Virtual Reality in Health Care: Bibliometric Analysis
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Abstract
Background: Research into the application of virtual reality technology in the health care sector has rapidly increased, resulting in a large body of research that is difficult to keep up with. Objective: We will provide an overview of the annual publication numbers in this field and the most productive and influential countries, journals, and authors, as well as the most used, most co-occurring, and most recent keywords. Methods: Based on a data set of 356 publications and 20,363 citations derived from Web of Science, we conducted a bibliometric analysis using BibExcel, HistCite, and VOSviewer. Results: The strongest growth in publications occurred in 2020, accounting for 29.49% of all publications so far. The most productive countries are the United States, the United Kingdom, and Spain; the most influential countries are the United States, Canada, and the United Kingdom. The most productive journals are the Journal of Medical Internet Research (JMIR), JMIR Serious Games, and the Games for Health Journal; the most influential journals are Patient Education and Counselling, Medical Education, and Quality of Life Research. The most productive authors are Riva, del Piccolo, and Schwebel; the most influential authors are Finset, del Piccolo, and Eide. The most frequently occurring keywords other than “virtual” and “reality” are “training,” “trial,” and “patients.” The most relevant research themes are communication, education, and novel treatments; the most recent research trends are fitness and exergames. Conclusions: The analysis shows that the field has left its infant state and its specialization is advancing, with a clear focus on patient usability.
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Most articles on VR in health, in general, have been published in the United States.
“This trend denotes a divergence in the topics related to VR in health because most articles on VR in health, in general, have been published in the United States [50].”
From Immersive technologies for depression care: scoping review (2024) · cites this paper as [50]
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Zhang, Z., Qi, B., Xu, Y., Yan, J., & Gao, B. (2021) · Journal of Healthcare Engineering · doi:10.1155/2021/6645515 · Cited by 4 · see citing works
RetractedEngineering, J. O. H. (2023) · Journal of Healthcare Engineering · doi:10.1155/2023/9846747 · Cited by 2 · see citing works
RetractedMoher, D. (2001) · JAMA · doi:10.1001/jama.285.15.1987 · Cited by 2,545 · see citing works
Pakulski, J., Best, H., Christmas-Best, & Horrman-Lange, U. (2012) · eCite Digital Repository (University of Tasmania) · Cited by 1,782 · see citing works
Cipresso, P., Giglioli, I. A. C., Alcañíz, M., & Riva, G. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.02086 · Cited by 1,136 · see citing works
Carl, E., Stein, A. T., Levihn-Coon, A., Pogue, J. R., Rothbaum, B., Emmelkamp, P., Asmundson, G. J. G., Carlbring, P., & Powers, M. B. (2019) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2018.08.003 · Cited by 889 · see citing works
A review of immersive virtual reality serious games to enhance learning and training
Checa, D., & Bustillo, A. (2019) · Multimedia Tools and Applications · doi:10.1007/s11042-019-08348-9 · Cited by 721 · see citing works
Reis, R. S., Salvo, D., Ogilvie, D., Lambert, E. V., Goenka, S., & Brownson, R. C. (2016) · The Lancet · doi:10.1016/s0140-6736(16)30728-0 · Cited by 719 · see citing works
Artificial Intelligence in Health Care: Bibliometric Analysis
Guo, Y., Hao, Z., Zhao, S., Gong, J., & Yang, F. (2020) · Journal of Medical Internet Research · doi:10.2196/18228 · Cited by 493 · see citing works
Some bibliometric procedures for analyzing and evaluating research fields
Gutiérrez-Salcedo, M., Martínez, M. Á., Moral-Muñoz, J. A., Herrera‐Viedma, E., & Cobo, M. J. (2017) · Applied Intelligence · doi:10.1007/s10489-017-1105-y · Cited by 474 · see citing works
Recent Progress in Virtual Reality Exposure Therapy for Phobias: A Systematic Review
Botella, C., Fernández-Álvarez, J., Guillén, V., García-Palacios, A., & Baños, R. (2017) · Current Psychiatry Reports · doi:10.1007/s11920-017-0788-4 · Cited by 460 · see citing works
Hoffman, H. G., Patterson, D. R., & Carrougher, G. J. (2000) · Clinical Journal of Pain · doi:10.1097/00002508-200009000-00010 · Cited by 431 · see citing works
McCloy, R. F., & Stone, R. (2001) · BMJ · doi:10.1136/bmj.323.7318.912 · Cited by 329 · see citing works
Turolla, A., Dam, M., Ventura, L., Tonin, P., Agostini, M., Zucconi, C. S., Kiper, P., Cagnin, A., & Piron, L. (2013) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/1743-0003-10-85 · Cited by 322 · see citing works
Bibliometric performance measures
Narin, F., & Hamilton, K. (1996) · Scientometrics · doi:10.1007/bf02129596 · Cited by 235 · see citing works
Zheng, J., Chan, K. W., & Gibson, I. (1998) · IEEE Potentials · doi:10.1109/45.666641 · Cited by 196 · see citing works
Virtual Reality: Low-Cost Tools and Resources for the Classroom
Brown, A., & Green, T. (2016) · TechTrends · doi:10.1007/s11528-016-0102-z · Cited by 160 · see citing works
Veling, W., Lestestuiver, B., Jongma, M., Hoenders, R. H. J., & van Driel, C. M. G. (2021) · Journal of Medical Internet Research · doi:10.2196/17233 · Cited by 156 · see citing works
Kron, F. W., Fetters, M. D., Scerbo, M. W., White, C. B., Lypson, M. L., Padilla, M. A., Gliva‐McConvey, G. A., Belfore, L. A., West, T. D., Wallace, A. M., et al. (2016) · Patient Education and Counseling · doi:10.1016/j.pec.2016.10.024 · Cited by 151 · see citing works
Baños, R., Espinoza, M., García‐Palacios, A., Cervera, J. M., Esquerdo, G., Barrajón, E., & Botella, C. (2012) · Supportive Care in Cancer · doi:10.1007/s00520-012-1520-x · Cited by 142 · see citing works
Minderer, M., Harvey, C. D., Donato, F., & Moser, E. I. (2016) · Nature · doi:10.1038/nature17899 · Cited by 137 · see citing works
Heim, M. (1998) · Oxford University Press eBooks · doi:10.1093/oso/9780195104264.001.0001 · Cited by 134 · see citing works
Virtual Reality for Health Care: The Status of Research
Riva, G. (2002) · CyberPsychology & Behavior · doi:10.1089/109493102760147213 · Cited by 127 · see citing works
The need for standards in bibliometric research and technology
Glänzel, W. (1996) · Scientometrics · doi:10.1007/bf02018475 · Cited by 119 · see citing works
Moreno, F. C., González‐Serrano, M. H., Cadavieco, J. F., & Tascón, M. G. (2020) · Sustainability · doi:10.3390/su12072728 · Cited by 117 · see citing works
Sipatchin, A., Wahl, S., & Rifai, K. (2021) · Healthcare · doi:10.3390/healthcare9020180 · Cited by 113 · see citing works
Feyzioğlu, Ö., Dinçer, S. T., Akan, A., & Algün, C. (2020) · Supportive Care in Cancer · doi:10.1007/s00520-019-05287-x · Cited by 112 · see citing works
Exergaming With Beat Saber: An Investigation of Virtual Reality Aftereffects
Szpak, A., Michalski, S. C., & Loetscher, T. (2020) · Journal of Medical Internet Research · doi:10.2196/19840 · Cited by 106 · see citing works
Alahmari, K. A., Sparto, P. J., Marchetti, G. F., Redfern, M. S., FURMAN, J. M. R., & Whitney, S. L. (2014) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2013.2294904 · Cited by 105 · see citing works
Impact of Telerehabilitation for Stroke-Related Deficits
Knepley, K. D., Mao, J. Z., Wieczorek, P., Okoye, F., Jain, A. P., & Harel, N. Y. (2020) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2020.0019 · Cited by 96 · see citing works
Tielman, M. L., Neerincx, M. A., Bidarra, R., Kybartas, B., & Brinkman, W.-P. (2017) · Journal of Medical Systems · doi:10.1007/s10916-017-0771-y · Cited by 94 · see citing works
The race to the top among the world’s leaders in artificial intelligence
Savage, N. (2020) · Nature · doi:10.1038/d41586-020-03409-8 · Cited by 87 · see citing works
Virtual reality in medicine: a brief overview and future research directions
Mazurek, J., Kiper, P., Cieślik, B., Rutkowski, S., Mehlich, K., Turolla, A., & Szczepańska-Gieracha, J. (2019) · Human Movement · doi:10.5114/hm.2019.83529 · Cited by 86 · see citing works
Parolo, P. D. B., Parolo, P. D. B., Pan, R. P. R. K., Pan, R. P. R. K., Becattini, F., Becattini, F., Dankulov, M. M., Dankulov, M. M., Chatterjee, A., Chatterjee, A., et al. (2014) · Physics Today · doi:10.1063/pt.5.2012 · Cited by 86 · see citing works
The 2014 Nobel Prize in Physiology or Medicine: A Spatial Model for Cognitive Neuroscience
Burgess, N. (2014) · Neuron · doi:10.1016/j.neuron.2014.12.009 · Cited by 84 · see citing works
The reality of virtual reality
Yoh, M. (2002) · International Conference on Virtual Systems and Multimedia (VSMM) · doi:10.1109/vsmm.2001.969726 · Cited by 83 · see citing works
Low-cost headsets boost virtual reality’s lab appeal
Castelvecchi, D. (2016) · Nature · doi:10.1038/533153a · Cited by 83 · see citing works
Using Virtual Reality to Improve Apathy in Residential Aged Care: Mixed Methods Study
Saredakis, D., Keage, H. A., Corlis, M., & Loetscher, T. (2020) · Journal of Medical Internet Research · doi:10.2196/17632 · Cited by 82 · see citing works
Torpil, B., Şahın, S., Pekçetin, S., & Uyanık, M. (2020) · Games for Health Journal · doi:10.1089/g4h.2020.0086 · Cited by 80 · see citing works
Riva, G., Gaggioli, A., Grassi, A., Raspelli, S., Cipresso, P., Pallavicini, F., Cinzia, V., Andrea, G., Stefano, G., & Donvito, G. (2011) · Studies in health technology and informatics · doi:10.3233/978-1-60750-706-2-493 · Cited by 80 · see citing works
Promoting Reminiscences with Virtual Reality Headsets: A Pilot Study with People with Dementia
Coelho, T., Marques, C., Moreira, D., Soares, M., Portugal, P., Marques, A., Ferreira, A. R., Martins, S., & Fernandes, L. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17249301 · Cited by 79 · see citing works
García‐Bravo, S., Cano‐de‐la‐Cuerda, R., Domínguez-Paniagua, J., Campuzano-Ruiz, R., Copete, E. B., López-Navas, M. J., Araújo-Narváez, A., García‐Bravo, C., Flórez-García, M. T., Botas, J., et al. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17228472 · Cited by 65 · see citing works
Human Factors Consideration in Clinical Applications of Virtual Reality
Lewis Christopher, H., & Griffin Michael, J. (1997) · Studies in health technology and informatics · doi:10.3233/978-1-60750-888-5-35 · Cited by 63 · see citing works
Health Care Simulation in Developing Countries and Low-Resource Situations
Martinerie, L., Rasoaherinomenjanahary, F., Ronot, M., Fournier, P., Dousset, B. E., Tesnière, A., Mariette, C., Gaujoux, S., & Gronnier, C. (2018) · Journal of Continuing Education in the Health Professions · doi:10.1097/ceh.0000000000000211 · Cited by 60 · see citing works
Sustainable Business Models: A Bibliometric Performance Analysis
Marczewska, M., & Kostrzewski, M. (2020) · Energies · doi:10.3390/en13226062 · Cited by 58 · see citing works
Farič, N., Yorke, E., Varnes, L., Newby, K. V., POTTS, H. W. W., Smith, L., Hon, A., Steptoe, A., & Fisher, A. (2019) · JMIR Serious Games · doi:10.2196/11960 · Cited by 57 · see citing works
Rehabilitation using virtual reality technology: a bibliometric analysis, 1996–2015
Huang, Y., Huang, Q., Ali, S., Zhai, X., Bi, X., & Liu, R. (2016) · Scientometrics · doi:10.1007/s11192-016-2117-9 · Cited by 56 · see citing works
Exploring the application of mixed reality in Nurse education
Frost, J. S., Delaney, L., & Fitzgerald, R. (2019) · BMJ Simulation & Technology Enhanced Learning · doi:10.1136/bmjstel-2019-000464 · Cited by 53 · see citing works
Farič, N., Smith, L., Hon, A., POTTS, H. W. W., Newby, K. V., Steptoe, A., & Fisher, A. (2020) · Journal of Medical Internet Research · doi:10.2196/18161 · Cited by 49 · see citing works
Jones, S., & Dawkins, S. (2017) · Progress in IS · doi:10.1007/978-3-319-64027-3_13 · Cited by 47 · see citing works
Wehden, L.-O., Reer, F., Janzik, R., Tang, W. Y., & Quandt, T. (2021) · Media and Communication · doi:10.17645/mac.v9i1.3170 · Cited by 46 · see citing works
Heim, M. (1998) · Oxford University Press eBooks · doi:10.1093/oso/9780195104264.003.0007 · Cited by 46 · see citing works
Cipresso, P., Serino, S., & Riva, G. (2016) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-016-0276-5 · Cited by 42 · see citing works
Schaer, P. (2013) · Social Science Open Access Repository (GESIS – Leibniz Institute for the Social Sciences) · doi:10.12759/hsr.38.2013.3.267-281 · Cited by 40 · see citing works
E-virtual reality exposure therapy in acrophobia: A pilot study
Levy, F., Leboucher, P., Rautureau, G., & Jouvent, R. (2015) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x15598243 · Cited by 40 · see citing works
Şenel, E., & Demir, E. (2014) · Dermatologica Sinica · doi:10.1016/j.dsi.2014.10.003 · Cited by 38 · see citing works
Breitkreuz, K. R., Kardong‐Edgren, S., Gilbert, G. E., DeBlieck, C. J., Maske, M., Hallock, C., Lanzara, S., Parrish, K., Rossler, K. L., Turkelson, C. L., et al. (2020) · Simulation & Gaming · doi:10.1177/1046878120954891 · Cited by 37 · see citing works
Abbas, R. L., Cooreman, D., Sultan, H. A., El-Nayal, M., Saab, I. M., & Khatib, A. E. (2021) · Games for Health Journal · doi:10.1089/g4h.2020.0028 · Cited by 36 · see citing works
McMichael, L., Farič, N., Newby, K. V., POTTS, H. W. W., Hon, A., Smith, L., Steptoe, A., & Fisher, A. (2020) · JMIR Serious Games · doi:10.2196/14920 · Cited by 31 · see citing works
Advances in virtual reality are wide ranging
Rubino, F. (2002) · BMJ · doi:10.1136/bmj.324.7337.612 · Cited by 30 · see citing works
Virtual reality and dementia: A bibliometric analysis
Sobral, M., & Pestana, M. H. D. A. P. E. (2020) · The European Journal of Psychiatry · doi:10.1016/j.ejpsy.2020.04.004 · Cited by 29 · 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
Zeuwts, L., Vansteenkiste, P., Deconinck, F. J. A., Cardon, G., & Lenoir, M. (2017) · Accident Analysis & Prevention · doi:10.1016/j.aap.2017.08.024 · Cited by 23 · see citing works
Ahmadpour, N., Weatherall, A., Menezes, M. J., Yoo, S., Hong, H., & Wong, G. K. (2020) · Journal of Medical Internet Research · doi:10.2196/19752 · Cited by 23 · see citing works
The Physical-Virtual Patient Simulator
Daher, S., Hochreiter, J. E., Schubert, R., González, L., Cendan, J. C., Anderson, M., Díaz, D. A., & Welch, G. (2019) · Simulation in Healthcare The Journal of the Society for Simulation in Healthcare · doi:10.1097/sih.0000000000000409 · Cited by 22 · see citing works
Tobler-Ammann, B., Sürer, E., de Bruin, E. D., Rabuffetti, M., Borghese, N. A., Mainetti, R., Pirovano, M., Wittwer, L., & Knols, R. H. (2017) · JMIR Serious Games · doi:10.2196/games.7923 · Cited by 21 · see citing works
Autonomous Psychological Support for Isolation and Confinement
Lyons, K. D., Slaughenhaupt, R. M., Mupparaju, S., Lim, J. S., Anderson, A. P., Stankovic, A. S., Cowan, D. R., Fellows, A. M., Binsted, K. A., & Buckey, J. C. (2020) · Aerospace Medicine and Human Performance · doi:10.3357/amhp.5705.2020 · Cited by 21 · see citing works
Virtual Reality in Medicine — Going Beyond the Limits
Graur, F. (2014) · InTech eBooks · doi:10.5772/59277 · Cited by 20 · see citing works
Gilardi, F., Falco, F. D., Casasanta, D., Andellini, M., Gazzellini, S., Petrarca, M., Morocutti, A., Lettori, D., Ritrovato, M., Castelli, E., et al. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17103503 · Cited by 20 · see citing works
Ebert, C. (2015) · IEEE Software · doi:10.1109/ms.2015.142 · Cited by 19 · see citing works
Ayuso, D. M. R., Alcántara-Vázquez, P., Almenara-García, A., Nuñez-Camarero, I., Triviño-Juárez, J. M., Ariza‐Vega, P., Molina, J. P., & González, P. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17124198 · Cited by 17 · see citing works
Shahmoradi, L., Almasi, S., Ghotbi, N., & Gholamzadeh, M. (2020) · Journal of Education and Health Promotion · doi:10.4103/jehp.jehp_736_19 · Cited by 17 · see citing works
Predictors for Positive Response to Home Kinematic Training in Chronic Neck Pain
Bahat, H. S., Hadar, D., & Treleaven, J. M. (2020) · Journal of Manipulative and Physiological Therapeutics · doi:10.1016/j.jmpt.2019.12.008 · Cited by 16 · see citing works
Trait and State Craving as Indicators of Validity of VR-based Software for Binge Eating Treatment
Pla‐Sanjuanelo, J., Marta, F.-G., Gutiérrez‐Maldonado, J., Vilalta‐Abella, F., Andreu‐Gracia, A., Dakanalis, A., Fernández‐Aranda, F., Adela, F.-E., Joan, R.-S., Riva, G., et al. (2015) · Studies in health technology and informatics · doi:10.3233/978-1-61499-595-1-141 · Cited by 14 · see citing works
Proceedings Seventh International Conference on Virtual Systems and Multimedia
(2001) · International Conference on Virtual Systems and Multimedia (VSMM) · doi:10.1109/vsmm.2001.969648 · Cited by 13 · see citing works
Silva, É. C. G. E., Lange, B. S., Bacha, J. M. R., & Pompeu, J. E. (2020) · Games for Health Journal · doi:10.1089/g4h.2019.0192 · Cited by 11 · see citing works
Contemporary Perspective on Child Psychology and Education
Çetinkaya, Ş. (2018) · InTech eBooks · doi:10.5772/intechopen.69671 · Cited by 9 · see citing works
Niki, K., Okamoto, Y., Maeda, I., & Ueda, M. (2019) · Journal of Palliative Medicine · doi:10.1089/jpm.2019.0487 · Cited by 9 · see citing works
Validation of VR-based Software for Binge Eating Treatment: Preliminary Data
Marta, F.-G., Gutiérrez‐Maldonado, J., Mario, A.-L., Lobera-Espi, X., Pla‐Sanjuanelo, J., & Vilalta‐Abella, F. (2014) · Studies in health technology and informatics · doi:10.3233/978-1-61499-401-5-146 · Cited by 8 · see citing works
The Thousand Faces of Virtual Reality
Sik‐Lányi, C. (2014) · InTech eBooks · doi:10.5772/58637 · Cited by 8 · see citing works
Exploring Virtual Reality for the Assessment and Rehabilitation of Executive Functions
Pedroli, E., Serino, S., Pallavicini, F., Cipresso, P., & Riva, G. (2018) · International Journal of Virtual and Augmented Reality · doi:10.4018/ijvar.2018010103 · Cited by 8 · see citing works
Surgical virtual reality - highlights in developing a high performance surgical haptic device.
Custură-Crăciun, D., Cochior, D., Constantinoiu, S., & Neagu, C. (2013) · PubMed · Cited by 6 · see citing works
Postural Instability and Seasickness in a Motion-Based Shooting Simulation
Pettijohn, K. A., Pistone, D. V., Warner, A. L., Roush, G., & Biggs, A. T. (2020) · Aerospace Medicine and Human Performance · doi:10.3357/amhp.5539.2020 · Cited by 5 · see citing works
The research status on virtual reality by using of bibliometric analysis
Zhang, T., & Liu, A. (2010) · International Conference on Computer Engineering and Technology · doi:10.1109/iccet.2010.5485415 · Cited by 3 · see citing works
CyberTherapy II, Virtual Healing, Designing Reality
Wiederhold, B. K. (2006) · PsycEXTRA Dataset · doi:10.1037/e547182006-001 · Cited by 2 · see citing works
Tunney, N. M., & Perlow, E. R. (2021) · Internet Journal of Allied Health Sciences and Practice · doi:10.46743/1540-580x/2021.1951 · Cited by 2 · see citing works
Flagged first, then by citations
1 of the 87 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- [15]The 2014 Nobel Prize in Physiology or Medicine Nobel Prize 2014 2021-05-07 https://www.nobelprize.org/prizes/medicine/2014/press-release
- [31]Cipresso P Giglioli IAC Raya MA Riva G The Past, Present, and Future of Virtual and Augmented Reality Research: A Network and Cluster Analysis of the Literature Front Psychol 2018 9 2086 10.3389/fpsyg.2018.02086 10.3389/fpsyg.2018.02086 30459681 30459681 PMC6232426 · DOI
- [44]Wiederhold BK Riva G Wiederhold MD Annual Review of Cybertherapy and Telemedicine 2015: Virtual Reality in Healthcare: Medical Simulation and Experiential Interface 2016 Amsterdam, Berlin, Washington DC IOS Press
Cited by
Sorted by citations
Guo, Q., Zhang, L., Gui, C., Chen, G., Chen, Y., Tan, H., Su, W., Zhang, R., & Gao, Q. (2023) · Journal of Medical Internet Research · doi:10.2196/38256 · Cited by 58 · see citing works
Zhao, J., Lu, Y., Zhou, F., Mao, R., & Fei, F. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.906715 · Cited by 55 · see citing works
Virtual reality in digital marketing: research agenda based on bibliometric reflection
Zaki, H. O., Fernandez, D., Dastane, O., Aman, A. B., & Sanusi, S. (2023) · Marketing Intelligence & Planning · doi:10.1108/mip-12-2022-0568 · Cited by 47 · see citing works
Helou, S., Khalil, N., Daou, M., & Helou, E. E. (2023) · Digital Health · doi:10.1177/20552076231178619 · Cited by 47 · see citing works
Denche-Zamorano, Á. M., Rodríguez-Redondo, Y., My works are correct, B. M. I. A. A. I. S. R. L. M. T. I. D. A.-M., Mendoza-Muñoz, M., Castillo-Paredes, A., Rojo-Ramos, J., García-Gordillo, M. Á., & Adsuar, J. C. (2023) · Sensors · doi:10.3390/s23062987 · Cited by 49 · see citing works
Virtual Reality Technology in Cognitive Rehabilitation Application: Bibliometric Analysis
He, D., Cao, S., Le, Y., Wang, M., Chen, Y., & Qian, B. (2022) · JMIR Serious Games · doi:10.2196/38315 · Cited by 71 · see citing works
Hermans, A. N. L., Betz, K., Verhaert, D. V. M., den Uijl, D. W., Clerx, K. J. H., Debie, L., Lahaije, M., Vernooy, K., Linz, D., & Weijs, B. (2023) · EP Europace · doi:10.1093/europace/euac246 · Cited by 39 · see citing works
Ağaç, G., Sevim, F., Celik, O., Bostan, S., Erdem, R., & Yalcin, Y. I. (2023) · Library Hi Tech · doi:10.1108/lht-04-2023-0168 · Cited by 42 · see citing works
Telemedicine Applications for Cancer Rehabilitation: Scoping Review
Rocco, P., Reátegui-Rivera, C. M., & Finkelstein, J. (2024) · JMIR Cancer · doi:10.2196/56969 · Cited by 38 · see citing works
Artificial Intelligence in Kidney Disease: A Comprehensive Study and Directions for Future Research
Wu, C.-C., Islam, M. M., Poly, T. N., & Weng, Y.-C. (2024) · Diagnostics · doi:10.3390/diagnostics14040397 · Cited by 28 · see citing works
Gebreheat, G., Goman, A. M., & Porter-Armstrong, A. P. (2023) · Clinical Rehabilitation · doi:10.1177/02692155231189257 · Cited by 24 · see citing works
Guo, Q., Zhang, L., Han, L., Gui, C., Chen, G., Ling, C., Wang, W., & Gao, Q. (2024) · JMIR Serious Games · doi:10.2196/42829 · Cited by 24 · see citing works
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Guo, Q., He, L., Su, W. C., Tan, H., Han, L., Gui, C., Chen, Y., Jiang, H., & Gao, Q. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.1042618 · Cited by 22 · see citing works
Schreiter, M., Hennrich, J., Wolf, A. L., & Eymann, T. (2025) · Journal of Medical Internet Research · doi:10.2196/62649 · Cited by 19 · see citing works
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Kaçmaz, K. Ş., & Kaçmaz, C. (2023) · Current Pediatric Reviews · doi:10.2174/1573396319666230214103103 · Cited by 17 · see citing works
QuickAware: a virtual reality tool for quick clay landslide hazard awareness
Alene, G. H., Depina, I., Thakur, V. K. S., Perkis, A., & Bruland, O. (2023) · Natural Hazards · doi:10.1007/s11069-023-06274-6 · Cited by 17 · see citing works
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Tsekhmister, Y. V., Konovalova, T., Bashkirova, L., Savitskaya, M., & Tsekhmister, B. (2023) · Journal Of Biochemical Technology · doi:10.51847/r5wjfvz1bj · Cited by 15 · see citing works
Chen, Y., Zhang, Y., Long, X., Tu, H., & Chen, J. (2025) · Journal of Medical Internet Research · doi:10.2196/64742 · Cited by 13 · see citing works
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Avilés-Castillo, F., Buele, J., & Palacios-Navarro, G. (2025) · IEEE Access · doi:10.1109/access.2025.3554434 · Cited by 12 · see citing works
BALTACI, N., Bal, S., Koç, E., & Edis, E. K. (2024) · Revista da Associação Médica Brasileira · doi:10.1590/1806-9282.20231599 · Cited by 12 · see citing works
Popa, A. L., Ţarcă, N. N., Sasu, D. V., Bodog, S. A., Roșca, R. D., & Tarcza, T. M. (2022) · Sustainability · doi:10.3390/su141710499 · Cited by 12 · see citing works
Immersive technologies in health professions education: A bibliometric analysis
Li, S. (2024) · Computers & Education X Reality · doi:10.1016/j.cexr.2024.100051 · Cited by 19 · see citing works
Barja–Ore, J., Liñán-Bermúdez, A., & Mayta‐Tovalino, F. (2023) · Educación Médica · doi:10.1016/j.edumed.2023.100831 · Cited by 15 · see citing works
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Gorupec, N., Brehmer, N., Tiberius, V., & Kraus, S. (2022) · The Irish Journal of Management · doi:10.2478/ijm-2022-0003 · Cited by 9 · see citing works
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Cant, R., & Ryan, C. L. (2022) · Clinical Simulation in Nursing · doi:10.1016/j.ecns.2022.08.007 · Cited by 8 · see citing works
Bjelovučić, R., Bak, J., Wolff, J., & Taneja, P. (2023) · BDJ · doi:10.1038/s41415-023-6388-2 · Cited by 7 · see citing works
Prahanı, B. K., Nisa, K., Jatmiko, B., Suprapto, N., Amelia, T., & Candrawati, E. (2022) · International Journal of Online and Biomedical Engineering (iJOE) · doi:10.3991/ijoe.v18i06.30069 · Cited by 7 · see citing works
Applications of virtual reality and its effectiveness in healthcare training: a scoping review
Philip, G., & Savundranayagam, M. Y. (2024) · Health and Technology · doi:10.1007/s12553-024-00936-6 · Cited by 6 · see citing works
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Kafes, M., & İLERİ, Y. Y. (2025) · Frontiers in Virtual Reality · doi:10.3389/frvir.2025.1411075 · Cited by 7 · see citing works
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Yang, Z., Xu, Y., Wang, J., Li, W., Zhang, X., & Pan, H. (2025) · Digital Health · doi:10.1177/20552076251380652 · Cited by 6 · see citing works
Xian, J., Wu, J. G., & Lee, S. (2025) · BMC Nursing · doi:10.1186/s12912-025-03938-5 · Cited by 8 · see citing works
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Kavradım, S. T., Yangöz, Ş. T., & Özer, Z. (2023) · Advances in Nursing Science · doi:10.1097/ans.0000000000000482 · Cited by 4 · see citing works
Vibration feedback reduces perceived difficulty of virtualized fine motor task
Park, W., Jamil, M. H., & Eid, M. A. (2024) · Journal on Multimodal User Interfaces · doi:10.1007/s12193-024-00449-6 · Cited by 4 · see citing works
Evolving trends in virtual reality rehabilitation for stroke in research publications
Bargeri, S., Baggio, M., Guida, S., Castellini, G., & Gianola, S. (2024) · Archives of Physiotherapy · doi:10.33393/aop.2024.3155 · Cited by 3 · see citing works
Müller, P., Gali, H. K. R., Rajanayagam, S., Twieg, S., Jahn, P., & Hofstetter, S. (2025) · Applied Sciences · doi:10.3390/app15021002 · Cited by 3 · see citing works
Utilizing Virtual Reality for Distraction in Emergency Care
Sabinash, C. (2023) · Current Emergency and Hospital Medicine Reports · doi:10.1007/s40138-023-00280-5 · Cited by 3 · see citing works
Medical Informatics as a Concept and Field-Based Medical Informatics Research: The Case of Turkey
Damar, M., Küme, T., Yüksel, İ., Çetinkol, A. E., Pal, J. K., & Erenay, F. S. (2024) · Düzce Tıp Fakültesi Dergisi · doi:10.18678/dtfd.1410276 · Cited by 3 · see citing works
Mapping the Literature on Implementation of Blockchain in Agriculture: A Systematic Review
Jain, R. K., Sharma, A., & Sharma, D. (2023) · Emerald Group Publishing Limited eBooks · doi:10.1108/s1569-37592023000110b008 · Cited by 3 · see citing works
Kayhan, A., Köse, E., Kayhan, B., & Zeng, N. (2025) · Interactive Journal of Medical Research · doi:10.2196/66738 · Cited by 2 · see citing works
Scherpbier, I. C. A., Abrahamse, M. E., Bouwmeester, S., Belleman, R. G., Popma, A., & Lindauer, R. (2025) · JMIR Pediatrics and Parenting · doi:10.2196/60752 · Cited by 2 · see citing works
Buztepe, S., & Çapık, C. (2025) · BMC Musculoskeletal Disorders · doi:10.1186/s12891-025-09130-9 · Cited by 2 · see citing works
Alblooshi, A. S., AlMarzooqi, F. M., Alameen, M. G., Almansoori, T. M., Alderei, L., Albreiki, A. M., Ahmed, G., Al-Shamsi, S., & Alradini, F. A. (2026) · Frontiers in Medicine · doi:10.3389/fmed.2026.1787542 · Cited by 2 · see citing works
Strauch, H., Schuil, I., Simm, S., Grubert, J., Kalamkar, S., & Meißner, K. (2026) · Journal of Medical Internet Research · doi:10.2196/78212 · Cited by 2 · see citing works
Bibliometrics and knowledge map analysis of ultrasound-guided regional anesthesia
Manhai, G., Wei, W., Xiaolu, H., & Wu, J. (2023) · Open Medicine · doi:10.1515/med-2023-0813 · Cited by 2 · see citing works
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Sahai, N., Kumar, P., & Sharma, M. (2024) · Advances in hospitality, tourism and the services industry (AHTSI) book series · doi:10.4018/979-8-3693-2272-7.ch020 · Cited by 2 · see citing works
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Rodríguez-Redondo, Y., Denche-Zamorano, Á. M., Mendoza-Muñoz, M., Adsuar Jose, C., & León, K. F. (2024) · Science of Gymnastics Journal · doi:10.52165/sgj.16.2.343-363 · Cited by 1 · see citing works
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Datta, P., Kaur, A., & Mantri, A. (2023) · International Conference on Disruptive Technologies (ICDT) · doi:10.1109/icdt57929.2023.10150887 · Cited by 1 · see citing works
Advancements in Virtual Reality for Elderly Care: A Two-Decade Journey
Buele, J., Labre-Tarco, V. E., López-Albuja, M. A., Tapia-Ramos, V., & Palacios-Navarro, G. (2023) · IEEE Ecuador Technical Chapters Meeting (ETCM) · doi:10.1109/etcm58927.2023.10309039 · Cited by 1 · see citing works
Modern view of medical science and education of the future
Yuryk, O., Korylchuk, N., Вєсова, О. П., Riabushko, R., & Kaminskyy, V. (2024) · Multidisciplinary Reviews · doi:10.31893/multirev.2023spe015 · Cited by 2 · see citing works
Wang, X., Wu, Y., Li, M., Wen, J., Liu, L., Huang, W., He, Q., Liao, Y., & Cong, L. (2024) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2024.1352437 · Cited by 1 · see citing works
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Lombera, J. S. S., Solano, J. P. C., Martı́nez-Arroyo, M., Gámez, E. D. L. C., & Teresa, J. C. R. (2024) · Ciencia Latina Revista Científica Multidisciplinar · doi:10.37811/cl_rcm.v8i1.9980 · Cited by 1 · see citing works
Virtual Reality Technology in Pain Treatment Application: A Bibliometric Analysis (Preprint)Preprint
Lou, X., Cao, S., Yao, J., Shi, Y., Wang, B., He, D., & Chen, Y. (2023) · doi:10.2196/preprints.51835
Research Trends and Highlights Toward Virtual Reality in Patients With Cancer
Sezgin, M. G., & Bektaş, H. (2024) · CIN Computers Informatics Nursing · doi:10.1097/cin.0000000000001065
Role of Artificial Intelligence in Health care System
Chauhan, D., Singh, R. K., Kaur, M., Septa, A., & Jain, A. (2024) · International Journal of Pharma Professional’s Research (IJPPR) · doi:10.48165/ijppronline.2024.15103
Ahmad, M., Latif, N. E. A., Yusof, F. M., Mad, S., & Zawawi, M. M. (2024) · Information Management and Business Review · doi:10.22610/imbr.v16i1(i)s.3707
Creating a Project Design for an Application in Virtual Reality
Ivan, J., Baron, P., & Pivtorak, O. (2024) · EAI/Springer Innovations in Communication and Computing · doi:10.1007/978-3-031-59238-6_9
Rowe, A., Ellison, M. A., Narang, K., Saunders, A., Furnell, S., & Dhanda, J. (2024) · BMJ Innovations · doi:10.1136/bmjinnov-2024-001234
Key Factors Affecting the Implementation of Immersive Technologies in Ophthalmology Education
Noël, S. L., & Smuts, H. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-72234-9_34
Kayhan, A., Köse, E., Kayhan, B., & Zeng, N. (2024) · doi:10.2196/preprints.66738
Yiğit, M. S., & Başal, M. (2024) · Akademik Hassasiyetler · doi:10.58884/akademik-hassasiyetler.1479532
Bektaş, C., & Edis, E. K. (2025) · Bandırma Onyedi Eylül Üniversitesi Sağlık Bilimleri ve Araştırmaları Dergisi · doi:10.46413/boneyusbad.1523621
Aprilianty, F., Takahashi, M., & Matsuura, Y. (2025) · Communications in computer and information science · doi:10.1007/978-3-031-95901-1_10
Özsoy, H. (2025) · doi:10.1002/9781394302581.ch12
A Review on Future of Medical Technology
Pagar, P., Gholap, K. S., Surana, K. R., Mahajan, S. K., & Sonawane, D. D. (2025) · Research Journal of Science and Technology · doi:10.52711/2349-2988.2025.00026
Laboratorio de realidad virtual de manufactura aditiva e impresión 3D
Mejía, J. R. R., Mercado, H. F. C., Merino, G. Q., de Santiago, I. E. Z., & Morales, P. V. G. (2025) · Revista NeyArt · doi:10.61273/neyart.v3i5.140
Tiase, V. L., Fritz, J. M., Ferraro, J., Bayles, G., Alsaleem, A., Fiol, G. D., Kawamoto, K., Brodke, D. S., Martin, B. I., & Altizer, R. (2025) · JMIR Formative Research · doi:10.2196/73783
Virtual Reality for Healthcare Education: Applications and Research Challenges
Snehitha, P., Dhanush, N., Srivalli, P., Tumpilli, M., Panchikkil, S., & Manikandan, V. M. (2026) · IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS) · doi:10.1109/sceecs68810.2026.11429730
Chen, X., Chen, R., Xu, J., Xirefu, M., & Rong, J. (2026) · doi:10.2196/preprints.96215
Global scientific production on gamification in medical education: A bibliometric exploration
Barja–Ore, J., Guillen-Calle, B. E., Chavesta, J. J. C., Liñán-Bermúdez, A., & Zagaceta-Guevara, Z. (2026) · Journal of Education and Health Promotion · doi:10.4103/jehp.jehp_885_25
Kakkar, M., Wu, S., Girouard, A., & Teather, R. J. (2025) · Graphics Interface · doi:10.1145/3769872.3769892
Karakuluk, I., Özel, B. E., & Batuk, M. Ö. (2026) · Language Speech and Hearing Services in Schools · doi:10.1044/2026_lshss-25-00068
Architectures for Trustworthy Metaverse-Based Healthcare Ecosystems
Al-E’mari, S., Sanjalawe, Y. K., & Fataftah, F. (2026) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3373-8889-2.ch012
Aslam, J., Paris‐Alemany, A., Conde, R. D.-M., & Morales, C. R. (2026) · PeerJ · doi:10.7717/peerj.21202
Zhang, L., Zhang, X., Zhang, R., Yu, Y., Yang, Z., & Yang, L. (2026) · Frontiers in Neurology · doi:10.3389/fneur.2026.1922187
Trambert, R., Friedman, P., Jan, N., Smorra, C., Caruso, D., Ribaudo, J., Kowalski, M. O., Jameson, B., Cooper, L., & Rutledge, J. (2026) · Worldviews on Evidence-Based Nursing · doi:10.1111/wvn.70183
- Authors
- Pawassar, C. M., & Tiberius, V.
- Affiliations
- University of Potsdam (DE)
- Corresponding author
- Tiberius, Victor
- Venue
- JMIR Serious Games
- Publisher
- JMIR Publications Inc.
- Published
- 2021-12-01
- Volume
- 9
- Issue
- 4
- Pages
- e32721
- ISSN
- 2291-9279 (ISSN-L)
- PMC
- PMC8686483
- OpenAlex
- W3203891641
- Cited by
- 79
- References
- 87
- Citations by year
- 2026: 10 · 2025: 18 · 2024: 24 · 2023: 20 · 2022: 7
- FWCI
- 7.39
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- JMIR Serious Games (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- publish.UP (University of Potsdam) (submittedVersion, cc-by)
- Universität Potsdam (cc-by)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › scientometrics and bibliometrics research
- Physical Sciences › Computer Science › Human-Computer Interaction › Virtual Reality Applications and Impacts
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Psychology Research and Bibliometrics
- Keywords
- virtual reality, health care, research trends, publication growth, co-citation analysis, exergames, serious games, medical training, patient communication
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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.
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