Jurnal Psikologi Universitas Gadjah Mada
Vol 47, No 3 (2020)

Development of Face Recognition Software to Differentiate Autism Spectrum Disorder from Typical Adolescents

Supra Wimbarti (Faculty of Psychology, Universitas Gadjah Mada)
Willy Kristianto Yappy (Universität des Saarlandes)



Article Info

Publish Date
23 Dec 2020

Abstract

The purpose of this research was two folds: (1) to establish the face recognition software; and (2) to differentiate the ability in face recognition between Autism Spectrum Disorder (ASD) from typical adolescents. The subjects were adolescents between 10-16 years old. The experimental group consisted of 31 adolescents with ASD, the control group consisted of 32 typical adolescents. Research was done using experimental method, with face recognition software. Data collected were the number of correct faces recognized and the time needed to recognize and touch the face. The hypothesis was adolescents with ASD have worse face recognition ability compared to typical adolescents. Result showed that there were differences between ASD group compared to normal group both in the number of correct face recognitions and the time needed to choose a face with a finger touch. A one-way MANOVA revealed a significant multivariate main effect for type of groups toward the number of correct answers and time needed to answer, Wilks’ λ = 0.739, F (2,60) = 10.610, p < 0.001. The univariate main effect were also examined, whereupon significant univariate main effect for type of groups were obtained for both the amount of correct answer, F (1,61) = 15.468 p < 0.001, and the amount of time needed to answer, F (1,61) = 21.360 p < 0.001.

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Journal Info

Abbrev

jpsi

Publisher

Subject

Education Public Health Social Sciences

Description

Jurnal Psikologi (jpsi) is an open-access journal, dedicated to the wide dissemination of novel and innovative empirical research in various aspects of psychology, with a particular interest – the development of psychology and behavioral sciences in the world. Jurnal Psikologi invites manuscripts ...