Virtual Reality Technology as an Educational and Intervention Tool for Autism Spectrum Disorder: Current Perspectives and Future Directions
Open accessPreprint — published as 10.3390/bs12050138
Abstract
Virtual reality (VR) technology gains theoretical support from rehabilitation and pedagogical theories and offers a variety of capabilities in educational and interventional contexts with affordable products. VR is attracting increasing attention in the medical and healthcare industry as it provides fully interactive three-dimensional simulations of real-world settings and social situations, which are particularly suitable for cognitive and performance training including social and interaction skills. The worldwide rising trend in the prevalence of autism spectrum disorder calls for innovative and efficacious techniques for assessment and treatment. The article offers a summary of current perspectives and evidence-based applications of VR technology as an educational and intervention tool for individuals with autism spectrum disorder, with a primary focus on social communication including social functioning, emotion recognition, and speech and language. Technology- and design-related limitations as well as the disputes over the application of virtual reality to autism research and therapy are discussed and future directions of this emerging field are highlighted with regards to application expansion and improvement, technology enhancement, and the development of brain-based research and theoretical models.
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Zhang et al. [66] in their recent research have supported this idea, presenting how students with autism can develop and practise their social and problem-solving skills through simulations of real-world scenarios that VR technologies are offering.
“Zhang et al. [66] in their recent research have supported this idea, presenting how students with autism can develop and practise their social and problem-solving skills through simulations of real-world scenarios that VR technologies are offering.”
From Impact of Artificial Intelligence and Virtual Reality on Educational Inclusion: A Systematic Review of Technologies Supporting Students with Disabilities (2024) · cites this paper as [66]
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2 retracted
RETRACTED: Rates of comorbid symptoms in children with ASD, ADHD, and comorbid ASD and ADHD
Jang, J., Matson, J. L., Williams, L. W., Tureck, K., Goldin, R. L., & Cervantes, P. E. (2013) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2013.04.021 · Cited by 158 · see citing works
RetractedFrolli, A., Savarese, G., Carmine, F. D., Bosco, A., Saviano, E., Rega, A., Carotenuto, M., & Ricci, M. C. (2022) · Children · doi:10.3390/children9020181 · Cited by 131 · see citing works
RetractedDiagnostic and Statistical Manual of Mental Disorders
American Psychiatric Association (2013) · doi:10.1176/appi.books.9780890425596 · Cited by 116,369 · see citing works
Baio, J., Wiggins, L., Christensen, D. L., Maenner, M. J., Daniels, J., Warren, Z., Kurzius-Spencer, M., Zahorodny, W., Robinson, C., Rosenberg, et al. (2018) · MMWR. Surveillance Summaries · doi:10.15585/mmwr.ss6706a1 · Cited by 6,078 · see citing works
Behavioral treatment and normal educational and intellectual functioning in young autistic children.
Lövaas, O. I. (1987) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.55.1.3 · Cited by 3,286 · see citing works
Surround-screen projection-based virtual reality
Cruz‐Neira, C., Sandin, D. J., & DeFanti, T. A. (1993) · ACM SIGGRAPH Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH) · doi:10.1145/166117.166134 · Cited by 2,331 · see citing works
Education and Training in Mental Retardation and Developmental Disabilities
Jones, P. R., & Wheatley, J. K. (2008) · Encyclopedia of Special Education · doi:10.1002/9780470373699.speced0740 · Cited by 2,157 · see citing works
The social motivation theory of autism
Chevallier, C., Kohls, G., Troiani, V., Brodkin, E. S., & Schultz, R. T. (2012) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2012.02.007 · Cited by 2,072 · see citing works
Understanding other minds: perspectives from autism
(1994) · Choice Reviews Online · doi:10.5860/choice.31-3492 · Cited by 1,651 · see citing works
Prevalence of Autism Spectrum Disorders in a Total Population Sample
Kim, Y. S., Leventhal, B. L., Koh, Y.-J., Fombonne, E., Laska, E., Lim, E.-C., Cheon, K.-A., Kim, S.-J., Kim, Y.-K., Lee, H., et al. (2011) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2011.10101532 · Cited by 1,524 · see citing works
Anxiety in children and adolescents with autism spectrum disorders
White, S. W., Oswald, D., Ollendick, T., & Scahill, L. (2009) · Clinical Psychology Review · doi:10.1016/j.cpr.2009.01.003 · Cited by 1,427 · see citing works
Joint Attention and Early Language
Tomasello, M., & Farrar, M. J. (1986) · Child Development · doi:10.1111/j.1467-8624.1986.tb00470.x · Cited by 1,405 · see citing works
The mirror neuron system and the consequences of its dysfunction
Iacoboni, M., & Dapretto, M. (2006) · Nature reviews. Neuroscience · doi:10.1038/nrn2024 · Cited by 1,401 · see citing works
Time to challenge the spurious hierarchy of systematic over narrative reviews?
Greenhalgh, T., Thorne, S., & Malterud, K. (2018) · European Journal of Clinical Investigation · doi:10.1111/eci.12931 · Cited by 1,267 · see citing works
Nowak, K. L., & Biocca, F. (2003) · Presence - Teleoperators and Virtual Environments · doi:10.1162/105474603322761289 · Cited by 1,162 · see citing works
Chaytor, N., & Schmitter-Edgecombe, M. (2003) · Neuropsychology Review · doi:10.1023/b:nerv.0000009483.91468.fb · Cited by 1,055 · see citing works
Language and Communication in Autism
Tager-Flusberg, H. B., Paul, R., & Lord, C. (2005) · doi:10.1002/9780470939345.ch12 · Cited by 1,008 · see citing works
Parsons, T. D. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00660 · Cited by 837 · see citing works
Recognition of Emotions in Autism: A Formal Meta-Analysis
Uljarevic, M., & Hamilton, A. (2013) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-012-1695-5 · Cited by 824 · see citing works
Engagement Theory: A Framework for Technology-Based Teaching and Learning.
Kearsley, G., & Shneiderman, B. (1998) · Educational Technology archive · Cited by 757 · see citing works
Kort, B. W., Reilly, R., & Picard, R. W. (2002) · IEEE International Conference on Advanced Learning Technologies (ICALT) · doi:10.1109/icalt.2001.943850 · Cited by 751 · see citing works
Yip, M. (2002) · Cambridge University Press eBooks · doi:10.1017/cbo9781139164559 · Cited by 735 · see citing works
Journal of Intellectual Disability Research
Staff (2008) · Encyclopedia of Special Education · doi:10.1002/9780470373699.speced1163 · Cited by 724 · see citing works
Immersive virtual environment technology as a basic research tool in psychology
Loomis, J. M., Blascovich, J. J., & Beall, A. C. (1999) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03200735 · Cited by 717 · see citing works
Virtual reality social cognition training for young adults with high-functioning autism
Kandalaft, M. R., Didehbani, N., Krawczyk, D. C., Allen, T. T., & Chapman, S. B. (2013) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-012-1544-6 · Cited by 697 · see citing works
BURGESS, P. W., ALDERMAN, N., FORBES, C., COSTELLO, A., M-A.COATES, L., DAWSON, D. R., ANDERSON, N. D., GILBERT, S. J., DUMONTHEIL, I., & CHANNON, S. (2006) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617706060310 · Cited by 663 · see citing works
Motion sickness susceptibility questionnaire revised and its relationship to other forms of sickness
Golding, J. F. (1998) · Brain Research Bulletin · doi:10.1016/s0361-9230(98)00091-4 · Cited by 559 · see citing works
The increasing prevalence of autism spectrum disorders
Matson, J. L., & Kozlowski, A. M. (2010) · Research in Autism · doi:10.1016/j.rasd.2010.06.004 · Cited by 540 · see citing works
Big data approaches to decomposing heterogeneity across the autism spectrum
Lombardo, M. V., Lai, M.-C., & Baron-Cohen, S. (2019) · Molecular Psychiatry · doi:10.1038/s41380-018-0321-0 · Cited by 537 · see citing works
Parsons, S., & Mitchell, P. (2002) · Journal of Intellectual Disability Research · doi:10.1046/j.1365-2788.2002.00425.x · Cited by 522 · see citing works
SOCIAL INTERACTIONS OF AUTISTIC, MENTALLY RETARDED AND NORMAL CHILDREN AND THEIR CAREGIVERS
Sigman, M., Mundy, P. C., Sherman, T., & Ungerer, J. A. (1986) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.1986.tb00189.x · Cited by 514 · see citing works
Effective Educational Practices for Students With Autism Spectrum Disorders
Iovannone, R., Dunlap, G., Huber, H., & Kincaid, D. (2003) · Focus on Autism and Other Developmental Disabilities · doi:10.1177/10883576030180030301 · Cited by 506 · see citing works
Economic Burden of Childhood Autism Spectrum Disorders
Lavelle, T. A., Weinstein, M. C., Newhouse, J. P., Münir, K., Kuhlthau, K. A., & Prosser, L. A. (2014) · PEDIATRICS · doi:10.1542/peds.2013-0763 · Cited by 505 · see citing works
Virtual Reality Social Cognition Training for children with high functioning autism
Didehbani, N., Allen, T. T., Kandalaft, M. R., Krawczyk, D. C., & Chapman, S. B. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.04.033 · Cited by 499 · see citing works
Social attention in ASD: A review and meta-analysis of eye-tracking studies
Chita-Tegmark, M. (2015) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2015.10.011 · Cited by 496 · see citing works
Narrative Ability in High-Functioning Children with Autism or Asperger's Syndrome
Losh, M. C., & Capps, L. M. (2003) · Journal of Autism and Developmental Disorders · doi:10.1023/a:1024446215446 · Cited by 491 · see citing works
Annual review of cybertherapy and telemedicine 2009
Wiederhold, B. K., & Riva, G. (2009) · Cited by 455 · see citing works
Recommendations for Good Scientific Practice and the Consumers of VR-Technology
Madary, M., & Metzinger, T. K. (2016) · Frontiers in Robotics and AI · doi:10.3389/frobt.2016.00003 · Cited by 435 · see citing works
Cybersickness is Not Simulator Sickness
Stanney, K. M., Kennedy, R. S., & Drexler, J. M. (1997) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/107118139704100292 · Cited by 424 · see citing works
Perception and Production of Prosody by Speakers with Autism Spectrum Disorders
Paul, R., Augustyn, A., Klin, A. J., & Volkmar, F. R. (2005) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-004-1999-1 · Cited by 421 · see citing works
Bosseler, A., & Massaro, D. W. (2003) · Journal of Autism and Developmental Disorders · doi:10.1023/b:jadd.0000006002.82367.4f · Cited by 419 · see citing works
Mesa‐Gresa, P., Gil-Gómez, H., Lozano-Quilis, J.-A., & Gil‐Gómez, J. (2018) · Sensors · doi:10.3390/s18082486 · Cited by 410 · see citing works
Virtual Reality Job Interview Training in Adults with Autism Spectrum Disorder
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) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-014-2113-y · Cited by 401 · see citing works
State-of-the-art of virtual reality technologies for children on the autism spectrum
Parsons, S., & Cobb, S. V. G. (2011) · European Journal of Special Needs Education · doi:10.1080/08856257.2011.593831 · Cited by 396 · see citing works
The bankruptcy of everyday memory.
Banaji, M. R., & Crowder, R. G. (1989) · American Psychologist · doi:10.1037/0003-066x.44.9.1185 · Cited by 394 · see citing works
Grounded in the World: Developmental Origins of the Embodied Mind
Thelen, E. (2000) · Infancy · doi:10.1207/s15327078in0101_02 · Cited by 360 · see citing works
Bouchard, S., Dumoulin, S., Robillard, G., Guitard, T., Klinger, É., Forget, H., Loranger, C., & Roucaut, F. X. (2017) · British Journal of Psychiatry · doi:10.1192/bjp.bp.116.184234 · Cited by 354 · see citing works
The Cognitive-Affective-Social Theory of Learning in digital Environments (CASTLE)
Schneider, S., Beege, M., Nebel, S., Schnaubert, L., & Rey, G. D. (2021) · Educational Psychology Review · doi:10.1007/s10648-021-09626-5 · Cited by 351 · see citing works
Emotion dysregulation and the Core features of autism Spectrum disorder
Samson, A. C., Phillips, J. M., Parker, K. J., Shah, S., Gross, J. J., & Hardan, A. Y. (2014) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-013-2022-5 · Cited by 338 · see citing works
Understanding emotions from standardized facial expressions in autism and normal development
Castelli, F. (2005) · Autism · doi:10.1177/1362361305056082 · Cited by 317 · see citing works
Early communication development and intervention for children with autism
Landa, R. J. (2007) · Mental Retardation and Developmental Disabilities Research Reviews · doi:10.1002/mrdd.20134 · Cited by 314 · see citing works
Gotham, K., Brunwasser, S. M., & Lord, C. (2015) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2015.02.005 · Cited by 310 · see citing works
Receptive and Expressive Prosodic Ability in Children With High-Functioning Autism
Peppé, S., McCann, J., GIBBON, F. E., O'Hare, A. E., & Rutherford, M. (2007) · Journal of Speech Language and Hearing Research · doi:10.1044/1092-4388(2007/071 · Cited by 296 · see citing works
Petticrew, M. P., Rehfuess, E. A., Noyes, J., Higgins, J. P. T., Mayhew, A., Tomás Pantoja, C., Shemilt, I., & Sowden, A. J. (2013) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2013.06.005 · Cited by 292 · see citing works
Virtual Reality Experience: Immersion, Sense of Presence, and Cybersickness
Servotte, J.-C., Goosse, M., Campbell, S. H., Dardenne, N., Pilote, B., Simoneau, I. L., Guillaume, M., Bragard, I., & Ghuysen, A. (2020) · Clinical Simulation in Nursing · doi:10.1016/j.ecns.2019.09.006 · Cited by 288 · see citing works
JobTIPS: A Transition to Employment Program for Individuals with Autism Spectrum Disorders
Strickland, D. C., Coles, C. D., & Southern, L. B. (2013) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-013-1800-4 · Cited by 278 · see citing works
Virtual Reality for Fire Evacuation Research
Kinateder, M. T., Ronchi, E., Nilsson, D., Kobes, M., Müller, M., Pauli, P., & Mühlberger, A. (2014) · Annals of Computer Science and Information Systems · doi:10.15439/2014f94 · Cited by 276 · see citing works
Ip, H. H. S., Wong, S. W. L., Chan, D. F. Y., Byrne, J., Li, C., Yuan, V. S. N., Lau, K. S.-Y., & Wong, J. Y. W. (2017) · Computers & Education · doi:10.1016/j.compedu.2017.09.010 · Cited by 272 · see citing works
Lungu, A. J., Swinkels, W., Claesen, L., Tu, P., Egger, J., & Chen, X. (2020) · Expert Review of Medical Devices · doi:10.1080/17434440.2021.1860750 · Cited by 270 · see citing works
Brief report: Two case studies using virtual reality as a learning tool for autistic children
Strickland, D. C., Marcus, L. M., Mesibov, G. B., & Hogan, K. L. (1996) · Journal of Autism and Developmental Disorders · doi:10.1007/bf02172354 · Cited by 267 · see citing works
Autism prevalence in China is comparable to Western prevalence
Sun, X., Allison, C., Wei, L., Matthews, F. E., Auyeung, B., Wu, Y. Y., Griffiths, S., Zhang, J., Baron-Cohen, S., & Brayne, C. (2019) · Molecular Autism · doi:10.1186/s13229-018-0246-0 · Cited by 266 · see citing works
Effectiveness of Immersive Virtual Reality in Surgical Training—A Randomized Control Trial
Pulijala, Y., Ma, M., Pears, M., Peebles, D., & Ayoub, A. (2018) · Journal of Oral and Maxillofacial Surgery · doi:10.1016/j.joms.2017.10.002 · Cited by 264 · see citing works
Cognitive Rehabilitation: How it is and how it might be
Wilson, B. A. (1997) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617797004876 · Cited by 263 · see citing works
(1999) · doi:10.1093/oso/9780198524465.001.0001 · Cited by 261 · see citing works
Virtual reality in autism: state of the art
Bellani, M., Fornasari, L., Chittaro, L., & Brambilla, P. (2011) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796011000448 · Cited by 260 · see citing works
Lorenzo, G., Carreres, A. L., Pomares, J., & Roig-Vila, R. (2016) · Computers & Education · doi:10.1016/j.compedu.2016.03.018 · Cited by 257 · see citing works
The Development of Contingent Discourse Ability in Autistic Children
Tager-Flusberg, H. B., & Anderson, M. L. (1991) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.1991.tb00353.x · Cited by 239 · see citing works
Virtual Reality: Definitions, History and Applications
Gigante, M. A. (1993) · Elsevier eBooks · doi:10.1016/b978-0-12-227748-1.50009-3 · Cited by 227 · see citing works
Inclusion of Learners with Autism Spectrum Disorders in General Education Settings
Simpson, R. L., de Boer, S. R., & Smith-Myles, B. (2003) · Topics in Language Disorders · doi:10.1097/00011363-200304000-00005 · Cited by 226 · see citing works
Wang, M., & Reid, D. (2010) · Neuroepidemiology · doi:10.1159/000320847 · Cited by 224 · see citing works
Changes in cognitive and Language functioning of Preschool children with autism
Harris, S. L., Handleman, J. S., Gordon, R., Kristoff, B., & Fuentes, F. (1991) · Journal of Autism and Developmental Disorders · doi:10.1007/bf02207325 · Cited by 216 · see citing works
Autism as a developmental disorder in intentional movement and affective engagement
Trevarthen, C., & Delafield‐Butt, J. T. (2013) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2013.00049 · Cited by 215 · see citing works
Facial expression and selective attention
Vuilleumier, P. (2002) · Current Opinion in Psychiatry · doi:10.1097/00001504-200205000-00011 · Cited by 211 · see citing works
(2022) · doi:10.3390/bs12050138 · Cited by 211 · see citing works
Self-citationKalyuga, S. (2007) · Educational Psychology Review · doi:10.1007/s10648-007-9051-6 · Cited by 205 · see citing works
Cipriani, G., Bianchetti, A., & Trabucchi, M. (2006) · Archives of Gerontology and Geriatrics · doi:10.1016/j.archger.2005.12.003 · Cited by 199 · see citing works
Authenticity in Virtual Reality for assessment and intervention in autism: A conceptual review
Parsons, S. (2016) · Educational Research Review · doi:10.1016/j.edurev.2016.08.001 · Cited by 197 · see citing works
Social “wanting” dysfunction in autism: neurobiological underpinnings and treatment implications
Kohls, G., Chevallier, C., Troiani, V., & Schultz, R. T. (2012) · Journal of Neurodevelopmental Disorders · doi:10.1186/1866-1955-4-10 · Cited by 197 · see citing works
Virtual-Reality-Based Social Interaction Training for Children with High-Functioning Autism
Ke, F., & Im, T. (2013) · The Journal of Educational Research · doi:10.1080/00220671.2013.832999 · Cited by 191 · see citing works
Nuske, H. J., Vivanti, G., & Dissanayake, C. (2013) · Cognition & Emotion · doi:10.1080/02699931.2012.762900 · Cited by 189 · see citing works
Social communication in children with autism
Hale, C. M., & Tager-Flusberg, H. B. (2005) · Autism · doi:10.1177/1362361305051395 · Cited by 187 · see citing works
Toward a technology of treatment individualization for young children with autism spectrum disorders
Stahmer, A. C., Schreibman, L., & Cunningham, A. (2010) · Brain Research · doi:10.1016/j.brainres.2010.09.043 · Cited by 182 · see citing works
Understanding other minds: Perspectives from developmental cognitive neuroscience, 2nd ed.
Baron‐Cohen, S., Tager-Flusberg, H. B., & Cohen, D. J. (2000) · Cited by 182 · see citing works
Cheng, Y., & Ye, J. (2009) · Computers & Education · doi:10.1016/j.compedu.2009.10.011 · Cited by 176 · see citing works
Karami, B., Koushki, R., Arabgol, F., Rahmani, M., & Vahabie, A. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.665326 · Cited by 174 · see citing works
Making Sense of Self-Conscious Emotion: Linking Theory of Mind and Emotion in Children With Autism.
Heerey, E. A., Keltner, D. J., & Capps, L. M. (2003) · Emotion · doi:10.1037/1528-3542.3.4.394 · Cited by 171 · see citing works
Brief Report: A Pilot Study of the Use of a Virtual Reality Headset in Autism Populations
Newbutt, N. A., Sung, C. Y. Y., Kuo, H. J., Leahy, M. J., Lin, C.-C., & Tong, B. (2016) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-016-2830-5 · Cited by 170 · see citing works
Can emotion recognition be taught to children with autism spectrum conditions?
Baron‐Cohen, S., Golan, O., & Ashwin, E. (2009) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2009.0191 · Cited by 170 · see citing works
Rus‐Calafell, M., Gutiérrez‐Maldonado, J., & Ribas‐Sabaté, J. (2013) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2013.09.002 · Cited by 169 · see citing works
The Influence of Anthropomorphism and Agency on Social Judgment in Virtual Environments
Nowak, K. L. (2006) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2004.tb00284.x · Cited by 168 · see citing works
The Ethics of Virtual Reality Technology: Social Hazards and Public Policy Recommendations
Spiegel, J. S. (2018) · Science and Engineering Ethics · doi:10.1007/s11948-017-9979-y · Cited by 168 · see citing works
Smith, M. J., Fleming, M. F., Wright, M. A., Losh, M. C., Humm, L. B., Olsen, D. E., & Bell, M. D. (2015) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-015-2470-1 · Cited by 158 · see citing works
Dechsling, A., Orm, S., Kalandadze, T., Sütterlin, S., Øien, R. A., Shic, F., & Nordahl‐Hansen, A. (2021) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-021-05338-5 · Cited by 153 · see citing works
Serret, S., Hun, S., Iakimova, G., Lozada, J., Anastassova, M., Santos, A., Vesperini, S., & Askenazy-Gittard, F. (2014) · Molecular Autism · doi:10.1186/2040-2392-5-37 · Cited by 150 · see citing works
Berenguer, C., Baixauli, I., Gómez, S., Andrés, M. D. E. P., & STASIO, S. D. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17176143 · Cited by 148 · see citing works
Burke, S. L., Bresnahan, T., Li, T., Epnere, K., Rizzo, A., Partin, M. H., Ahlness, R. M., & Trimmer, M. (2017) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-017-3374-z · Cited by 147 · see citing works
Cromby, J., Standen, P., & Brown, D. J. (1996) · Journal of Intellectual Disability Research · doi:10.1046/j.1365-2788.1996.805805.x · Cited by 145 · see citing works
Bekele, E., Zheng, Z., Swanson, A., Crittendon, J., Warren, Z., & Sarkar, N. (2013) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2013.42 · Cited by 144 · see citing works
Cheng, Y., Huang, C.-L., & Yang, C. (2015) · Focus on Autism and Other Developmental Disabilities · doi:10.1177/1088357615583473 · Cited by 142 · see citing works
Virtual Reality in Education: Defining Researchable Issues
Hedberg, J. G., & Alexander, S. (1994) · Educational Media International · doi:10.1080/0952398940310402 · Cited by 140 · see citing works
Parsons, S., Mitchell, P., & Leonard, A. (2004) · Autism · doi:10.1177/1362361305049032 · Cited by 137 · see citing works
Review of virtual reality treatment in psychiatry: evidence versus current diffusion and use
Mishkind, M. C., Norr, A. M., Katz, A. C., & Reger, G. M. (2017) · Current Psychiatry Reports · doi:10.1007/s11920-017-0836-0 · Cited by 136 · see citing works
Clare, L., Wilson, B. A., Carter, G., & Hodges, J. R. (2003) · Aging & Mental Health · doi:10.1080/1360786021000045854 · Cited by 133 · see citing works
Nadig, A., & Shaw, H. K. (2011) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-011-1264-3 · Cited by 133 · see citing works
Early detection of core deficits in autism
Sigman, M., Dijamco, A., Gratier, M., & Rozga, A. (2004) · Mental Retardation and Developmental Disabilities Research Reviews · doi:10.1002/mrdd.20046 · Cited by 132 · see citing works
Bryant, L., Brunner, M., & Hemsley, B. (2019) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2018.1549276 · Cited by 131 · see citing works
Phonetic and phonological errors in children with high functioning autism and Asperger syndrome
Cleland, J., GIBBON, F. E., Peppé, S. J. E., O'Hare, A. E., & Rutherford, M. (2010) · International Journal of Speech-Language Pathology · doi:10.3109/17549500903469980 · Cited by 129 · see citing works
Autism and virtual reality head-mounted displays: a state of the art systematic review
Bradley, R., & Newbutt, N. A. (2018) · Journal of Enabling Technologies · doi:10.1108/jet-01-2018-0004 · Cited by 127 · see citing works
Sense of presence and atypical social judgments in immersive virtual environments
Wallace, S., Parsons, S., Westbury, A., White, K., White, K., & Bailey, A. J. (2010) · Autism · doi:10.1177/1362361310363283 · Cited by 126 · see citing works
Stichter, J. P., Laffey, J. M., Galyen, K., & Herzog, M. J. (2013) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-013-1881-0 · Cited by 124 · see citing works
Newbutt, N. A., Bradley, R., & Conley, I. (2019) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2019.0206 · Cited by 123 · see citing works
Georgescu, A. L., Kuzmanovic, B., Roth, D., Bente, G., & Vogeley, K. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00807 · Cited by 123 · see citing works
Design of a Gaze-Sensitive Virtual Social Interactive System for Children With Autism
Lahiri, U., Warren, Z. E., & Sarkar, N. (2011) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2011.2153874 · Cited by 122 · see citing works
Comprehension of concrete and abstract words in autistic children
Eskes, G. A., Bryson, S. E., & McCormick, T. A. (1990) · Journal of Autism and Developmental Disorders · doi:10.1007/bf02206857 · Cited by 119 · see citing works
Ghaziuddin, M. (2002) · Focus on Autism and Other Developmental Disabilities · doi:10.1177/10883576020170030301 · Cited by 118 · see citing works
Zhao, H., Swanson, A. R., Weitlauf, A. S., Warren, Z. E., & Sarkar, N. (2018) · IEEE Transactions on Human-Machine Systems · doi:10.1109/thms.2018.2791562 · Cited by 116 · see citing works
Lai, D.-C., Tseng, Y.-C., Hou, Y.-M., & Guo, H.-R. (2012) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2011.12.015 · Cited by 115 · see citing works
Doniger, G. M., Beeri, M. S., Bahar‐Fuchs, A., Gottlieb, A., Tkachov, A., Kenan, H., Livny, A., Bahat, Y., Sharon, H., Ben‐Gal, O., et al. (2018) · Alzheimer s & Dementia Translational Research & Clinical Interventions · doi:10.1016/j.trci.2018.02.005 · Cited by 114 · see citing works
The application of immersive virtual reality for students with ASD: A review between 1990–2017
Lorenzo, G., Carreres, A. L., Arráez-Vera, G., & Lorenzo-Lledó, . (2018) · Education and Information Technologies · doi:10.1007/s10639-018-9766-7 · Cited by 106 · see citing works
Glaser, N. J., & Schmidt, M. (2021) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2021.1970433 · Cited by 106 · see citing works
Lorenzo, G., Pomares, J., & Carreres, A. L. (2012) · Computers & Education · doi:10.1016/j.compedu.2012.10.028 · Cited by 101 · see citing works
Application of Cognitive Rehabilitation Theory to the Development of Smart Prompting Technologies
Seelye, A. M., Schmitter‐Edgecombe, M., Das, B., & Cook, D. J. (2012) · IEEE Reviews in Biomedical Engineering · doi:10.1109/rbme.2012.2196691 · Cited by 97 · see citing works
Theoretical Bases for Using Virtual Reality in Education
Chen, C. J. (2009) · Cited by 96 · see citing works
Virtual Reality Air Travel Training with Children on the Autism Spectrum: A Preliminary Report
Miller, I. T., Wiederhold, B. K., Miller, C. S., & Wiederhold, M. D. (2019) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2019.0093 · Cited by 86 · see citing works
Lahiri, U., Bekele, E., Dohrmann, E. H., Warren, Z. E., & Sarkar, N. (2014) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-014-2240-5 · Cited by 84 · see citing works
Shahab, M., Taheri, A., Mokhtari, M., Shariati, A., Heidari, R., Meghdari, A. F., & Alemi, M. (2021) · Education and Information Technologies · doi:10.1007/s10639-020-10392-0 · Cited by 83 · see citing works
Bekele, E., Wade, J. W., Bian, D., Fan, J., Swanson, A. R., Warren, Z. E., & Sarkar, N. (2016) · IEEE Conference on Virtual Reality and 3D User Interfaces (VR) · doi:10.1109/vr.2016.7504695 · Cited by 83 · see citing works
Kim, K., Rosenthal, M. Z., Gwaltney, M., Jarrold, W., Hatt, N. V., McIntyre, N. S., Swain, L. A., Solomon, M., & Mundy, P. (2014) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-014-2036-7 · Cited by 81 · see citing works
McCleery, J. P., Zitter, A., Solórzano, R., Turnacioglu, S. O., Miller, J. S., Ravindran, V., & Parish‐Morris, J. (2020) · Autism Research · doi:10.1002/aur.2352 · Cited by 80 · see citing works
Sharmin, M., Hossain, M. M., Saha, A., Das, M., Maxwell, M., & Ahmed, S. (2018) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3173574.3173676 · Cited by 79 · see citing works
Lanier, M., Waddell, T. F., Elson, M., Tamul, D. J., Ivory, J., & Przybylski, A. K. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.06.015 · Cited by 75 · see citing works
Production of syllable stress in speakers with autism spectrum disorders
Paul, R., Bianchi, N., Augustyn, A., Klin, A. J., & Volkmar, F. R. (2007) · Research in Autism · doi:10.1016/j.rasd.2007.04.001 · Cited by 75 · see citing works
Observational Learning and Children With Autism
Taylor, B. A., & DeQuinzio, J. A. (2012) · Behavior Modification · doi:10.1177/0145445512443981 · Cited by 74 · see citing works
Yang, D. Y. ‐., Allen, T. T., Abdullahi, S. M., Pelphrey, K. A., Volkmar, F. R., & Chapman, S. B. (2017) · Behaviour Research and Therapy · doi:10.1016/j.brat.2017.03.014 · Cited by 74 · see citing works
Saadatzi, M. N., Pennington, R. C., Welch, K. C., & Graham, J. H. (2018) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-018-3654-2 · Cited by 74 · see citing works
Schmidt, M., & Glaser, N. J. (2021) · Educational Technology Research and Development · doi:10.1007/s11423-021-10005-8 · Cited by 73 · see citing works
Virtual Reality Job Interview Training for Individuals With Psychiatric Disabilities
Smith, M. J., Ginger, E. J., Wright, M., Wright, K., Humm, L. B., Olsen, D. E., Bell, M. D., & Fleming, M. F. (2014) · The Journal of Nervous and Mental Disease · doi:10.1097/nmd.0000000000000187 · Cited by 72 · see citing works
Nevison, C., Blaxill, M., & Zahorodny, W. (2018) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-018-3670-2 · Cited by 71 · see citing works
Conson, M., Mazzarella, E., Esposito, D., Grossi, D., Marino, N., Massagli, A., & Frolli, A. (2015) · Autism Research · doi:10.1002/aur.1460 · Cited by 71 · see citing works
Zhang, M., Xu, S., Chen, Y., Lin, Y., Ding, H., & Zhang, Y. (2021) · Autism · doi:10.1177/1362361321995725 · Cited by 69 · see citing works
Self-citationBrief Report: The Relationship between Discourse Deficits and Autism Symptomatology
Hale, C. M., & Tager-Flusberg, H. B. (2005) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-005-5065-4 · Cited by 69 · see citing works
Orlosky, J., Itoh, Y., Ranchet, M., Kiyokawa, K., Morgan, J. C., & Devos, H. (2017) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2017.2657018 · Cited by 68 · see citing works
A Virtual Reality System for Practicing Conversation Skills for Children with Autism
Rosenfield, N. S., Lamkin, K., Re, J., Day, K., Boyd, L. E., & Linstead, E. J. (2019) · Multimodal Technologies and Interaction · doi:10.3390/mti3020028 · Cited by 67 · see citing works
Yang, D. Y. ‐., Allen, T. T., Abdullahi, S. M., Pelphrey, K. A., Volkmar, F. R., & Chapman, S. B. (2018) · Autism Research · doi:10.1002/aur.1941 · Cited by 67 · see citing works
Wang, X., Wang, S., Fan, Y., Huang, D., & Zhang, Y. (2017) · Scientific Reports · doi:10.1038/srep43254 · Cited by 66 · see citing works
Self-citationKuriakose, S., & Lahiri, U. (2015) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2015.2393891 · Cited by 65 · see citing works
Taryadi, T., & Kurniawan, I. A. (2018) · Journal of Physics Conference Series · doi:10.1088/1742-6596/947/1/012009 · Cited by 61 · see citing works
Mosher, M. A., & Carreon, A. (2021) · Research in Learning Technology · doi:10.25304/rlt.v29.2626 · Cited by 60 · see citing works
Dechsling, A., Shic, F., Zhang, D., Marschik, P. B., Esposito, G., Orm, S., Sütterlin, S., Kalandadze, T., Øien, R. A., & Nordahl‐Hansen, A. (2021) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2021.103885 · Cited by 56 · see citing works
Ip, H. H. S., Wong, S. W. L., Chan, D. F. Y., Byrne, J., Li, C., Yuan, V. S. N., Lau, K. S.-Y., & Wong, J. Y. W. (2016) · Lecture notes in computer science · doi:10.1007/978-3-319-41165-1_9 · Cited by 55 · see citing works
Pallathra, A. A., Calkins, M. E., Parish‐Morris, J., Maddox, B. B., Perez, L. S., Miller, J. S., Gur, R. C., Mandell, D. S., Schultz, R. T., & Brodkin, E. S. (2018) · Autism Research · doi:10.1002/aur.1910 · Cited by 55 · see citing works
Cromby, J., Newman, J. D., & Tasker, H. (1996) · Cited by 55 · see citing works
Moon, J., Ke, F., & Sokolikj, Z. (2020) · British Journal of Educational Technology · doi:10.1111/bjet.13005 · Cited by 53 · see citing works
Advances in Computer Entertainment
Valk, D., Rijnbout, P., Graaf, D., Bekker, M. M., Schouten, B. A. M., Eggen, J. H., Reidsma, D., Katayose, H., & Nijholt, A. (2013) · Lecture notes in computer science · doi:10.1007/978-3-319-03161-3 · Cited by 51 · see citing works
Virtual Reality in the Language Classroom: Theory and Practice
Alizadeh, M. (2019) · Computer-Assisted Language Learning Electronic Journal · Cited by 48 · see citing works
Zhang, L., Weitlauf, A. S., Amat, A. Z., Swanson, A. R., Warren, Z. E., & Sarkar, N. (2019) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-019-04246-z · Cited by 47 · see citing works
Nijman, S. A., Veling, W., Greaves‐Lord, K., Vermeer, R. R., Vos, M., Zandee, C. E. R., Zandstra, D. C., Geraets, C. N. W., & Pijnenborg, G. H. M. (2019) · BMC Psychiatry · doi:10.1186/s12888-019-2250-0 · Cited by 43 · see citing works
Zhang, L., Warren, Z. E., Swanson, A. R., Weitlauf, A. S., & Sarkar, N. (2018) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-018-3544-7 · Cited by 41 · see citing works
Wang, X., Laffey, J. M., Xing, W., Galyen, K., & Stichter, J. P. (2017) · Educational Technology Research and Development · doi:10.1007/s11423-017-9512-7 · Cited by 39 · see citing works
The neurobiology of autism: Theoretical applications
Schroeder, J. H., Desrocher, M. E., Bebko, J. M., & Cappadocia, M. C. (2010) · Research in Autism · doi:10.1016/j.rasd.2010.01.004 · Cited by 39 · see citing works
Audio-visual speech recognition techniques in augmented reality environments
Mirzaei, M., Ghorshi, S., & Mortazavi, M. (2013) · The Visual Computer · doi:10.1007/s00371-013-0841-1 · Cited by 38 · see citing works
Parent-assisted group treatment for friendship problems of children with autism spectrum disorders
Frankel, F., & Whitham, C. (2010) · Brain Research · doi:10.1016/j.brainres.2010.09.047 · Cited by 38 · see citing works
Virtual reality: A new track in psychological research
de la Rosa, S., & Breidt, M. (2018) · British Journal of Psychology · doi:10.1111/bjop.12302 · Cited by 36 · see citing works
Mak, G., & Zhao, L. (2020) · Interactive Learning Environments · doi:10.1080/10494820.2020.1811733 · Cited by 36 · see citing works
Chen, F., Wang, L., Peng, G., Yan, N., & Pan, X. (2019) · PLoS ONE · doi:10.1371/journal.pone.0210858 · Cited by 35 · see citing works
Zapata-Fonseca, L. I., Froese, T., Schilbach, L., Vogeley, K. T., & Timmermans, B. (2018) · Behavioral Sciences · doi:10.3390/bs8020022 · Cited by 32 · see citing works
Virtual Reality-Based Learning Environments: Recent Developments and Ongoing Challenges
Ip, H. H. S., & Li, C. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-20621-9_1 · Cited by 31 · see citing works
Focus on integration: The future of the behavioral treatment of autism
Schreibman, L., & Anderson, A. (2001) · Behavior Therapy · doi:10.1016/s0005-7894(01)80012-5 · Cited by 31 · see citing works
Myles, B. S., Barnhill, G. P., Hagiwara, T., Griswold, D. E., & Simpson, R. L. (2001) · Education and training in mental retardation and developmental disabilities · doi:10.1177/215416470103600308 · Cited by 31 · see citing works
Herrera, G., Jordan, R. R., & Vera, L. (2006) · Technology and Disability · doi:10.3233/tad-2006-18403 · Cited by 30 · see citing works
Perspectives of Adults With Autism on Social Communication Intervention
Santhanam, S. P., & Hewitt, L. E. (2020) · Communication Disorders Quarterly · doi:10.1177/1525740120905501 · Cited by 29 · see citing works
Rincón-Mosquera, N., Rairán, F. S. G., Wilson, R. A., & Wilmer, P. B. (2015) · Workshop on Engineering Applications (WEA) · doi:10.1109/wea.2015.7370154 · Cited by 29 · see citing works
Zhang, M., Chen, Y., Lin, Y., Ding, H., & Zhang, Y. (2022) · Journal of Speech Language and Hearing Research · doi:10.1044/2022_jslhr-21-00438 · Cited by 27 · see citing works
Self-citationDesigning an Intelligent Virtual Agent for Social Communication in Autism
Bernardini, S., Porayska‐Pomsta, K., & Sampath, H. A. (2013) · Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment · doi:10.1609/aiide.v9i1.12688 · Cited by 26 · see citing works
Thai, E., & Nathan-Roberts, D. (2018) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/1541931218621333 · Cited by 26 · see citing works
Shoaib, M., Hussain, I., Mirza, H. T., & Tayyab, M. (2017) · International Conference on Computational Science and Its Applications · doi:10.1109/iccsa.2017.7999647 · Cited by 25 · see citing works
Fernández-Herrero, J., Lorenzo, G., & Carreres, A. L. (2018) · InTech eBooks · doi:10.5772/intechopen.71000 · Cited by 24 · see citing works
Newbutt, N. A., Sung, C. Y. Y., Kuo, H. J., & Leahy, M. J. (2016) · UWE Research Repository (UWE Bristol) · Cited by 23 · see citing works
Design of affectively evocative smart ambient media for learning
Kwok, R. C.-W., Cheng, S. H., Ip, H. H. S., & Kong, J. S.-L. (2009) · doi:10.1145/1631005.1631021 · Cited by 21 · see citing works
The Son-Rise Program® intervention for autism
Williams, K. R. (2006) · Autism · doi:10.1177/1362361306062012 · Cited by 21 · see citing works
Russo‐Ponsaran, N. M., McKown, C., Johnson, J., Russo, J. M., Crossman, J., & Reife, I. (2017) · Autism Research · doi:10.1002/aur.1889 · Cited by 20 · see citing works
Li, C., Ip, H. H. S., & Ma, P. K. (2019) · Lecture notes in computer science · doi:10.1007/978-3-030-21562-0_8 · Cited by 19 · see citing works
Virtual Reality: Enabling Technologies
Gigante, M. A. (1993) · Elsevier eBooks · doi:10.1016/b978-0-12-227748-1.50010-x · Cited by 17 · see citing works
Chen, F., Zhang, H., Ding, H., Wang, S., Peng, G., & Zhang, Y. (2021) · Autism Research · doi:10.1002/aur.2509 · Cited by 17 · see citing works
Self-citationModugumudi, Y. R., J.Santhosh, J. S., & Anand, S. (2013) · Journal of Medical Imaging and Health Informatics · doi:10.1166/jmihi.2013.1167 · Cited by 15 · see citing works
Bird, M., Cannell, J., Jovic, E., Rathjen, A., Lane, K., Tyson, A., Callisaya, M. L., & Smith, S. (2017) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2017.08.084 · Cited by 12 · see citing works
Banire, B., Al‐Thani, D., Qaraqe, M., & Mansoor, B. (2017) · IEEE International Conference on Control System, Computing and Engineering · doi:10.1109/iccsce.2017.8284387 · Cited by 11 · see citing works
Li, C., Yuan, S. N. V., & Ip, H. H. S. (2018) · EDULEARN proceedings · doi:10.21125/edulearn.2018.0267 · Cited by 11 · see citing works
Ip, H. H. S., Byrne, J., Cheng, S. H., & Kwok, R. C.-W. (2011) · Distributed Multimedia Systems · Cited by 10 · see citing works
Michela, A., van Rooij, M. M. J. W., Klumpers, F., van Peer, J. M., Karin Roelofs, A., & Granic, I. (2019) · Psychological Inquiry · doi:10.1080/1047840x.2019.1693872 · Cited by 8 · see citing works
Learning Prosody in a Video Game-Based Learning Approach
Aguilar, L. (2019) · Multimodal Technologies and Interaction · doi:10.3390/mti3030051 · Cited by 7 · see citing works
A Computational View of Autism
Lahiri, U. (2020) · Springer eBooks · doi:10.1007/978-3-030-40237-2 · Cited by 7 · see citing works
Automatic speech recognition for assistive technology devices
Harvey, A., McCrindle, R., Lundqvist, K. Ø., & Parslow, P. (2010) · CentAUR (University of Reading) · Cited by 6 · see citing works
MARKER BASED INTERACTIVE WRITING BOARD FOR PRIMARY LEVEL EDUCATION
Ullah, S. (2023) · Pakistan Journal of Science · doi:10.57041/pjs.v68i3.541 · Cited by 6 · see citing works
Tamilselvi, D., Manju, T., Ramdoss, S. T., Jothikumar, K., SaravanaSundharam, S., Muthuramalingam, B., Hussainalikhan, N., Ravichandran, S., Vadivel, V., Suresh, P., et al. (2020) · Advances in intelligent systems and computing · doi:10.1007/978-3-030-39512-4_185 · Cited by 5 · see citing works
CALL-EJ - Computer-Assisted Language Learning-Electronic Journal
Son, K. N. J.-B. (1999) · Cited by 4 · see citing works
Schwarze, A., Freude, H., & Niehaves, B. (2019) · Journal of the Association for Information Systems · Cited by 4 · see citing works
Lu, Y. (2016) · UCL Discovery (University College London) · Cited by 3 · see citing works
Flagged first, then by citations
2 of the 200 references couldn’t be matched to a known paper.
Research works printed but not linked: 6
- Howlin, P. Autism: Preparing for adulthood; Routledge: London, 1997.
- Kolb, D.A. Experiential learning: Experience as the source of learning and development; FT Press: 2014. Preprints (www.preprints.org) | NOT PEER-REVIEWED | Posted: 3 February 2022 doi:10.20944/preprints202202.0056.v1
- Ip, H.H.-S.; Byrne, J.; Cheng, S.-H.; Kwok, R.C.-W. The samal model for affective learning. In 17th international conference on distributed multimedia systems, DMS 2011; Knowledge Systems Institute Graduate School: 2011; pp. 216-221.
- Browning, D.R.; Cruz-Neira, C.; Sandin, D.J.; DeFanti, T.A. The CAVE automatic virtual environment: Projection-based virtual environments and disability. In Proceedings of the The First Annual International Conference, Virtual Reality and People with Disabilities, San Francisco, CA, USA, 1st June, 1993.
- Neisser, U. Memory: What are the important questions. In Memory observed: Remembering in natural contexts, Neisser, U., Ed.; Freeman: San Francisco, 1982; pp. 3-19.
- Gernsbacher, M.A.; Morson, E.M.; Grace, E.J. Language development in autism. In Neurobiology of language, Hickok, G., Small, S.L., Eds.; Academic Press: San Diego, 2016; pp. 879-886. Preprints (www.preprints.org) | NOT PEER-REVIEWED | Posted: 3 February 2022 doi:10.20944/preprints202202.0056.v1 175.
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Yuvaraj, R., Mittal, R., Prince, A., & Huang, J.-S. (2025) · Education sciences · doi:10.3390/educsci15010065 · Cited by 45 · see citing works
Mitsea, E., Drigas, A., & Skianis, C. (2023) · Education Sciences · doi:10.3390/educsci13070639 · Cited by 49 · see citing works
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Caruso, F., Peretti, S., Barletta, V. S., Pino, M. C., & Mascio, T. D. (2023) · IEEE Access · doi:10.1109/access.2023.3296882 · Cited by 26 · see citing works
Gao, J., Song, W. D., Huang, D., Zhang, A., & Ke, X. (2025) · Frontiers in Pediatrics · doi:10.3389/fped.2025.1498563 · Cited by 24 · see citing works
Honorato, N., Soltiyeva, A., Oliveira, W., Delabrida, S. E., Hamari, J., & Alimanova, M. (2024) · Smart Learning Environments · doi:10.1186/s40561-024-00309-6 · Cited by 23 · see citing works
Stasolla, F., Curcio, E., Passaro, A., Gioia, M. D., Zullo, A., & Martini, E. (2025) · Technologies · doi:10.3390/technologies13020076 · Cited by 22 · see citing works
COUNSELLING AS A TOOL FOR OVERCOMING BARRIERS IN STEM EDUCATION AMONG UNDERREPRESENTED GROUPS
Hamad, N. M. A., Adewusi, O. E., Unachukwu, C. C., Osawaru, B., & Chisom, O. N. (2024) · Engineering Science & Technology Journal · doi:10.51594/estj.v5i1.728 · Cited by 22 · see citing works
Fiani, C., Saeghe, P., McGill, M., & Khamis, M. (2024) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3652867 · Cited by 23 · see citing works
Using Virtual Reality in Education: Ethical and Social Dimensions
Prokopenko, O. V., & Sapiński, A. (2024) · E-Learning Innovations Journal. · doi:10.57125/elij.2024.03.25.03 · Cited by 22 · see citing works
Zhang, M., Tang, E., Ding, H., & Zhang, Y. (2024) · Journal of Speech, Language, and Hearing Research · doi:10.1044/2024_jslhr-24-00157 · Cited by 22 · see citing works
Self-citationAl-Nafjan, A., Alghamdi, M. M. M., Alhakbani, N., & Al-Ohali, Y. (2024) · Diagnostics · doi:10.3390/diagnostics15010060 · Cited by 21 · see citing works
Magaña, E. C., Ariza, A. C., Ruiz‐Palmero, J., & Guillén‐Gámez, F. D. (2025) · Journal of New Approaches in Educational Research · doi:10.1007/s44322-025-00027-y · Cited by 20 · see citing works
Exploring AI Technology in Grammar Performance Testing for Children with Learning Disabilities
Katsarou, D. V., Mantsos, E., Papadopoulou, S. L., Sofologi, M., Efthymiou, E., Vasileiou, I., Megari, K., Theodoratou, M., & Kougioumtzis, G. Α. (2025) · Education Sciences · doi:10.3390/educsci15030351 · Cited by 19 · see citing works
Adako, O. P., Adeusi, O. C., & Alaba, P. A. (2025) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2025.2477678 · Cited by 19 · see citing works
Moon, J., Ke, F., Sokolikj, Z., & Chakraborty, S. (2024) · Computers & Education X Reality · doi:10.1016/j.cexr.2024.100063 · Cited by 19 · see citing works
Cubillos, R., & Avello-Sáez, D. (2022) · Revista Médica Clínica Las Condes · doi:10.1016/j.rmclc.2022.10.003 · Cited by 17 · see citing works
Ma, W., Mao, J., Xie, Y., Li, S., & Wang, M. (2023) · Behavioral Sciences · doi:10.3390/bs13100860 · Cited by 17 · see citing works
Silva, R. M., Martins, P., & Rocha, T. (2024) · Research in Autism · doi:10.1016/j.rasd.2024.102521 · Cited by 17 · see citing works
Yazdanian, H., Vakili, A., Soltani, A., Rekhne, Z. B., Zareii, S., & Zarifian, T. (2023) · International Journal of Developmental Disabilities · doi:10.1080/20473869.2023.2277604 · Cited by 16 · see citing works
Using virtual reality to enhance attention for autistic spectrum disorder with eye tracking
Razzak, R., Li, Y. (., He, J. (., Jung, S., Mei, C., & Huang, Y. (2024) · High-Confidence Computing · doi:10.1016/j.hcc.2024.100234 · Cited by 16 · see citing works
Enhancing Learning Experiences Through Augmented Reality and Virtual Reality in Classrooms
Vashisht, S. (2024) · International Conference on Recent Advances in Information Technology for Sustainable Development (ICRAIS) · doi:10.1109/icrais62903.2024.10811732 · Cited by 16 · see citing works
Kalemkuş, F. (2024) · Journal of Research in Special Educational Needs · doi:10.1111/1471-3802.12723 · Cited by 15 · see citing works
Videla, R., Aros, M. B., Parada, F. J., Kausel, L., Sandoval-Obando, E., Jorquera, D., Ibacache, D., Toro, S. A. M., Herrero, P. R., Cerpa-Reyes, C., et al. (2025) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2024.1493863 · Cited by 15 · see citing works
Digital Horizons: Enhancing Autism Support with Augmented Reality
Koumpouros, Y. (2025) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-024-06709-4 · Cited by 15 · see citing works
Riquelme, I., Hatem, S. M., Sabater-Gárriz, Á., & Montoya, P. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1227173 · Cited by 14 · see citing works
Abdullah, A. S., Jothikumar, K., Gomathi, V., Parkavi, R., & Rajarajeswari, P. (2024) · SN Computer Science · doi:10.1007/s42979-023-02495-5 · Cited by 14 · see citing works
Liu, L., Li, S., Tian, L., Yao, X., Ling, Y., Chen, J., Wang, G., & Yang, Y. (2024) · Behavioral Sciences · doi:10.3390/bs14100871 · Cited by 14 · see citing works
Harnessing Virtual Reality: Improving Social Skills in Adults with Autism Spectrum Disorder
Calderone, A., Militi, A., Latella, D., Luca, R. D., Corallo, F., Pasquale, P. D., Quartarone, A., Maggio, M. G., & Calabrò, R. S. (2024) · Journal of Clinical Medicine · doi:10.3390/jcm13216435 · Cited by 14 · see citing works
Cowan, P., & Farrell, R. (2023) · Education Sciences · doi:10.3390/educsci13030228 · Cited by 14 · see citing works
On Effectively Predicting Autism Spectrum Disorder Using an Ensemble of Classifiers
Twala, B., & Molloy, E. (2022) · Scientific Reports · doi:10.1038/s41598-023-46379-3 · Cited by 14 · see citing works
Ghunaim, L., Agha, A. S. A. A., & Aburjai, T. A. (2024) · Jordan Journal of Pharmaceutical Sciences · doi:10.35516/jjps.v17i3.2410 · Cited by 13 · see citing works
Metaverse and Psychiatry: A Review
Sönmez, D., & Hocaoğlu, Ç. (2023) · Psikiyatride Guncel Yaklasimlar - Current Approaches in Psychiatry · doi:10.18863/pgy.1283964 · Cited by 13 · see citing works
Elkin, T. D., Zhang, Y., & Reneker, J. C. (2022) · Brain Sciences · doi:10.3390/brainsci12111568 · Cited by 12 · see citing works
Self-citationReddy, K. S., Taksande, A. M., & Kurian, B. (2024) · Cureus · doi:10.7759/cureus.55004 · Cited by 12 · see citing works
Singh, P. (2024) · FIIB Business Review · doi:10.1177/23197145241247704 · Cited by 6 · see citing works
Impact of virtual reality learning environments on skills development in students with ASD
Silva, R. M., Martins, P., & Rocha, T. (2025) · Computers and Education Open · doi:10.1016/j.caeo.2025.100298 · Cited by 12 · see citing works
Li, N., Tian, M., Yang, Y., Liu, Z., Sun, L., & Li, B. (2025) · BMC Psychology · doi:10.1186/s40359-025-03460-y · Cited by 11 · see citing works
An Overview of Clinical Applications of Virtual and Augmented Reality
Farrell, K., & MacDougall, D. (2023) · Canadian Journal of Health Technologies · doi:10.51731/cjht.2023.600 · Cited by 11 · see citing works
Cerasuolo, M., Marco, S. D., Nappo, R., Simeoli, R., & Rega, A. (2024) · Advances in Neurodevelopmental Disorders · doi:10.1007/s41252-024-00413-1 · Cited by 11 · see citing works
A real-time environmental translator for emotion recognition in autism spectrum disorder
Levy, L., Ambaw, A., Ben‐Itzchak, E., & Holdengreber, E. (2024) · Scientific Reports · doi:10.1038/s41598-024-83229-2 · Cited by 11 · see citing works
Lepilkina, T. A., Герович, Б. А., Cheremin, R. A., Malyukova, N. G., Ma, M., Bogdanov, M. A., Burminsky, D. S., Потанин, С. С., Rodkina, S. V., Rupchev, G., et al. (2023) · Consortium Psychiatricum · doi:10.17816/cp221 · Cited by 11 · see citing works
Salnyk, I., Grin, L., Yefimov, D., & Beztsinna, Z. (2023) · Futurity Education · doi:10.57125/fed.2023.09.25.03 · Cited by 11 · see citing works
Rehabilitation for individuals with autism spectrum disorder using mixed reality virtual assistants
Jenefa, A., Lincy, A., & Anitha, J. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-13772-3.00011-x · Cited by 10 · see citing works
Yu, Z., & Dang, J. (2025) · Scientific Reports · doi:10.1038/s41598-025-93553-w · Cited by 10 · see citing works
Hyeon, R., & Oh, W. (2024) · Journal of Pediatric Nursing · doi:10.1016/j.pedn.2024.11.005 · Cited by 10 · see citing works
Instructional Digital Model to Promote Virtual Teaching and Learning for Autism Care Centres
Yahya, N. B., Jomhari, N., Taib, M. A. M., & Ahmad, N. A. (2023) · International Journal of Advanced Computer Science and Applications · doi:10.14569/ijacsa.2023.0140606 · Cited by 10 · see citing works
Ferman, S., & Segal, O. (2024) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s466420 · Cited by 9 · see citing works
Yan, W., Zhai, T., Li, Y., Chen, J., Sun, Z., Lin, Y., Lin, Y., Du, Y., & Du, Y.-S. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1570437 · Cited by 9 · see citing works
Moon, J., Choi, G. W., & Seo, J. (2023) · Virtual Reality · doi:10.1007/s10055-023-00856-2 · Cited by 9 · see citing works
Schmidt, M., Glaser, N. J., Palmer, H., Schmidt, C. T., & Xing, W. (2023) · Computers & Education X Reality · doi:10.1016/j.cexr.2023.100041 · Cited by 9 · see citing works
Virtual autism among children: A leading hazard of gadget exposure and preventive measures
Garg, R. K., Garg, P., Sharma, P. C., Kumar, Y., Niwas, R., Singh, J., & Singh, S. (2024) · Journal of Education and Health Promotion · doi:10.4103/jehp.jehp_1482_23 · Cited by 9 · see citing works
Almughyiri, S. (2023) · International Journal of Developmental Disabilities · doi:10.1080/20473869.2023.2260209 · Cited by 8 · see citing works
Norwine, L., Bouck, E. C., Reiley, S., Long, H. M., Jakubow, L. N., & Nuse, J. (2025) · Rural Special Education Quarterly · doi:10.1177/87568705241305640 · Cited by 8 · see citing works
Liang, J., Jiang, J., Hei, J., & Zhang, J. (2025) · Buildings · doi:10.3390/buildings15152735 · Cited by 8 · see citing works
The Impact of Virtual Reality and Augmented Reality in Inclusive Education
Lalotra, G. S., & Kumar, V. (2024) · Applied Intelligence and Informatics. · doi:10.1007/978-981-97-0914-4_5 · Cited by 8 · see citing works
Soltiyeva, A., Oliveira, W., Alimanova, M., Hamari, J., Kansarovna, K. G., Adilkhan, S., & Urmanov, M. (2024) · Interactive Learning Environments · doi:10.1080/10494820.2024.2364250 · Cited by 8 · see citing works
Nasrallah, M., Moghrabi, A. E., Kayal, M., Matar, D., Alwan, I., & Fakhouy, M. (2025) · International Journal of Developmental Disabilities · doi:10.1080/20473869.2025.2456800 · Cited by 7 · see citing works
Li, L., Zhu, X., Wan, S., Wang, L., Pan, L., Peng, S., & Chen, J. (2025) · Scientific Reports · doi:10.1038/s41598-025-08224-7 · Cited by 7 · see citing works
Shen, Z., & Yu, C. (2025) · Brain Sciences · doi:10.3390/brainsci15080890 · Cited by 7 · see citing works
Charisma™ virtual social training: A digital health platform and protocol
Johnson, M. T., Tate, A., Tate, K., Laane, S. A., Chang, Z., & Chapman, S. B. (2022) · Frontiers in Virtual Reality · doi:10.3389/frvir.2022.1004162 · Cited by 7 · see citing works
The Potential of using Virtual Reality for People with Disabilities
Dhouib, A. (2023) · doi:10.54455/mcn2202 · Cited by 7 · see citing works
Xu, S., Zhang, H., Fan, J., Jiang, X., Zhang, M., Guan, J., Ding, H., & Zhang, Y. (2024) · Journal of Speech Language and Hearing Research · doi:10.1044/2024_jslhr-23-00553 · Cited by 7 · see citing works
Self-citationPeng, G., & Leong, W. Y. (2024) · IEEE International Conference on Signal and Image Processing Applications (ICSIPA) · doi:10.1109/icsipa62061.2024.10686974 · Cited by 7 · see citing works
Peretti, S., Pino, M. C., Caruso, F., & Mascio, T. D. (2024) · Education Sciences · doi:10.3390/educsci14040377 · Cited by 6 · see citing works
Zhou, P., & Zhan, Z. (2025) · Education Sciences · doi:10.3390/educsci15081014 · Cited by 6 · see citing works
Střechová, M., Černý, M., Šašinka, Č., Stachoň, Z., Šašinková, A., Holubec, F., & Švédová, H. (2025) · ISPRS International Journal of Geo-Information · doi:10.3390/ijgi14120455 · Cited by 6 · see citing works
Wu, Y., Pan, L., & Wang, J. (2026) · Perceptual and Motor Skills · doi:10.1177/00315125261459730 · Cited by 6 · see citing works
Ren, Y., Liu, R., Sang, H., & Yu, X. (2024) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2024.3487589 · Cited by 6 · see citing works
Maimatayeva, A., Assilbekova, B., Zhumagulova, K., Galymova, N. G., & Issayev, G. (2024) · Education and Information Technologies · doi:10.1007/s10639-024-13229-2 · Cited by 6 · see citing works
Moiseienko, I., Білюк, О. Г., & Приходько, Т. П. (2024) · Духовність особистості методологія теорія і практика · doi:10.33216/2220-6310/2024-110-3-95-105 · Cited by 6 · see citing works
On the Multimodal Resolution of a Search Sequence in Virtual Reality
Klowait, N. O. (2023) · Human Behavior and Emerging Technologies · doi:10.1155/2023/8417012 · Cited by 6 · see citing works
Technological Scanning for Foresight: The case of Metaverse applications for Healthcare
Zoccarato, F., Ghezzi, A., Lettieri, E., & Toletti, G. (2024) · Futures · doi:10.1016/j.futures.2024.103476 · Cited by 5 · see citing works
Seprie, S. (2024) · Syntax Idea · doi:10.46799/syntax-idea.v6i1.2815 · Cited by 5 · see citing works
Barcenilla, C. A., Pavía, S., Manzanares, M. C. S., Cuenca-Romero, L. A., & González, S. G. (2024) · International Journal of Information and Learning Technology · doi:10.1108/ijilt-10-2023-0200 · Cited by 4 · see citing works
Intention to use ChatGPT among law educators in Saudi Arabia
Sarabdeen, J. (2025) · Frontiers in Education · doi:10.3389/feduc.2025.1631413 · Cited by 4 · see citing works
Breaking barriers, building futures: Inclusive workplaces for autistic people
Failla, C., Chilà, P., Baluci, D., Caporlingua, C., Meduri, A., Pioggia, G., & Marino, F. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1606075 · Cited by 4 · see citing works
Yan, P., Zhu, X., Tao, Q., & 邵宪花 (2026) · European journal of medical research · doi:10.1186/s40001-026-03873-4 · Cited by 4 · see citing works
Araya, N., Gómez, J., & Montoro, G. (2024) · Entertainment Computing · doi:10.1016/j.entcom.2024.100861 · Cited by 4 · see citing works
Drageset, D., & Crippen, K. J. (2024) · Interactive Learning Environments · doi:10.1080/10494820.2024.2405702 · Cited by 4 · see citing works
Holt, J. M., Siekman, K., Fairbanks, M., Fairbanks, M., & Stern, N. E. (2024) · PLoS ONE · doi:10.1371/journal.pone.0313506 · Cited by 4 · see citing works
Peretti, S., Caruso, F., Pino, M. C., & Mascio, T. D. (2023) · Biannual Conference of the Italian SIGCHI Chapter (CHItaly) · doi:10.1145/3605390.3605396 · Cited by 4 · see citing works
Application of Virtual Reality (VR) to Advance Social Ability in Children with ASD
Pv, A. K., Satheesh, A., Abhishek, N. M., Menon, H. P., & Devasia, D. (2023) · International Conference on Automation, Computing and Renewable Systems (ICACRS) · doi:10.1109/icacrs58579.2023.10404594 · Cited by 4 · see citing works
Silva, R. M., de Carvalho, D. C. M., Martins, P., & Rocha, T. (2023) · Lecture notes in computer science · doi:10.1007/978-3-031-40113-8_49 · Cited by 4 · see citing works
Hazaymeh, W. A., & Khasawneh, M. A. S. (2025) · World Journal of English Language · doi:10.5430/wjel.v15n8p341 · Cited by 3 · see citing works
Wang, L., Xu, G., Li, D., Gao, X., Zhao, J., He, Y., Liu, S., Guo, H., & Bu, X. (2026) · JMIR Pediatrics and Parenting · doi:10.2196/82814 · Cited by 3 · see citing works
- Authors
- Zhang, M., Ding, H., & Zhang, Y.
- Affiliations
- Shanghai Jiao Tong University (CN)
- University of Minnesota (US)
- Corresponding author
- Ding, Hongwei
- Zhang, Yang
- Venue
- Behavioral Sciences
- Publisher
- MDPI AG
- Published
- 2022-02-03
- Volume
- 12
- Issue
- 5
- Pages
- 138-138
- ISSN
- 2076-328X (ISSN-L)
- PMC
- PMC9137951
- OpenAlex
- W4280547228
- Cited by
- 211
- References
- 200
- Citations by year
- 2026: 33 · 2025: 63 · 2024: 70 · 2023: 39 · 2022: 6
- FWCI
- 6.21
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Behavioral Sciences (publishedVersion, cc-by)
- Preprints.org (acceptedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Social Science Fund of China (18ZDA293)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Physical Sciences › Computer Science › Human-Computer Interaction › Virtual Reality Applications and Impacts
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Keywords
- virtual reality, autism spectrum disorder, children, social communication, social skills training, emotion recognition, speech and language intervention, social skills, cognitive training, linguistic diversity
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