Background: The Secret Agent Society (SAS) Program, an intervention to enhance social–emotional skills, was provided by schools for children with autism spectrum disorder (ASD). The program was assessed to determine if it improved social skills at school and home, and whether improvements were maintained. Methods: Eighty-four students participated. Key outcomes were parent and teacher ratings of emotion regulation, social skills, and direct child social problem-solving measures. The standard school curriculum served as the control condition. Phase 1 was a two-group waitlist-control comparison of SAS versus the standard curriculum. Phase 2 was a follow up of all participants before and after the intervention and at 12-months post-intervention. Results: Parent and child measures improved after the intervention but not in the waitlist condition. Improvements in parent, child, and teacher measures were apparent at 12 months. Conclusions: The SAS Program warrants further research as a potential program for schools that serve children with ASD.
Keywords: Autism spectrum disorder; social skills training; school
As many as 1 in 68 children may have an autism spectrum disorder (ASD) according to the Centres for Disease Control and Prevention (Autism and Developmental Disabilities Monitoring Network Surveillance Year, [
Social deficits are usually apparent from the earliest years but often become more evident when children begin attending school, where problems in social interaction and understanding can have a profound impact on peer acceptance, academic achievement and mental health (Cappadocia, Weiss, & Pepler, [
While intervention programs designed for very young children with ASD have shown promise in addressing cognitive and behavioural deficits (Magiati, Tay, & Howlin, [
A significant limitation of most ASD-specific social skills intervention programs is the lack of evidence demonstrating that any gains observed in the trial situation generalise to social functioning in real life. For this reason, recent research has begun to focus on interventions that are conducted in school settings. These have included strategies to improve executive functions (Kenworthy et al., [
An earlier meta-analysis of single case, school-based social skills interventions (Bellini et al., [
Overall, there is only limited evidence for the effectiveness of treatments conducted in school-based settings for young people with autism (Locke et al., [
The present study is based on an evaluation of the "Secret Agent Society (SAS) Program" (Beaumont, [
Some of the ways in which SAS may have advantages compared with some other school-based social–emotional skills training programs for children include its fun and engaging game-based delivery format, the active involvement of parents and school staff and the provision of visual tools (e.g., skill code cards) to support skill generalisation to daily life. The hierarchical structure of the program is also unique – teaching emotion recognition and emotion regulation skills (which often contribute to social skill performance deficits in peer interactions) prior to step-by-step social interaction skills.
However, the original Beaumont and Sofronoff ([
The primary aims were to determine if the Secret Agent Society (SAS) program led to improvements in: (i) social skills at home and school; (ii) emotional regulation and awareness; and (iii) social problem-solving ability; and whether any improvements were sustained 12 months after the cessation of the weekly intervention program.
The present study was designed to evaluate the program within a broader age and intellectual ability range than in the original trial of Beaumont and Sofronoff ([
Ethics approval was granted by the University of Sydney Human Research Ethics Committee and the Aspect Research Approvals Committee.
Aspect (Autism Spectrum Australia) is the largest provider of autism-specific education in Australia. Aspect operates satellite classes on the grounds of Department of Education and Communities and Catholic Education Commission regular schools throughout the Australian state of New South Wales, Australia. Aspect classes are small (5–15 students per classroom) and have at least one teacher and one teacher's aide.
Participants were recruited from 15 ASD-specific specialist primary- and high-school satellite classes run by Aspect. Families were sent study information sheets and parent consent forms. Requirements for participation were attendance at an Aspect satellite class and a diagnosis of ASD confirmed by a student's enrolment with Aspect. For admission to Aspect classes students must have a recent (<12 months) clinically confirmed diagnosis of ASD (including ASD, autism, autistic disorder, Asperger's syndrome or pervasive developmental disorder – not otherwise specified) from a specialist medical practitioner or clinical psychologist. At the time of this study, students were required to meet the diagnostic criteria for autistic disorder, Asperger disorder or pervasive developmental disorder not otherwise specified as per the DSM-IV-TR (Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Text Revision; American Psychiatric Association, [
In total 84 children (75 male; 9 female) and their families were enrolled in the project. Children's mean age was 10.7 years (range 8.2–14.6); mean receptive language age equivalent was 9.6 years (range 4.8 –20.3) and mean full scale IQ was 91.3 (range 48–136). Most participants (73; 87%) had an IQ score ≥ 70; seven (8%) had an IQ score <70 and four (5%) had no IQ score available. The mean parent-reported score for current autism symptomatology, as measured by the Social Communication Questionnaire – Current form (SCQ; Rutter, Bailey, & Lord, [
Table 1. Participant characteristics by group in Phase 1 of the study.
TAU ITG Age 10.9 1.4 58 10.3 1.6 26 Performance IQ 94.1 19.2 57 99.8 19.4 24 Peabody standard score 93.7 16.8 58 94.3 14.6 25 SCQ current score 14.0 5.8 41 14.0 7.1 25 SES decile 6.2 3.1 55 7.0 2.6 26 Proportion female 0.14 0.35 58 0.0 0.20 26
Note: TAU: treatment as usual; ITG: Immediate Treatment Group.
The SAS Program is a multimedia social skills program for children with ASD (Beaumont & Sofronoff, [
Group session activities include discussion, role-playing, and skills practice using supplementary materials, such as posters, secret agent "gadgets", and a board game. Children are encouraged to complete weekly "home missions" that involve playing the SAS computer game and practicing learnt skills in everyday contexts. A Home-School Diary is used to monitor and reward children's skill use at home and at school.
Prior to program delivery, facilitators participated in a two-day training course. The SAS Program was delivered to groups of three to six students by one or two facilitators over a 10–13-week period. Facilitators received weekly phone supervision sessions with CI Beaumont throughout. The program consisted of 9 × 90 minute child sessions; 4 × 2 hour parent sessions; weekly teacher tip sheets provided to children's satellite class teachers; and child booster sessions and parent phone calls 3 and 6 months after the end of weekly sessions.
When treatment ceased, parents and teachers were provided with recommendations on how to continue to use the program strategies, including review of strategies and continued use of visual supports at home and school. After the end of SAS Program delivery, new teachers received a 2-hour training and information session at the start of the next school year to ensure all students had a classroom teacher familiar with SAS principles.
During the treatment-as-usual period participants (called here the Treatment –As –Usual [TAU] group) received the standard Aspect curriculum. Aspect provides specialist education to students with ASD via the Aspect Comprehensive Approach for Education (ACAE). The ACAE is based upon the core competencies of autism, including social, communication, sensory, learning, and behavioural needs, which are integrated into the NSW Board of Studies Curriculum (Keane, Aldridge, Costley, & Clark, [
The two-day SAS training was provided to teachers in four Aspect classes during their next scheduled available training days. These teachers then provided the SAS Program immediately to their students (Immediate Treatment Group (ITG); n = 26). The 58 students whose teachers were not yet trained in the SAS program continued to receive the standard Aspect curriculum forming a "treatment as usual" (TAU) control group. Participant characteristics for each group can be seen in Table 1.
The ITG was assessed immediately prior to commencing the program (pre-intervention) and immediately post-intervention, 20 weeks later (post-intervention). The TAU group was assessed at the time of their recruitment to the study (pre-wait) and then 23 weeks later (pre-intervention [see Phase 2 following]).
After the treatment-as-usual period, these students were given the SAS program, and then completed a post-intervention assessment. All participants later received a 12-month follow up. Table 2 shows average duration of times between observations.
Table 2. Duration of inter-measurement periods in weeks.
Wait period (TAU) 23.2 12.6 48 Pre-intervention-/post-intervention period (weeks) 20.1 5.2 68 12-month follow up 51.8 1.5 58
Note: TAU: treatment as usual.
Of the 84 students who completed initial assessments, 70 participated in the SAS Program. 10 participants, all in the TAU group, left their Aspect school prior to receiving the program; 4 withdrew from the study due to family commitments; 2 students withdrew from the study during the intervention assessment and 66 families participated in the 12-month followup assessment (2 students left their Aspect school and ceased study involvement during the follow-up period).
Child assessments took place at school. Cognitive and language assessments were administered by trained research assistants and a supervising psychologist. The social problem-solving measures were scored by a research psychologist blind to pre- or post-intervention status. Parent measures were completed by the child's primary caregiver. Where possible, the same parent completed the questionnaires at each assessment point. Teacher measures of social skills were completed by teacher aides, if available, and by the same respondent at each assessment point, where possible. This was done to provide an independent measure of children's social skills, given that some classroom teachers were also SAS Program facilitators.
Wechsler Abbreviated Scale of Intelligence (WASI; Wechsler, [
Peabody Picture Vocabulary Test, Fourth Edition (PPVT-4; Dunn & Dunn, [
Social Communication Questionnaire (SCQ; Rutter et al., [
Social Skills Questionnaire – Parent and Teacher forms (SSQ-P; SSQ-T; Spence, [
Emotion Regulation and Social Skills Questionnaire – Parent & Teacher forms. (ERSSQ- P; ERSSQ-T; Beaumont & Sofronoff, [
Since parents and teachers were involved with both intervention delivery and assessment completion, two further vignette-based tasks (described below) were included as independent measures of change in children's skills. Both have been used in previous evaluations of treatment outcome for children with ASD (e.g., Beaumont & Sofronoff, [
James and the Maths Test (Attwood, [
Dylan is Being Teased (Attwood, [
To check treatment fidelity, program facilitators completed checklists covering the content and processes for each child or parent session. The mean percentage of program activities completed by facilitators was 94% per child session (SD = 8.52, range = 50–100%) and 97% (SD = 4.66, range = 82–100%) per parent information session. A minimum of 27% of child sessions and 50% of parent information sessions for each group were randomly videotaped.
Videotaped sessions were coded by one of three independent raters to assess accuracy of self- reported checklist data. Two of the raters were trained to a 94% inter-rater agreement level with the first primary rater before independently coding session footage. The mean percentage agreement between the self-report session checklist and independently coded session footage data was 93% (SD = 6.31, range = 75–100%). Treatment fidelity was measured in the same way for both phases of the study.
Two analyses of repeated measures data are presented.
A random effects regression was used to model each of the six outcome measures (SSQ-P & T; ESSRQ-P& T; James and Dylan tasks) as functions of group membership (TAU, ITG), time (pre [pre-wait for TAU, pre-intervention for ITG], post [pre-intervention for TAU, post- intervention for ITG]), group by time interaction, age, gender, performance IQ, Peabody (PPVT-4) standard score and autism severity (SCQ Current) score. The interaction term is a measure of the difference between treatment groups in the pre to post trajectory of response.
The six outcomes (SSQ-P & T; ESSRQ-P& T; James and Dylan tasks) were modelled as functions of time (pre-wait, pre-intervention, post-intervention, and 12-month follow up), age, gender, performance IQ, Peabody (PPVT-4) standard score and autism severity (SCQ Current) score. In this analysis the post- vs. pre-intervention time coefficient measures the effect on outcome of the SAS Program and the 12-month follow up vs. pre time coefficient measures the improvement in outcome a year after the Program, compared with pre-intervention. For those in the original TAU group, the pre-wait vs. pre-intervention time coefficient measures the change in outcome during their "waitlist" period.
Table 3 summarises the outcome measures by treatment group before and after intervention (Phase 1 summaries). None of the differences between the TAU group and the ITG group were significant at pre-intervention.
Table 3. Summaries of total score outcomes by occasion and intervention group in Phase 1.
Parent measures of social skills SSQ-P ERSSQ-P TAU ITG TAU ITG Occasion Pre 34.1 9.9 37 30.9 8.9 24 51.0 13.0 37 46.1 10.4 25 Post 34.8 10.4 36 37.3 10.3 21 51.6 12.9 34 57.3 10.9 21
Table 3. Summaries of total score outcomes by occasion and intervention group in Phase 1.
Teacher measures of social skills SSQ-T ERSSQ-T TAU ITG TAU ITG Occasion Pre 38.6 12.7 56 36.6 9.6 22 50.0 12.9 53 51.4 11.1 23 Post 38.4 13.0 55 38.0 11.7 23 51.7 14.2 54 51.9 12.0 23
Table 3. Summaries of total score outcomes by occasion and intervention group in Phase 1.
Child measures of social problem solving James Dylan TAU ITG TAU ITG Occasion Pre 1.8 1.4 48 1.9 1.5 25 2.6 1.9 48 2 1.4 25 Post 1.6 1.1 55 2.8 1.7 23 2.5 1.3 55 3 1.6 23
Note: TAU: treatment as usual; ITG: Immediate Treatment Group.
Table 4 gives the results of the random effects regressions for Phase 1 of the study.
Table 4. Regression analysis of Phase 1 data – controlled study with two time points.
Parent measures Teacher measures Child measures SSQ-P ERSSQ-P SSQ-T ERSSQ-T James Dylan Post–Pre 0.75 −1.04 −0.14 −0.19 −0.32 −0.22 ITG–TAU −3.07 −4.36 −3.74 −2.12 0.16 −0.46 Interaction Pre/Post by TAU/ITG 5.80** 11.41** 3.40 2.51 1.36** 1.35** Age 0.71 1.31 0.48 0.44 0.10 0.06 Female 2.60 −0.50 5.96 1.12 0.61 0.88 Performance IQ −0.02 0.00 −0.14 −0.17 −0.01 −0.01 PPVT-IV standard score −0.02 −0.02 0.18 0.18 0.02 0.02 SCQ Current total score −1.07** −1.32** −0.37 −0.10 −0.06* −0.07 Intercept 45.67** 58.13** 34.98 47.83 0.37 2.24 Observations/participants 107/62 107/62 121/63 118/63 119/63 119/63
Notes: p-value: *<.01; ** <.001. Random effects regressions of parent, teacher, and child total score outcomes on occasion, intervention, occasion by intervention interaction, age at pre-intervention, gender, Performance IQ, Peabody (PPVT-IV) standard score and SCQ current score. A negative value for the regression coefficient means that ITG > TAU. TAU: treatment as usual; ITG: Immediate Treatment Group.
There are significant group (SAS/TAU) by time (pre/post) interactions for the parent SSQ and ERSSQ measures and for the child James and Dylan measures. The interaction coefficients may be interpreted as the excess Post–Pre difference in the SAS group compared with the TAU or the excess SAS–TAU difference at Post-intervention compared with Pre-intervention, after demographic, cognitive and autism severity measures are accounted for. There is evidence that the SAS intervention was associated with greater pre- to post-intervention gains in the parent and child measures than was TAU, though not in the school staff SSQ and ERSSQ measures.
There is also evidence of a negative association between both parent measures and SCQ current, and between the child James measure and SCQ current; better parent rated social skills and child knowledge of anger management strategies is associated with lesser autism symptom severity.
Table 5 summarises total score outcomes by occasions of measurement (pre-wait, pre- intervention, post-intervention, and 12-month follow up) on all outcome measures. Table 6 provides a summary of the random effects regression analyses for Phase 2 of the study (all participants over 4 time points).
Table 5. Summaries of total score outcomes by occasion of measurement after both phases.
Parent measures of social skills SSQ-P ERSSQ-P Occasion Pre-wait 34.1 9.9 37 51.0 13.0 37 Pre-intervention 33.2 10.0 60 49.3 12.1 59 Post-intervention 37.4 10.2 59 57.6 12.7 59 12-month follow up 40.8 10.7 39 58.9 13.5 39
Table 5. Summaries of total score outcomes by occasion of measurement after both phases.
Teacher measures of social skills SSQ-T ERSSQ-T Occasion Pre-wait 38.6 12.7 56 50.0 12.9 53 Pre-intervention 37.9 12.1 77 51.6 13.3 77 Post-intervention 39.9 12.9 68 55.1 15.3 68 12-month follow up 43.4 10.8 44 60.5 12.9 43
Table 5. Summaries of total score outcomes by occasion of measurement after both phases.
Child measures of social problem solving James Dylan Occasion Pre-wait 1.8 1.4 48 2.6 1.9 48 Pre-intervention 1.7 1.3 80 2.3 1.3 80 Post-intervention 2.8 1.6 68 3.6 1.7 68 12-month follow up 2.6 1.3 58 3.2 1.5 58
Table 6. Regression analysis of phase 2 data – single group follow up with four time points.
Parent measures Teacher measures Child measures SSQ-P ERSSQ-P SSQ-T ERSSQ-T James Dylan Occasion of measurement Pre-wait 0.29 0.94 0.55 0.79 0.24 0.27 (reference: pre-intervention) Post-intervention 4.92** 8.66** 1.23 2.69 1.22** 1.40** 12-month follow up 8.44** 10.46** 5.58** 9.39** 1.01** 0.95** Age at pre-intervention 0.64 1.25 1.00 .84 0.13 0.19 Gender (female) 4.20 1.15 6.88 1.56 0.29 0.77 Performance IQ −0.03 −0.01 −0.13 −0.15 0.00 −0.00 PPVT-IV standard score −0.00 −0.01 0.18 .18 0.01 0.01 SCQ Current total score −1.05** −1.26** −0.50 −.29 −0.06* −0.09** Intercept 43.97** 55.37 29.19 44.38* 0.04 0.73 Observations/participants 174/64 174/64 193/63 189/63 204/63 204/63
Notes: p-value: *<.01; **<.001. Random effects regressions of parent, teacher, and child total score outcomes on occasion of measurement, demographic attributes, performance IQ, Peabody (PPVT-IV) standard score and SCQ Current total score.
After controlling for demographic, cognitive, and autism severity characteristics of the child, parent-reported SSQ and ERSSQ total scores were found to be higher at post-intervention and at 12-month follow up than at pre-intervention. The corresponding school staff measures did not show a significant rise at post-intervention but did so at 12-month follow up. Like the parent measures, the child-based James and Dylan scores were significantly higher at both post-intervention and 12-month follow up than at pre-intervention.
These results are consistent with those of the Phase 1 two-group analysis at the post- intervention time point, in showing that there were significant gains evident in pre- to post-SAS scores on the parent and child measures, though not in the school staff measures. They further show that at 12-month follow up, the gains in parent and child measures were maintained, and that gains were now also evident in the school staff measures. In addition, this more powerful analysis indicates that the James and Dylan measures and the parent measures are negatively associated with the autism severity measure across all occasions. There is no evidence of change in any of the six measures during the TAU period.
The 14 significant coefficients relating to between group effect differences in Phase 1 (see Table 4) and to differences from pre-intervention in Phase 2 (see Table 6) have effect sizes ranging from.44 to.97, averaging.70, with a standard deviation of.15. According to Cohen (as cited in Dunst & Hamby, [
The principal aim of the present study was to determine whether delivering the SAS Program to young people with ASD within a school setting could lead to (i) enhanced social skills in both home and school settings; (ii) improvements in emotional regulation and awareness; and (iii) improvements in social problem-solving ability. Improvements sustained at 12-month follow up were also examined.
The results for the two phases are in agreement. No effect was observed without the SAS program, while an effect of the SAS program is evident in both the controlled, experimental analyses (Phase 1) and the uncontrolled quasi-experimental analyses (Phase 2). Furthermore, the follow-up evidence showed that parent- and child-measured post-intervention gains were maintained at 12-month follow up and that school-measured gains were also evident at this point.
The study found significant and positive changes on measures designed to assess social competence (see Tables 4 and 6) following participation in the SAS Program. These changes were not seen during the curriculum-as-usual period. Further, whereas data on the longer term effects of other interventions have often been very limited, this study showed that any gains found immediately post-intervention were maintained up to 12 months. Indeed there were small continued improvements for some parent and school staff ratings of social skills following the end of the program.
The inclusion of a relatively large sample of young people with a mixed age and IQ range also allowed exploration of associations between child characteristics and treatment outcome. No correlation between intervention response and variables such as age, gender, performance IQ, or receptive language skills was found. Moreover, although participants with higher autism symptomatology had lower scores on average, over all occasions, on measures of social skills than those with lower autism symptomatology scores, there was no evidence to indicate that children with more severe autism symptoms were less likely to respond to the program.
The finding of improvements in at least some of the parent and school staff ratings of social skills after the period of active program delivery is of interest. This may reflect the possibility that the techniques learned during the intervention period continued to be applied afterwards and produced further skill learning. As school is arguably a more socially challenging environment than home, it may be that students needed more practise consolidating their social–emotional skills before they could optimally apply them at school, leading to statistically significant intervention gains on school staff report measures. In this sense, the follow-up evaluation in this study is not the same as a typical test of maintenance of effect after an intervention is entirely stopped.
Despite the positive findings, the study has some limitations that raise questions about the conclusions that can be drawn. In particular, the classes were not randomised in Phase 1 due to the practical requirement to provide the intervention first to class teachers who had the next available training day. Therefore, is it justified to attribute improvements in social skills scores to participation in the program? For example, could the reported changes simply be a consequence of children's natural development over time? This is unlikely, given that there was no significant improvement among TAU participants during the wait list period of nearly 6 months. Nevertheless, maturation could account for at least some of the improvements reported in our uncontrolled Phase 2 analyses. Several outcome measures also depended on non-blinded teacher and parent reports raising the possibility that improvements could be due to a placebo effect. Hence, it is possible that positive expectations of the program among parents and school staff might have influenced their ratings on the two principal outcome measures, the SSQ and the ERSSQ. However, two other child-based measures (the James and Dylan tests) were scored by a researcher blind to the child's pre- or post-intervention status and changes on both these measures corresponded with the unblinded teacher and parent measures. Moreover, school staff measures were primarily completed by teachers' aides who were not directly involved with program delivery. Improvements on some measures also continued to be found during the post-program- follow-up period and there is no ready reason why a placebo effect would act in this way (Walach & Maidhof, [
The study sought to extend data on the efficacy of the SAS Program derived from previous trials by examining its effectiveness in a real-world setting, namely in a number of classes for young people with ASD. It is a considerable challenge to do this, given the constraints of a school curriculum and the many contingencies and unpredictable eventualities of school life. Nevertheless, measures of emotion regulation and social skills of young people with ASD showed sustained improvements up to 12 months following delivery of the SAS Program; these improvements were not seen following participation in the curriculum- as-usual arm of the trial. This suggests the SAS Program warrants further research as a potential adjunctive program for use in schools that serve young people with ASD.
The authors acknowledge the contributions of participating children, parents and Aspect school staff. R. Beaumont was affiliated with the School of Psychology, The University of Queensland, Brisbane, Australia at the time of the research. D. Costley was affiliated with Autism Spectrum Australia (Aspect), Sydney, Australia at the time of the research.
Dr Renae Beaumont is the author of the Secret Agent Society Program and receives royalties on all program materials sold.
By Stewart L. Einfeld; Renae Beaumont; Trevor Clark; Kristina S. Clarke; Debra Costley; Kylie M. Gray; Siân K. Horstead; M. Antoinette Redoblado Hodge; Jacqueline Roberts; Kate Sofronoff; John R. Taffe and Patricia Howlin
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