Stadnick N, Taylor R. Parent perspectives on community mental health services for children with autism spectrum disorders. J Child Fam Stud. 2012:21(4),533–544. https://doi.org/0.1007/s10826-011-9506-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Brookman-Frazee L, Roesch S, Chlebowski C, Baker-Ericzen M, Ganger W. Effectiveness of training therapists to deliver An Individualized Mental Health Intervention for children with autism spectrum disorder in publicly-funded mental health services: A cluster randomized trial. JAMA Psychiatry. 2019. https://doi.org/jamapsychiatry.2019.0011t [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Ryeznik Y, Sverdlov O. A comparative study of restricted randomization procedures for multiarm trials with equal or unequal treatment allocation ratios. Stat Med. 2018;37(21):3056–77. doi: 10.1002/sim.7817. [DOI] [PubMed] [Google Scholar]
  • 37.Higham R, Tharmanathan P, Birks Y. Use and reporting of restricted randomization: A review. J Eval Clin Pract. 2015;21(6):1205–11. doi: 10.1111/jep.12408. [DOI] [PubMed] [Google Scholar]
  • 38.Lord C, Rutter M, DiLavore PC, et al. Autism Diagnostic Observation Schedule: ADOS-2. Los Angeles, CA: Western Psychological Services; 2012. [Google Scholar]
  • 39.Constantino JN, Gruber CP. Social Responsiveness Scale: Second Edition (SRS-2). Los Angeles, CA: Western Psychological Services; 2012. [Google Scholar]
  • 40.Wechsler D. Wechsler Abbreviated Scale of Intelligence (WASI-II). San Antonio, TX: Pearson; 2011. [Google Scholar]
  • 41.Elliott CD. Differential Ability Scales-II (DAS-II). San Antonio, TX: Pearson; 2007. [Google Scholar]
  • 42.Eyberg SM, Pincus D. Eyberg Child Behavior Inventory and Sutter-Eyberg Student Behavior Inventory-Revised: Professional Manual. Odessa, FL: Psychological Assessment Resources; 1999. [Google Scholar]
  • 43.Brannan AM, Heflinger CA, Bickman L. The caregiver strain questionnaire: Measuring the impact on the family of living with a child with serious emotional disturbance. J Emot Behav Disord. 1997;5(4):212–222. [Google Scholar]
  • 44.Johnston C, Mash EJ. A measure of parenting satisfaction and efficacy. J Clin Child Psychol.1989;18(2):167–175. [Google Scholar]
  • 45.Preacher KJ, Hayes AF. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008;40(3):879–891. doi: 10.3758/BRM.40.3.879 [DOI] [PubMed] [Google Scholar]
  • 46.Tofighi D, MacKinnon DP. RMediation: an R package for mediation analysis confidence intervals. Behav Res Methods. 2011;43:692–700. doi: 10.3758/s13428-011-0076-x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Muthén LK, Muthén BO. Mplus User’s Guide. 7th ed: Los Angeles, CA; 1998–2017. [Google Scholar]
  • 48.Enders CK. Applied missing data analysis. New York: Guilford Press, 2010. [Google Scholar]
  • 49.Hedeker D, Gibbons R, Waternaux C. Sample size estimation for longitudinal designs with attrition. J Educ Behav Stat 1999;24:70–93. [Google Scholar]

RESOURCES