Skip to main content
Log in

Virtual Interview Training Among BIPOC Autistic Transition-Age Youth: A Secondary Analysis of an Initial Effectiveness RCT

  • Original Paper
  • Published:
Journal of Autism and Developmental Disorders Aims and scope Submit manuscript

Abstract

Black, Indigenous, and Persons of Color (BIPOC) autistic transition-aged youth (TAY) report lower rates of competitive employment compared to White autistic TAY and even greater deficits with social skills associated with positive job interviewing. A virtual job interviewing program was adapted to support and improve the job interviewing skills of autistic TAY. The current study evaluates the effectiveness of an efficacious virtual interview training program on the job interview skills, interview anxiety, and likeliness to be hired, for a subsample of 32 BIPOC autistic TAY, ages 17–26 years old from a previous randomized control trial of the program. Bivariate analyses were used to evaluate between-group differences at pre-test related to background characteristics, and whether Virtual Interview Training for Transition-Age Youth (VIT-TAY) was associated with changes between pre-test and post-test measures of job interview skills. Additionally, a Firth logistic regression was conducted to examine the relationship between VIT-TAY and competitive integrative employment at 6 months, covarying for fluid cognition, having ever had a job interview, and baseline employment status. Participants receiving pre-employment services (Pre-ETS) and virtual interview training had better job interview skills (F = 12.7, \(\uprho\) < .01; \({\upeta }_{\uprho }^{2}\) = .32), lower job interview anxiety (F = .3.96, \(\uprho\) < .05; \({\upeta }_{\uprho }^{2}\) = .12), and a higher likeliness of receiving employment (F = 4.34, \(\uprho\) < .05; \({\upeta }_{\uprho }^{2}\) = .13 at the 6-month follow up compared to participants that only had Pre-ETS. Findings from this study suggest that virtual interview training for TAY is effective for BIPOC autistic TAY in improving their interview skills to gain competitive employment and lower their job interview anxiety.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
€32.70 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (Finland)

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Achenbach, T. M. (1997). Manual for young adult self-report and young adult behavior checklist. Department of Psychiatry, University of Vermont.

    Google Scholar 

  • Achenbach, T. M., & Rescorla, L. A. (2001). Manual for the ASEBA school-age forms and profiles. University of Vermont.

    Google Scholar 

  • Akshoomoff, N., Beaumont, J. L., Bauer, P. J., Dikmen, S. S., Gershon, R. C., Mungas, D., Slotkin, J., Tulsky, D., Weintraub, S., Zelazo, P. D., & Heaton, R. K. (2013). VIII. NIH Toolbox Cognition Battery (CB): Composite scores of crystallized, fluid, and overall cognition. Monographs of the Society for Research in Child Development, 78(4), 119–132. https://doi.org/10.1111/mono.12038

    Article  PubMed  PubMed Central  Google Scholar 

  • Allan, B. A., Rolniak, J. R., & Bouchard, L. (2020). Underemployment and well-being: Exploring the dark side of meaningful work. Journal of Career Development, 47(1), 111–125. https://doi.org/10.1177/0894845318819861

    Article  Google Scholar 

  • Angell, A. M., Frank, G., & Solomon, O. (2016). Latino families’ experiences with autism services: Disparities, capabilities, and occupational justice. OTJR: Occupation, Participation and Health, 36(4), 195–203. https://doi.org/10.1177/1539449216666062

    Article  PubMed  Google Scholar 

  • Angold, A., Costello, E. J., Messer, S. C., & Pickles, A. (1995). Development of a short questionnaire for use in epidemiological studies of depression in children and adolescents. International Journal of Methods in Psychiatric Research, 5(4), 237–249.

    Google Scholar 

  • Baer, R. M., Daviso, A., Queen, R. M., & Flexer, R. W. (2011). Disproportionality in transition services: A descriptive study. Education and Training in Autism and Developmental Disabilities, 46(2), 172–185.

    Google Scholar 

  • Brooke, J. (1996). System Usability Scale (SUS): A “quick and dirty” usability scale. In P. W. Jordan, B. A. Thomas, & A. L. Weerdmeester (Eds.), Usability evaluation in industry (pp. 189–194). Taylor and Francis.

    Google Scholar 

  • Burke, S. L., Li, T., Grudzien, A., & Garcia, S. (2021). Brief report: Improving employment interview self-efficacy among adults with autism and other developmental disabilities using virtual interactive training agents (ViTA). Journal of Autism and Developmental Disorders, 51(2), 741–748. https://doi.org/10.1007/s10803-020-04571-8

    Article  PubMed  Google Scholar 

  • Burkett, K., Morris, E., Manning-Courtney, P., Anthony, J., & Shambley-Ebron, D. (2015). African American families in autism diagnosis and treatment: The influence of culture. Journal of Autism and Developmental Disorders, 45(10), 3244–3254. https://doi.org/10.1007/s10803-015-2482-x

    Article  PubMed  Google Scholar 

  • Chen, J. L., Leader, G., Sung, C., & Leahy, M. (2014). Trends in employment for individuals with autism spectrum disorder: A review of the research literature. Review Journal of Autism and Developmental Disorders, 2(2), 115–127. https://doi.org/10.1007/S40489-014-0041-6

    Article  Google Scholar 

  • Constantino, J. N., & Gruber, C. P. (2012). Social responsiveness scale (2nd ed.). Western Psychological Services.

    Google Scholar 

  • Deckers, A., Muris, P., & Roelofs, J. (2020). Screening for autism spectrum disorder with the Achenbach system of empirically based assessment scales. Journal of Psychopathology and Behavioral Assessment, 42(1), 25–37. https://doi.org/10.1007/s10862-019-09748-9

    Article  Google Scholar 

  • Eilenberg, J. S., Paff, M., Harrison, A. J., & Long, K. A. (2019). Disparities based on race, ethnicity, and socioeconomic status over the transition to adulthood among adolescents and young adults on the autism spectrum: A systematic review. Current Psychiatry Reports, 21(5), 1–16. https://doi.org/10.1007/s11920-019-1016-1

    Article  Google Scholar 

  • Elliott, S. N. (2017). The social validity of “acceptability of behavioral interventions used in classrooms”: Inferences from longitudinal evidence. Behavioral Disorders, 43(1), 269–273. https://doi.org/10.1177/0198742917739021

    Article  Google Scholar 

  • Ferrer, E., O’Hare, E. D., & Bunge, S. A. (2009). Fluid reasoning and the developing brain. Frontiers in Neuroscience, 3(1), 46–51. https://doi.org/10.3389/neuro.01.003.2009

    Article  PubMed  PubMed Central  Google Scholar 

  • Firth, D. (1993). Bias reduction of maximum likelihood estimates. Biometrika, 80(1), 27–38. https://doi.org/10.1093/biomet/80.1.27

    Article  Google Scholar 

  • Genova, H. M., Kallen, M. A., Sherwood, K., Dawalt, L., Bishop, L., Telfer, D., Brown, C., Sanchez, B., & Smith, M. J. (2023). Development and psychometric properties of self-reported job interview skills and job interview anxiety for autistic transition-age youth. Journal of Vocational Rehabilitation. https://doi.org/10.3233/JVR-230009

    Article  PubMed  PubMed Central  Google Scholar 

  • Griffin, M. M., Taylor, J. L., Urbano, R. C., & Hodapp, R. M. (2014). Involvement in transition planning meetings among high school students with autism spectrum disorders. The Journal of Special Education, 47(4), 256–264.

    Article  Google Scholar 

  • Hayward, S. M., McVilly, K. R., & Stokes, M. A. (2019). Autism and employment: What works. Research in Autism Spectrum Disorders, 60, 48–58. https://doi.org/10.1016/J.RASD.2019.01.006

    Article  Google Scholar 

  • Huffcutt, A. I. (2011). An empirical review of the employment interview construct literature. International Journal of Selection and Assessment, 19(1), 62–81. https://doi.org/10.1111/j.1468-2389.2010.00535.x

    Article  Google Scholar 

  • Individuals with Disabilities Education Act, 20 U.S.C. § 1400, Pub. L. No. PL 101-476. (2004)

  • Jones, D. R., Dallman, A., Harrop, C., Whitten, A., Pritchett, J., Lecavalier, L., & Boyd, B. A. (2022). Evaluating the feasibility of the NIH toolbox cognition battery for autistic children and adolescents. Journal of Autism and Developmental Disorders, 52(2), 689–699. https://doi.org/10.1007/s10803-021-04965-2

    Article  PubMed  Google Scholar 

  • Jones, D. R., Nicolaidis, C., Ellwood, L. J., Garcia, A., Johnson, K. R., Lopez, K., & Waisman, T. (2020). An expert discussion on structural racism in autism research and practice. Autism in Adulthood, 2(4), 273–281. https://doi.org/10.1089/AUT.2020.29015.DRJ

    Article  PubMed  PubMed Central  Google Scholar 

  • Kaiser, K., Villalobos, M. E., Locke, J., Iruka, I. U., Proctor, C., & Boyd, B. (2022). A culturally grounded autism parent training program with Black parents. Autism, 26(3), 716–726. https://doi.org/10.1177/13623613211073373

    Article  PubMed  Google Scholar 

  • Kim, S. Y., Crowley, S., & Lee, Y. (2021). A scoping review of technology-based vocational interventions for individuals with autism. Career Development and Transition for Exceptional Individuals, 45(1), 44–56. https://doi.org/10.1177/21651434211041608

    Article  Google Scholar 

  • Lorenz, T., Frischling, C., Cuadros, R., & Heinitz, K. (2016). Autism and overcoming job barriers: Comparing job-related barriers and possible solutions in and outside of autism-specific employment. PLoS ONE, 11(1), e0147040. https://doi.org/10.1371/JOURNAL.PONE.0147040

    Article  PubMed  PubMed Central  Google Scholar 

  • Maenner, M. J., Shaw, K. A., Baio, J., Washington, A., Patrick, M., DiRienzo, M., Christensen, D. L., Wiggins, L. D., Pettygrove, S., Andrews, J. G., Lopez, M., Hudson, A., Baroud, T., Schwenk, Y., White, T., Rosenberg, C. R., Lee, L. C., Harrington, R. A., Huston, M., … Dietz, P. M. (2020). Prevalence of autism spectrum disorder among children aged 8 years—Autism and developmental disabilities monitoring network, 11 sites, United States, 2016. MMWR. Surveillance Summaries, 69(4), 1–12. https://doi.org/10.15585/MMWR.SS6904A1

  • Malone, K. M., Pearson, J. N., Palazzo, K. N., Manns, L. D., Rivera, A. Q., & Martin, D. L. M. (2022). The scholarly neglect of Black autistic adults in autism research. Autism in Adulthood: Challenges and Management, 4(4), 271–280. https://doi.org/10.1089/AUT.2021.0086

    Article  PubMed  Google Scholar 

  • McCroskey, J. C. (1970). Measures of communication-bound anxiety. Speech Monographs, 37, 269–277. https://doi.org/10.1080/03637757009375677

    Article  Google Scholar 

  • Parmenter, T. R. (2011). Promoting training and employment opportunities for people with intellectual disabilities: International experience. Cornell University. https://ecommons.cornell.edu/handle/1813/76807

  • Rai, D., Culpin, I., Heuvelman, H., Magnusson, C. M. K., Carpenter, P., Jones, H. J., Emond, A. M., Zammit, S., Golding, J., & Pearson, R. M. (2018). Association of autistic traits with depression from childhood to age 18 years. JAMA Psychiatry, 75(8), 835–843. https://doi.org/10.1001/jamapsychiatry.2018.1323

    Article  PubMed  PubMed Central  Google Scholar 

  • Reimers, T. M., & Wacker, D. P. (1988). Parents’ ratings of the acceptability of behavioral treatment recommendations made in an outpatient clinic: A preliminary analysis of the influence of treatment effectiveness. Behavioral Disorders, 14(1), 7–15. https://doi.org/10.1177/019874298801400104

    Article  Google Scholar 

  • Roux, A. M., Rast, J. E., & Shattuck, P. T. (2020). State-level variation in vocational rehabilitation service use and related outcomes among transition-age youth on the autism spectrum. Journal of Autism and Developmental Disorders, 50(7), 2449–2461. https://doi.org/10.1007/s10803-018-3793-5

    Article  PubMed  Google Scholar 

  • Roux, A. M., Shattuck, P. T., Cooper, B. P., Anderson, K. A., Wagner, M., & Narendorf, S. C. (2013). Postsecondary employment experiences among young adults with an autism spectrum disorder. Journal of the American Academy of Child & Adolescent Psychiatry, 52(9), 931–939. https://doi.org/10.1016/J.JAAC.2013.05.019

    Article  Google Scholar 

  • Shaia, W. E., Nichols, H. M., Dababnah, S., Campion, K., & Garbarino, N. (2020). Brief report: Participation of Black and African-American families in autism research. Journal of Autism and Developmental Disorders, 50(5), 1841–1846. https://doi.org/10.1007/s10803-019-03926-0

    Article  PubMed  Google Scholar 

  • Shattuck, P. T., Rast, J. E., Roux, A. M., Anderson, K. A., Benevides, T., Garfield, T., Hassrick, M. E., Kuo, A., McGhee Hassrick, E., & Kuo, A. (2018). National autism indicators report: High school students on the autism spectrum. Drexel University. https://drexel.edu/autismoutcomes/publications-and-reports/publications/National-Autism-Indicators-Report-High-School-Students-on-the-Autism-Spectrum/

  • Smith, M. J., Ginger, E. J., Wright, K., Wright, M. A., Taylor, J. L., Humm, L. B., Olsen, D. E., Bell, M. D., & Fleming, M. F. (2014). Virtual reality job interview training in adults with autism spectrum disorder. Journal of Autism and Developmental Disorders, 44(10), 2450–2463. https://doi.org/10.1007/s10803-014-2113-y

    Article  PubMed  PubMed Central  Google Scholar 

  • Smith, M. J., Mitchell, J. A., Blajeski, S., Parham, B., Harrington, M. M., Ross, B., Sinco, B., Brydon, D. M., Johnson, J. E., Cuddeback, G. S., Smith, J. D., Jordan, N., Bell, M. D., McGeorge, R., Kaminski, K., Suganuma, A., & Kubiak, S. P. (2020c). Enhancing vocational training in corrections: A type 1 hybrid randomized controlled trial protocol for evaluating virtual reality job interview training among returning citizens preparing for community re-entry. Contemporary Clinical Trials Communications, 19, 100604. https://doi.org/10.1016/J.CONCTC.2020.100604

    Article  PubMed  PubMed Central  Google Scholar 

  • Smith, M. J., Pinto, R. M., Dawalt, L., Smith, J. D., Sherwood, K., Miles, R., Taylor, J., Hume, K., Dawkins, T., & Baker-Ericzén, M. (2020a). Using community-engaged methods to adapt virtual reality job-interview training for transition-age youth on the autism spectrum. Research in Autism Spectrum Disorders, 71, 101498.

    Article  PubMed  Google Scholar 

  • Smith, M. J., Sherwood, K., Ross, B., Smith, J. D., DaWalt, L., Bishop, L., Humm, L., Elkins, J., & Steacy, C. (2021). Virtual interview training for autistic transition age youth: A randomized controlled feasibility and effectiveness trial. Autism. https://doi.org/10.1177/1362361321989928

    Article  PubMed  PubMed Central  Google Scholar 

  • Smith, M. J., Smith, J. D., Fleming, M. F., Jordan, N., Oulvey, E. A., Bell, M. D., Mueser, K. T., McGurk, S. R., Spencer, E.-S., Mailey, K., & Razzano, L. A. (2019). Enhancing individual placement and support (IPS)—Supported employment: A Type 1 hybrid design randomized controlled trial to evaluate virtual reality job interview training among adults with severe mental illness. Contemporary Clinical Trials, 77, 86–97. https://doi.org/10.1016/j.cct.2018.12.008

    Article  PubMed  Google Scholar 

  • Smith, M. J., Smith, J. D., Jordan, N., Sherwood, K., McRobert, E., Ross, B., Oulvey, E. A., & Atkins, M. S. (2020b). Virtual reality job interview training in transition services: Results of a single-arm, noncontrolled effectiveness-implementation hybrid trial. Journal of Special Education Technology, 36(1), 3–17. https://doi.org/10.1177/0162643420960093

    Article  PubMed  PubMed Central  Google Scholar 

  • Solomon, M., Gordon, A., Iosif, A.-M., Geddert, R., Krug, M. K., Mundy, P., & Hessl, D. (2021). Using the NIH toolbox to assess cognition in adolescents and young adults with autism spectrum disorders. Autism Research, 14(3), 500–511. https://doi.org/10.1002/aur.2399

    Article  PubMed  Google Scholar 

  • Stahmer, A. C., Vejnoska, S., Iadarola, S., Straiton, D., Segovia, F. R., Luelmo, P., Morgan, E. H., Lee, H. S., Javed, A., Bronstein, B., Hochheimer, S., Cho, E. M., Aranbarri, A., Mandell, D., Hassrick, E. M. G., Smith, T., & Kasari, C. (2019). Caregiver voices: Cross-cultural input on improving access to autism services. Journal of Racial and Ethnic Health Disparities, 6(4), 752. https://doi.org/10.1007/S40615-019-00575-Y

    Article  PubMed  PubMed Central  Google Scholar 

  • Wehman, P., Chan, F., Ditchman, N., & Kang, H. J. (2014). Effect of supported employment on vocational rehabilitation outcomes of transition-age youth with intellectual and developmental disabilities: A case control study. Intellectual and Developmental Disabilities, 52(4), 296–310. https://doi.org/10.1352/1934-9556-52.4.296

    Article  PubMed  Google Scholar 

  • Wehman, P., Schall, C., McDonough, J., Sima, A., Brooke, A., Ham, W., Whittenburg, H., Brooke, V., Avellone, L., & Riehle, E. (2020). Competitive employment for transition-aged youth with significant impact from autism: A multi-site randomized clinical trial. Journal of Autism and Developmental Disorders, 50(6), 1882–1897. https://doi.org/10.1007/s10803-019-03940-2

    Article  PubMed  Google Scholar 

  • Weintraub, S., Dikmen, S. S., Heaton, R. K., Tulsky, D. S., Zelazo, P. D., Bauer, P. J., Carlozzi, N. E., Slotkin, J., Blitz, D., Wallner-Allen, K., Fox, N. A., Beaumont, J. L., Mungas, D., Nowinski, C. J., Richler, J., Deocampo, J. A., Anderson, J. E., Manly, J. J., Borosh, B., & Gershon, R. C. (2013). Cognition assessment using the NIH toolbox. Neurology, 80(11, Suppl. 3), S54–S64. https://doi.org/10.1212/WNL.0b013e3182872ded

    Article  PubMed  PubMed Central  Google Scholar 

  • West, E. A., Travers, J. C., Kemper, T. D., Liberty, L. M., Cote, D. L., McCollow, M. M., & Stansberry Brusnahan, L. L. (2016). Racial and ethnic diversity of participants in research supporting evidence-based practices for learners with autism spectrum disorder. The Journal of Special Education, 50(3), 151–163. https://doi.org/10.1177/0022466916632495

    Article  Google Scholar 

  • West, M. D., Wehman, P. B., & Wehman, P. (2005). Competitive employment outcomes for persons with intellectual and developmental disabilities: The national impact of the best buddies jobs program. Journal of Vocational Rehabilitation, 23(1), 51–63.

    Google Scholar 

  • Wilkins, R. (2007). The consequences of underemployment for the underemployed. Journal of Industrial Relations, 49(2), 247–275. https://doi.org/10.1177/0022185607074921

    Article  Google Scholar 

  • Wilkinson, G. S., & Robertson, G. J. (2017). Wide range achievement test (WRAT-5) (5th ed.). Psychological Corporation.

    Google Scholar 

  • Yingling, M. E., & Bell, B. A. (2019). Racial-ethnic and neighborhood inequities in age of treatment receipt among a national sample of children with autism spectrum disorder. Autism, 23(4), 963–970. https://doi.org/10.1177/1362361318791816

    Article  PubMed  Google Scholar 

  • Zuckerman, K. E., Sinche, B., Mejia, A., Cobian, M., Becker, T., & Nicolaidis, C. (2014). Latino parents’ perspectives on barriers to autism diagnosis. Academic Pediatrics, 14(3), 301–308. https://doi.org/10.1016/J.ACAP.2013.12.004

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgments

We would like to acknowledge that this study was supported by a grant to Dr. Matthew J. Smith from the National Institute of Mental Health (R34 MH111531). We would like to acknowledge our participants for their time completing the study and our school partners for allowing us onsite to work with their students and teachers, including the following: Ann Arbor Academy, Plainfield, MI; Autism Model School, Toledo, OH; Lincoln Park High School, Lincoln Park, MI; South Field High School, South Field, MI; Troy High School, Troy, MI. 

Funding

This study was supported by the National Institute of Mental Health and Neurosciences (Grant No. R34 MH111531).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ed-Dee G. Williams.

Ethics declarations

Conflict of interest

The University of Michigan will receive royalties from SIMmersion LLC on the sales of the virtual interview training tool that was the focus of the parent randomized controlled trial. These royalties will be shared with Dr. Matthew Smith and the University Of Michigan School Of Social Work. Dr. Smith adhered to the University of Michigan’s Conflict Management Plan that was reviewed and approved by a University of Michigan Conflict of Interest Committee. No other authors have a conflict of interest. Both authors equally contributed to the development, analysis, and completion of this study. 

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Williams, ED.G., Smith, M.J. Virtual Interview Training Among BIPOC Autistic Transition-Age Youth: A Secondary Analysis of an Initial Effectiveness RCT. J Autism Dev Disord 54, 2789–2801 (2024). https://doi.org/10.1007/s10803-023-06022-6

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10803-023-06022-6

Keywords

Navigation