Exposure to a Standardized Catastrophic Scenario in Virtual Reality or a Personalized Scenario in Imagination for Generalized Anxiety Disorder
Open accessAbstract
The cognitive behavioral treatment of generalized anxiety disorder (GAD) often involves exposing patients to a catastrophic scenario depicting their most feared worry. The aim of this study was to examine whether a standardized scenario recreated in virtual reality (VR) would elicit anxiety and negative affect and how it compared to the traditional method of imagining a personalized catastrophic scenario. A sample of 28 participants were first exposed to a neutral non-catastrophic scenario and then to a personalized scenario in imagination or a standardized virtual scenario presented in a counterbalanced order. The participants completed questionnaires before and after each immersion. The results suggest that the standardized virtual scenario induced significant anxiety. No difference was found when comparing exposure to the standardized scenario in VR and exposure to the personalized scenario in imagination. These findings were specific to anxiety and not to the broader measure of negative affect. Individual differences in susceptibility to feel present in VR was a significant predictor of increase in anxiety and negative affect. Future research could use these scenarios to conduct a randomized control trial to test the efficacy and cost/benefits of using VR in the treatment of GAD.
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Written from the paper’s full text.
TL;DR
A within-subjects pilot study with 28 GAD patients found that a standardized catastrophic scenario in VR elicited significant anxiety compared with a neutral virtual environment, and its effect did not differ significantly from a personalized catastrophic scenario in imagination. Presence-related individual differences predicted greater anxiety and negative affect during VR exposure.
Key findings
- Exposure to either a catastrophic scenario—standardized VR or personalized imagination—produced significantly more state anxiety than the neutral scenario: first contrast \(t(26)=3.82, p<0.001\), \(\eta^2=0.22\), large effect, power = 0.96.
- The direct comparison between VR and imagination was not significant after correction: the first interaction contrast was non-significant \(t(26)=-0.58, p>0.05\), \(\eta^2=0.006\), very small effect, expected \(N>2000\) for power 0.80; a later interaction contrast favored personalized imagination \(t(26)=2.20, p<0.05\), partial \(\eta^2=0.09\), medium effect, but did not remain significant with Bonferroni correction.
- Negative affect increased from neutral to first exposure \(t(26)=2.59, p<0.05\), \(\eta^2=0.11\), medium effect, but did not remain significant after Bonferroni correction; the paper reports findings were specific to anxiety rather than broader negative affect.
- In exploratory regressions, state anxiety during VR exposure was predicted by usefulness of worrying (WW-II; \(t=2.99\), partial \(r=0.46\), \(p<0.01\)) and immersive tendency (ITQ; \(t=4.14\), partial \(r=0.63\), \(p<0.001\)), with model \(adjR^2=0.44\), \(F(3,24)=7.29\), \(p<0.01\). Negative affect during VR was predicted only by ITQ (\(t=3.54\), partial \(r=0.6\), \(p<0.01\)), with model \(adjR^2=0.32\), \(F(3,24)=4.79\), \(p<0.05\).
Methods
- Design: within-subjects experiment; all participants first received a 5-min neutral non-catastrophic VR room, then were randomized to VR-Exp/IM-Exp (\(n=13\)) or IM-Exp/VR-Exp (\(n=15\)), with a distraction task between exposures.
- Sample: 28 participants with primary GAD, all francophone, 24 women and 4 men, mean age 38.33 (\(SD=12.78\)); 64.3% had comorbid disorders, most frequently social anxiety (\(n=8\)). Inclusion required GAD diagnosis, age 18–65, and no prior VR experience; exclusions included other primary anxiety disorder, claustrophobia, benzodiazepine use, and specified health risks.
- Measures/analysis: ADIS-IV diagnosis; PSWQ, CAQ, IUS, WW-II, ITQ, PQ, GPQ, SSQ; dependent variables were STAI-Y1 state anxiety and PANAS negative affect. Analyses used repeated-measures ANOVAs with a priori orthogonal within-subjects contrasts, Bonferroni corrections, and exploratory multiple regressions.
Limitations
- The paper states the sample was relatively small, had slightly more women than typical GAD populations, and lacked physiological anxiety measures because participants were seated during imagination but standing/moving during VR.
- The paper states the protocol was not designed to show how frightening VR could be, was not conducted with patients already in therapy and ready for exposure, and used three different VEs rather than one, which may limit direct comparison.
- Evident from the text: several key comparisons lost significance after Bonferroni correction, and the study was underpowered for some VR-versus-imagination contrasts; no formal hypothesis or a priori power estimate was made for that comparison.
Model-written summary. Check it against the paper before relying on it.
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Claims the paper makes
0 of 45 cited sources checked · 0 supported · 0 flagged
- Findingown data
Individual differences in susceptibility to feel present in VR significantly predicted increases in anxiety and negative affect.
“Individual differences in susceptibility to feel present in VR was a significant predictor of increase in anxiety and negative affect.”
Quote in the paperNot a substantial claim - Findingown data
The standardized virtual scenario induced significant anxiety.
“The results suggest that the standardized virtual scenario induced significant anxiety.”
Quote in the paperSubstantial claim - Findingnone given
The findings were specific to anxiety and not to the broader measure of negative affect.
“These findings were specific to anxiety and not to the broader measure of negative affect.”
Quote in the paperSubstantial claim - Findingown data
No difference was found between exposure to the standardized scenario in VR and exposure to the personalized scenario in imagination.
“No difference was found when comparing exposure to the standardized scenario in VR and exposure to the personalized scenario in imagination.”
Quote in the paperSubstantial claim - Findingown data
The main regression predicting negative affect during VR exposure was significant.
“The exploratory predictor analyses of negative affect was significant [adjR2 = 0.32, F(3, 24) = 4.79, p < 0.05]”
Quote in the paperNot a substantial claim
- Findingown data
The increase in negative affect from the neutral scenario to the first exposure did not remain significant after applying the Bonferroni correction.
“although the increase did not remain significant when applying the Bonferroni correction.”
Quote in the paperNot a substantial claim - Findingown data
The main regression predicting state anxiety during exposure to the standardized VR scenario was significant.
“In the exploratory predictor analyses of state anxiety during exposure to the standardized scenario in VR, the main regression was significant [adjR2 = 0.44, F(3, 24) = 7.29, p < 0.01].”
Quote in the paperNot a substantial claim - Findingown data
The usefulness of worrying (WW-II) significantly predicted state anxiety during VR exposure.
“the usefulness of worrying (WW-II; t = 2.99, partial r = 0.46, p < 0.01)”
Quote in the paperNot a substantial claim - Findingown data
The usefulness of worrying (WW-II) was not a significant predictor of negative affect during VR exposure.
“Regression parameters were not significant for the WW-II (t = 1.62, partial r = 0.27, p = 0.12 ns)”
Quote in the paperNot a substantial claim - Findingown data
Immersive tendency (ITQ) significantly predicted state anxiety during VR exposure.
“the immersive tendency (ITQ; t = 4.14, partial r = 0.63, p < 0.001)”
Quote in the paperNot a substantial claim - Findingown data
According to the PSWQ, participants scored within the range of adults suffering from GAD.
“According to the PSWQ, participants scored within the range of adults suffering from GAD.”
Quote in the paperNot a substantial claim - Findingown data
The first exposure to either the traditional personalized scenario or the virtual scenario was significantly more anxiety provoking than exposure to the neutral scenario.
“The first contrast revealed that the first exposure to either the traditional personalized scenario or the virtual scenario was significantly more anxiety provoking than exposure to the neutral scenario [t(26) = 3.82, p < 0.001, eta-squared = 0.22, effect size = large, power = 0.96].”
Quote in the paperSubstantial claim- Rests on an assumption: The neutral virtual environment does not itself induce anxiety and serves as a valid baseline.
- Findingown data
State anxiety measured with the STAI-Y1 increased significantly from the neutral virtual environment to either a traditional personalized catastrophic scenario or a VR catastrophic scenario.
“For the main effect of Time, a repeated measures ANOVA showed a significant increase in anxiety as measured with the STAI-Y1, when comparing exposure to the neutral VE and exposure to either a catastrophic scenario (traditional personalized scenario or VR scenario, see Figure 1 for illustration).”
- Also stated in: § 4. Discussion · plain
“The state anxiety scores during exposure in VR and in imagination were significantly higher than the baseline.”
Quote in the paperSubstantial claim- Rests on an assumption: The neutral virtual environment does not itself induce anxiety and serves as a valid baseline.
- Also stated in: § 4. Discussion · plain
- Findingown data
Intolerance of uncertainty (IUS) was not a significant predictor of state anxiety during VR exposure.
“Intolerance of uncertainty was not a significant predictor (IUS; t = −0.9, partial r = −0.15, p = 0.35 ns).”
Quote in the paperNot a substantial claim - Findingown data
The interaction effect for state anxiety did not remain significant when applying the Bonferroni correction.
“The interaction did not remain significant when applying the Bonferroni correction.”
Quote in the paperNot a substantial claim - Findingown data
Higher predispositions to feel present in VR were associated with more anxiety and negative affect.
“The scaterplots in Figure 3 illustrate the tendecy, and individial differences, for higher predispositions to feel present in VR to be associated with more anxiety and negative affect.”
Quote in the paperNot a substantial claim - Findingown data
The main effect of Time for negative affect was a non-significant increase overall.
“The results for the main effect of Time from the ANOVA revealed non-significant increase in negative affect overall.”
Quote in the paperNot a substantial claim - Findingown data
Intolerance of uncertainty (IUS) was not a significant predictor of negative affect during VR exposure.
“and the IUS (t = −0.22, partial r = −0.04, p = 0.83 ns)”
Quote in the paperNot a substantial claim - Findingown data
Immersive tendency (ITQ) significantly predicted negative affect during VR exposure.
“with only the immersive tendency standing out as a significant predictor (ITQ; t = 3.54, partial r = 0.6, p < 0.01)”
Quote in the paperNot a substantial claim - Findingown data
Negative affect significantly increased from the neutral scenario to the first exposure in both scenarios.
“The first a priori contrast indicated that negative affect did significantly increase from the neutral scenario to the first exposure in both scenarios [t(26) = 2.59, p < 0.05, eta-squared = 0.11, effect-size = medium, power = 0.78]”
Quote in the paperNot a substantial claim- Rests on an assumption: The neutral virtual environment does not itself induce anxiety and serves as a valid baseline.
- Premisecitation
Exposure to feared stimuli is associated with an increase in anxiety.
“Considering that exposure requires confronting feared stimuli, the confrontation is associated with an increase in anxiety [4].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [4] Eichenberg, C. (2012). Description of a treatment manual for in virtuo exposure with specific phobia. Virtual Reality in Psychological, Medical and Pedagogical Applications, InTech. source
Not checked in the free run.
- Premisecitation
People with GAD are not essentially afraid of specific and concrete stimuli.
“As opposed to other anxiety disorders, people suffering from GAD are not essentially afraid of specific and concrete stimuli. They are afraid of uncertainty accompanied with a broad range of situations.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [18] Dugas, 1998, Generalized anxiety disorder: A preliminary test of a conceptual model, Behav. Res. Ther. source
Not checked in the free run.
- cites [19] Dugas, 2000, Treatment of GAD. Targeting intolerance of uncertainty in two types of worry, Bheav. Modif. source
Not checked in the free run.
- cites [20] Freeston, 1994, Why do people worry?, Personal. Individ. Differ. source
Not checked in the free run.
- Premisecitation
In virtuo exposure allows greater control over the environment than in vivo exposure.
“First, in virtuo exposure allows a greater control over the environment, which can be practical for both therapists and patients [16].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [16] Richard, D.C.S., and Lauterbach, D. (2007). Exposure for phobias. Handbook of Exposure Therapies, Academic Press.
Not checked in the free run.
- Premisecitation
In Guitard et al., the effect size of exposure in imagination to individualized scenarios was slightly higher than standardized ones on heart rate.
“In their research, Guitard and her colleagues [25] demonstrated that the effect size of exposure in imagination to the individualized scenarios was slightly higher than the standardized ones on the measure of heart rate but, nevertheless, the results were positive enough to warrant transposing the scenarios used in imagination into VR scenarios and testing them with people suffering from GAD.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [25] Guitard, T., Bouchard, S., and Bélanger, C. (2011, January 10–13). Exposure to standardized catastrophic scenarios with patients suffering from GAD. Presented at the 45th Annual Convention of the Association for Behavioral and Cognitive Therapy (ABCT), Toronto, ON, Canada.
Not checked in the free run.
- Premisecitation
Empirical data with GAD patients exposed in imagination to personal worry scenarios or standardized ones showed that standardized scenarios can elicit anxiety (self-report and heart rate) and negative affect.
“Empirical data collected with GAD patients exposed in imagination to their personal worry scenarios or to the standardized ones showed that standardized scenarios can elicit anxiety (as measured with self-report and heart rate) and negative affect [25].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [25] Guitard, T., Bouchard, S., and Bélanger, C. (2011, January 10–13). Exposure to standardized catastrophic scenarios with patients suffering from GAD. Presented at the 45th Annual Convention of the Association for Behavioral and Cognitive Therapy (ABCT), Toronto, ON, Canada.
Not checked in the free run.
- Premisecitation
In CBT treatment of GAD, exposure is often conducted in imagination, where patients repeat mentally or write down a scenario depicting one of their worst catastrophic worries.
“In the cognitive-behavioral treatment of GAD, exposure is often conducted in the imagination, where patients have to repeat mentally or write down a scenario depicting one of their worst catastrophic worries [21,22].”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationreasoning
Using standardized scenarios reduces the risks of avoidance because the content of the scenario is known and visible to the therapist during VR immersion.
“With respect to neutralization, subtle avoidance and safety seeking behaviors, using standardized scenarios reduces the risks of avoidance because the content of the scenario is known and visible to the therapist during the immersion in VR.”
Quote in the paperSubstantial claim - Interpretationown data
The increase in anxiety during immersion supports the potential of VR for exposure, even when feared stimuli are not as specific as in phobias and other anxiety disorders.
“The increase in anxiety during immersion support the potential of VR for exposure, even in the case where feared stimuli are not as specific as in phobias and other anxiety disorders.”
Quote in the paperSubstantial claim - Interpretationreasoning
The results support the potential of VR with GAD patients.
“This is supporting the potential of VR with GAD patients.”
Quote in the paperSubstantial claim - Interpretationown data
The potential of using standardized scenarios in VR remains promising because it did elicit anxiety in GAD patients.
“Nevertheless, the potential of using standardized scenarios in VR remains promising because it did elicit anxiety in GAD patients.”
Quote in the paperSubstantial claim - Premisecitation
Uncertainty is the core fear underlying GAD.
“Because uncertainty is the core fear underlying GAD [18,19]”
Quote in the paperSubstantial claim0 of 2 sources checked
- May combine two claims. 30
- Classified as probably not a substantial claim. 34
- The quote only partly states this claim. 1
May combine two claims.
Findingown dataIn the group first exposed to traditional cognitive exposure, negative affect decreased in the second exposure, whereas the group first exposed to VR showed an increase in negative affect when exposed to the traditional personalized scenario.
“In the group first exposed to traditional cognitive exposure, negative affect decreased in the second exposure whereas the second group, first exposed to VR, shows an increase in negative affect when exposed to the traditional personalized scenario.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe sample (N = 28) consisted of 24 women and 4 men with a primary diagnosis of GAD.
“The sample (N = 28) consisted of 24 women and 4 men with a primary diagnosis of GAD.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe final sample included 28 participants who all met the criteria.
“The final sample included a total of 28 participants who all met the criteria.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe interaction contrast for the first exposure was non-significant, showing that both scenarios induced anxiety.
“The interaction contrast was non-significant [t(26) = −0.58, p > 0.05, eta-squared = 0.006, effect-size = very small, power = 0.10, expected N to detect a significant difference with a power of 0.80 > 2000], showing that both scenarios induced anxiety.”
Quote in the paperSubstantial claim- Rests on an assumption: The neutral virtual environment does not itself induce anxiety and serves as a valid baseline.
May combine two claims.
Findingown dataThe interaction between scenario and time for state anxiety was non-significant, indicating that exposure to the traditional personalized scenario over time did not elicit more anxiety than exposure to the virtual scenario.
“The interaction was non-significant, indicating that exposure to the traditional personalized scenario over time did not elicit more anxiety than exposure to the virtual scenario.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataComorbid disorders were diagnosed in 64.3% of the sample.
“Comorbid disorders were diagnosed in 64.3% of the sample—social anxiety being the most frequent (n = 8) while others were specific phobias (n = 4), panic disorder (n = 3), obsessive-compulsive disorder (n = 1), and other diagnosis (n = 2).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataThe second a priori interaction contrast for negative affect was non-significant, although the effect size was close to significance.
“The second a priori interaction contrast was non-significant [t(26) = 2.03, p > 0.05 eta-squared = 0.07, effect-size = medium, power = 0.60, expected N to detect a significant difference with a power of 0.80 = 120], although the effect size was close to significance.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataParticipants were all francophone with a mean age of 38.33 (SD = 12.78).
“They were all francophone with a mean age of 38.33 (SD = 12.78).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe interaction contrast from the first to the second exposure was significant, indicating that the traditional personalized scenario elicited more anxiety than the VR scenario.
“However, the interaction contrast was significant [t(26) = 2.20, p < 0.05, partial eta-squared = 0.09, effect-size = medium, power = 0.65], indicating that the traditional personalized scenario elicited more anxiety than the VR scenario.”
Quote in the paperSubstantial claim- Rests on an assumption: The personalized scenario in imagination is a valid representation of traditional cognitive exposure.
May combine two claims.
Findingown dataThe interaction contrast for negative affect at the first exposure was non-significant, revealing a similar and only slight increase in negative affect.
“The interaction contrast was non-significant [t(26) = 0.94, p > 0.05, eta-squared = 0.02, effect-size = small, power = 0.20, expected N to detect a significant difference with a power of 0.80 = 344], revealing a similar and only slight increase in negative affect.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataWhen compared to the neutral scenario, the increase in anxiety in the personalized imagination scenario versus the standardized VR scenario is associated with a small effect size, and more than 2000 participants would be required to detect a significant difference between the two exposure modalities.
“When compared to the neutral scenario, the increase in anxiety experience in the personalized scenario in imagination versus the standardized scenario in VR is associated with a small effect size and more than 2 000 participants would be required to detect a significant difference in the two exposure modalities.”
Quote in the paperSubstantial claim- Rests on an assumption: The neutral virtual environment does not itself induce anxiety and serves as a valid baseline.
- Rests on an assumption: The personalized scenario in imagination is a valid representation of traditional cognitive exposure.
May combine two claims.
Findingown dataThe impact of the exposure sessions mirrors those of the anxiety measure on the a priori contrasts, but the differences do not remain statistically significant after controlling for the number of comparisons.
“To be more precise, the impact of the exposure sessions mirror those of the anxiety measure on the a priori contrasts, but the differences do not remain statistically significant after controlling for the number of comparisons.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe difference between exposure to standardized scenarios in VR and personalized scenarios in imagination was significant only when the sequence of exposure sessions was counterbalanced, and it did not remain significant after controlling for the number of comparisons.
“The actual difference between exposure to standardized scenarios in VR and personalized scenarios in imagination was significant only when the sequence of exposure sessions was counterbalanced and it did not remain significant after controlling for the number of comparisons.”
Quote in the paperSubstantial claim- Rests on an assumption: The personalized scenario in imagination is a valid representation of traditional cognitive exposure.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationVR immersions can elicit anxiety in people with specific phobia compared to people without an anxiety disorder.
“Studies have demonstrated that, compared to people who do not suffer from an anxiety disorder, immersions in virtual reality (VR) can elicit anxiety in people suffering from specific phobia [5], and from obsessive-compulsive disorder characterized by fear of contamination [6] or by checking behaviors [7].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [5] Robillard, 2003, Anxiety and presence during VR immersion: A comparative study of the reactions of phobic and non-phobic participants in therapeutic virtual environments derived from computer games, Cyberpsychol. Behav. source
Not checked in the free run.
May combine two claims.
PremisecitationVR is relevant and efficacious for conducting exposure in the treatment of anxiety disorders.
“Several studies, summarized in literature reviews (e.g., [8]) and meta-analyses (e.g., [9,10,11]), have documented the relevance and efficacy of using VR to conduct exposure (also called in virtuo exposure, [12]) in the treatment of anxiety disorders.”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [8] McCann, 2014, Virtual reality exposure therapy for the treatment of anxiety disorders: An evaluation of research quality, J. Anxiety Disord. source
Not checked in the free run.
- cites [9] Chesham, 2018, Meta-analysis of the efficacy of virtual reality exposure therapy for social anxiety, Behav. Chang. source
Not checked in the free run.
- cites [10] Fernández-Alvarez, J., Rozental, A., Carlbring, P., Colombo, D., Riva, G., Anderson, P.L., Baños, R.M., Benbow, A.A., Bouchard, S., and Bretón López, J.M. (2018). Deterioration rates in virtual reality exposure therapy: An individual patient data level meta-analysis. J. Anxiety Disord., in press. source
Not checked in the free run.
- cites [11] Morina, 2015, Can virtual reality exposure therapy gains be generalized to real-life? A meta-analysis of studies applying behavioral assessments, Behav. Res. Ther. source
Not checked in the free run.
- cites [12] Tisseau, J. (2008, January 2). In vivo, in vitro, in silico, in virtuo. Proceedings of the 1st Workshop on SMA in Biology at Meso or Macroscopic Scales, Paris, France.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationVR immersions can elicit anxiety in people with obsessive-compulsive disorder characterized by checking behaviors.
“Studies have demonstrated that, compared to people who do not suffer from an anxiety disorder, immersions in virtual reality (VR) can elicit anxiety in people suffering from specific phobia [5], and from obsessive-compulsive disorder characterized by fear of contamination [6] or by checking behaviors [7].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [7] Kim, 2012, Comparison of checking behavior in adults with or without checking symptoms of obsessive-compulsive disorder using a novel computer-based measure, Comput. Methods Programs Biomed. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationVR immersions can elicit anxiety in people with obsessive-compulsive disorder characterized by fear of contamination.
“Studies have demonstrated that, compared to people who do not suffer from an anxiety disorder, immersions in virtual reality (VR) can elicit anxiety in people suffering from specific phobia [5], and from obsessive-compulsive disorder characterized by fear of contamination [6] or by checking behaviors [7].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [6] Laforest, 2016, Inducing an anxiety response using a contaminated virtual environment: Validation of a therapeutic tool for obsessive-compulsive disorder, Front. ICT source
Not checked in the free run.
May combine two claims.
Study design and conductown dataNo differences were found between the two conditions on GAD severity (ADIS-IV and PSWQ), perceived quality of the VR system (PQ), and unwanted negative side effects induced by VR immersion (SSQ).
“No differences were found between the two conditions on the GAD severity (as assessed with the ADIS-IV and the PSWQ), on how they perceived the quality of the VR system (PQ), and in unwanted negative side effects induced by the immersion in VR (SSQ).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premiseown dataThe ITQ has a Cronbach's alpha of 0.78.
“Cronbach’s alpha reaches 0.78.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [33] Witmer, 1998, Measuring presence in virtual environments: A presence questionnaire, Presence source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe PQ has a Cronbach's alpha of 0.84.
“Cronbach’s alpha reaches 0.84.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [33] Witmer, 1998, Measuring presence in virtual environments: A presence questionnaire, Presence source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationUsing VR is considered more attractive than in vivo exposure for some patients.
“Finally, using VR is considered more attractive than in vivo exposure for some patients [17].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [17] Hoffman, 2001, Redefining therapeutic success with VR exposure therapy, Cyberpsychol. Behav. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe IUS has very good internal consistency (Cronbach's alpha of 0.91) and good convergent validity with the PSWQ.
“This measure possesses very good internal consistency (Cronbach’s alpha of 0.91) and good convergent validity with the PSWQ.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [20] Freeston, 1994, Why do people worry?, Personal. Individ. Differ. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe study was approved by the Ethics Committee of UQO and participants signed a free and informed consent form.
“The project, conducted in concordance with the Declaration of Helsinki and the Canadian Tri-Council policy statement for ethical conduct for research involving humans, was approved by the Ethics Committee of UQO and participants signed a free and informed consent form.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe GPQ has a Cronbach's alpha of 0.69.
“The GPQ has a Cronbach’s alpha of 0.69.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [6] Laforest, 2016, Inducing an anxiety response using a contaminated virtual environment: Validation of a therapeutic tool for obsessive-compulsive disorder, Front. ICT source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationThe results of Guitard et al. were positive enough to warrant transposing the scenarios used in imagination into VR scenarios and testing them with people suffering from GAD.
“In their research, Guitard and her colleagues [25] demonstrated that the effect size of exposure in imagination to the individualized scenarios was slightly higher than the standardized ones on the measure of heart rate but, nevertheless, the results were positive enough to warrant transposing the scenarios used in imagination into VR scenarios and testing them with people suffering from GAD.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [25] Guitard, T., Bouchard, S., and Bélanger, C. (2011, January 10–13). Exposure to standardized catastrophic scenarios with patients suffering from GAD. Presented at the 45th Annual Convention of the Association for Behavioral and Cognitive Therapy (ABCT), Toronto, ON, Canada.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe CAQ has good psychometric features with a Cronbach's alpha of 0.95 for the totality of items on an adult non-clinical sample and of 0.92 on a sample of adolescents.
“Studies have indicated good psychometric features for this scale with a Cronbach’s alpha of 0.95 for the totality of the items on an adult sample and of 0.92 on a sample of adolescents, both non-clinical samples.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Gosselin, 2001, Évaluation des inquiétudes: Validation d’une traduction française du Penn State Worry Questionnaire, L’Encéphale
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataMauchly's sphericity values were non-significant, so non-corrected values were used in the repeated measures ANOVAs.
“All Mauchly’s (sphericity) values were non-significant, therefore the non-corrected values were used.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe regression analyses met assumptions of linearity, multicollinearity, autocorrelation, multivariate normality, and homoscedasticity.
“Prior to performing the analyses, data were screened for linearity (by examining a scatterplot), multicollinearity (by verifying the tolerance and VIF values), autocorrelation among the residuals (by verifying the Durbin-Watson values and examining a scatterplot), multivariate normality (by examining a histogram), and homoscedasticity (by examining a scatterplot). All assumptions were met.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe French version of the STAI-Y1 has excellent psychometric values, with a Cronbach's alpha of 0.94 and 0.86 for men and women, respectively.
“The French version of this measure has excellent psychometric values, with a Cronbach’s alpha of 0.94 and 0.86 for men and women, respectively [36].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [36] Gauthier, 1993, Adaptation canadienne-française de la forme révisée du State-Trait Anxiety Inventory de Spielberger, Revue Canadienne des Sciences du Comportement source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe English version of the PSWQ has good internal consistency (Cronbach's alpha ranging from 0.86 to 0.95) and test-retest reliability (ranging from 0.74 to 0.93).
“The psychometric properties of the English version are very good, with good internal consistency (Cronbach’s alpha ranging from 0.86 to 0.95) and test retest reliability (ranging from 0.74 to 0.93) [29,30].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [29] Davey, G.C.L., and Tallis, F. (1994). The Penn State Worry Questionnaire: Psychometric properties and associated characteristics. Worrying: Perspectives on Theory, Assessment and Treatment, John Wiley & Sons.
Not checked in the free run.
- cites [30] Gosselin, 2002, Le questionnaire d’évitement cognitif: Développement et validation auprès d’adultes et d’adolescents, Journal de thérapie comportementale et cognitive
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataResults were similar if the data were not corrected for outliers.
“Parametric analyses were then performed, with descriptive results reported in Table 2 (note that results were similar if the data is not corrected for outliers).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenBonferroni corrections were applied to control the Type-I error rate.
“To control for Type-I error rate, Bonferroni corrections were applied.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe negative affect subscale of the PANAS has adequate internal consistency, with a Cronbach's alpha ranging from 0.80 to 0.84.
“Internal consistency of the negative affect subscale is adequate, with a Cronbach’s alpha ranging from 0.80 to 0.84.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [39] Watson, 1988, Development and validation of brief measures of positive and negative affect: The PANAS scales, J. Personal. Soc. Psychol. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe WW-II has good test-retest reliability (r = 0.81) and internal consistency (Cronbach's alpha of 0.93).
“This questionnaire possesses good test-retest reliability (r = 0.81) and internal consistency (Cronbach’s alpha of 0.93) [40].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [40] Bouvard, M. (2009). Questionnaires et échelles d’évaluation de la personnalité, Elsevier Masson. [3rd ed.].
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataParticipants were randomly assigned to one of two exposure orders.
“The participants included in the study were randomly assigned to one of the two conditions: (a) exposure to a standardized scenario in VR followed by exposure to an individualized scenario in imagination (VR-Exp/IM-Exp; n = 13) or (b) exposure to an individualized scenario in imagination followed by exposure to standardized scenario in VR (IM-Exp/VR-Exp.; n = 15).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataControlling with ANCOVAs for the use of three standardized scenarios did not change the interpretation of the results.
“Controlling with ANCOVAs for the use of three standardized scenarios did not change the interpretation of the results.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationPeople with GAD are afraid of uncertainty accompanied with a broad range of situations.
“As opposed to other anxiety disorders, people suffering from GAD are not essentially afraid of specific and concrete stimuli. They are afraid of uncertainty accompanied with a broad range of situations.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [18] Dugas, 1998, Generalized anxiety disorder: A preliminary test of a conceptual model, Behav. Res. Ther. source
Not checked in the free run.
- cites [19] Dugas, 2000, Treatment of GAD. Targeting intolerance of uncertainty in two types of worry, Bheav. Modif. source
Not checked in the free run.
- cites [20] Freeston, 1994, Why do people worry?, Personal. Individ. Differ. source
Not checked in the free run.
May combine two claims.
InterpretationcitationThe results were in the same range as those in the Guitard et al. [25] study and studies using VR for other anxiety disorders.
“Results were also in the same range than in the Guitard et al. [25] study, where participants had to imagine the scenarios instead of being exposed to them in VR, and to studies using VR for other anxiety disorders (e.g., [6,7]).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [25] Guitard, T., Bouchard, S., and Bélanger, C. (2011, January 10–13). Exposure to standardized catastrophic scenarios with patients suffering from GAD. Presented at the 45th Annual Convention of the Association for Behavioral and Cognitive Therapy (ABCT), Toronto, ON, Canada.
Not checked in the free run.
- cites [6] Laforest, 2016, Inducing an anxiety response using a contaminated virtual environment: Validation of a therapeutic tool for obsessive-compulsive disorder, Front. ICT source
Not checked in the free run.
- cites [7] Kim, 2012, Comparison of checking behavior in adults with or without checking symptoms of obsessive-compulsive disorder using a novel computer-based measure, Comput. Methods Programs Biomed. source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe French version of the PSWQ has equally good validity and internal consistency.
“The same was found for the French version (see [30]) indicate equally good validity and internal consistency.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] Gosselin, 2002, Le questionnaire d’évitement cognitif: Développement et validation auprès d’adultes et d’adolescents, Journal de thérapie comportementale et cognitive
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe SSQ has a Cronbach's alpha of 0.87.
“Cronbach’s alpha reaches 0.87.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [34] Bouchard, 2007, Revising the factor structure of the Simulator Sickness Questionnaire, Annu. Rev. Cyberther. Telemed.
Not checked in the free run.
The quote only partly states this claim.
Interpretationown dataOverall, personalized scenarios may be more anxiety provoking than standardized VR scenarios.
“Overall, this suggests that personalized scenarios may be more anxiety provoking.”
Quote in the paperSubstantial claim- Rests on an assumption: The personalized scenario in imagination is a valid representation of traditional cognitive exposure.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe sample is relatively small.
“First, the sample is relatively small.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationResults from Labbé et al. [42] are in line with the pioneering paper from Repetto et al. [43] on GAD, although they are the first to address the core fear of GAD.
“Results from Labbé et al. [42] are in line with the pioneering paper from Repetto et al. [43] on GAD, although they are the first to address the core fear of GAD.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [42] Labbé Thibault, P., Côté, G., and Gosselin, P. (2017). Effet de l’exposition en réalité virtuelle sur les symptômes du trouble d’anxiété généralisée. [Ph.D. Thesis, Université de Sherbrooke].
Not checked in the free run.
- cites [43] Repetto, 2013, Virtual reality and mobile phones in the treatment of generalized anxiety disorders: A phase-2 clinical trial, Pers. Ubiquitous Comput. source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
Study design and conductreasoningUsing three different VEs instead of one could be argued as a limitation, but using only one scenario would fail to target participants' main worry themes, which would be far more detrimental than comparing three generic scenarios to 28 individualized ones.
“Furthermore, the choice of three different VEs instead of only one could be argued as another limitation. However, the drawback of using only one scenario would be not targeting the main worry themes of the participants. This would be far more detrimental than comparing only three slightly different generic scenarios to 28 totally different and individualized ones.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductcitationThe research protocol was not designed to show how frightening VR could be to GAD patients, but to show the potential of scenarios with a feeling of uncertainty to elicit anxiety in a population that perceives uncertainty as threatening.
“The research protocol was not designed to show how much an experience in VR could be frightening to GAD patients, but to show the potential of scenarios with a feeling of uncertainty to elicit anxiety in a population that is known to perceive uncertainty as threatening [18].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [18] Dugas, 1998, Generalized anxiety disorder: A preliminary test of a conceptual model, Behav. Res. Ther. source
Not checked in the free run.
May combine two claims.
Interpretationown dataThe findings were observed on the anxiety measure but not on the less specific measure of negative affect.
“The findings are even more interesting because they were observed on the anxiety measure, but not on the less specific measure of negative affect.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe direct comparison of the two exposure modalities is associated with a medium effect size, and a lack of power explains why the difference does not remain significant after controlling for the number of comparisons.
“However, the direct comparison of the two modalities with each other (i.e., the interaction contrast between the exposure scenarios) is associated with a medium effect size and a lack of power explains why the difference does not remain significant after controlling for the number of comparisons.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationcitationPresenting the neutral immersion in VR to all participants at the beginning of the experiment may have protected against novelty, leaving room for other variables such as dysfunctional thoughts about the usefulness of worry to stand out in predicting state anxiety.
“Presenting the neutral immersion in VR to all participants at the beginning of the experiment may have protected against the elements of novelty in the task [25], leaving room for other variables to stand out, such as the severity of dysfunctional thoughts about the usefulness of worry in predicting state anxiety.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [25] Guitard, T., Bouchard, S., and Bélanger, C. (2011, January 10–13). Exposure to standardized catastrophic scenarios with patients suffering from GAD. Presented at the 45th Annual Convention of the Association for Behavioral and Cognitive Therapy (ABCT), Toronto, ON, Canada.
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThis paves the way for the development of psychotherapy protocols that would integrate in virtuo exposure to test in randomized control trials.
“This paves the way for the development of psychotherapy protocols that would integrate in virtuo exposure to test in randomized control trials.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationLabbé et al. [42] found that exposure to one standardized VR scenario in GAD patients significantly improved all GAD measures post-treatment, maintained at two-month follow-up, and specific to health-related worries.
“Results showed a significant improvement on all measures related to GAD post-treatment, including the tendency to worry, symptoms of GAD, and anxiety. Treatment gains were maintained at the two-month follow-up. In addition, the changes were specific to health-related worries”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [42] Labbé Thibault, P., Côté, G., and Gosselin, P. (2017). Effet de l’exposition en réalité virtuelle sur les symptômes du trouble d’anxiété généralisée. [Ph.D. Thesis, Université de Sherbrooke].
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationThe sociodemographic and clinical characteristics of the sample are typical of a study sample of GAD patients, except that there were slightly more women than in the general population, where women are usually three times more likely than men to have GAD.
“The sociodemographic and clinical characteristics of the sample are typical of a study sample of GAD patients, with the exception of slightly more women than what is found in the general population, where women are usually three times more likely than men to have GAD [44].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] Katzman, 2014, Canadian clinical practice guidelines for the management of anxiety, posttraumatic stress and obsessive-compulsive disorders, BMC Psychiatry source
Not checked in the free run.
The paper relies on this without support.
Inducing anxiety in a standardized VR scenario is necessary for it to be usable as an exposure strategy in GAD treatment.
“Accordingly, the goal of the current study is to document the potential of virtual environments adapted from catastrophic scenarios to induce the anxiety necessary to eventually use VR as an exposure strategy in the treatment of GAD.”
The paper relies on this without support.
In virtuo exposure provides greater standardization of exposure cues than in vivo exposure.
“In virtuo exposure also provides greater standardization of the exposure cues, which can be useful for researchers as well as clinicians.”
The paper relies on this without support.
Not all patients are good at imagining or visualizing feared situations.
“For example, not all patients are good at imagining or visualizing feared situations, yet exposure in imagination is often used with GAD patients.”
The paper relies on this without support.
It is difficult to know what patients are thinking about, if they are engaged in avoidance or neutralization behaviors while doing exposure, or if the right stimuli are included in the scenario.
“It may be difficult to know what patients are thinking about, if they are engaged in avoidance or neutralization behaviors while doing exposure, or if the right stimuli are included in the scenario.”
The paper relies on this without support.
The neutral virtual environment does not itself induce anxiety and serves as a valid baseline.
“Exposure to a neutral scenario was used as a baseline for comparisons.”
The paper relies on this without support.
The personalized scenario in imagination is a valid representation of traditional cognitive exposure.
“The current study compared a standardized scenario in VR and a traditional personalized scenario.”
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?
The outcomes from the IM-VRCBT group are concordant to other investigations indicating that exposure and relaxation VR scenarios are similarly effective to the classical, face-to-face version of these strategies in reducing GAD symptoms.
“Consequently, the outcomes from the IM-VRCBT group are concordant to other investigations indicating that exposure and relaxation VR scenarios are similarly effective to the classical, face-to-face version of these strategies in reducing GAD symptoms (Gorini and Riva, 2008; Meyerbröker and Emmelkamp, 2010; Guitard et al., 2019).”
From Standard CBT versus integrative and multimodal CBT assisted by virtual-reality for generalized anxiety disorder (2022) · cites this paper as Guitard et al., 2019
The Abstract and Discussion report that VR exposure and traditional exposure in imagination both elicited anxiety in participants with GAD, with no clear difference between them on that measure. They do not establish that the approaches are similarly effective at reducing GAD symptoms: the study did not test treatment efficacy or compare VR relaxation with face-to-face relaxation. (LLM, conf=0.88)
Experimental — accuracy not yet measuredA recent study found no difference in evoked anxiety between exposure to standardized catastrophic scenarios in VR and imaginal exposure with personalized scenarios, suggesting that perfect tailoring is at least not necessary.
“One recent study compared exposure to standardized catastrophic scenarios in VR, to imaginal exposure with personalized scenarios, and found no difference in evoked anxiety (Guitard et al. 2019), suggesting that perfect tailoring is at least not necessary.”
From Better, Virtually: the Past, Present, and Future of Virtual Reality Cognitive Behavior Therapy (2021) · cites this paper as Guitard et al. 2019
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Consistentt(26) = 3.82reported p < .001 · recomputed p < .001
“t(26) = 3.82, p < .001”
- Consistentt(26) = -0.58reported p > .05 · recomputed p = .567
“t(26) = −0.58, p > .05”
- Consistentt(26) = 0.48reported p > .05 · recomputed p = .635
“t(26) = 0.48, p > .05”
- Consistentt(26) = 2.2reported p < .05 · recomputed p = .037
“t(26) = 2.20, p < .05”
- Consistentt(26) = 2.59reported p < .05 · recomputed p = .016
“t(26) = 2.59, p < .05”
- Consistentt(26) = 0.94reported p > .05 · recomputed p = .356
“t(26) = 0.94, p > .05”
- Consistentt(26) = 2.03reported p > .05 · recomputed p = .053
“t(26) = 2.03, p > .05”
- ConsistentF(3, 24) = 7.29reported p < .01 · recomputed p = .001
“F(3, 24) = 7.29, p < .01”
- ConsistentF(3, 24) = 4.79reported p < .05 · recomputed p = .009
“F(3, 24) = 4.79, p < .05”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Cognitive Avoidance Questionnaire citation points to the PSWQ
MinorThe Cognitive Avoidance Questionnaire is attributed to reference 31, whose title instead identifies it as a validation of the Penn State Worry Questionnaire.
“This measure [31] was therefore used to evaluate the degree of cognitive avoidance in the sample.”
“31. Gosselin P. Dugas M.J. Ladouceur R. Freeston M.H. Évaluation des inquiétudes: Validation d’une traduction française du Penn State Worry Questionnaire”
PSWQ French-version citation points to a different questionnaire
MinorThe text cites reference 30 for the French version of the Penn State Worry Questionnaire, but reference 30 is titled as a study of the Cognitive Avoidance Questionnaire.
“The same was found for the French version (see [30]) indicate equally good validity and internal consistency.”
“30. Gosselin P. Langlois F. Freeston M.H. Ladouceur R. Dugas M.J. Pelletier O. Le questionnaire d’évitement cognitif: Développement et validation auprès d’adultes et d’adolescents”
Why Worry citation points to the PSWQ
MinorReference 31 is identified as the source of the original Why Worry questionnaire, but its title identifies the Penn State Worry Questionnaire instead.
“This questionnaire is a revised version of the original Why Worry [31].”
“31. Gosselin P. Dugas M.J. Ladouceur R. Freeston M.H. Évaluation des inquiétudes: Validation d’une traduction française du Penn State Worry Questionnaire”
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“Regardless of the stimulus, the purpose of exposure is to learn new mental associations between the stimuli and lack of threat [2,3].”
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“The sociodemographic and clinical characteristics of the sample are typical of a study sample of GAD patients, with the exception of slightly more women than what is found in the general population, where women are usually three times more likely than men to have GAD [44].”
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Self-citationTreatment of Gad: Targeting Intolerance of Uncertainty in Two Types of Worry
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“In the cognitive-behavioral treatment of GAD, exposure is often conducted in the imagination, where patients have to repeat mentally or write down a scenario depicting one of their worst catastrophic worries [21,22].”
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Sorted by citations
Virtual reality therapy in mental health
Emmelkamp, P. M. G., & Meyerbröker, K. (2021) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-081219-115923 · Cited by 363 · 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 for supporting the treatment of depression and anxiety: scoping review
Baghaei, N., Chitale, V., Hlasnik, A., Stemmet, L., Liang, H.-N., & Porter, R. (2021) · JMIR Mental Health · doi:10.2196/29681 · Cited by 197 · see citing works
“A total of 34 articles were selected for this scoping review (Multimedia Appendix 2 [14,15,25-56]).”
BackgroundMethodInfluentialBetter, Virtually: the Past, Present, and Future of Virtual Reality Cognitive Behavior Therapy
Lindner, P. (2021) · International Journal of Cognitive Therapy · doi:10.1007/s41811-020-00090-7 · Cited by 120 · see citing works
Virtual 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
Lindner, P., Hamilton, W., Miloff, A., & Carlbring, P. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00792 · Cited by 85 · see citing works
Lindner, P., Dagöö, J., Hamilton, W., Miloff, A., Andersson, G., Schill, A., & Carlbring, P. (2020) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2020.1795240 · Cited by 84 · see citing works
The use of virtual reality in assessment and treatment of anxiety and related disorders
Meyerbröker, K., & Nexhmedin Morina, B. (2021) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.2623 · Cited by 60 · see citing works
Verzwyvelt, L. A., McNamara, A., Xu, X., & Stubbins, R. (2021) · Scientific Reports · doi:10.1038/s41598-021-99763-2 · Cited by 41 · see citing works
Extended reality for biomedicine
Yuan, J., Hassan, S. S., Wu, J., Koger, C. R., Packard, R. R. S., Shi, F., Fei, B., & Ding, Y. (2023) · Nature Reviews Methods Primers · doi:10.1038/s43586-023-00198-y · Cited by 40 · see citing works
The effect of virtual reality therapy and counseling on students' public speaking anxiety
Sarpourian, F., Samad‐Soltani, T., Moulaei, K., & Bahaadinbeigy, K. (2022) · Health Science Reports · doi:10.1002/hsr2.816 · Cited by 38 · see citing works
360° Videos for Immersive Mental Health Interventions: a Systematic Review
Ionescu, A., Daele, T. V., Rizzo, A., Blair, C., & Best, P. (2021) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-021-00221-7 · Cited by 38 · see citing works
Use of Virtual Reality in Psychiatric Diagnostic Assessments: A Systematic Review
Geraets, C. N. W., Wallinius, M., & Sygel, K. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.828410 · Cited by 31 · see citing works
Takac, M., Collett, J., Conduit, R., & Foe, A. D. (2021) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.2624 · Cited by 28 · see citing works
Chitale, V., Baghaei, N., Playne, D. P., Liang, H., Zhao, Y., Erensoy, A., & Ahmad, Y. (2022) · Games for Health Journal · doi:10.1089/g4h.2021.0227 · Cited by 28 · see citing works
Wang, T.-C., Tsai, C.-L., Tang, T.-W., Wang, W.-L., & Lee, K.-T. (2019) · Journal of Clinical Medicine · doi:10.3390/jcm8070973 · Cited by 27 · see citing works
Evaluating virtual reality technology in psychotherapy: impacts on anxiety, depression, and ADHD
Wang, P., Ai, X., Zhang, X. Q., Ma, F., Zhuang, Y., & Wang, S. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1480788 · Cited by 28 · 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
Popa, C. O., Sava, F. A., Muresan, S., Schenk, A., Cojocaru, C. M., Muntean, L. M., & Olah, P. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1008981 · Cited by 14 · see citing works
“To our knowledge, previous studies compared different VR protocols for GAD with waiting lists and other specific exposure (Guitard et al., 2019) or relaxation techniques (Gorini et al.”
BackgroundMethodResultLinares-Chamorro, M., Domènech-Oller, N., Jerez‐Roig, J., & Piqué-Buisan, J. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19169793 · Cited by 12 · see citing works
Alahmari, K., Duh, H. B., & Skarbez, R. (2022) · Behaviour and Information Technology · doi:10.1080/0144929x.2022.2118078 · Cited by 12 · see citing works
Extended reality for biomedicine
Yuan, J., Hassan, S. S., Wu, J., Koger, C. R., Packard, R. R. S., Shi, F., Fei, B., & Ding, Y. (2023) · Nature Reviews Methods Primers · doi:10.1038/s43586-023-00208-z · Cited by 11 · see citing works
The Association between Imagination and Anxiety in the Times of the COVID-19 Pandemic
Zabelina, D. L., Clay, J. Z., & Upshaw, J. D. (2021) · Creativity Research Journal · doi:10.1080/10400419.2020.1871549 · Cited by 10 · see citing works
Malbos, É., Chichery, N., Borwell, B., Weindel, G., Molitor, J., Einig-Iscain, M., Seimandi, J., & Lançon, C. (2025) · Journal of Clinical Medicine · doi:10.3390/jcm14041351 · Cited by 8 · see citing works
Das Potenzial der virtuellen Realität in der Verhaltenstherapie
Diemer, J. (2019) · Nervenheilkunde · doi:10.1055/a-0928-0734 · Cited by 8 · see citing works
Technological Advances in Treating Anxiety Disorders
Goetter, E. M., & Yuen, E. K. (2024) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2024.04.020 · Cited by 5 · see citing works
Using VR for Obsessive-Compulsive and Related Disorders
Bouchard, S., Laforest, M., Gamito, P. S., & Cárdenas‐López, G. (2019) · Virtual reality technologies for health and clinical applications · doi:10.1007/978-1-4939-9482-3_5 · Cited by 4 · see citing works
Self-citationMbatha, S. Z., Mulaudzi, T. V., Mbita, Z., Adeola, H. A., Batra, J., Blenman, K., & Dlamini, Z. (2023) · Springer eBooks · doi:10.1007/978-3-031-36461-7_7 · Cited by 5 · see citing works
Imagination, anxiety, and loneliness during the COVID-19 pandemic.Preprint
Zabelina, D. L., Clay, J. Z., & Upshaw, J. D. (2021) · doi:10.31234/osf.io/9aqbj · Cited by 3 · see citing works
Terapide Sanal Gerçeklik Uygulamalarının Etkililiği: Bir Meta-Analiz Çalışması
YILDIRIM, N. H., & Çolak, T. S. (2024) · Ayna Klinik Psikoloji Dergisi · doi:10.31682/ayna.1208024 · Cited by 2 · see citing works
Virtual Reality and Mental Health
Haws, J. K., & Lack, C. W. (2025) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2025.08.021 · Cited by 1 · see citing works
Badeja, D., Schier, F., Straka, H.-C., McGinity, M., & Hoyer, J. (2026) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2026.103150 · Cited by 1 · see citing works
Darmová, B., Fajnerová, I., & Appel, L. (2026) · Technologies · doi:10.3390/technologies14050305
Current trends in treatment of generalised anxiety disorder
Nosková, E., Šebela, A., & Stopková, P. (2020) · Psychiatrie pro praxi · doi:10.36290/psy.2020.012 · Cited by 1 · see citing works
Treatment of Generalized Anxiety Disorder with Virtual Reality. Systematic Review
Andoni, M., & Vaida, S. R. (2024) · Educatia 21 · doi:10.24193/ed21.2024.29.08 · Cited by 1 · see citing works
Wu, Y., Wang, N., Zhang, H., & Zhang, Y. (2022) · doi:10.2196/preprints.38227
Treating Anxiety Disorders with Virtual Reality
McMahon, E. (2025) · doi:10.1002/9781394278480.ch11
Generalized anxiety disorder and its treatment
Adamcová, K., Stopková, P., Jablonská, M., Jakeš, D., Darmová, B., & Fajnerová, I. (2025) · Psychiatrie pro praxi · doi:10.36290/psy.2025.014
Han, Q. (2025) · Journal of Computational Methods in Sciences and Engineering · doi:10.1177/14727978251371162
RetractedQuevedo-Bayona, I., Llamazares, M. D. C. E., Martínez-Martín, M. Á., & González, A. L. O. (2026) · Nexus Multidisciplinary Research Journal · doi:10.66615/xj1tdf26
- Authors
- Guitard, T., Bouchard, S., Bélanger, C., & Berthiaume, M.
- Affiliations
- Université du Québec à Montréal (CA)
- University of Ottawa (CA)
- Corresponding author
- Bouchard, Stéphane
- Venue
- Journal of Clinical Medicine
- Publisher
- MDPI AG
- Published
- 2019-03-05
- Volume
- 8
- Issue
- 3
- Pages
- 309
- ISSN
- 2077-0383 (ISSN-L)
- PMC
- PMC6463165
- OpenAlex
- W2918739891
- Cited by
- 40
- References
- 36
- Citations by year
- 2026: 3 · 2025: 5 · 2024: 4 · 2023: 3 · 2022: 8 · 2021: 8 · 2020: 5 · 2019: 4
- FWCI
- 7.37
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Journal of Clinical Medicine (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- Canada Research Chairs (950-205582)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Physical Sciences › Computer Science › Human-Computer Interaction › Virtual Reality Applications and Impacts
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Keywords
- generalized anxiety disorder, virtual reality exposure therapy, catastrophic scenarios, cognitive behavioral therapy, anxiety induction, negative affect, individual differences
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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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