Assessing reactivity to virtual reality alcohol based cues
Abstract
The use of virtual reality (VR) programs in behavioral science research has been gaining prominence over the past several years. In the field of substance abuse, VR cue reactivity programs have been successfully tested for feasibility in nicotine and cocaine dependent samples. Seeking to expand VR applications in alcohol cue research, a novel VR alcohol cue reactivity assessment system incorporating visual, auditory, and olfactory stimuli was developed and tested. In a controlled trial, 40 non-treatment-seeking drinkers with alcohol use disorders were exposed to VR alcohol cue environments. Subjective craving, attention to alcohol cues, and level of presence (realism of experience) in VR were assessed across the environments. Overall, subjective craving for alcohol increased across the VR alcohol-related cue environments versus VR neutral cue environments. Participants reported high levels of presence in VR, indicating that the environments were perceived as realistic and compelling. These initial findings support the use of VR based cue reactivity environments for use in alcohol cue-based treatment and research.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Bordnick et al. found that alcohol cues in virtual environments evoked higher subjective craving in alcoholics than neutral cues, and patients paid more attention to alcohol cues.
“Bordnick et al. (18) found that alcohol cues VE evoked higher subjective craving in alcoholics than neutral cues VE, and patients paid more attention to the alcohol cues.”
Cites
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,841 · see citing works
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,588 · see citing works
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,406 · see citing works
Statistical Power Analysis for the Behavioral Sciences (2nd ed.).
Lachenbruch, P. A., & Cohen, J. (1989) · Journal of the American Statistical Association · doi:10.2307/2290095 · Cited by 37,385 · see citing works
Measuring Presence in Virtual Environments: A Presence Questionnaire
Witmer, B. G., & Singer, M. J. (1998) · Presence: Teleoperators and Virtual Environments · doi:10.1162/105474698565686 · Cited by 6,371 · see citing works
Meta‐analysis of cue‐reactivity in addiction research
Carter, B. L., & Tiffany, S. T. (1999) · Addiction · doi:10.1046/j.1360-0443.1999.9433273.x · Cited by 1,638 · see citing works
Self-citationResults from the 2003 National Survey on Drug Use and Health: National Findings
(2004) · PsycEXTRA Dataset · doi:10.1037/e400442005-001 · Cited by 1,245 · see citing works
Office of National Drug Control Policy
Madras, B. K. (2010) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2009.05278.x · Cited by 859 · see citing works
Virtual Reality Exposure Therapy for Vietnam Veterans With Posttraumatic Stress Disorder
Rothbaum, B. O., Hodges, L. F., Ready, D. J., Graap, K. M., & Alarcón, R. D. (2001) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v62n0808 · Cited by 531 · see citing works
Self-citationA controlled study of virtual reality exposure therapy for the fear of flying.
Rothbaum, B. O., Hodges, L., Smith, S., Lee, J. H., & Price, L. (2000) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.68.6.1020 · Cited by 501 · see citing works
Alcohol cue reactivity, negative-mood reactivity, and relapse in treated alcoholic men.
Cooney, N. L., Litt, M. D., Morse, P. A., Bauer, L. O., & al, E. (1997) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.106.2.243 · Cited by 479 · see citing works
Alcohol cue reactivity, negative-mood reactivity, and relapse in treated alcoholic men.
Cooney, N. L., Litt, M. D., Morse, P. A., Bauer, L. O., & Gaupp, L. (1997) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.106.2.243 · Cited by 479 · see citing works
Parsons, O. A. (2004) · American Psychological Association eBooks · doi:10.1037/10198-005 · Cited by 385 · see citing works
Cue Reactivity and Cue Reactivity Interventions in Drug Dependence
Childress, A. R., Hole, A. V., Ehrman, R. N., Robbins, S. J., McLellan, A. T., & O’Brien, C. P. (1993) · PsycEXTRA Dataset · doi:10.1037/e495912006-006 · Cited by 368 · see citing works
A controlled trial of cue exposure treatment in alcohol dependence
Drummond, D. C., & Glautier, S. (1994) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.62.4.809 · Cited by 244 · see citing works
Challenges in the manipulation, assessment and interpretation of craving relevant variables
Tiffany, S. T., Carter, B. L., & Singleton, E. G. (2000) · Addiction · doi:10.1046/j.1360-0443.95.8s2.7.x · Cited by 221 · see citing works
Self-citationA controlled trial of cue exposure treatment in alcohol dependence.
Drummond, C., & Glautier, S. (1994) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.62.4.809 · Cited by 218 · see citing works
Cue exposure with coping skills treatment for male alcoholics: A preliminary investigation.
Monti, P. M., Rohsenow, D. J., Rubonis, A. V., NIAURA, R. S., Sirota, A. D., Colby, S. M., Goddard, P., & Abrams, D. B. (1993) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.61.6.1011 · Cited by 216 · see citing works
Repeated exposure of flight phobics to flights in virtual reality
Mühlberger, A., Herrmann, M. J., Wiedemann, G., Ellgring, H., & Pauli, P. (2001) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(00)00076-0 · Cited by 187 · see citing works
Rohsenow, D. J., Monti, P. M., Rubonis, A. V., Gulliver, S. B., Colby, S. M., Binkoff, J. A., & Abrams, D. B. (2001) · Addiction · doi:10.1046/j.1360-0443.2001.96811619.x · Cited by 182 · see citing works
Alcohol cue reactivity: effects of detoxification and extended exposure.
Monti, P. M., Rohsenow, D. J., Rubonis, A. V., NIAURA, R. S., Sirota, A. D., Colby, S. M., & Abrams, D. B. (1993) · Journal of Studies on Alcohol · doi:10.15288/jsa.1993.54.235 · Cited by 141 · see citing works
Anton, R. F., Drobes, D. J., Voronin, K., Durazo-Avizu, R., & Moak, D. (2004) · Psychopharmacology · doi:10.1007/s00213-003-1720-7 · Cited by 135 · see citing works
Cocaine : a clinician's handbook
Washton, A. M., & Gold, M. S. (1987) · Cited by 130 · see citing works
Virtual Reality Cue Reactivity Assessment in Cigarette Smokers
Bordnick, P. S., Graap, K. M., Copp, H. L., Brooks, J. C., & Ferrer, M. (2005) · CyberPsychology & Behavior · doi:10.1089/cpb.2005.8.487 · Cited by 112 · see citing works
Self-citationUtilizing virtual reality to standardize nicotine craving research: A pilot study
Bordnick, P. S., Graap, K. M., Copp, H. L., Brooks, J. C., Ferrer, M., & Logue, B. (2004) · Addictive Behaviors · doi:10.1016/j.addbeh.2004.06.008 · Cited by 108 · see citing works
Self-citationOlanzapine reduces urge to drink after drinking cues and a priming dose of alcohol
Hutchison, K. E., Swift, R. M., Rohsenow, D. J., Monti, P. M., Davidson, D., & Almeida, A. B. (2001) · Psychopharmacology · doi:10.1007/s002130000629 · Cited by 101 · see citing works
Increasing the efficacy of cue exposure treatment in preventing relapse of addictive behavior
Havermans, R. C., & Jansen, A. T. M. (2003) · Addictive Behaviors · doi:10.1016/s0306-4603(01)00289-1 · Cited by 100 · see citing works
Coping-skills training and cue-exposure therapy in the treatment of alcoholism.
(1999) · PubMed Central · Cited by 97 · see citing works
Drobes, D. J., Anton, R. F., Thomas, S. E., & Voronin, K. E. (2002) · Neuropsychopharmacology · doi:10.1038/sj.npp.1300101 · Cited by 96 · see citing works
Wall, A.-M., Hinson, R. E., McKee, S. A., & Goldstein, A. L. (2001) · Psychology of Addictive Behaviors · doi:10.1037/0893-164x.15.3.219 · Cited by 91 · see citing works
Wall, A.-M., McKee, S. A., & Hinson, R. E. (2000) · Psychology of Addictive Behaviors · doi:10.1037/0893-164x.14.4.367 · Cited by 91 · see citing works
BASIC ISSUES IN THE USE OF VIRTUAL ENVIRONMENTS FOR MENTAL HEALTH APPLICATIONS
Rizzo, A., Mark, W., & Galen, B. J. (1998) · Studies in health technology and informatics · doi:10.3233/978-1-60750-902-8-21 · Cited by 88 · see citing works
Immersive Virtual Environments in Cue Exposure
Kuntze, M. F., Stoermer, R., Mager, R., Roessler, A., Müller-Spahn, F., & Bullinger, A. H. (2001) · CyberPsychology & Behavior · doi:10.1089/109493101750527051 · Cited by 87 · see citing works
Abuse liability studies of opioid agonist-antagonists in humans
Preston, K. L., & Jasinski, D. R. (1991) · Drug and Alcohol Dependence · doi:10.1016/0376-8716(91)90053-2 · Cited by 82 · see citing works
Alcohol dependence and cue reactivity.
Glautier, S., & Drummond, C. (1994) · Journal of Studies on Alcohol · doi:10.15288/jsa.1994.55.224 · Cited by 80 · see citing works
Virtual reality: Using the virtual world to improve quality of life in the real world
Anderson, P. L., Rothbaum, B. O., & Hodges, L. F. (2001) · Bulletin of the Menninger Clinic · doi:10.1521/bumc.65.1.78.18713 · Cited by 76 · see citing works
Fromme, K., & Dunn, M. E. (1992) · Addictive Behaviors · doi:10.1016/0306-4603(92)90021-m · Cited by 67 · see citing works
Psychophysiological Indicators of Craving in Alcoholics: Effects of cue exposure
Laberg, J. C., & Ellertsen, B. (1987) · British Journal of Addiction · doi:10.1111/j.1360-0443.1987.tb00437.x · Cited by 67 · see citing works
(1998) · PubMed · Cited by 59 · see citing works
Cue reactivity in cocaine-dependent subjects: effects of cue type and cue modality
Johnson, B. A., Chen, Y. R., Schmitz, J. M., Bordnick, P. S., & Shafer, A. (1998) · Addictive Behaviors · doi:10.1016/s0306-4603(97)00014-2 · Cited by 59 · see citing works
Self-citationPotential functions of classical conditioning in drug addiction.
Tiffany, S. T. (1995) · Cited by 57 · see citing works
Cocaine and the nervous system.
Prakash, A., & Das, G. (1993) · PubMed · Cited by 51 · see citing works
Developing Treatments That Address Classical Conditioning
O’Brien, C. P., Childress, A. R., McLellan, A. T., & Ehrman, R. N. (1993) · PsycEXTRA Dataset · doi:10.1037/e495932006-007 · Cited by 50 · see citing works
Does ‘unlearning’ ever really occur: comment on Conklin & Tiffany
NIAURA, R. S. (2002) · Addiction · doi:10.1046/j.1360-0443.2002.0055a.x · Cited by 49 · see citing works
The influence of setting on consumption in the balanced placebo design
Wigmore, S. W., & Hinson, R. E. (1991) · British Journal of Addiction · doi:10.1111/j.1360-0443.1991.tb01770.x · Cited by 45 · see citing works
Virtual Reality Cue Reactivity Assessment: A Case Study in a Teen Smoker
Bordnick, P. S., Traylor, A. C., Graap, K. M., Copp, H. L., & Brooks, J. C. (2005) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-005-6376-0 · Cited by 37 · see citing works
Self-citationAbatement of craving in recovering alcoholics: A descriptive analysis
Cutler, R. B. (2005) · Addiction Research & Theory · doi:10.1080/16066350412331318386 · Cited by 8 · see citing works
The Use of Virtual Reality Technology in the Treatment of Anxiety Disorders
Wiederhold, B. K., & Wiederhold, M. D. (2003) · John Wiley & Sons, Inc. eBooks · doi:10.1002/0471206458.ch2 · Cited by 7 · see citing works
Behavioral treatment of drug dependence.
Pickens, R. W., & Thompson, T. (1984) · PsycEXTRA Dataset · doi:10.1037/e474682004-001 · Cited by 7 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Neuroscience of virtual reality: from virtual exposure to embodied medicine
Riva, G., Wiederhold, B. K., & Mantovani, F. (2019) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2017.29099.gri · Cited by 608 · see citing works
Riva, G., Baños, R. M., Botella, C., Mantovani, F., & Gaggioli, A. (2016) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2016.00164 · Cited by 425 · see citing works
Birckhead, B., Khalil, C., Liu, X., Conovitz, S., Rizzo, A., Danovitch, I., Bullock, K., & Spiegel, B. (2019) · JMIR Mental Health · doi:10.2196/11973 · Cited by 372 · see citing works
The relevance and treatment of cue-induced cravings in tobacco dependence
Ferguson, S. G., & Shiffman, S. S. (2008) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2008.06.005 · Cited by 357 · see citing works
Current Status and Future Prospects of Clinical Psychology
Baker, T. B., McFall, R. M., & Shoham, V. (2008) · Gothic.net · doi:10.1111/j.1539-6053.2009.01036.x · Cited by 342 · see citing works
Clinical and laboratory assessment of the subjective experience of drug craving
Rosenberg, H. (2009) · Clinical Psychology Review · doi:10.1016/j.cpr.2009.06.002 · Cited by 251 · see citing works
Spiegel, B., Fuller, G., Lopez, M., Dupuy, T., Noah, B., Howard, A., Albert, M., Tashjian, V., Lam, R., Ahn, J., et al. (2019) · PLOS ONE · doi:10.1371/journal.pone.0219115 · Cited by 233 · see citing works
Virtual reality in the diagnostic and therapy for mental disorders: A systematic review
Wiebe, A., Kannen, K., Selaskowski, B., Mehren, A., Thöne, A.-K., Pramme, L., Blumenthal, N., Li, M., Asché, L., Jonas, S., et al. (2022) · Clinical Psychology Review · doi:10.1016/j.cpr.2022.102213 · Cited by 223 · see citing works
Virtual Reality (VR) in Assessment and Treatment of Addictive Disorders: A Systematic Review
Segawa, T., Baudry, T., Bourla, A., Blanc, J.-V., Peretti, C.-S., Mouchabac, S., & Ferreri, F. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2019.01409 · Cited by 212 · see citing works
The use of virtual reality in craving assessment and cue-exposure therapy in substance use disorders
Hone-Blanchet, A., Wensing, T., & Fecteau, S. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00844 · Cited by 188 · see citing works
Riva, G. (2011) · Journal of Diabetes Science and Technology · doi:10.1177/193229681100500213 · Cited by 154 · see citing works
Methamphetamine craving induced in an online virtual reality environment
Culbertson, C. S., Nicolas, S., Zaharovits, I., London, E. D., Garza, R. D. L., Brody, A. L., & Newton, T. F. (2010) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2010.07.005 · Cited by 136 · see citing works
A SWOT Analysis of the Field of Virtual Reality for Firefighter Training
Engelbrecht, H., Lindeman, R. W., & Hoermann, S. (2019) · Frontiers in Robotics and AI · doi:10.3389/frobt.2019.00101 · Cited by 135 · see citing works
Virtual Reality in Clinical Psychology
Riva, G. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-818697-8.00006-6 · Cited by 121 · see citing works
Stanney, K. M., & Cohn, J. V. (2006) · Wiley eBooks · doi:10.1002/0470048204.ch40 · Cited by 120 · see citing works
Fatseas, M., Serre, F., Alexandre, J., Debrabant, R., Auriacombe, M., & Swendsen, J. (2015) · Addiction · doi:10.1111/add.12882 · Cited by 117 · see citing works
AI Technologies for Social Emotional Learning: Recent Research and Future Directions
Sethi, S. S., & Jain, K. (2024) · Journal of Research in Innovative Teaching & Learning · doi:10.1108/jrit-03-2024-0073 · Cited by 111 · see citing works
Gutiérrez‐Maldonado, J., Wiederhold, B. K., & Riva, G. (2015) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2015.0412 · Cited by 107 · see citing works
The effect of repeated exposure to virtual gambling cues on the urge to gamble
Park, C.-B., Park, S. M., Gwak, A. R., Sohn, B. K., Lee, J.-Y., Jung, H. Y., Choi, S.-W., Kim, D. J., & Choi, J.-S. (2015) · Addictive Behaviors · doi:10.1016/j.addbeh.2014.09.027 · Cited by 102 · see citing works
Applications of Virtual Reality in Individuals with Alcohol Misuse: A Systematic Review
Ghiţă, A., & Gutiérrez-Maldonado, J. (2018) · Addictive Behaviors · doi:10.1016/j.addbeh.2018.01.036 · Cited by 98 · see citing works
Brengman, M., Willems, K., & Gauquier, L. D. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.747456 · Cited by 65 · see citing works
Hadley, W. S., Houck, C. D., Brown, L. K., Spitalnick, J. S., Ferrer, M., & Barker, D. (2018) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsy092 · Cited by 81 · see citing works
Self-citationUsing virtual reality to study food cravings
Ledoux, T. A., Nguyen, A. S., Bakos‐Block, C., & Bordnick, P. S. (2013) · Appetite · doi:10.1016/j.appet.2013.09.006 · Cited by 80 · see citing works
Self-citationReactivity to Cannabis Cues in Virtual Reality Environments
Bordnick, P. S., Copp, H. L., Traylor, A. C., Graap, K. M., Carter, B. L., Walton, A. P., & Ferrer, M. (2009) · Journal of Psychoactive Drugs · doi:10.1080/02791072.2009.10399903 · Cited by 77 · see citing works
Self-citationBordnick, P. S., Carter, B. L., & Traylor, A. C. (2011) · Journal of Diabetes Science and Technology · doi:10.1177/193229681100500210 · Cited by 74 · see citing works
Self-citationOlfaction in alcohol-dependence: a neglected yet promising research field
Maurage, P., Rombaux, P., & de Timary, P. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.01007 · Cited by 70 · see citing works
Mazza, M., Kammler-Sücker, K. I., Leménager, T., Kiefer, F., & Lenz, B. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01739-3 · Cited by 67 · see citing works
The Use of Virtual Reality in the Production of Cue-Specific Craving for Cigarettes: A Meta-Analysis
Pericot‐Valverde, I., Germeroth, L. J., & Tiffany, S. T. (2015) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntv216 · Cited by 64 · see citing works
Simon, J., Étienne, A.-M., Bouchard, S., & Quertemont, É. (2020) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2020.00124 · Cited by 58 · see citing works
Promising technological innovations in cognitive training to treat eating-related behavior
Forman, E. M., Goldstein, S. P., Flack, D., Evans, B. C., Manasse, S. M., & Dochat, C. (2017) · Appetite · doi:10.1016/j.appet.2017.04.011 · Cited by 56 · see citing works
Presence-Inducing Media for Mental Health Applications
Riva, G., Botella, C., Baños, R., Mantovani, F., García-Palacios, A., Quero, S., Serino, S., Triberti, S., Repetto, C., Dakanalis, A., et al. (2015) · Immersed in Media · doi:10.1007/978-3-319-10190-3_12 · Cited by 55 · see citing works
Traylor, A. C., Parrish, D. E., Copp, H. L., & Bordnick, P. S. (2011) · Addictive Behaviors · doi:10.1016/j.addbeh.2011.06.014 · Cited by 55 · see citing works
Self-citationVirtual Reality Objectifies the Diagnosis of Psychiatric Disorders: A Literature Review
van Bennekom, M. J., de Koning, P. P., & Denys, D. A. J. P. (2017) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2017.00163 · Cited by 54 · see citing works
Choi, J., Park, S., Lee, J., Jung, H., Lee, H., Jin, C.-H., & Kang, D. (2011) · Psychiatry Investigation · doi:10.4306/pi.2011.8.2.155 · Cited by 53 · see citing works
Virtual and Augmented Reality: New Frontiers for Clinical Psychology
Ventura, S., Baños, R., & Botella, C. (2018) · InTech eBooks · doi:10.5772/intechopen.74344 · Cited by 53 · see citing works
Virtual Reality as a Tool for Cognitive Behavioral Therapy: A Review
Scozzari, S., & Gamberini, L. (2011) · Studies in computational intelligence · doi:10.1007/978-3-642-17824-5_5 · Cited by 52 · see citing works
Virtual Reality Cues for Binge Drinking in College Students
Ryan, J. J., Kreiner, D. S., Chapman, M. D., & Stark-Wroblewski, K. (2010) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2009.0211 · Cited by 51 · see citing works
Ghiţă, A., Teixidor, L., Monràs, M., Ortega, L., Mondón, S., Gual, A., Paredes, S. M., Urgell, L. V., Porras-García, B., Ferrer‐García, M., et al. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.00074 · Cited by 51 · see citing works
Bouhlal, S., Ellefsen, K. N., Sheskier, M. B., Singley, E., Pirard, S., Gorelick, D. A., Huestis, M. A., & Leggio, L. (2017) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2017.07.033 · Cited by 49 · see citing works
Lee, J. S., Namkoong, K., Ku, J. H., Cho, S., Park, J. Y., Choi, Y. K., Kim, J., Kim, I. Y., Kim, S. I., & Jung, Y. (2008) · Psychiatry Investigation · doi:10.4306/pi.2008.5.4.239 · Cited by 48 · see citing works
A Review of Olfactory Display Designs for Virtual Reality Environments
Tewell, J., & Ranasinghe, N. (2024) · ACM Computing Surveys · doi:10.1145/3665243 · Cited by 47 · see citing works
VIRTUAL REALITY CUE EXPOSURE THERAPY FOR THE TREATMENT OF TOBACCO DEPENDENCE.
Culbertson, C. S., Shulenberger, S., Garza, R. D. L., Newton, T. F., & Brody, A. L. (2012) · PubMed · Cited by 46 · see citing works
Virtual medicine: how virtual reality is easing pain, calming nerves and improving health
Spiegel, B. M. R. (2018) · The Medical Journal of Australia · doi:10.5694/mja17.00540 · Cited by 45 · see citing works
Embodied well-being through two media technologies: Virtual reality and social media
Kruzan, K. P., & Won, A. S. (2019) · New Media & Society · doi:10.1177/1461444819829873 · Cited by 45 · see citing works
Causal Inference in Generalizable Environments: Systematic Representative Design
Miller, L. C., Shaikh, S. J., Jeong, D. C., Wang, L., Gillig, T. K., Godoy, C. G., Appleby, P. R., Corsbie-Massay, C. L., Marsella, S., Christensen, J. L., et al. (2019) · Psychological Inquiry · doi:10.1080/1047840x.2019.1693866 · Cited by 45 · see citing works
Campanella, S., Schröder, E., Kajosch, H., Noël, X., & Kornreich, C. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.06.016 · Cited by 43 · see citing works
Shoham, V., & Insel, T. R. (2011) · Perspectives on Psychological Science · doi:10.1177/1745691611418526 · Cited by 42 · see citing works
Riva, G., & Mantovani, F. (2012) · InTech eBooks · doi:10.5772/46411 · Cited by 41 · see citing works
Vogel, B., Trotzke, P., Steins‐Loeber, S., Schäfer, G., Stenger, J., de Zwaan, M., Brand, M., & Müller, A. (2019) · PLoS ONE · doi:10.1371/journal.pone.0212415 · Cited by 40 · see citing works
Virtual reality exposure therapy on alcohol and nicotine: a systematic review
Trahan, M. H., Maynard, B. R., Smith, K. S., Farina, A. S. J., & Khoo, Y. M. (2019) · Research on Social Work Practice · doi:10.1177/1049731518823073 · Cited by 39 · see citing works
Thompson-Lake, D. G. Y., Cooper, K. N., Mahoney, J. J., Bordnick, P. S., Salas, R., Kosten, T. R., Dani, J. A., & Garza, R. D. L. (2014) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntu245 · Cited by 39 · see citing works
Self-citationLangener, S., Nagel, J. V. D., van Manen, J. G., Markus, W., Dijkstra, B. A. G., DeFuentes-Merillas, L., Klaassen, R., Heitmann, J., Heylen, D., & Schellekens, A. (2021) · Journal of Clinical Medicine · doi:10.3390/jcm10163658 · Cited by 39 · see citing works
Remedios, J., Woods, C., Tardif, C., Janak, P. H., & Chaudhri, N. (2014) · Brain and Behavior · doi:10.1002/brb3.216 · Cited by 39 · see citing works
Eliciting Nicotine Craving with Virtual Smoking Cues
Gamito, P. S., Oliveira, J., Baptista, A., Morais, D., Lopes, P., Rosa, P. J., Santos, N., & Brito, R. (2014) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2013.0329 · Cited by 38 · see citing works
Rabinovitz, S., & Nagar, M. (2015) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2015.0173 · Cited by 38 · see citing works
Wang, Y., Shen, Z., & Wu, X.-C. (2018) · Psychiatry Research · doi:10.1016/j.psychres.2018.10.009 · Cited by 38 · see citing works
The effect of virtual covert sensitization on reducing alcohol craving in heavy social drinkers
Choi, Y. J., & Lee, J.-H. (2015) · Virtual Reality · doi:10.1007/s10055-015-0264-6 · Cited by 36 · see citing works
Virtual Reality-Based Treatment Approaches in the Field of Substance Use Disorders
Tsamitros, N., Sebold, M., Gutwinski, S., & Beck, A. (2021) · Current Addiction Reports · doi:10.1007/s40429-021-00377-5 · Cited by 35 · see citing works
Byrne, S., Haber, P., Baillie, A., Giannopolous, V., & Morley, K. C. (2019) · Substance Use & Misuse · doi:10.1080/10826084.2019.1618328 · Cited by 35 · see citing works
Tsai, M.-C., Chung, C., Chen, C., Chen, J.-Y., Yeh, S., Lin, C.-H., Chen, Y., Tsai, M., Wang, Y., Lin, C., et al. (2021) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2021.3058805 · Cited by 34 · see citing works
Li, B. J., & Bailenson, J. N. (2017) · PRESENCE Virtual and Augmented Reality · doi:10.1162/pres_a_00300 · Cited by 33 · see citing works
Conditioned place preference and aversion for music in a virtual reality environment
Molet, M., Billiet, G., & Bardo, M. T. (2012) · Behavioural Processes · doi:10.1016/j.beproc.2012.10.001 · Cited by 32 · see citing works
Is Virtual Reality Cue Exposure a Promising Adjunctive Treatment for Alcohol Use Disorder?
Lebiecka, Z., Skoneczny, T., Tyburski, E. M., Samochowiec, J., & Kucharska–Mazur, J. (2021) · Journal of Clinical Medicine · doi:10.3390/jcm10132972 · Cited by 32 · see citing works
Using mobile eye-tracking to assess attention to smoking cues in a naturalized environment
Baschnagel, J. S. (2013) · Addictive Behaviors · doi:10.1016/j.addbeh.2013.08.005 · Cited by 32 · see citing works
Ticknor, B., & Tillinghast, S. (2011) · Journal of Virtual Worlds Research · doi:10.4101/jvwr.v4i2.2071 · Cited by 32 · see citing works
The Cue Reactivity Paradigm in Addiction Research
Reynolds, E. K., & Monti, P. M. (2013) · Wiley eBooks · doi:10.1002/9781118384404.ch14 · Cited by 32 · see citing works
Pizzoli, S. F. M., Monzani, D., Mazzocco, K., Maggioni, E., & Pravettoni, G. (2021) · Perspectives on Psychological Science · doi:10.1177/17456916211014196 · Cited by 31 · see citing works
Utilising virtual reality in alcohol studies: A systematic review
Durl, J., Dietrich, T., Pang, B., Potter, L. E., & Carter, L. (2017) · Health Education Journal · doi:10.1177/0017896917743534 · Cited by 31 · see citing works
Virtual Reality Cue Refusal Video Game for Alcohol and Cigarette Recovery Support: Summative Study
Metcalf, M., ROSSIE, K. M., Stokes, K., Tallman, C., & Tanner, B. (2018) · JMIR Serious Games · doi:10.2196/games.9231 · Cited by 31 · see citing works
Ghiţă, A., Hernández-Serrano, O., Fernández-Ruiz, Y., Monras, M., Ortega, L., Mondon, S., Teixidor, L., Gual, A., Porras-García, B., Ferrer-García, M., et al. (2019) · Journal of Clinical Medicine · doi:10.3390/jcm8081153 · Cited by 30 · see citing works
Computer Simulation and Virtual Reality in the Diagnosis and Treatment of Psychiatric Disorders
Gorrindo, T., & Groves, J. E. (2009) · Academic Psychiatry · doi:10.1176/appi.ap.33.5.413 · Cited by 30 · see citing works
Yoon, J. H., Newton, T. F., Haile, C. N., Bordnick, P. S., Fintzy, R., Culbertson, C., Mahoney, J. J., Hawkins, R. Y., LaBounty, K. R., Ross, E. L., et al. (2012) · Addictive Behaviors · doi:10.1016/j.addbeh.2012.03.022 · Cited by 27 · see citing works
Self-citationThe Impact of Technology and Theory on Instructional Design Since 2000
Warren, S., Lee, J., & Najmi, A. (2014) · Springer eBooks · doi:10.1007/978-1-4614-3185-5_8 · Cited by 17 · see citing works
Ghiţă, A., Hernández-Serrano, O., Fernández-Ruiz, J., Moreno, M., Monràs, M., Ortega, L., Mondón, S., Teixidor, L., Gual, A., Gacto‐Sánchez, M., et al. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.543586 · Cited by 26 · see citing works
Tamburin, S., Lago, D. D., Armani, F., Turatti, M., Saccà, R., Campagnari, S., & Chiamulera, C. (2020) · Psychopharmacology · doi:10.1007/s00213-020-05733-3 · Cited by 25 · see citing works
Olfactory cue reactivity in nicotine-dependent adult smokers.
Cortese, B. M., Uhde, T. W., LaRowe, S. D., Stein, S. V., Freeman, W. C., McClernon, F. J., Brady, K. T., & Hartwell, K. J. (2014) · Psychology of Addictive Behaviors · doi:10.1037/adb0000018 · Cited by 25 · see citing works
Baus, O., Bouchard, S., & Nolet, K. (2019) · Behaviour and Information Technology · doi:10.1080/0144929x.2019.1590458 · Cited by 24 · see citing works
Recent developments in the behavioural and pharmacological enhancement of extinction of drug seeking
Chesworth, R., & Corbit, L. H. (2015) · Addiction Biology · doi:10.1111/adb.12337 · Cited by 24 · see citing works
Virtual Environments for Substance Abuse Assessment and Treatment
Bordnick, P. S., & Washburn, M. (2019) · Virtual reality technologies for health and clinical applications · doi:10.1007/978-1-4939-9482-3_6 · Cited by 23 · see citing works
Self-citationSpagnolli, A., Bracken, C. C., & Orso, V. (2014) · Virtual Reality · doi:10.1007/s10055-013-0241-x · Cited by 23 · see citing works
Persky, S., & Lewis, M. A. (2019) · Translational Behavioral Medicine · doi:10.1093/tbm/ibz068 · Cited by 23 · see citing works
Three-dimensional virtual reality: Applications to the 12 grand challenges of social work
Trahan, M. H., Smith, K. S., Traylor, A. C., Washburn, M., Moore, N., & Mancillas, A. (2019) · Journal of Technology in Human Services · doi:10.1080/15228835.2019.1599765 · Cited by 22 · see citing works
Self-citationVirtual reality efficiency as exposure therapy for alcohol use: A systematic literature review
Nègre, F., Lemercier-Dugarin, M., Kahn-Lewin, C., Gomet, R., Zerdazi, E., Zerhouni, O., & Romo, L. (2023) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2023.111027 · Cited by 21 · see citing works
Opioid Craving in Human Laboratory Settings: a Review of the Challenges and Limitations
Goodyear, K., & Haass‐Koffler, C. L. (2019) · Neurotherapeutics · doi:10.1007/s13311-019-00791-8 · Cited by 20 · see citing works
Zhang, J., Chen, M., Yan, J., Wang, C., Deng, H., Wang, J., Gu, J., Wang, D., Li, W., & Wang, C. (2023) · BMC Psychiatry · doi:10.1186/s12888-023-05426-z · Cited by 20 · see citing works
Virtual Reality Cue Reactivity Assessment
Bordnick, P. S., Yoon, J. H., Kaganoff, E., & Carter, B. (2013) · Research on Social Work Practice · doi:10.1177/1049731513482377 · Cited by 19 · see citing works
Self-citationHernández-Serrano, O., Ghiţă, A., Fernández-Ruiz, J., Monràs, M., Gual, A., Gacto, M., Porras-García, B., Ferrer‐García, M., & Gutiérrez‐Maldonado, J. (2021) · Journal of Clinical Medicine · doi:10.3390/jcm10112241 · Cited by 19 · see citing works
Feasibility of Using Virtual Reality to Assess Nicotine Cue Reactivity During Treatment
Kaganoff, E., Bordnick, P. S., & Carter, B. L. (2011) · Research on Social Work Practice · doi:10.1177/1049731511428617 · Cited by 19 · see citing works
Self-citationMassa, N., Bisconti, P., & Nardi, D. (2022) · International Journal of Social Robotics · doi:10.1007/s12369-021-00846-x · Cited by 18 · see citing works
Torres, J. A. C., Cangas, A. J., García, G., Langer, A. I., & Zárate, R. (2011) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2010.0589 · Cited by 18 · see citing works
Rosenthal, M. Z., & Kutlu, M. G. (2014) · Psychology of Addictive Behaviors · doi:10.1037/a0037082 · Cited by 17 · see citing works
Eliciting Affect via Immersive Virtual Reality: A Tool for Adolescent Risk Reduction
Hadley, W., Houck, C. D., Barker, D., Garcia, A. M., Spitalnick, J. S., Curtis, V., Roye, S., & Brown, L. K. (2013) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jst092 · Cited by 17 · see citing works
Mellentin, A. I., Nielsen, A. S., Ascone, L., Wirtz, J., Samochowiec, J., Kucharska–Mazur, J., Schadow, F., Lebiecka, Z., Skoneczny, T., Mistarz, N., et al. (2020) · BMC Psychiatry · doi:10.1186/s12888-020-02739-1 · Cited by 16 · see citing works
Carmona, J. A., Espínola, M., Cangas, A. J., & Iribarne, L. (2011) · European Journal of Education and Psychology · doi:10.30552/ejep.v4i1.66 · Cited by 16 · see citing works
Virtual Reality (VR) Applications in Cardiology: A Review
Javaid, M., & Khan, I. H. (2021) · Journal of Industrial Integration and Management · doi:10.1142/s2424862221300015 · Cited by 15 · see citing works
The transdiagnostic role of food craving: An application of substance use models
Verzijl, C. L., Gius, B. K., Schlauch, R. C., & Rancourt, D. (2021) · Appetite · doi:10.1016/j.appet.2021.105867 · Cited by 15 · see citing works
Chen, C., Tsai, M.-C., Wu, E. H., Chung, C., Lee, Y., Chiu, P.-R., Tsai, P., Sheng, S.-R., & Yeh, S. (2022) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2022.3154759 · Cited by 15 · see citing works
Karch, S., Krause, D., Lehnert, K., Konrad, J., Haller, D., Rauchmann, B., Maywald, M., Engelbregt, H., Adorjan, K., Koller, G., et al. (2021) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-021-01336-x · Cited by 14 · see citing works
Recruitment and disruption of ventral pallidal cue encoding during alcohol seeking
Ottenheimer, D. J., Wang, K., Haimbaugh, A. S., Janak, P. H., & Richard, J. M. (2019) · European Journal of Neuroscience · doi:10.1111/ejn.14527 · Cited by 14 · see citing works
Garland, E. L., Recasens, M., Taple, B. J., Donaldson, G. W., & Weisberg, R. B. (2024) · Annals of Medicine · doi:10.1080/07853890.2024.2392870 · Cited by 13 · see citing works
- Authors
- Bordnick, P. S., Traylor, A., Copp, H. L., Graap, K. M., Carter, B., Ferrer, M., & Walton, A. P.
- Affiliations
- University of Houston (US)
- The University of Texas MD Anderson Cancer Center (US)
- Miami University (US)
- Emory University (US)
- University of Georgia (US)
- Corresponding author
- Bordnick, Patrick S.
- Venue
- Addictive Behaviors
- Publisher
- Elsevier BV
- Published
- 2008-06
- Volume
- 33
- Issue
- 6
- Pages
- 743-756
- ISSN
- 0306-4603 (ISSN-L)
- OpenAlex
- W2062835831
- Cited by
- 193
- References
- 47
- Citations by year
- 2026: 8 · 2025: 10 · 2024: 17 · 2023: 10 · 2022: 12 · 2021: 18 · 2020: 6 · 2019: 22 · 2018: 9 · 2017: 7 · 2016: 3 · 2015: 9 · 2014: 11 · 2013: 11 · 2012: 11
- FWCI
- 22.64
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Addictive Behaviors (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (1r41aa014312-01a1)
- National Institute on Alcohol Abuse and Alcoholism (1R41 AA014312-01, 1R41 AA0114312-01)
- Topics
- Physical Sciences › Computer Science › Human-Computer Interaction › Virtual Reality Applications and Impacts
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Physical Sciences › Engineering › Control and Systems Engineering › Simulation and Modeling Applications
- Keywords
- virtual reality, alcohol cue reactivity, alcohol craving, alcoholism, olfactory cues, multisensory cues, presence
- MeSH terms
- Adult, Alcoholism, Analysis of Variance, Arousal, Attention, Cues, Female, Humans, Male, Middle Aged, Smell, User-Computer Interface
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
