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Published on: July 31, 2017
Child-therapist interaction features impact Autism treatment response trajectories
Giulio Bertamini1, Silvia Perzolli2, Arianna Bentenuto2
1Laboratory of Observation, Diagnosis, and Education (ODFLab), Department of Psychology and Cognitive Science, University of Trento, 38068 Rovereto, Italy; Department of Child and Adolescent Psychiatry, Pitie-Salpetriere University Hospital, Sorbonne University, 75013 Paris, France; Data Science for Health (DSH), Bruno Kessler Foundation, 38123 Trento, Italy; Institute for Ingelligent Systems and Robotics (ISIR), Sorbonne University, 75005 Paris, France.
Background:
Identifying mechanisms of change in Autism treatment may help explain response variability and maximize efficacy. For this, the child-therapist interaction could have a key role as stressed by developmental models of intervention, but still remains under-investigated.
Aims:
The longitudinal study of treatment response trajectories considering both baseline and child-therapist interaction features by means of predictive modeling.
Methods And Procedures:
N = 25 preschool children were monitored for one year during Naturalistic Developmental Behavioral Intervention. N = 100 video-recorded sessions were annotated with an observational coding system at four time points, to extract quantitative interaction features.
Outcomes And Results:
Baseline and interaction variables were combined to predict response trajectories at one year, and achieved the best predictive performance. The baseline developmental gap, therapist's efficacy in child engagement, respecting children's timing after fast behavioral synchronization, and modulating the interplay to prevent child withdrawal emerged as key factors. Further, changes in interaction patterns in the early phase of the intervention were predictive of the overall response to treatment.
Conclusions And Implications:
Clinical implications are discussed, stressing the importance of promoting emotional self-regulation during intervention and the possible relevance of the first period of intervention for later response.
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