Multimodal job interview simulator for training of autistic individuals

被引:8
作者
Adiani, Deeksha [1 ,6 ]
Breen, Michael [2 ]
Migovich, Miroslava [2 ]
Wade, Joshua [2 ]
Hunt, Spencer [2 ]
Tauseef, Mahrukh [3 ]
Khan, Nibraas [1 ]
Colopietro, Kelley [2 ]
Lanthier, Megan [4 ]
Swanson, Amy [4 ]
Vogus, Timothy J. J. [5 ]
Sarkar, Nilanjan [1 ,2 ,3 ]
机构
[1] Vanderbilt Univ, Comp Sci, Nashville, TN USA
[2] Vanderbilt Univ, Mech Engn, Nashville, TN USA
[3] Vanderbilt Univ, Elect & Comp Engn, Nashville, TN USA
[4] Vanderbilt Univ, Med Ctr, TRIAD, Nashville, TN USA
[5] Vanderbilt Univ, Owen Sch Management, Nashville, TN USA
[6] Vanderbilt Univ, Dept Comp Sci, Olin Hall 518, 2400 Highland Ave, Nashville, TN 37013 USA
基金
美国国家科学基金会;
关键词
autism; employment; job interview; multimodal data; virtual reality; EMPLOYMENT INTERVIEWS; ADULTS; TRANSITION; ANXIETY;
D O I
10.1080/10400435.2023.2188907
中图分类号
R49 [康复医学];
学科分类号
100215 ;
摘要
Autistic individuals face difficulties in finding and maintaining employment, and studies have shown that the job interview is often a significant barrier to obtaining employment. Prior computer-based job interview training interventions for autistic individuals have been associated with better interview outcomes. These previous interventions, however, do not leverage the use of multimodal data that could give insight into the emotional underpinnings of autistic individuals' challenges in job interviews. In this article, the authors present the design of a novel multimodal job interview training platform called CIRVR that simulates job interviews through spoken interaction and collects eye gaze, facial expressions, and physiological responses of the participants to understand their stress response and their affective state. Results from a feasibility study with 23 autistic participants who interacted with CIRVR are presented. In addition, qualitative feedback was gathered from stakeholders on visualizations of data on CIRVR's visualization tool called the Dashboard. The data gathered indicate the potential of CIRVR along with the Dashboard to be used in the creation of individualized job interview training of autistic individuals.
引用
收藏
页码:22 / 39
页数:18
相关论文
共 62 条
[1]   Career Interview Readiness in Virtual Reality (CIRVR): A Platform for Simulated Interview Training for Autistic Individuals and Their Employers [J].
Adiani, Deeksha ;
Itzkovitz, Aaron ;
Bian, Dayi ;
Katz, Harrison ;
Breen, Michael ;
Hunt, Spencer ;
Swanson, Amy ;
Vogus, Timothy J. ;
Wade, Joshua ;
Sarkar, Nilanjan .
ACM TRANSACTIONS ON ACCESSIBLE COMPUTING, 2022, 15 (01)
[2]  
[Anonymous], 2022, UN 3D 2019 3 COMP SO
[3]  
[Anonymous], 2022, SUNB CHART COMP SOFT
[4]  
[Anonymous], 2022, NIV COMP SOFTW
[5]  
[Anonymous], 2022, REACT BOOTSTR TABL C
[6]  
[Anonymous], 2022, MICR AZ COGN SERV CO
[7]  
[Anonymous], 2022, REACT CHAT EL COMP S
[8]  
[Anonymous], 2022, REACT JAVASCRIPT LIB
[9]  
[Anonymous], 2022, MICR AZ COSM DB COMP
[10]  
[Anonymous], 2000, Diagnostic and statistical manual of mental disorders: DSM-5, V4th