A Cloud-Based Virtual Reality App for a Novel Telemindfulness Service: Rationale, Design and Feasibility Evaluation
Open accessAbstract
BACKGROUND: Worldwide, there has been a marked increase in stress and anxiety, also among patients with traumatic brain injury (TBI). Access to psychology services is limited, with some estimates suggesting that over 50% of sufferers are not accessing the existing services available to them for reasons such as inconvenience, embarrassment, or stigmatization concerns around mental health. Health service providers have increasingly been turning to drug-free therapies, such as mindfulness programs, as complementary treatments. OBJECTIVE: Virtual reality (VR) as a new delivery method for meditation-based stress and anxiety reduction therapy offers configurable environments and privacy protection. Our objective was to design a serious learning-meditation environment and to test the feasibility of the developed telemindfulness approach based on cloud technologies. METHODS: We developed a cloud-based system, which consisted of a Web interface for the mindfulness instructor and remote clients, who had 3D VR headsets. The mindfulness instructor could communicate over the Web interface with the participants using the headset. Additionally, the Web app enabled group sessions in virtual rooms, 360-degree videos, and real interactions or standalone meditation. The mindfulness program was designed as an 8-week Mindfulness-Based Stress Reduction course specifically for the developed virtual environments. The program was tested with four employees and four patients with TBI. The effects were measured with psychometric tests, the Mindful Attention Awareness Scale (MAAS) and the Satisfaction With Life Scale (SWLS). Patients also carried out the Mini-Mental State Examination (MMSE). An additional objective evaluation has also been carried out by tracking head motion. Additionally, the power spectrum analyses of similar tasks between sessions were tested. RESULTS: The patients achieved a higher level of life satisfaction during the study (SWLS: mean 23.0, SD 1.8 vs mean 18.3, SD 3.9) and a slight increase of the MAAS score (mean 3.4, SD 0.6 vs mean 3.3, SD 0.4). Particular insight into the MAAS items revealed that one patient had a lower MAAS score (mean 2.3). Employees showed high MAAS scores (mean 4.3, SD 0.7) and although their SWLS dropped to mean 26, their SWLS was still high (mean 27.3, SD 2.8). The power spectrum showed that the employees had a considerable reduction in high-frequency movements less than 0.34 Hz, particularly with the 360-degree video. As expected, the patients demonstrated a gradual decrease of high-frequency movements while sitting during the mindfulness practices in the virtual environment. CONCLUSIONS: With such a small sample size, it is too early to make any specific conclusions, but the presented results may accelerate the use of innovative technologies and challenge new ideas in research and development in the field of mindfulness/telemindfulness.
AI snapshot
Written from the paper’s full text.
TL;DR
This paper describes ReCoVR, a cloud-based virtual reality telemindfulness app using GearVR headsets and a Web interface, and reports a feasibility study of a modified 8-week Mindfulness-Based Stress Reduction program in eight participants. Results suggest improved life satisfaction in patients and some changes in mindfulness scores and head motion, but the small sample precludes specific conclusions.
Key findings
- Patients’ Satisfaction With Life Scale (SWLS) scores increased from mean 18.3 (SD 3.9) before to mean 23.0 (SD 1.8) after the program; their Mindful Attention Awareness Scale (MAAS) score showed a slight increase (abstract: mean 3.4, SD 0.6 vs mean 3.3, SD 0.4; results section: mean 3.4, SD 0.6 vs mean 3.2, SD 0.4). One patient had a lower MAAS score (mean 2.3).
- Employees showed high MAAS scores (mean 4.3, SD 0.7) and high SWLS at baseline (mean 27.3, SD 2.8), with a slight decrease during the study (abstract reports to mean 26; results report mean 25).
- Head-motion analysis showed employees had a considerable reduction in high-frequency movements greater than 0.34 Hz, particularly with the 360-degree video, while patients demonstrated a gradual decrease of high-frequency movements while sitting during mindfulness practices.
- One patient with an MMSE score below 30 improved from 19 at entry to 26 at midterm and 29 at program end.
Methods
- Feasibility study of the ReCoVR system: a cloud server, Web interface for the mindfulness instructor, and remote clients using Samsung GearVR headsets with mobile phones; options included self-meditation and remote group sessions in virtual environments and 360-degree videos.
- Eight participants: four hospital employees aged 27–40 with self-reported anxiety and stress, and four outpatients aged 24–48 (one with a brain tumor and three with traumatic brain injury). Inclusion required mild or no cognitive impairment; high diopters, astigmatism, and glasses use were exclusion criteria.
- Outcomes measured with MAAS and SWLS before, at midterm (week 4), and after the 8-week program; patients also took the MMSE. Head motion was tracked via the mobile phone’s orientation sensor, converted from quaternions to Euler angles, and analyzed in time and frequency domains using FFT.
Limitations
- The paper states that with such a small sample size it is too early to make specific conclusions, and notes possible interactions between meditation training and order effect; “no treatment” was considered unacceptable and potentially unethical.
- The paper reports technical limitations: mobile phone overheating caused gradual loss of graphic detail and disrupted voice communication, and participants could not read text documents in the virtual room.
- Evident from the text: there was no control group, the study was a feasibility trial with mixed participant groups, and outcomes relied partly on self-report psychometric scales and a small number of participants.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
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Cites
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Claims the paper makes
0 of 38 cited sources checked · 0 supported · 0 flagged
- Findingown data
Employees showed high MAAS scores (mean 4.3, SD 0.7).
“Employees showed high MAAS scores (mean 4.3, SD 0.7)”
Quote in the paperNot a substantial claim - Findingown data
Patients achieved a higher level of life satisfaction during the study, with SWLS mean 23.0 (SD 1.8) versus mean 18.3 (SD 3.9).
“The patients achieved a higher level of life satisfaction during the study (SWLS: mean 23.0, SD 1.8 vs mean 18.3, SD 3.9)”
Quote in the paperSubstantial claim - Findingown data
Employees had a considerable reduction in high-frequency movements less than 0.34 Hz, particularly with the 360-degree video.
“The power spectrum showed that the employees had a considerable reduction in high-frequency movements less than 0.34 Hz, particularly with the 360-degree video.”
Quote in the paperNot a substantial claim - Findingnone given
Patients demonstrated a gradual decrease of high-frequency movements while sitting during the mindfulness practices in the virtual environment.
“As expected, the patients demonstrated a gradual decrease of high-frequency movements while sitting during the mindfulness practices in the virtual environment.”
Quote in the paperNot a substantial claim - Findingown data
Patients had a slight increase of MAAS score, with mean 3.4 (SD 0.6) versus mean 3.3 (SD 0.4).
“and a slight increase of the MAAS score (mean 3.4, SD 0.6 vs mean 3.3, SD 0.4)”
Quote in the paperNot a substantial claim
- Findingown data
Employees' SWLS was still high (mean 27.3, SD 2.8).
“their SWLS was still high (mean 27.3, SD 2.8)”
Quote in the paperNot a substantial claim - Findingown data
Employees' SWLS dropped to mean 26.
“although their SWLS dropped to mean 26”
Quote in the paperNot a substantial claim - Findingown data
Comparison of the power spectra of head movements during sitting mindfulness practices in sessions 5, 6, and 7 revealed a gradual decrease of high-frequency movements.
“Additionally, a comparison of the power spectra of the head movements during the sitting mindfulness practices in sessions 5, 6, and 7 also revealed a gradual decrease of high-frequency movements.”
Quote in the paperNot a substantial claim - Findingown data
Turbulent head movements greater than 0.44 Hz had very low amplitudes in session 7.
“These turbulent head movements greater than 0.44 Hz had very low amplitudes in session 7.”
Quote in the paperNot a substantial claim - Findingown data
Head pitch (up and down) movements had only small amplitudes (less than ±10 degrees), mostly related to frequent glimpses between the instructor view and the surrounding area.
“Practically, we noticed only small amplitudes (less than ±10 degrees) of up and down head movements (pitch) more or less in relation to the frequent glimpses between the instructor view and the surrounding area.”
Quote in the paperNot a substantial claim - Findingown data
Employees' MAAS score dropped at midterm (mean 3.8, SD 1.0).
“At the midterm, their MAAS score dropped (mean 3.8, SD 1.0).”
Quote in the paperNot a substantial claim - Findingown data
Participating patients' MAAS scores were higher at the end of the mindfulness VR program (mean 3.4, SD 0.6) than at the beginning (mean 3.2, SD 0.4).
“The participating patients achieved more points on the MAAS (Figure 4, right) at the end of mindfulness VR program (mean 3.4, SD 0.6 vs mean 3.2, SD 0.4).”
Quote in the paperSubstantial claim - Findingown data
Participating patients' MAAS scores decreased at the midterm assessment (mean 3.2, SD 0.5).
“However, a reduction in MAAS points was noticed at the midterm assessment (mean 3.2, SD 0.5).”
Quote in the paperNot a substantial claim - Findingown data
There were practically no changes noticed in sessions with employees.
“There were practically no changes noticed in sessions with employees.”
Quote in the paperNot a substantial claim - Findingnone given
All three sitting practices in the fireplace room VE had the same power spectrum as session 7.
“All three sitting practices in the fireplace room VE had the same power spectrum as session 7.”
Quote in the paperNot a substantial claim - Findingown data
Patients achieved about half the range of motion of employees in the fireplace room.
“However, the patients achieved about half the range of motion of the employees (Figure 8, fireplace room).”
Quote in the paperNot a substantial claim - Findingown data
Observed differences greater than 0.44 Hz assessed in patients were negligible.
“However, the observed differences greater than 0.44 Hz assessed in patients were negligible (Figure 10).”
Quote in the paperNot a substantial claim - Findingown data
Employees kept their aggregate MAAS score at the same level (mean 4.3, SD 0.7) as at the beginning of the mindfulness VR program (mean 4.3, SD 0.8).
“Generally, the employees kept their aggregate MAAS score at the same level (mean 4.3, SD 0.7) as at the beginning of the mindfulness VR program (mean 4.3, SD 0.8).”
Quote in the paperNot a substantial claim - Findingown data
Participating patients' satisfaction with life (SWLS) increased from a mean of 18.3 (SD 3.9) at the beginning of the mindfulness VR program to a mean of 23.0 (SD 1.8) at the end.
“The scores of the SWLS (Figure 6, left) showed that most of the participating patients varied between slightly satisfied and dissatisfied levels of “satisfaction with life” (mean 18.3, SD 3.9) at the beginning of the mindfulness VR program and achieved higher levels of satisfaction with life at the end of the program (mean 23.0, SD 1.8).”
Quote in the paperSubstantial claim - Findingown data
Patients' range of motion in the Dooney Rock scenery was at least half the mean range shown by employees.
“However, the range of motion was at least half the mean range shown from the employees (Figure 9, Dooney Rock).”
Quote in the paperNot a substantial claim - Findingown data
Patients rotated their heads and moved up and down to see the trees and surroundings of the lake during the body scan session in the Dooney Rock 360-degree scenery.
“The opposite behavior was shown by the patients. Not only did they rotate their heads, but they also moved up and down to see the trees and the surroundings of the lake during the body scan session in the Dooney Rock 360-degree scenery.”
Quote in the paperNot a substantial claim - Findingown data
Employees demonstrated considerable reduction of high-frequency movements greater than 0.34 Hz between session 1 and session 8 of the body scan in Dooney Rock.
“The employees demonstrated considerable reduction of high-frequency movements greater than 0.34 Hz.”
Quote in the paperNot a substantial claim - Findingown data
Head rotations were small during the mindfulness sessions in VR and 360-degree videos.
“Also, the rotations of the head were small during the mindfulness sessions in VR (Figure 5, upper right mountain view) and 360-degree videos (Figure 7, Dooney Rock).”
Quote in the paperNot a substantial claim - Findingnone given
Employees participating in the study had high SWLS scores.
“The employees participating in the study had high SWLS scores.”
Quote in the paperNot a substantial claim - Findingown data
The SWLS and MAAS tests revealed that all but one participant made good use of the mindfulness VR training.
“Therefore, the SWLS and MAAS tests were applied and revealed that all but one made a good use of the mindfulness VR training.”
Quote in the paperSubstantial claim- Rests on an assumption: The observed changes in SWLS and MAAS scores are attributable to the mindfulness VR program rather than to other factors.
- Findingcitation
Participating patients suffering from neuromuscular diseases or recovering after TBI were all slightly dissatisfied with their life.
“The participating patients suffering from neuromuscular diseases or recovering after TBI were all slightly dissatisfied with their life [23].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [23] source
Not checked in the free run.
- Findingown data
The feasibility of the proposed solution was demonstrated in a limited group of participants.
“We managed to demonstrate the feasibility of the proposed solution in a limited group of participants, yet we are aware that some mindfulness training outcomes are extremely difficult to measure [33].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [33] source
Not checked in the free run.
- Findingown data
Participating employees reduced their movement amplitudes when they took mindfulness training in the same environment for the second time.
“On the contrary, the participating employees in our study reduced their movement amplitudes when they took mindfulness training in the same environment for the second time.”
Quote in the paperSubstantial claim- Rests on an assumption: Head movement measurements reflect participants' mindfulness, presence, or attention in the virtual environment.
- Premisecitation
There was a technical limitation in displaying comprehensive VR graphics-overheating of the mobile phone.
“Additionally, it was noted there was a technical limitation in displaying comprehensive VR graphics—overheating of the mobile phone [16].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [16] Reddit2015Overheating survey https://redd.it/3whm4k
Not checked in the free run.
- Interpretationown data
Patients were satisfied with the mindfulness VR program.
“They were also satisfied with the mindfulness VR program.”
Quote in the paperNot a substantial claim - Premisecitation
Innovative technologies can ensure real-time communication and data recording/sharing over long distances, even within larger groups of participants.
“Innovative technologies can ensure real-time communication and data recording/sharing over long distances, even within larger groups of participants [11].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [11] source
Not checked in the free run.
- Premisecitation
Psychologists and other experts may observe the kinematic changes in motion patterns, gestures, face mimics, and other measurable features.
“Psychologists and other experts may observe the kinematic changes in motion patterns, gestures, face mimics, and other measurable features [12].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [12] Rizzo, AA, 2008, Stud Health Technol Inform
Not checked in the free run.
- Premisecitation
The 3D VR head-mounted devices were not suited for several hours of use, as would be required by the designed Mindfulness-Based Stress Reduction.
“The 3D VR head-mounted devices were not suited for several hours of use, as would be required by the designed Mindfulness-Based Stress Reduction [3,6].”
Quote in the paperSubstantial claim- Rests on an assumption: Participants could suffer from headaches or other tolerance issues from overuse of the VR headset.
- Premisecitation
Early rehabilitation in the acute and subacute phase may be a critical period and a key to effective rehabilitation, especially in TBI.
“Early rehabilitation in the acute and subacute phase may be a critical period and a key to effective rehabilitation, especially in TBI [9].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [9] source
Not checked in the free run.
- Premisecitation
Mindfulness can be considered an important tool for managing anxiety and stress in patients.
“In this context, mindfulness can also be considered an important tool for managing anxiety and stress in patients [2].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [2] Brown, KW, 2003, J Pers Soc Psychol source
Not checked in the free run.
- Premisecitation
Overheating of the mobile phone caused unacceptable degradation of graphics and communication quality.
“The overheating of the mobile phone caused unacceptable degradation of graphics and communication quality.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [16] Reddit2015Overheating survey https://redd.it/3whm4k
Not checked in the free run.
- Interpretationown data
All patients took benefit from the therapy in terms of higher MAAS score, except one participant.
“Additionally, all patients took benefit from the therapy in terms of higher MAAS score, except one participant.”
Quote in the paperNot a substantial claim- Rests on an assumption: The observed changes in SWLS and MAAS scores are attributable to the mindfulness VR program rather than to other factors.
- Premisecitation
Long-term mindfulness practice may lead to emotional stability that may help get over psychological disorders.
“However, long-term mindfulness practice may lead to emotional stability that may help get over psychological disorders [28].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] source
Not checked in the free run.
- Interpretationcitation
It cannot be generalized that all types of meditation or mindfulness practice would result in similar clinical effects.
“However, we cannot generalize that all types of meditation or mindfulness practice would result in similar clinical effects [30].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] source
Not checked in the free run.
- Interpretationown data
The therapy resulted in a much higher SWLS end score.
“Yet the therapy resulted in a much higher SWLS end score.”
Quote in the paperSubstantial claim- Rests on an assumption: The observed changes in SWLS and MAAS scores are attributable to the mindfulness VR program rather than to other factors.
- Interpretationown data
The low standard deviation at the end of therapy pointed to moderate satisfaction with life from all participants.
“Furthermore, the low standard deviation at the end of the therapy pointed to a moderate satisfaction with life from all participants.”
Quote in the paperNot a substantial claim
- Classified as probably not a substantial claim. 32
- May combine two claims. 47
- The quote only partly states this claim. 1
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOne patient had a lower MAAS score (mean 2.3).
“Particular insight into the MAAS items revealed that one patient had a lower MAAS score (mean 2.3).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOnly patient 2 had an MMSE score less than 30; it was 19 when entering the program, 26 at midterm, and 29 when the program finished.
“Only one patient (patient 2) had an MMSE score less than 30; it was 19 when entering the program, but the cognitive score was 26 at midterm and 29 when the program finished.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEmployees demonstrated head movements in all directions up to ±15 degrees in session 5, but a week later were calmer (motion curve area smaller for 72% with motion up to ±10 degrees head rotation).
“It was an opposite result with the employees, who demonstrated head movements in all directions (up to ± 15 degrees) in session 5, but a week later were calmer (motion curve area smaller for 72% with motion up to ± 10 degrees head rotation).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataPatients agreed that the game was simple (score 4.6) and that the UI was not complex (score 4.4).
“The patients also agreed that the game was simple (score 4.6) and that UI was not complex (score 4.4), but they were not convinced whether the users should cooperate and interact with one another within the tasks (Figure 12).”
- Also stated in: § Discussion · plain
“Patients found the novel technology rather easy to use and not too complex.”
Quote in the paperNot a substantial claim- Also stated in: § Discussion · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenOccasionally, individuals had some difficulties in understanding the goals they were required to achieve.
“Occasionally, individuals had some difficulties in understanding the goals they were required to achieve.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataHead roll/tilt was of a larger scale only when movement exercises were requested, but most of the time such movements were within a small range (less than ±10 degrees).
“Roll/tilt of the head was of a larger scale only when movement exercises were requested from the participants (Figure 7, lower right), but most of the time such movements were within a small range (less than ±10 degrees).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataPatients were not convinced whether users should cooperate and interact with one another within the tasks.
“The patients also agreed that the game was simple (score 4.6) and that UI was not complex (score 4.4), but they were not convinced whether the users should cooperate and interact with one another within the tasks (Figure 12).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMindfulness practice in the VR mountain view scenery was rather calm, with slight head rotation (less than ±10 degrees), which was weaker in session 3 than in session 2.
“The mindfulness practice in the VR mountain view scenery (Figure 8) was rather calm, with slight head rotation (less than ±10 degrees), which was weaker in session 3 than in session 2.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOnly patient 1's MAAS score (2.3) deviated the most from the mean value.
“The results in Table 2 reveal that only patient 1’s score (MAAS=2.3) deviated the most from the mean value.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataComparison of sessions 2 and 3 in the mountain view VE showed no differences for employees, but considerable reduction of high frequencies greater than 0.44 Hz for patients.
“Conversely, a comparison of sessions 2 and 3 in the mountain view VE did not show any differences for employees, yet considerable reduction of high frequencies greater than 0.44 Hz for patients (Figure 10, bottom).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenDespite the GearVR mobile phones having the highest display resolution currently available on the market, participants were not able to read the text of documents provided in the virtual room.
“In spite of the mobile phones used in the GearVR being the ones with the highest display resolution currently available on the market, the participants were not able to read the text of the documents provided in the virtual room.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe overheating caused gradual loss of graphic detail and disrupted voice communication.
“The annoying consequences of the overheating were a gradual loss of graphic detail and disrupted voice communication.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataPatient 1's SWLS score increased from 16 (slightly dissatisfied) to 21 (slightly satisfied).
“However, the patient’s SWLS score increased from 16 (slightly dissatisfied) to 21 (slightly satisfied).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEmployees reduced their motion curve area by 23% in session 6 compared to session 5, whereas patients increased their motion curve area by 17% in session 6.
“The employees reduced their motion curve area by 23% in session 6 compared to session 5, whereas the patients increased their motion curve area by 17% in session 6.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataDuring sitting in the virtual fireplace room, both employees and patients rotated their heads left and right to see the virtual fireplace, avatars of other participants, and the instructor/therapist's video session.
“During sitting in the virtual fireplace room (Figures 8 and 9, fireplace room), both groups—the employees and the patients—rotated their heads left and right to see the virtual fireplace, avatars of the other participants, and from time-to-time the instructor/therapist’s video session.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe employees' SWLS deviation was because one employee scored 21 (slightly satisfied).
“However, this deviation was because one employee scored 21 (slightly satisfied).”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationThe study revealed mobile phone overheating as a critical major weakness of the proposed system, a known issue of Samsung mobile phones.
“Furthermore, the study revealed how critical the major weakness could be of the proposed system: the mobile phone overheating, a known issue of the Samsung mobile phones [16].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16] Reddit2015Overheating survey https://redd.it/3whm4k
Not checked in the free run.
May combine two claims.
Findingown dataBoth groups agreed that the system was not complex and was easy to use.
“They felt that the Web UI should allow more control options, but both groups agreed that the system was not complex and was easy to use.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn session 7, patients demonstrated head rotation up to ±20 degrees and head tilt up to ±10 degrees.
“In session 7, they demonstrated head rotation (up to ± 20 degrees) and head tilt (up to ± 10 degrees).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEmployees' head rotation to observe the shore of the lake was present in session 1 and nearly absent in session 8.
“This scenery was obviously very attractive only in session 1, whereas at session 8, there was hardly any head rotation (Figure 8, Dooney Rock, green dotted line).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataEmployees rotated their heads left and right to observe the shore of the lake.
“In general, the employees rotated their heads left and right to observe the shore of the lake (Figure 8, Dooney Rock, blue solid line).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataHead yaw rotations were of a larger scale (up to ±40 degrees).
“Consequently, the rotations of the head (yaw) were of a larger scale (up to ±40 degrees).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEmployees were generally satisfied with life (SWLS mean 27.3, SD 2.8), although their SWLS decreased slightly to a mean of 25.
“In general, the employees were satisfied with their life (SWLS mean 27.3, SD 2.8), despite their SWLS decreasing slightly to mean 25 (satisfied).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims. The quote only partly states this claim.
Findingown dataPatients performed almost the same action in the mountain view as employees, with one exception: in session 2 they tilted (roll) their head mostly to the left.
“The patients (Figure 9, mountain view) performed almost the same action with one exception. In session 2, they also tilted (roll) their head mostly to the left.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataDuring the poem reading in session 5 at the virtual River Bonnet, almost all patients calmed down and some fell asleep for up to 2 minutes.
“The head movements during the poem reading in session 5 at the virtual River Bonnet revealed that almost all patients calmed down and some of them also fell asleep for up to 2 minutes (Figure 9, River Bonnet, blue line).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataThe mindfulness instructor/employees agreed that the UI was not complex and was easy to use, but did not yet allow enough interventions and should have more options (control buttons) available.
“The mindfulness instructor/employees agreed that the UI was not complex, and was easy to use, but did not yet allow enough interventions and should have more options (control buttons) available (Figure 11).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataDetailed analysis of the scale items revealed that the patient with the lower MAAS score had improved memory function but still had difficulties focusing on the present.
“A detailed analysis of the scale items revealed that this patient had improved memory function, but still had difficulties focusing on the present.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEmployees were all slightly satisfied with their life except one participant, who was extremely satisfied.
“They were all slightly satisfied with their life except one participant, who was extremely satisfied with their life, according to the applied scale.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOne of the two participants resolved the problem with therapy, and the overall group score returned slightly above the initial level.
“One of them resolved this problem with the therapy and the overall group score returned slightly above the initial level.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingreasoningTwo patients had a slight decrease in MAAS at midterm.
“In particular, we also noticed that two patients had a slight decrease in MAAS at midterm, which was not surprising.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationPatients were often confused during the therapy and unsure of the success of the therapy.
“Patients were often confused during the therapy and unsure of the success of the therapy [24].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [24] source
Not checked in the free run.
May combine two claims.
Findingown dataThis patient was the only one with a lower MAAS score at the end of the mindfulness program, although the patient still had a higher SWLS score advancing from slightly dissatisfied to slightly satisfied.
“This patient was also the only one with a lower MAAS score at the end of the mindfulness program, although the patient still had a higher SWLS score advancing from “slightly dissatisfied” to a “slightly satisfied” level.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFor patients, no difference was found in movements greater than 0.4 Hz during the body scan exercise in the Dooney Rock VE, but considerably more differences appeared when sitting in the fireplace room VE.
“By contrast, with the patient group we could not find any difference in movements greater than 0.4 Hz when doing the body scan exercise in the Dooney Rock VE, but considerably more differences appeared when sitting in the fireplace room VE.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOur results suggest that patients with neurophysiological and/or neuropsychological disorders increased their head movement amplitudes when they took mindfulness training in the same environment for the second time, with amplitudes in the range of ±20 degrees, approximately half the movement range that employees had.
“Yet our results suggest that patients with neurophysiological and/or neuropsychological disorders increased their head movement amplitudes when they took mindfulness training in the same environment for the second time, although the amplitudes of the movements were in the range of ±20 degrees, approximately half the movement range that employees had.”
Quote in the paperSubstantial claim- Rests on an assumption: Head movement measurements reflect participants' mindfulness, presence, or attention in the virtual environment.
May combine two claims.
Findingown dataEmployees reduced their higher frequency (>0.3 Hz) movement between the first and last session of the body scan exercise in the Dooney Rock environment, whereas there were almost no differences in the movements in the mountain view VE.
“The employees reduced their higher frequency (>0.3 Hz) movement between the first and last session of the body scan exercise in the Dooney Rock environment, whereas there were almost no differences in the movements in the mountain view VE.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataParticipants could follow the photos and video, and the text was then read by the instructor.
“However, they could follow the photos and video and the text was then read by the instructor.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe proposed technical solution for telemindfulness VR has proven to be easy to use and user friendly.
“The proposed technical solution for telemindfulness VR has proven to be easy to use and user friendly, and may become useful for remote mindfulness training for various groups of users: hospital patients with neuropsychotic disorders, employees of large enterprises who are not able to leave their offices, and people residing far from the centers where mindfulness is practiced within groups.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationMindfulness over time was related to a reduction in variable mood and stress in patients with cancer.
“The authors Brown and Ryan [2] reported that mindfulness over time was related to a reduction in variable mood and stress in patients with cancer.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [2] Brown, KW, 2003, J Pers Soc Psychol source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
PremisecitationThe sense of "total immersion" created by VR is an emerging technology that may entirely replace mainstream videoconferencing techniques.
“The sense of “total immersion” created by virtual reality (VR) is an emerging technology that may entirely replace mainstream videoconferencing techniques [13].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [13] 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 conductcitationThe MAAS was validated with college, community, and cancer patient samples and is considered a strong psychometric indicator.
“The MAAS was validated with college, community, and cancer patient samples [19] and is considered a strong psychometric indicator.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [19] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAt least half of those suffering from TBI experience chronic pain and/or sleep disorders, depression, and substance abuse.
“In addition, at least half of those suffering from TBI experience chronic pain and/or sleep disorders, depression, and substance abuse [7].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [7] Bedard, M, 2005, J Cogn Rehabil
Not checked in the free run.
May combine two claims.
PremisecitationThese technologies may fulfill patient expectations regarding anonymity and enhance presence.
“These technologies may fulfill patient expectations [14] regarding anonymity and enhance presence [15].”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
PremisecitationMindfulness-Based Stress Reduction has demonstrated that awareness of the mind, unconscious thoughts, feelings, and other emotions positively affect major physiological processes and thus decreases the level of stress-related disorders.
“Mindfulness-Based Stress Reduction has demonstrated that awareness of the mind, unconscious thoughts, feelings, and other emotions positively affect major physiological processes and thus decreases the level of stress-related disorders [4-6].”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationModern diseases caused by stress and anxiety in the workplace are on the increase, but access to treatment and therapy is usually not possible during working hours.
“In addition, modern diseases caused by stress and anxiety in the workplace are on the increase, but access to treatment and therapy is usually not possible during working hours [10].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [10] source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
Study design and conductown dataWith such a small sample size, it is too early to make any specific conclusions.
“With such a small sample size, it is too early to make any specific conclusions”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
PremisecitationMindfulness is an internationally recognized therapy that teaches self-awareness, maintaining own thoughts, sensations, feelings, emotions, and appreciation of your living environment.
“Mindfulness is an internationally recognized therapy that teaches self-awareness, maintaining own thoughts, sensations, feelings, emotions, and appreciation of your living environment [3].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [3] Kabat-ZinnJCenter for Mindfulness in Medicine, Health Care, and Society20142016-09-05MBSR 8-Week: How it works http://www.umassmed.edu/cfm/
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationParticipation in an 8-week mindfulness program was associated with changes in gray matter concentration in regions of the brain involved in learning and memory processes, emotion regulation, self-referential processing, and perspective taking.
“The results obtained before and after the program suggested that participation in a Mindfulness-Based Stress Reduction course was associated with changes in gray matter concentration in the regions of the brain involved in learning and memory processes, emotion regulation, self-referential processing, and perspective taking.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8] source
Not checked in the free run.
May combine two claims.
PremisecitationPrivacy, data security, shyness, and pride are among the most frequent reasons to avoid therapy if a mental disease or neuromuscular disorder is related to work or social status.
“Nowadays, privacy, data security, shyness, and pride are among the most frequent reasons to avoid therapy if a mental disease or neuromuscular disorder is related to work or social status [12].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [12] Rizzo, AA, 2008, Stud Health Technol Inform
Not checked in the free run.
May combine two claims.
PremisecitationNeural systems are modifiable networks and changes in the neural structure can occur in adults as a result of training.
“A review of the literature shows that neural systems are modifiable networks and changes in the neural structure can occur in adults as a result of training [8].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8] source
Not checked in the free run.
May combine two claims.
InterpretationreasoningThe ReCoVR system allows remote interaction with other users residing thousands of miles away, requiring only a Wi-Fi/4G Internet connection and communication with the cloud server.
“The only requirement is a connection to Wi-Fi/4G Internet, plus communication with the cloud server allows remote interaction with other users residing thousands of miles away.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationKabat-Zinn designed an 8-week meditation course, Mindfulness-Based Stress Reduction, which provides 2 hours of meditation in a group with additional homework.
“Kabat-Zinn [3] designed an 8-week meditation course, Mindfulness-Based Stress Reduction, which provides 2 hours of meditation in a group with additional homework.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [3] Kabat-ZinnJCenter for Mindfulness in Medicine, Health Care, and Society20142016-09-05MBSR 8-Week: How it works http://www.umassmed.edu/cfm/
Not checked in the free run.
May combine two claims.
PremisecitationAttention training is an important part of meditation and has proven to augment the ability to sustain attention.
“Attention training is an important part of meditation, and has proven to augment the ability to sustain attention [1].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [1] 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 conductnone givenThe study was approved by the University Rehabilitation Institute's Ethics Committee and all participants signed written consent compliant with the Declaration of Helsinki and European Convention on Human Rights.
“The study was approved by the University Rehabilitation Institute’s Ethics Committee and all participants signed the written consent that is compliant with the Declaration of Helsinki and European Convention on Human Rights.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenGroup sessions were carried out in the hospital environment and under the supervision of the physician/psychologist.
“Group sessions were carried out in the hospital environment and under the supervision of the physician/psychologist.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationnone givenEmployees were more skeptical than patients and may not have had such high expectations as the participating patients.
“Much more skeptical were the group of employees, who may not have had such high expectations as the participating patients.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationSeveral theories have tried to explain the potent attentional focus as a consequence of movement and the benefits of mindfulness training on working memory.
“There have been several theories, as mentioned by Russell and Arcuri [31], trying to explain the potent attentional focus as a consequence of movement and the benefits of mindfulness training on working memory.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPracticing mindfulness with possible negative emotional events invoked actuation of specific brain regions associated with emotions.
“It was also reported that practicing mindfulness with possible negative emotional events invoked actuation of specific brain regions associated with emotions [29].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationSome often-applied mindfulness instructions invoke contemplative or mindful movements.
“Some of the often-applied mindfulness instructions also invoke contemplative or mindful movements [31].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [31] source
Not checked in the free run.
May combine two claims.
InterpretationcitationThe promising results at the end of the proposed mindfulness program may indicate reduced subjective pain and changes in the brain.
“These promising results at the end of the proposed mindfulness program may indicate reduced subjective pain and changes in the brain [25-27].”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationown dataThe MAAS score dropped at midterm because two participants seemed preoccupied with their future or job.
“The MAAS score dropped in the midterm, due to two participants seeming to be preoccupied with their future or job.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe study had limitations including several interactions between meditation training and order effect.
“However, the authors were also aware of the limitations: several interactions between meditation training and order effect.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationA group attending mindfulness sessions showed increased activation in prefrontal regions as identified by functional MRI and attenuated their emotional arousals more easily compared to a control group.
“The authors reported that the group, in attending mindfulness sessions, showed increased activation in prefrontal regions as identified by functional MRI and, therefore, this group attenuated their emotional arousals more easily compared to the control group [1].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [1] source
Not checked in the free run.
May combine two claims.
InterpretationcitationThe explanation for the differences could be that patients were more instruction dependent than employees, who after their first relaxation sessions became calm and less interested in the VE.
“The explanation for these differences could be that patients were more instruction dependent, especially awareness of sensation and awareness of the present moment [31], than employees, who after their first relaxation sessions became calm and less interested in the VE.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] source
Not checked in the free run.
- Rests on an assumption: Head movement measurements reflect participants' mindfulness, presence, or attention in the virtual environment.
May combine two claims.
Interpretationown dataThese findings may suggest that the VE can be more effective for patients and 360-degree video for intact persons with mild psychotic problems.
“These findings may suggest that the VE can be more effective for patients and 360-degree video for intact persons with mild psychotic problems.”
Quote in the paperSubstantial claim- Rests on an assumption: Head movement measurements reflect participants' mindfulness, presence, or attention in the virtual environment.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Premisenone givenMindfulness training involves various interventions for helping people overcome their fears and neuropsychological disorders.
“Mindfulness training involves various interventions for helping people to overcome their fears and neuropsychological disorders.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSimilar findings on functional reorganization of the brain for focused attention by meditation-related practice were reported by Manna et al.
“Similar findings on functional reorganization of the brain for focused attention by meditation-related practice were reported by Manna et al [26].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] source
Not checked in the free run.
May combine two claims.
PremisecitationMindfulness-Based Stress Reduction results in positive effects on psychological well-being and causes changes in gray matter density in certain brain regions; consequently, learning, emotion regulation, and self-respect may improve.
“For example, the most popular mindfulness program, Mindfulness-Based Stress Reduction, results in positive effects on psychological well-being and causes changes in the gray matter density in certain regions of the brain. Consequently, the learning process, emotion regulation, and self-respect may improve [8].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8] source
Not checked in the free run.
The paper relies on this without support.
Access to psychology services is limited; over 50% of sufferers are not accessing existing services for reasons such as inconvenience, embarrassment, or stigmatization.
“Access to psychology services is limited, with some estimates suggesting that over 50% of sufferers are not accessing the existing services available to them for reasons such as inconvenience, embarrassment, or stigmatization concerns around mental health.”
The paper relies on this without support.
Participants could suffer from headaches or other tolerance issues from overuse of the VR headset.
“Participants could suffer from headaches or other tolerance issues from overuse of the VR headset.”
The paper relies on this without support.
Some patients prefer to remain anonymous and do not want to reveal their problems, even to colleagues.
“Some patients prefer to remain anonymous and do not want to reveal their problems, even to colleagues.”
The paper relies on this without support.
Patients can hide their identity using an avatar and their voices can be disguised.
“Patients can hide their identify using an avatar and their voices can be disguised.”
The paper relies on this without support.
If there is a group, the VR avatars can be synchronized and controlled in real time, using cloud-based technologies.
“If there is a group, the VR avatars can be synchronized and controlled in real time, using cloud-based technologies.”
The paper relies on this without support.
The observed changes in SWLS and MAAS scores are attributable to the mindfulness VR program rather than to other factors.
“Yet the therapy resulted in a much higher SWLS end score.”
“Additionally, all patients took benefit from the therapy in terms of higher MAAS score, except one participant.”
The paper relies on this without support.
Head movement measurements reflect participants' mindfulness, presence, or attention in the virtual environment.
“Therefore, we directly measured the changes in head motion as a consequence of being present in the VE or 360-degree video providing mindfulness instructions.”
The authors state this as an assumption.
Withholding treatment ('no treatment') was not an acceptable option and could be considered unethical.
“Yet we had to consider that “no treatment” was not an acceptable option and could be considered as unethical.”
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?
VR technologies may pragmatically address challenges related to environmental distraction by providing an immersive, engaging, and controlled visual and auditory sandbox in which one could rehearse mindfulness skills.
“VR technologies may pragmatically address the challenges related to environmental distraction by providing an immersive, engaging, and controlled (ie, predictable) visual and auditory sandbox in which one could rehearse mindfulness skills [12,24,25], shifting attention away from the real-world environment.”
From Understanding How Virtual Reality Can Support Mindfulness Practice: Mixed Methods Study (2020) · cites this paper as [25]
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.
MAAS results point to the equation figure
MinorThe results cite Figure 4 for MAAS scores, but Figure 4 is labeled as an Euler-angle transformation equation; Figure 6 is labeled as the psychometric test results.
“The participating patients achieved more points on the MAAS (Figure 4, right) at the end of mindfulness VR program”
“Figure: Figure 4 Equation for transformation to the Euler angles.”
Abstract reverses the frequency range of reduced movements
MinorThe abstract places the reduction below 0.34 Hz, whereas the results place it above 0.34 Hz. This reverses a reported head-motion result.
“The power spectrum showed that the employees had a considerable reduction in high-frequency movements less than 0.34 Hz, particularly with the 360-degree video.”
“The employees demonstrated considerable reduction of high-frequency movements greater than 0.34 Hz.”
Patient 4 contradicts the claim that all patients were dissatisfied initially
MinorPatient 4 began with an SWLS score of 24, which the paper's scale classifies as slightly satisfied, not slightly dissatisfied.
“The participating patients suffering from neuromuscular diseases or recovering after TBI were all slightly dissatisfied with their life [23].”
“| | 4 | 4 | | | | | | | MAAS | 2.4 | 2.5 | 3.0 | | | | SWLS | 24 | 25 | 25 |”
Abstract misstates the number of patients with TBI
MinorThe abstract says all four patients had TBI, but the participant description says three had TBI and one had a brain tumor.
“The program was tested with four employees and four patients with TBI.”
“The other four participants were outpatients aged between 24 and 48 years; one patient had a brain tumor and the other three were TBI patients.”
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Research works printed but not linked: 2
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Cited by
Sorted by citations
Understanding How Virtual Reality Can Support Mindfulness Practice: Mixed Methods Study
Seabrook, E., Kelly, R., Foley, F., Theiler, S., Thomas, N., Wadley, G., & Nedeljkovic, M. (2020) · Journal of Medical Internet Research · doi:10.2196/16106 · Cited by 262 · see citing works
“VR technologies may pragmatically address the challenges related to environmental distraction by providing an immersive, engaging, and controlled (ie, predictable) visual and auditory sandbox in which one could rehearse mindfulness skills [12,24,25], shifting attention away from the real-world environment.”
BackgroundHead-mounted virtual reality and mental health: critical review of current research
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“Finally, VR-based mindfulness apps may also prove to have a positive effect on stress [64].”
BackgroundKim, H., Kim, D. J., Kim, S., Chung, W. H., Park, K., Kim, J. D. K., Kim, D., Kim, M. J., Kim, K., & Jeon, H. J. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.614539 · Cited by 119 · see citing works
“A study tried mindfulness using VR and showed the possibility of mindful attention and relaxation by means of VR (40).”
BackgroundDöllinger, N., Wienrich, C., & Latoschik, M. E. (2021) · Frontiers in Virtual Reality · doi:10.3389/frvir.2021.644683 · Cited by 109 · see citing works
Clinical predictors of cybersickness in virtual reality (VR) among highly stressed people
Kim, H., Kim, D. J., Chung, W. H., Park, K., Kim, J. D. K., Kim, D., Kim, K., & Jeon, H. J. (2021) · Scientific Reports · doi:10.1038/s41598-021-91573-w · Cited by 100 · see citing works
Mitsea, E., Drigas, A. S., & Skianis, C. A. (2023) · Behavioral Sciences · doi:10.3390/bs13121008 · Cited by 102 · see citing works
“By way of illustration, a two-week mindfulness intervention assisted by a brain-sensing device was applied to a sample of sixteen professionals with top management duties.”
MethodBrassel, S., Power, E., Campbell, A., Brunner, M., & Togher, L. (2021) · Journal of Medical Internet Research · doi:10.2196/26344 · Cited by 84 · see citing works
“Movement within immersive VEs is achieved via hardware such as head trackers, hand controllers, and body motion sensors [22,23].”
InfluentialVirtual reality and immersive technologies to promote workplace wellbeing: a systematic review
Riches, S., Taylor, L., Jeyarajaguru, P., Veling, W., & Valmaggia, L. (2023) · Journal of Mental Health · doi:10.1080/09638237.2023.2182428 · Cited by 90 · see citing works
“…tool for those lacking access to outdoor space, such as those working in isolated and confined environments (Anderson et al., 2017) or offices (Blum et al., 2019; Chung et al., 2018; Cikajlo et al., 2017; Karacan et al., 2021; Mattila et al., 2020; Naylor et al., 2019; Vaquero-Blasco et al., 2021).”
BackgroundInfluentialNaylor, M., Ridout, B., & Campbell, A. (2020) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2019.0287 · Cited by 60 · see citing works
“While two studies (Cikajlo et al. 32 and Maarsingh et al. 33 ) did include clinical populations, they also contained experimental data and results derived from healthy adults, and so were included in this study with examination looking just at the nonclinical results.”
Apps and Mobile Health Technology in Rehabilitation
Ramey, L. N., Osborne, C. L., Kasitinon, D., & Juengst, S. B. (2019) · Physical Medicine and Rehabilitation Clinics of North America · doi:10.1016/j.pmr.2018.12.001 · Cited by 54 · see citing works
Psychological Intervention in Traumatic Brain Injury Patients
Gómez-de-Regil, L., Estrella-Castillo, D. F., & Vega-Cauich, J. (2019) · Behavioural Neurology · doi:10.1155/2019/6937832 · Cited by 52 · see citing works
Virtual reality environments for stress reduction and management: a scoping review
Ladakis, I., Filos, D., & Chouvarda, I. (2024) · Virtual Reality · doi:10.1007/s10055-024-00943-y · Cited by 52 · see citing works
“…the navigation or the interaction (Pallavicini et al. 2013; Gu and Frasson 2017; Maarsingh et al. 2019), • Promote meditation (Andersen et al. 2017; Cikajlo et al. 2017), • Try to include sound, olfactory or sensory stimuli (Annerstedt et al. 2013; Latif and Ismail 2015; Taneja et al. 2017; Latif…”
Failla, C., Marino, F., Bernardelli, L., Gaggioli, A., Doria, G., Chilà, P., Minutoli, R., Mangano, R. M., Torrisi, R., Tartarisco, G., et al. (2022) · Healthcare · doi:10.3390/healthcare10071220 · Cited by 46 · see citing works
Mixed Reality Platforms in Telehealth Delivery: Scoping Review
Worlikar, H., Coleman, S., Kelly, J., O’Connor, S., Murray, A., McVeigh, T. P., Doran, J., McCabe, I., & O'Keeffe, D. T. (2022) · JMIR Biomedical Engineering · doi:10.2196/42709 · Cited by 42 · see citing works
Wren, A. A., Neiman, N., Caruso, T. J., Rodríguez, S., Taylor, K. L., Madill, M., Rives, H., & Nguyen, L. A. B. (2021) · Children · doi:10.3390/children8050368 · Cited by 39 · see citing works
“Some researchers have begun to design and explore how VR can support longer-term mindfulness interventions such as an 8-week Mindfulness Based Stress Reduction (MBSR) protocol [47] though additional research is needed on intervention efficacy.”
BackgroundTelehealth in trauma: A scoping review
Wake, E., Atkins, H., Willock, A., Hawkes, A., Dawber, J., & Weir, K. A. (2020) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x20940868 · Cited by 30 · see citing works
“A limitation relating to the intervention and the method of telehealth delivery found that although the equipment was easy to use, the intervention was currently limited in that format.(62,69) In relation to costs and resources, using telehealth was found to reduce the number of transfers between hospitals,(54,70) in…”
MethodMao, W., Chen, W., & Wang, Y. (2024) · Technology and Health Care · doi:10.3233/thc-230735 · Cited by 29 · see citing works
“By doing so, patients could enter the mindfulness state under professional instructions more easily and rapidly [25,26].”
BackgroundMitsea, E., Drigas, A. S., & Skianis, C. (2022) · Technium Social Sciences Journal · doi:10.47577/tssj.v35i1.7275 · Cited by 26 · see citing works
Mobile Health Interventions for Traumatic Brain Injuries
Juengst, S. B., Hart, T., Sander, A. M., Nalder, E. J., & Pappadis, M. R. (2019) · Current Physical Medicine and Rehabilitation Reports · doi:10.1007/s40141-019-00240-9 · Cited by 25 · see citing works
Lovette, B. C., Kanaya, M. R., Bannon, S. M., Vranceanu, A., & Greenberg, J. (2022) · Brain Injury · doi:10.1080/02699052.2022.2109745 · Cited by 22 · see citing works
“(78) o nr Health-related Quality of Life (HRQoL (EQ-5D) Self-report Lilliecrutz et al.”
BackgroundMitsea, E., Drigas, A. S., & Skianis, C. A. (2023) · Psychiatry International · doi:10.3390/psychiatryint4040031 · Cited by 25 · see citing works
Orr, E., Arbel, T., Levy, M., Sela, Y., Weissberger, O., Liran, O., & Lewis, J. S. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e17870 · Cited by 21 · see citing works
“Early results of a mindfulness based stress reduction provided in an immersive VR environment suggested higher levels of life satisfaction, and improvement in the Mindful Attention Awareness Scale and Satisfaction with Life Scale [11].”
BackgroundNursing Implications of Mindfulness-Informed Interventions for Stroke Survivors and Their Families.
Saban, K. L., Tell, D., & De La Pena, P. (2022) · Stroke · doi:10.1161/strokeaha.122.038457 · Cited by 22 · see citing works
Ma, J., Li, H., Liang, C., Li, S., Liu, Z., & Qu, C. (2025) · Humanities and Social Sciences Communications · doi:10.1057/s41599-025-04584-7 · Cited by 22 · see citing works
“Previous research established a serious learning meditation environment with the help of cloud technology, proving VR can be used to increase the effectiveness of MBIs (Cikajlo et al., 2017).”
InfluentialEditorial: Taking a break in the “new normal”: virtual reality relaxation for a stressed workforce
Riches, S., & Smith, H. (2022) · Mental Health Review Journal · doi:10.1108/mhrj-06-2022-095 · Cited by 20 · see citing works
Mental health clients’ perspectives on telehealth-based virtual reality therapy
Ong, T., Ivanova, J., Soni, H., Barrera, J. F., Cummins, M. R., Welch, B. M., & Bunnell, B. E. (2025) · Frontiers in Virtual Reality · doi:10.3389/frvir.2025.1595326 · Cited by 21 · see citing works
Brassel, S., Brunner, M., Power, E., Campbell, A., & Togher, L. (2022) · American Journal of Speech-Language Pathology · doi:10.1044/2022_ajslp-22-00077 · Cited by 17 · see citing works
Miao, M., Rietdijk, R., Brunner, M., Debono, D. S., Togher, L., & Power, E. (2022) · Journal of Medical Internet Research · doi:10.2196/38100 · Cited by 19 · see citing works
“Studies originated from 12 countries (Figure 3), with 3% (2/60) involving international collaboration [40,41].”
BackgroundMindfulness for Anxiety Management and Happiness: The Role of VR, Metacognition, and Hormones
Mitsea, E., Drigas, A. S., & Skianis, C. (2022) · Technium BioChemMed · doi:10.47577/biochemmed.v3i3.7343 · Cited by 19 · see citing works
“Cikajlo et al. (2017) investigated whether virtual reality could provide a fertile ground for utilizing mindfulness in anxiety therapy.”
BackgroundInward VR: Toward a Qualitative Method for Investigating Interoceptive Awareness in VR
Haley, A. C., Thorpe, D., Pelletier, A., Yarosh, S., & Keefe, D. F. (2023) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2023.3247074 · Cited by 11 · see citing works
“Additional work includes adaptations of specific mindfulness practices from Dialectical Behavior Therapy to VR [18] and even a VR adaptation of the entire Mindfulness-Based Stress Reduction program [7], which is the most widely researched mindfulness program [46].”
MethodDelivery of Complementary and Integrative Health Using Virtual Health Resources: A Scoping Review
Haun, J. N., Alman, A. C., Jean‐Baptiste, E., Melillo, C., McMahon-Grenz, J., & Paykel, J. M. (2022) · Journal of Integrative and Complementary Medicine · doi:10.1089/jicm.2021.0458 · Cited by 8 · see citing works
Tel, A., Bortuzzo, F., Pascolo, P., Costa, F., Sembronio, S., Bresadola, V., Baldi, D., & Robiony, M. (2020) · Minerva Dental and Oral Science · doi:10.23736/s0026-4970.20.04274-0 · Cited by 9 · see citing works
Can Virtual Reality Technology Reduce Anxiety Before a Cesarean Section in Primigravida Women?
Mohammadi, P., Bahaadinbeigy, K., Sarabi, R. E., Moulaei, K., Mirzai, M., Khalilabadi, S. M., & Hajiabadi, M. Z. (2025) · Health Science Reports · doi:10.1002/hsr2.70523 · Cited by 7 · see citing works
“This scalability is particularly evident in the use of cloud ‐ based VR systems, enabling centralized updates and consistent delivery of therapeutic content to multiple locations without significant additional costs [32, 33].”
The effectiveness of virtual reality in enhancing mindfulness: a systematic review and meta-analysis
Xie, F., Zheng, H., & Hu, X. (2025) · Frontiers in Public Health · doi:10.3389/fpubh.2025.1709782 · Cited by 8 · see citing works
Brassel, S., Brunner, M., Campbell, A., Power, E., & Togher, L. (2024) · Journal of Medical Internet Research · doi:10.2196/45168 · Cited by 4 · see citing works
“End users of VR for brain injury rehabilitation have reported benefits or positive aspects (eg, it being interesting and simple to use) as well as challenges (eg, hardware issues) [44,45].”
Zhang, Y., Li, H., & Xiao, H. Y. (2025) · Frontiers in Neurology · doi:10.3389/fneur.2025.1579909 · Cited by 3 · see citing works
“The use of this technology not only improves patient engagement, but also offers the possibility of personalized treatment (19).”
Lessons Learned: Medical Library Pilot Testing of a Virtual Reality Anatomy Lab
Weyant, E. C., Carroll, M., & Walden, R. (2021) · Journal of Electronic Resources in Medical Libraries · doi:10.1080/15424065.2021.1882920 · Cited by 3 · see citing works
Prié, Y., Vigier, T., Acier, D., Bonneville, H., Georges, M., Thévenet, S., & Bulteau, S. (2025) · Frontiers in Virtual Reality · doi:10.3389/frvir.2025.1545569 · Cited by 3 · see citing works
Khatri, H. (2024) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3613905.3647963 · Cited by 5 · see citing works
REALIDADE VIRTUAL NA PRÁTICA DE MINDFULNESS EM PSICOTERAPIA: UMA REVISÃO NARRATIVA
de Paula, D. M. B., & Fernández, L. M. (2021) · Psicologia em Estudo · doi:10.4025/psicolestud.v26i0.46410 · Cited by 3 · see citing works
“Dois dos trabalhos analisados (Cikajlo et al., 2016, 2017) apresentam um protótipo que inclui uma interface web para condução em tempo real sessões de mindfulness baseadas em um programa MBSR adaptado para pacientes remotos equipados com óculos de RV e smartphone, individualmente ou em grupo.”
BackgroundThe Use of Mindfulness in the Metaverse: A Scoping Review
Seymour, L. M., Seymour, S., Sharpe, B. T., Nandy, M., Lodh, S., & Banerjee, M. (2025) · Mindfulness · doi:10.1007/s12671-025-02608-6 · Cited by 2 · see citing works
“The limited use of validated mindfulness scales (only 11 studies, e.g. Cikajlo et al., 2017; Crescentini et al., 2016) further compounds this issue, making it challenging to determine whether observed benefits are due to increased mindfulness or other factors associated with VR use.”
InfluentialSanal gerçeklik uygulamalarıyla mindfulness temelli stres azaltma programının hemşirelikte kullanımı
Özsezer, G., & Ataç, M. (2021) · Journal of Awareness · doi:10.26809/joa.6.3.04 · Cited by 2 · see citing works
Chen, Y., Wang, T., Tan, Y., & Li, D. (2024) · Digital Health · doi:10.1177/20552076241249869 · Cited by 2 · see citing works
Kim, Y., Kim, J., Kim, R., & Yoon, S. H. (2023) · Gerontechnology · doi:10.4017/gt.2023.22.1.831.06 · Cited by 1 · see citing works
Senthilnathan, V., Zahir, S., Simpson, R., Jaglal, S. B., Craven, B. C., Fetterly, M.-J., Perrier, L., & Munce, S. (2025) · BMJ Open · doi:10.1136/bmjopen-2024-086287 · Cited by 2 · see citing works
Mind over Matter: Using Technology to Improve Wellness
Pomputius, A. F. (2018) · Medical Reference Services Quarterly · doi:10.1080/02763869.2018.1439222 · Cited by 2 · see citing works
“Given the current interest in applying VR to treating mental illness, its use to improve mental health and nurture wellness practice makes sense.(14) While meditation is usually done with eyes closed or in a darkened room, some users may become frustrated with the lack of visual variety during their meditative efforts.”
BackgroundPredicting who will benefit from relaxation or stress reduction through virtual reality
Kim, H., & Jeon, H. J. (2021) · International Conference on Ubiquitous Information Management and Communication (IMCOM) · doi:10.1109/imcom51814.2021.9377387 · Cited by 3 · see citing works
“In psychiatry, several studies have attempted to use VR for stress reduction or relaxation and shown the effectiveness [4-7].”
BackgroundBurbano, J., Pillco, J., Genovez, S., & Ortega-Chasi, P. (2024) · IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR) · doi:10.1109/aixvr59861.2024.00063 · Cited by 1 · see citing works
“Some studies have compared the effectiveness of mind-fulness methodologies in the treatment of anxiety [6], phobia [7], autism [8], brain injury [9], and psychiatric disorders [10].”
BackgroundUnderstanding How Virtual Reality Can Support Mindfulness Practice: Mixed Methods Study (Preprint)
Seabrook, E., Kelly, R., Foley, F., Theiler, S., Thomas, N., Wadley, G., & Nedeljkovic, M. (2019) · doi:10.2196/preprints.16106 · Cited by 262 · see citing works
Dinh, T. N., Dinh, S. N., & Manh, H. L. (2024) · Tạp chí Kinh tế và Phát triển · doi:10.33301/jed-05-2024-0094 · Cited by 1 · see citing works
“The nature of consumption is a form of perception that is difficult to identify, and it has different influences in different cultures (Buckley et al ., 2010; Cikajlo et al ., 2017).”
BackgroundBrassel, S., Power, E., Campbell, A., et al. (2020) · doi:10.2196/preprints.26344
Salawu, A., Aderinto, N., Ojo, I. S., et al. (2026) · Current Treatment Options in Neurology · doi:10.1007/s11940-026-00865-x
Immersive Virtual-Reality-Technologien in der betrieblichen psychischen Gesundheitsförderung
Mache, S., Salim-Latzel, M., Groneberg, D. A., & Harth, V. (2026) · Zentralblatt für Arbeitsmedizin Arbeitsschutz und Ergonomie · doi:10.1007/s40664-025-00600-4
“Technische Herausforderungen wie Geräteüberhitzung [7], Bedienungs-schwierigkeiten bei technikfernen Nut-zergruppen [10] sowie visuelle Übersti-mulationundCybersickness[15]wurden ebenfalls berichtet.”
Speech-Language Pathologists' Perspectives On Virtual Reality for Childhood Traumatic Brain Injury
Riccardi, J. S., Fink, P. D. S., Brown, J. R., & Murray-James, H. (2025) · American Journal of Speech-Language Pathology · doi:10.1044/2025_ajslp-24-00416
Xie, Q., Zhan, Y., Wu, X., Lu, X., Zeng, H., Wu, X., & Liu, H. (2025) · Research Square · doi:10.21203/rs.3.rs-8305873/v1
Virtual Reality for Stress Management in University Students
Abreu, S., & Stiles, T. (2024) · IEEE International Conference on Collaboration and Internet Computing (CIC) · doi:10.1109/cic62241.2024.00026
“The use of mindfulness with VR also shows the possibility of mindful attention and relaxation (Cikajlo et al., 2017).”
Chanquini, F. S., Pinto, A., Alves, T. M., Carvalho, C. (., Martínez‐Córcoles, M., & Mónico, L. D. S. M. (2026) · Acta Psychologica · doi:10.1016/j.actpsy.2026.107159
Mixed Reality Platforms in Telehealth Delivery: Scoping Review (Preprint)Preprint
Worlikar, H., Coleman, S., Kelly, J., et al. (2022) · doi:10.2196/preprints.42709
Gender Specificity in Exergaming for Therapy and Rehabilitation
Разумникова, О. М., Bakaev, M., Eremeev, S. A., & Zhang, W. (2023) · International Scientific-Technical Conference on Actual Problems of Electronic Instrument Engineering (APEIE) · doi:10.1109/apeie59731.2023.10347821
Choi, M., Hwang, H., Seong, G., Lee, D., & Jung, Y. (2025) · 신경정신의학 · doi:10.4306/jknpa.2025.64.2.84
Brassel, S., Brunner, M., Campbell, A., et al. (2022) · doi:10.2196/preprints.45168
- Authors
- Cikajlo, I., Cizman Staba, U., Vrhovac, S., Larkin, F., & Roddy, M.
- Affiliations
- Univerzitetni Rehabilitacijski Inštitut (SI)
- Corresponding author
- Cikajlo, Imre
- Venue
- JMIR Research Protocols
- Publisher
- JMIR Publications Inc.
- Published
- 2017-06-05
- Volume
- 6
- Issue
- 6
- Pages
- e108
- ISSN
- 1929-0748 (ISSN-L)
- PMC
- PMC5476869
- OpenAlex
- W2620669577
- Cited by
- 59
- References
- 30
- Citations by year
- 2026: 4 · 2025: 12 · 2024: 7 · 2023: 8 · 2022: 10 · 2021: 9 · 2020: 3 · 2019: 4 · 2018: 2
- FWCI
- 3.05
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- JMIR Research Protocols (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Physical Sciences › Computer Science › Human-Computer Interaction › Virtual Reality Applications and Impacts
- Keywords
- virtual reality, mindfulness-based stress reduction, traumatic brain injury, 360-degree video, head tracking, life satisfaction, mindfulness, anxiety reduction, serious games, patients, power spectrum analysis
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