NCT03569176

Brief Summary

The purpose of this research is to study the effects of a novel artificial intelligence (AI) tool for automatic facial expression recognition that runs on Google Glass through an Android app to deliver social emotion cues to children with autism during social interactions. This novel device will use a camera, microphone, head motion tracker to analyze the behavior of the subject during interactions with other people. The system is designed to give participants non-interruptive social cues in real-time and will record social responses that can later be used to help aid behavioral therapy. It is hypothesized that the system's ability to provide continuous behavioral therapy during social interactions will enable faster gains in social skills.

Trial Health

100
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
74

participants targeted

Target at P50-P75 for not_applicable

Timeline
Completed

Started Nov 2016

Status
completed

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

Study Start

First participant enrolled

November 1, 2016

Completed
1.4 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

April 11, 2018

Completed
4 days until next milestone

Study Completion

Last participant's last visit for all outcomes

April 15, 2018

Completed
2 months until next milestone

First Submitted

Initial submission to the registry

June 14, 2018

Completed
12 days until next milestone

First Posted

Study publicly available on registry

June 26, 2018

Completed
6.2 years until next milestone

Results Posted

Study results publicly available

September 23, 2024

Completed
Last Updated

December 20, 2024

Status Verified

November 1, 2024

Enrollment Period

1.4 years

First QC Date

June 14, 2018

Results QC Date

May 14, 2019

Last Update Submit

November 6, 2024

Conditions

Keywords

mobile health, autism, ASD, mobile therapy, digital, wearable computing, technology

Outcome Measures

Primary Outcomes (3)

  • Change in Socialization Subscale Scores of the Vineland Adaptive Behavior Scales, 2nd Edition (VABS-II) From Baseline to Week 6.

    Vineland Adaptive Behavior Scales, 2nd edition (VABS-II) Socialization subscale will be conducted at the university by a trained research team member. Scores from the socialization domain of the VABS-II reflects one's functioning in social situations. The socialization subscale is 32 items, where raw scores are converted to IQ-type standard scores (mean: 100 sd: 15) for each domain and for the composite adaptive behavior score.The socialization subscale is 32 items, where raw scores are converted to IQ-type standard scores--v-scale scores (M=15, SD=3) where scores range from 1 to 24, and factor in age equivalents, growth scale values, and higher scores indicate better adaptive functioning.

    Baseline (week 0), Week 6

  • Change in Parent Rated Social Responsiveness Scale 2 (SRS-2) From Baseline to Week 6

    The SRS-2 is a 65-item measure where parents rate their child selecting responses on a Likert Scale. This measure will be used to measure and identify social impairment associated with Autism Spectrum Disorder (ASD) and to quantify its severity. Social Responsiveness Scale (SRS) raw scores measure social abilities with lower scores indicating better social skills. (Raw Score Range: 0 - 195 and T-Score Range: 37- above 90).

    Baseline (week 0), Week 6

  • Change in Emotion Guessing Game (EGG) Scores From Baseline to Week 6

    The Emotion Guessing Game is a novel test created for purposes of this study to evaluate the child's ability to correctly label emotions expressed by an examiner in real time. EGG is a pre-set list of 8 emotions, listed 5 times each (Happy, Sad, Angry, Afraid, Surprised, Calm, Disgust, and "Meh"/contempt). During the quick 40-question evaluation, the research coordinator first lists the various emotion choices to the child before beginning the evaluation. Then, the examiner acts out each emotion listed, in order, and waits for a guess from the child, who labels the emotion. The EGG is scored by summing the number of correct responses from the child, higher scores indicated better emotion recognition, where scores can range from 0 to 40.

    Baseline (week 0), Week 6

Secondary Outcomes (4)

  • Change in ASD Symptoms as Measured by Brief Observation of Social Communication Change (BOSCC) From Baseline to Week 6

    Baseline (week 0), week 6

  • Change in Adaptive Social and Personal Skills as Measured by Vineland Adaptive Behavior Scales, 2nd Edition (VABS-II) Full Scale From Baseline to Week 6.

    Baseline (week 0), week 6

  • Change in Child's Emotional, Behavioral, and Social Problems From Baseline (Week 0) to Week 6 as Measured by Child Behavior Checklist (CBCL) Total Score.

    Baseline (week 0), Week 6

  • Change in NEPSY-II, Affect Recognition Subscale Scores From Baseline to Week 6

    Baseline (week 0), Week 6 Baseline (week 0), Week 6 Baseline (week 0), Week 6 Baseline (week 0), week 6

Study Arms (2)

Autism Glass Intervention

EXPERIMENTAL

Participants in the experimental group will receive the autism glass for 6 weeks once they are assigned to the experimental condition. Participants will be asked to use the glasses at least 3 times a week for 20 minutes sessions in addition to continuing Applied Behavior Analysis (ABA) therapy.

Device: Autism Glass

Crossover Control for Autism Glass

OTHER

Participants randomized to the control arm, will continue treatment as usual (receiving ABA twice a week) while the intervention participants will receive the Autism Glass intervention (while continuing to receive ABA therapy). After 6 weeks, control participants will receive the Autism Glass intervention after which, they will be asked to come in for a second round of follow-up testing following 6 weeks of use (at week 18).

Device: Autism Glass

Interventions

The intervention uses the outward-facing camera on the google glasses to read facial expressions and provides social cues within the child's natural environment during usual social interaction and during games accessed via the smartphone application. Participants who receive the Google Glass intervention will be asked to use it for around 20 minutes 3 times a week with their parents or during ABA therapy.

Autism Glass InterventionCrossover Control for Autism Glass

Eligibility Criteria

Age6 Years - 12 Years
Sexall
Healthy VolunteersNo
Age GroupsChild (0-17)

You may qualify if:

  • the child has been diagnosed professionally with ASD
  • the child is currently receiving ABA therapy at least twice per week at home.
  • The child's family is willing to drive to Stanford University for up to 4 study appointments.

You may not qualify if:

  • The child scores less than 15 on the Social Communication Questionnaire
  • The child's family does not speak English

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Related Publications (1)

  • Voss C, Schwartz J, Daniels J, Kline A, Haber N, Washington P, Tariq Q, Robinson TN, Desai M, Phillips JM, Feinstein C, Winograd T, Wall DP. Effect of Wearable Digital Intervention for Improving Socialization in Children With Autism Spectrum Disorder: A Randomized Clinical Trial. JAMA Pediatr. 2019 May 1;173(5):446-454. doi: 10.1001/jamapediatrics.2019.0285.

MeSH Terms

Conditions

Autism Spectrum DisorderAutistic Disorder

Condition Hierarchy (Ancestors)

Child Development Disorders, PervasiveNeurodevelopmental DisordersMental Disorders

Results Point of Contact

Title
Dr. Dennis P. Wall
Organization
Stanford University

Study Officials

  • Dennis P Wall, PhD

    Associate Professor

    PRINCIPAL INVESTIGATOR

Publication Agreements

PI is Sponsor Employee
Yes

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
DOUBLE
Who Masked
INVESTIGATOR, OUTCOMES ASSESSOR
Purpose
TREATMENT
Intervention Model
CROSSOVER
Sponsor Type
OTHER
Responsible Party
SPONSOR INVESTIGATOR
PI Title
Associate Professor

Study Record Dates

First Submitted

June 14, 2018

First Posted

June 26, 2018

Study Start

November 1, 2016

Primary Completion

April 11, 2018

Study Completion

April 15, 2018

Last Updated

December 20, 2024

Results First Posted

September 23, 2024

Record last verified: 2024-11