The impact of virtual reality cognitive behavioral therapy on mental disorders among children and youth: a systematic review and meta-analysis
Open accessAbstract
Background: Cognitive behavioral therapy (CBT) is an effective treatment for mental disorders, however, it can be associated with limited patient engagement, low adherence, and stigma among younger populations. Virtual reality (VR) environments can facilitate innovative approaches to enhance CBT implementation in a controlled and immersive way. Objectives: This study evaluates the impact of VR-CBT interventions on mental disorders in children and youth through a systematic review and meta-analysis. Methods: A search was conducted in PsycINFO, PubMed, EMBASE, Scopus, and Web of Science. Studies compared VR-CBT interventions to traditional therapy or control conditions. Extracted data included post-intervention means, standard deviations, and 95% confidence intervals. Pooled effect sizes were calculated using Hedges’ g and analyzed with a random-effects model. Risk of bias was evaluated using the Cochrane risk-of-bias (RoB) 2 tool and the JBI Critical Appraisal Tool. Results: In total, 20 studies were included in the systematic review, with 85% (n = 17) utilizing virtual reality exposure therapy (VRET), and 15% (n = 3) implementing broader VR-CBT frameworks. VR technologies included wearable head-mounted displays (70%, n = 14), with 30% (n = 6) relying on non-wearable systems, and 15% (n = 3) incorporating gamification elements. Seven studies were included in a meta-analysis, which showed that VR-CBT was associated with a small to moderate reduction in mental disorder symptoms in full-scale studies (pooled Hedge’s g = -0.46 (95% CI: [-0.84], [-0.09]). Conclusions: VR-CBT interventions demonstrate potential for addressing mental disorders in children and youth, particularly when traditional therapy alone is insufficient and/or inaccessible.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
AR-integrated CBT exerts a more favorable impact on patient treatment engagement and adherence than conventional in vivo exposure approaches.
“Furthermore, studies suggested that AR-integrated CBT exerts a more favorable impact on patient treatment engagement and adherence than conventional in vivo exposure approaches [33].”
From Advancing Undergraduate Student Mental Healthcare of Social Anxiety Disorder: Evaluating the Acceptance of AR-Assisted Cognitive Behavioral Therapy Through TAM-Based Constructs. (2026) · cites this paper as [33]
The Introduction (page unavailable) reports lower treatment refusal for VR exposure therapy than for in vivo exposure, and section 3.5 (page unavailable) describes VR-CBT as enabling earlier engagement for people with high avoidance. The claim specifies AR-integrated CBT, but the paper's relevant comparison concerns VR, and these passages do not establish better adherence than in vivo exposure. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910 · cited 1× · see citing works
“…assessed using various instruments, including the Perceived Stress Scale (PSS) (Harris et al., 2023; Lee, 2012), The Patient Health Questionnaire-9 (PHQ-9) (Costantini et al., 2021; Kroenke et al., 2001), and the Generalized Anxiety Disorder scale (GAD-7) (Johnson et al., 2019; Sapra et al., 2020).”
The Cochrane Collaboration's tool for assessing risk of bias in randomised trials
Higgins, J. P. T., Altman, D. G., Gotzsche, P. C., Juni, P., Moher, D., Oxman, A. D., Savovic, J., Schulz, K. F., Weeks, L., Sterne, J. A. C., et al. (2011) · BMJ · doi:10.1136/bmj.d5928 · Cited by 33,817 · see citing works
Diagnostic and Statistical Manual of Mental Disorders
American Psychiatric Association (2022) · doi:10.1176/appi.books.9780890425787 · Cited by 23,476 · see citing works
Cochrane Handbook for Systematic Reviews of Interventions
(2019) · doi:10.1002/9781119536604 · Cited by 14,828 · see citing works
Polanczyk, G. V., Salum, G. A., Sugaya, L. S., Caye, A., & Rohde, L. A. (2015) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12381 · Cited by 3,990 · see citing works
Sawyer, S. M., Azzopardi, P. S., Wickremarathne, D., & Patton, G. C. (2018) · The Lancet Child & Adolescent Health · doi:10.1016/s2352-4642(18)30022-1 · Cited by 3,666 · see citing works
The Efficacy of Cognitive Behavioral Therapy: A Review of Meta-analyses
Hofmann, S. G., Asnaani, A., Vonk, I. J. J., Sawyer, A. T., & Fang, A. (2012) · Cognitive Therapy and Research · doi:10.1007/s10608-012-9476-1 · Cited by 3,445 · cited 1× · see citing works
“Through structured sessions, CBT helps individuals identify harmful thought patterns, evaluate their validity, and adopt healthier behaviors (Hofmann et al., 2012).”
Gulliver, A., Griffiths, K. M., & Christensen, H. (2010) · BMC Psychiatry · doi:10.1186/1471-244x-10-113 · Cited by 3,292 · see citing works
Review of the Psychometric Evidence of the Perceived Stress Scale
Lee, E.-H. (2012) · Asian Nursing Research · doi:10.1016/j.anr.2012.08.004 · Cited by 2,305 · see citing works
Radez, J., Reardon, T., Creswell, C., Lawrence, P. J., Evdoka-Burton, G., & Waite, P. (2021) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-019-01469-4 · Cited by 1,119 · see citing works
Carpenter, J. K., Andrews, L. A., Witcraft, S. M., Powers, M. B., Smits, J. A. J., & Hofmann, S. G. (2018) · Depression and Anxiety · doi:10.1002/da.22728 · Cited by 846 · see citing works
Costantini, L., Pasquarella, C. I. M., Odone, A., Colucci, M. E., Costanza, A., Serafini, G., Aguglia, A., Murri, M. B., Brakoulias, V., Amore, M., et al. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.09.131 · Cited by 740 · see citing works
Aguirre Velasco, A., Cruz, I. S. S., Billings, J., Jimenez, M., & Rowe, S. (2020) · BMC Psychiatry · doi:10.1186/s12888-020-02659-0 · Cited by 736 · see citing works
Johnson, S. U., Ulvenes, P. G., Øktedalen, T., & Hoffart, A. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01713 · Cited by 673 · see citing works
Systematic Review and Meta-analysis of Virtual Reality in Pediatrics: Effects on Pain and Anxiety
Eijlers, R., Utens, E. M. W. J., Staals, L. M., de Nijs, P. F. A., Berghmans, J. M., Wijnen, R. M. H., Hillegers, M. H. J., Dierckx, B., & Legerstee, J. S. (2019) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000004165 · Cited by 628 · see citing works
The Distinctive Features of a Feasibility Study
Orsmond, G., & Cohn, E. (2015) · OTJR: Occupation, Participation and Health · doi:10.1177/1539449215578649 · Cited by 616 · see citing works
Why Cognitive Behavioral Therapy Is the Current Gold Standard of Psychotherapy
David, D., Cristea, I., & Hofmann, S. G. (2018) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2018.00004 · Cited by 565 · see citing works
Fixed-Effect vs Random-Effects Models for Meta-Analysis: 3 Points to Consider
Dettori, J. R., Norvell, D. C., & Chapman, J. R. (2022) · Global Spine Journal · doi:10.1177/21925682221110527 · Cited by 530 · see citing works
Health, T. L. G. (2020) · The Lancet Global Health · doi:10.1016/s2214-109x(20)30432-0 · Cited by 417 · see citing works
Garcia-Palacios, A., Botella, C., Hoffman, H., & Fabregat, S. (2007) · CyberPsychology & Behavior · doi:10.1089/cpb.2007.9962 · Cited by 410 · cited 1× · see citing works
“Among individuals with specific phobias, the refusal rate for VRET was only 3%, markedly lower than the 27% observed with in-vivo exposure therapy (Garcia-Palacios et al., 2007).”
Meta-analysis of homework effects in cognitive and behavioral therapy: A replication and extension.
Kazantzis, N., Whittington, C., & Dattilio, F. (2010) · Clinical Psychology: Science and Practice · doi:10.1111/j.1468-2850.2010.01204.x · Cited by 398 · see citing works
The key principles of cognitive behavioural therapy
Fenn, K., & Byrne, M. (2013) · InnovAiT: Education and inspiration for general practice · doi:10.1177/1755738012471029 · Cited by 363 · see citing works
Trauma-Focused Cognitive-Behavioral Therapy for Children and Adolescents: Assessing the Evidence
de Arellano, M. A., Lyman, D. R., Jobe‐Shields, L., George, P., Dougherty, R. H., Daniels, A. S., Ghose, S. S., Huang, L. N., & Delphin-Rittmon, M. E. (2014) · Psychiatric Services · doi:10.1176/appi.ps.201300255 · Cited by 309 · see citing works
Using Generalized Anxiety Disorder-2 (GAD-2) and GAD-7 in a Primary Care Setting
Sapra, A., Bhandari, P., Sharma, S., Chanpura, T., & Lopp, L. (2020) · Cureus · doi:10.7759/cureus.8224 · Cited by 298 · see citing works
Piao, J., Huang, Y., Han, C., Li, Y., Xu, Y., Liu, Y., & He, X. (2022) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-022-02040-4 · Cited by 289 · see citing works
Munn, Z., Stone, J., Aromataris, E., Klugar, M., Sears, K., Leonardi‐Bee, J., & Barker, T. H. (2022) · JBI Evidence Synthesis · doi:10.11124/jbies-22-00224 · Cited by 273 · see citing works
Efficacy of Virtual Reality Exposure Therapy in the Treatment of PTSD: A Systematic Review
Gonçalves, R., Pedrozo, A. L., Coutinho, E. S. F., Figueira, I. L. D. V., & Ventura, P. R. (2012) · PLoS ONE · doi:10.1371/journal.pone.0048469 · Cited by 263 · see citing works
Kaimara, P., Οικονόμου, Α., & Deliyannis, I. (2021) · Virtual Reality · doi:10.1007/s10055-021-00563-w · Cited by 247 · see citing works
Virtual Reality Cognitive Behavior Therapy for Public Speaking Anxiety: A Randomized Clinical Trial
Wallach, H. S., Safir, M. P., & Bar-Zvi, M. (2009) · Behavior Modification · doi:10.1177/0145445509331926 · Cited by 218 · see citing works
Maskey, M., Lowry, J., Rodgers, J., McConachie, H., & Parr, J. R. (2014) · PLoS ONE · doi:10.1371/journal.pone.0100374 · Cited by 215 · see citing works
Shapiro, J. R., Bauer, S., Hamer, R. M., Kordy, H., Ward, D. S., & Bulik, C. M. (2008) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2007.09.014 · Cited by 212 · see citing works
Designing informed game-based rehabilitation tasks leveraging advances in virtual reality
Lange, B. S., Koenig, S. T., Chang, C., McConnell, E., Suma, E. A., Bolas, M. T., & Rizzo, A. (2012) · Disability and Rehabilitation · doi:10.3109/09638288.2012.670029 · Cited by 202 · see citing works
PRISMA 2020 and PRISMA-S: common questions on tracking records and the flow diagram
Rethlefsen, M. L., & Page, M. J. (2021) · Journal of the Medical Library Association JMLA · doi:10.5195/jmla.2022.1449 · Cited by 197 · see citing works
Digital Phenotyping for Monitoring Mental Disorders: Systematic Review
Bufano, P., Laurino, M., Said, S., Tognetti, A., & Menicucci, D. (2023) · Journal of Medical Internet Research · doi:10.2196/46778 · Cited by 194 · see citing works
Positive Effects of Digital Technology Use by Adolescents: A Scoping Review of the Literature
Haddock, A. D., Ward, N. L., Yu, R., & O’Dea, N. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192114009 · Cited by 190 · see citing works
Virtual Reality Exposure Treatment in Phobias: a Systematic Review
Freitas, J. R. S., Velosa, V. H. S., Abreu, L. T. N., Jardim, R. L., Santos, J. A. V., Peres, B., & Campos, P. F. (2021) · Psychiatric Quarterly · doi:10.1007/s11126-021-09935-6 · Cited by 188 · see citing works
Harris, K. M., Gaffey, A. E., Schwartz, J. E., Krantz, D. S., & Burg, M. M. (2023) · Annals of Behavioral Medicine · doi:10.1093/abm/kaad015 · Cited by 187 · see citing works
Rural telemedicine use before and during the COVID-19 pandemic: repeated cross-sectional study.
Chu, C., Cram, P., Pang, A., Stamenova, V., Tadrous, M., & Bhatia, R. S. (2021) · Journal of Medical Internet Research · doi:10.2196/26960 · Cited by 183 · see citing works
Tailored mobile phone text messages as an adjunct to obesity treatment for adolescents
Woolford, S. J., Clark, S. J., Strecher, V. J., & Resnicow, K. (2010) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2010.100207 · Cited by 176 · see citing works
Berardi, C., Antonini, M., Jordan, Z., Wechtler, H., Paolucci, F., & Hinwood, M. (2024) · BMC Health Services Research · doi:10.1186/s12913-023-10536-1 · Cited by 175 · see citing works
Tas, F. Q., van Eijk, C. A. M., Staals, L. M., Legerstee, J. S., & Dierckx, B. (2022) · Pediatric Anesthesia · doi:10.1111/pan.14546 · Cited by 157 · see citing works
Beck, J. G., Palyo, S. A., Winer, E. H., Schwagler, B. E., & Ang, E. J. (2006) · Behavior Therapy · doi:10.1016/j.beth.2006.04.001 · Cited by 154 · see citing works
van Loenen, I., Scholten, W., Muntingh, A., Smit, J., & Batelaan, N. (2022) · Journal of Medical Internet Research · doi:10.2196/26736 · Cited by 153 · see citing works
Zolopa, C., Burack, J. A., O’Connor, R. M., Corran, C., Lai, J., Bomfim, E. D. O., DeGrace, S., Dumont, J., Larney, S., & Wendt, D. C. (2022) · Adolescent Research Review · doi:10.1007/s40894-022-00185-6 · Cited by 151 · see citing works
Cognitive Behavioral Therapy for Depression
Gautam, M., Tripathi, A., Deshmukh, D., & Gaur, M. (2020) · Indian Journal of Psychiatry · doi:10.4103/psychiatry.indianjpsychiatry_772_19 · Cited by 142 · see citing works
Digital Phenotyping: Data-Driven Psychiatry to Redefine Mental Health
Oudin, A., Maatoug, R., Bourla, A., Ferreri, F., Bonnot, O., Millet, B., Schoeller, F., Mouchabac, S., & Adrien, V. (2023) · Journal of Medical Internet Research · doi:10.2196/44502 · Cited by 141 · see citing works
Ayuso, D. M. R., Toledano-González, A., Rodríguez-Martínez, M. D. C., Arroyo-Castillo, P., Triviño-Juárez, J. M., González, P., Ariza‐Vega, P., González, A. D. P., & Segura‐Fragoso, A. (2021) · Children · doi:10.3390/children8020070 · Cited by 133 · see citing works
Kahlon, S., Lindner, P., & Nordgreen, T. (2019) · Child and Adolescent Psychiatry and Mental Health · doi:10.1186/s13034-019-0307-y · Cited by 130 · see citing works
Soldier Attitudes about Technology-Based Approaches to Mental Health Care
Wilson, J. A. B., Onorati, K., Mishkind, M., Reger, M. A., & Gahm, G. A. (2008) · CyberPsychology & Behavior · doi:10.1089/cpb.2008.0071 · Cited by 114 · see citing works
Maskey, M., Rodgers, J., Grahame, V., Glod, M., Honey, E., Kinnear, J., Labus, M., Milne, J., Minos, D., McConachie, H., et al. (2019) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-018-3861-x · Cited by 112 · see citing works
Katapally, T. R. (2019) · JMIR mhealth and uhealth · doi:10.2196/14056 · Cited by 112 · see citing works
Self-citationVirtual reality in the assessment, understanding, and treatment of mental health disorders
Riva, G., & Serino, S. (2020) · Journal of Clinical Medicine · doi:10.3390/jcm9113434 · Cited by 109 · see citing works
Behavioural activation therapy for depression in adults
Uphoff, E., Ekers, D., Robertson, L., Dawson, S., Sanger, E., South, E., Samaan, Z., Richards, D., Meader, N., & Churchill, R. (2020) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd013305.pub2 · Cited by 98 · see citing works
Adolescents’ Perspectives on Using Technology for Health: Qualitative Study
Radović, A., McCarty, C. A., Katzman, K., & Richardson, L. P. (2018) · JMIR Pediatrics and Parenting · doi:10.2196/pediatrics.8677 · Cited by 87 · see citing works
Katapally, T. R., Bhawra, J., Leatherdale, S. T., Ferguson, L. J., Longo, J., Rainham, D. G. C., Larouche, R., & Osgood, N. D. (2018) · JMIR Public Health and Surveillance · doi:10.2196/publichealth.8953 · Cited by 87 · see citing works
Self-citationWiley, E., Khattab, S., & Tang, A. (2020) · Disability and Rehabilitation Assistive Technology · doi:10.1080/17483107.2020.1755376 · Cited by 84 · see citing works
A Global Digital Citizen Science Policy to Tackle Pandemics Like COVID-19
Katapally, T. R. (2020) · Journal of Medical Internet Research · doi:10.2196/19357 · Cited by 79 · see citing works
Self-citationYun, S. J., Kang, M., Yang, D., Choi, Y., Kim, H., Oh, B., & Seo, H. G. (2020) · JMIR Serious Games · doi:10.2196/18127 · Cited by 74 · see citing works
Ridout, B., Kelson, J. N., Campbell, A., & Steinbeck, K. S. (2021) · Journal of Medical Internet Research · doi:10.2196/24967 · Cited by 73 · see citing works
Wu, J., Sun, Y. X., Zhang, G., Zhou, Z., & Ren, Z. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.575094 · Cited by 70 · see citing works
Extended reality for mental health: Current trends and future challenges
Pons, P., Medrano, S. N., & Soler-Dominguez, J. L. (2022) · Frontiers in Computer Science · doi:10.3389/fcomp.2022.1034307 · Cited by 66 · see citing works
Sheikhan, N. Y., Henderson, J. L., Halsall, T., Daley, M., Brownell, S., Shah, J. L., Iyer, S. N., & Hawke, L. D. (2023) · BMC Health Services Research · doi:10.1186/s12913-023-09075-6 · Cited by 65 · see citing works
Virtual Reality Body Exposure Therapy for Anorexia Nervosa. A Case Report With Follow-Up Results
Porras-García, B., Serrano‐Troncoso, E., Carulla‐Roig, M., Soto-Usera, P., Ferrer‐García, M., Figueras-Puigderrajols, N., Yilmaz, L., Sen, Y. O., Shojaeian, N., & Gutiérrez‐Maldonado, J. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00956 · Cited by 62 · see citing works
Innovative use of virtual reality in autism spectrum disorder: A case-study
Luca, R. D., Leonardi, S., Portaro, S., Cause, M. L., Domenico, C. D., Colucci, P. V., Pranio, F., Bramanti, P., & Calabrò, R. S. (2019) · Applied Neuropsychology Child · doi:10.1080/21622965.2019.1610964 · Cited by 61 · see citing works
Kothgassner, O. D., & Felnhofer, A. (2021) · neuropsychiatrie · doi:10.1007/s40211-020-00349-7 · Cited by 61 · cited 2× · see citing works
“While some reviews have examined a range of VR interventions in children and youth, their focus has been largely limited to specific mental disorders like anxiety (Kothgassner & Felnhofer, 2021) or schizophrenia (Dellazizzo et al., 2019), rather than assessing the wider scope of VR-CBT applications.”
The comprehensive clinical benefits of digital phenotyping: from broad adoption to full impact
Zhang, Y., Wang, J., Zong, H., Singla, R. K., Ullah, A., Liu, X., Wu, R., Ren, S., & Shen, B. (2025) · npj Digital Medicine · doi:10.1038/s41746-025-01602-5 · Cited by 58 · see citing works
Schneier, F. R., & Goldmark, J. (2015) · Springer eBooks · doi:10.1007/978-3-319-13060-6_3 · Cited by 56 · see citing works
Chen, T., Ou, J., Li, G., & Luo, H. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1356554 · Cited by 55 · see citing works
Sülter, R. E., Ketelaar, P. E., & Lange, W.-G. (2022) · Computers & Education · doi:10.1016/j.compedu.2021.104384 · Cited by 52 · cited 14× · see citing works
“…Miller et al., 2023; Minns et al., 2019; Nazligul et al., 2019; Porras-Garcia, Serrano-Troncoso, Carulla-Roig, Soto-Usera, Ferrer-Garcia, Figueras-563 Puigderrajols, et al., 2020; Rodero & Larrea, 2022; Sülter et al., 2022b; Y. R. Tan et al., 2022; Whiteside et al., 2020), and eight studies (40”
InfluentialKatapally, T. R. (2020) · JMIR Pediatrics and Parenting · doi:10.2196/21155 · Cited by 50 · see citing works
Self-citationFarrell, L. J., Miyamoto, T., Donovan, C. L., Waters, A. M., Krisch, K. A., & Ollendick, T. H. (2020) · Behavior Therapy · doi:10.1016/j.beth.2020.06.003 · Cited by 49 · see citing works
Taylor, J. M., & Alanazi, S. (2023) · Journal of Nursing Education · doi:10.3928/01484834-20230415-02 · Cited by 49 · see citing works
Tan, Y. L., Chang, V. Y. X., Ang, W. H. D., Ang, W. W., & Lau, Y. (2024) · Anxiety Stress & Coping · doi:10.1080/10615806.2024.2392195 · Cited by 49 · see citing works
Nordgård, R., & Låg, T. (2021) · Frontiers in Virtual Reality · doi:10.3389/frvir.2021.699383 · Cited by 48 · see citing works
Risk of bias: why measure it, and how?
Phillips, M., Kaiser, P. K., Thabane, L., Bhandari, M., Chaudhary, V., for the Retina Evidence Trials InterNational Alliance (R.E.T.I.N.A.) Study Group, Wykoff, C. C., Sivaprasad, S., Sarraf, D., Bakri, S. J., et al. (2021) · Eye · doi:10.1038/s41433-021-01759-9 · Cited by 42 · see citing works
Chu, L., Shen, L., Ma, C., Chen, J., Tian, Y., Zhang, C., Gong, Z., Li, M., Wang, C., Pan, L., et al. (2023) · Journal of Medical Internet Research · doi:10.2196/45836 · Cited by 42 · see citing works
Self-citationImmersive 3D exposure-based treatment for spider fear: A randomized controlled trial
Minns, S. A., Levihn‐Coon, A., Carl, E., Smits, J. A. J., Miller, W., Howard, D., Papini, S., Quiroz, S., Lee-Furman, E., Telch, M. J., et al. (2018) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2018.12.003 · Cited by 34 · see citing works
Denizci Nazligul, M., Yilmaz, M., Gulec, U., Yilmaz, A. E., Isler, V., O'Connor, R. V., Gozcu, M. A., & Clarke, P. (2019) · IET Software · doi:10.1049/iet-sen.2018.5140 · Cited by 34 · cited 20× · see citing works
“For instance, Rodero et al. (2022) and Nazligul et al. (2018) implemented VR-CBT public speaking interventions, allowing participants to deliver speeches within virtual environments featuring distractors, such as audience and mobile phone disruptions (Nazligul et al., 2019; Rodero & Larrea, 2022).”
InfluentialKahlon, S., Lindner, P., & Nordgreen, T. (2023) · Frontiers in Virtual Reality · doi:10.3389/frvir.2023.1240778 · Cited by 34 · see citing works
Jeppesen, U. N., Due, A. S., Mariegaard, L. S., Pinkham, A. E., Vos, M., Veling, W., Nordentoft, M., & Glenthøj, L. B. (2022) · Trials · doi:10.1186/s13063-022-06614-0 · Cited by 33 · see citing works
Promoting Homework Adherence in Cognitive-Behavioral Therapy for Adolescent Depression
Jungbluth, N. J., & Shirk, S. R. (2013) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2012.743105 · Cited by 32 · see citing works
Mobile Devices as Adjunctive Pain Management Tools
Wiederhold, B. K., Gao, K., Kong, L., & Wiederhold, M. D. (2014) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2014.0202 · Cited by 32 · see citing works
The Use of Virtual Reality for Managing Psychological Distress in Adolescents: Systematic Review
Kelson, J. N., Ridout, B., Steinbeck, K., & Campbell, A. J. (2021) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2021.0090 · Cited by 31 · see citing works
Cushnan, J., McCafferty, P., & Best, P. (2024) · BMC Health Services Research · doi:10.1186/s12913-024-11481-3 · Cited by 30 · see citing works
Patel, J., Hung, C., & Katapally, T. R. (2024) · Psychiatry Research · doi:10.1016/j.psychres.2024.116277 · Cited by 29 · see citing works
Self-citationSeuling, P. D., Czernin, N. S., & Schiele, M. A. (2024) · Neuroscience Applied · doi:10.1016/j.nsa.2024.104074 · Cited by 28 · cited 1× · see citing works
“Moreover, VR-CBT interventions can help mitigate the stigma associated with seeking mental health support (Seuling et al., 2024; Wu et al., 2021), which may improve accessibility for patients who might otherwise avoid treatment due to fear of judgment.”
Dellazizzo, L., Potvin, S., Bahig, S., & Dumais, A. (2019) · Schizophrenia · doi:10.1038/s41537-019-0079-7 · Cited by 27 · see citing works
Ibrahim, S., Li, M., Patel, J., & Katapally, T. (2025) · Comput. Biol. Medicine · doi:10.1016/j.compbiomed.2025.109859 · Cited by 26 · see citing works
Self-citationOptimising Exposure for Children and Adolescents with Anxiety, OCD and PTSD: A Systematic Review
Plaisted, H., Waite, P., Gordon, K., & Creswell, C. (2021) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-020-00335-z · Cited by 25 · see citing works
Virtual reality with distractors to overcome public speaking anxiety in university students
Rodero, E., & Larrea, O. (2022) · Comunicar · doi:10.3916/c72-2022-07 · Cited by 23 · see citing works
Azimisefat, P., de Jongh, A., Rajabi, S., Kanske, P., & Jamshidi, F. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.919148 · Cited by 23 · see citing works
Katapally, T. R., & Chu, L. M. (2020) · BMJ Open · doi:10.1136/bmjopen-2020-036787 · Cited by 22 · see citing works
Self-citationArmijo-Olivo, S. L., Mohamad, N., de Oliveira‐Souza, A. I. S., de Castro‐Carletti, E. M., Ballenberger, N., & Fuentes, J. (2021) · American Journal of Physical Medicine & Rehabilitation · doi:10.1097/phm.0000000000001893 · Cited by 22 · see citing works
Harty, S., Enrique, Á., Akkol‐Solakoglu, S., Adegoke, A., Farrell, H., Connon, G., Ward, F., Kennedy, C., Chambers, D., & Richards, D. (2023) · International Journal of Mental Health Systems · doi:10.1186/s13033-023-00592-9 · Cited by 22 · see citing works
Region-specific inhibition of 14-3-3 proteins induces psychomotor behaviors in mice
Graham, K. C., Zhang, J., Qiao, H., Wu, Y., & Zhou, Y. (2019) · Schizophrenia · doi:10.1038/s41537-018-0069-1 · Cited by 19 · see citing works
Duncan, L., Georgiades, K., Wang, L., Edwards, J., & Comeau, J. (2022) · Epidemiology and Psychiatric Sciences · doi:10.1017/s204579602200018x · Cited by 19 · see citing works
A Call to Expand the Scope of Digital Phenotyping
Boer, C. D., Ghomrawi, H., Zeineddin, S. A., Linton, S. C., Kwon, S., & Abdullah, F. (2022) · Journal of Medical Internet Research · doi:10.2196/39546 · Cited by 19 · see citing works
Miller, I., Peake, E., Strauss, G., Vierra, E., Koepsell, X., Shalchi, B., Padmanabhan, A., & Lake, J. (2023) · JMIR Formative Research · doi:10.2196/43260 · Cited by 19 · see citing works
Paul, M., Bullock, K., Bailenson, J., & Burns, D. (2023) · JMIR Mental Health · doi:10.2196/52326 · Cited by 19 · see citing works
Ong, T., Barrera, J. F., Sunkara, C., Soni, H., Ivanova, J., Cummins, M. R., Schuler, K. R., Wilczewski, H., Welch, B. M., & Bunnell, B. E. (2024) · Frontiers in Virtual Reality · doi:10.3389/frvir.2024.1332874 · Cited by 19 · see citing works
The feasibility of verbal and virtual reality exposure for youth with academic performance worry
Whiteside, S. P. H., Brennan, E., Biggs, B. K., Vickers, K. S., Hathaway, J. C., Seifert, S. J., Kramer, K. M., & Hofschulte, D. R. (2020) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2020.102298 · Cited by 16 · see citing works
Stasolla, F. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.720626 · Cited by 16 · see citing works
Kruse, C. S., Sen, K., Armenta, V., Hubbard, N., & Brooks, R. (2022) · Healthcare · doi:10.3390/healthcare10101845 · Cited by 16 · see citing works
Mitchell, R. J., McMaugh, A. L., Schniering, C. A., Cameron, C. M., Lystad, R. P., Badgery‐Parker, T., & Nielssen, O. B. (2021) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/00048674211061684 · Cited by 15 · see citing works
Digital phenotyping: how it could change mental health care and why we should all keep up
Jilka, S., & Giacco, D. (2024) · Journal of Mental Health · doi:10.1080/09638237.2024.2395537 · Cited by 15 · see citing works
Li, M., Patel, J., & Katapally, T. R. (2025) · PLoS ONE · doi:10.1371/journal.pone.0315313 · Cited by 15 · see citing works
Self-citationImmersive Virtual Reality Exposures for the Treatment of Childhood Anxiety
Ramsey, K. A., Essoe, J. K.-Y., Boyle, N., Patrick, A. K., & Mcguire, J. F. (2023) · Child Psychiatry & Human Development · doi:10.1007/s10578-023-01628-4 · Cited by 14 · see citing works
Curiosity, Exploration, and Children’s Understanding of Learning
Sobel, D. M., & Letourneau, S. M. (2018) · Springer eBooks · doi:10.1007/978-3-319-77182-3_4 · Cited by 12 · see citing works
Feasibility trial of virtual reality exposure therapy for selective mutism
Tan, Y. R., Ooi, Y. P., Ang, R. P.-H., Goh, D. H., Kwan, C. H., Fung, D. S. S., & Sung, S. C. (2021) · Clinical Child Psychology and Psychiatry · doi:10.1177/13591045211056920 · Cited by 12 · see citing works
Hu, Z., Yao, J., He, L., Li, X., & Guo, Y. (2024) · Journal of Pediatric Nursing · doi:10.1016/j.pedn.2024.07.027 · Cited by 12 · see citing works
Rejbrand, C., Fure, B., & Sonnby, K. (2023) · Upsala Journal of Medical Sciences · doi:10.48101/ujms.v128.9289 · Cited by 11 · see citing works
Wechsler, T. F., Kocur, M., Schumacher, S., Rubenbauer, M., Ruider, A., Brockelmann, M., Lankes, M., Wolff, C. G., & Mühlberger, A. (2023) · Clinical Child Psychology and Psychiatry · doi:10.1177/13591045231194103 · Cited by 10 · see citing works
Dhunnoo, P., Wetzlmair-Kephart, L.-C., & O’Carroll, V. (2024) · Sci · doi:10.3390/sci6020019 · Cited by 10 · see citing works
Katapally, T. R. (2024) · Frontiers in Digital Health · doi:10.3389/fdgth.2024.1399992 · Cited by 6 · see citing works
Self-citationSurveillance of Child and Youth Mental Disorders and Associated Service Use in Canada
Edwards, J., Kurdyak, P. A., Waddell, C., Patten, S. B., Reid, G. J., Campbell, L. A., & Georgiades, K. (2023) · The Canadian Journal of Psychiatry · doi:10.1177/07067437231182059 · Cited by 5 · see citing works
The impact of technology on mental health
Zohuri, B., & McDaniel, P. (2022) · Elsevier eBooks · doi:10.1016/b978-0-323-95416-7.00009-2 · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 4
- Chand, S. P., Kuckel, D. P., & Huecker, M. R. (2024). Cognitive Behavior Therapy. In StatPearls. StatPearls Publishing. http://www.ncbi.nlm.nih.gov/books/NBK470241/
- Fink, M., Akimova, E., Spindelegger, C., Hahn, A., Lanzenberger, R., & Kasper, S. (2009). Social anxiety disorder: Epidemiology, biology and treatment. Psychiatria Danubina, 21(4), 533-542. Scopus.
- Sülter, R. E., Ketelaar, P. E., & Lange, W.-G. (2022b). SpeakApp-Kids! Virtual reality training to reduce fear of public speaking in children -A proof of concept. Computers & Education, 178, 104384. https://doi.org/10.1016/j.compedu.2021.104384 · DOI · Paper page
- Tan, Y. L., Chang, V. Y. X., Ang, W. H. D., Ang, W. W., & Lau, Y. (2025b). Virtual reality exposure therapy for social anxiety disorders: A meta-analysis and meta-regression of randomized controlled trials. Anxiety, Stress, & Coping, 0(0), 1-20. https://doi.org/10.1080/10615806.2024.2392195 · DOI
Cited by
Sorted by citations
Zhou, Z., Zhou, Y., Ouyang, B., Man, S. S., & Chan, A. H. S. (2026) · Healthcare · doi:10.3390/healthcare14131978
Alevizopoulos, A. G., Anastasiou, G. G., Kritikos, I., Alevizopoulou, M., & Alevizopoulos, G. (2026) · Biosensors · doi:10.3390/bios16050265
- Authors
- Li, M., Patel, J., Ibrahim, S., & Katapally, T. R.
- Affiliations
- Western University (CA)
- Corresponding author
- Katapally, Tarun Reddy
- Venue
- medRxiv
- Publisher
- openRxiv
- Published
- 2025-08-24
- OpenAlex
- W4413480847
- Cited by
- 2
- References
- 114
- Citations by year
- 2026: 2
- Type
- posted content
- Language
- en
- Open access
- green
- doi.org
- Licence
- Locations
- medRxiv (acceptedVersion, cc-by)
- Topics
- Physical Sciences › Computer Science › Human-Computer Interaction › Virtual Reality Applications and Impacts
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- virtual reality exposure therapy, psychiatric symptoms, head-mounted displays, gamification, medication adherence, access to mental health care
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review