Cited by 61Mindfulness and Compassion InterventionsDigital Mental Health InterventionsVirtual Reality Applications and Impacts

A Cloud-Based Virtual Reality App for a Novel Telemindfulness Service: Rationale, Design and Feasibility Evaluation

Open access
Cikajlo, Imre, Cizman Staba, Ursa, Vrhovac, Suzana, Larkin, Frances, Roddy, Mark·2017·JMIR Research Protocols

Abstract

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

Registry

Crossref · 10.2196/resprot.6849

Cites

29 of 29 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

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
  • 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 data

    One 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 claim
  • May combine two claims.

    Findingown data

    Only 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 claim
  • May combine two claims.

    Findingown data

    Employees 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 claim
  • May combine two claims.

    Findingown data

    Patients 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
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Occasionally, 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 claim
  • May combine two claims.

    Findingown data

    Head 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Patients 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 claim
  • May combine two claims.

    Findingown data

    Mindfulness 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Only 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 claim
  • May combine two claims.

    Findingown data

    Comparison 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 claim
  • May combine two claims.

    Findingnone given

    Despite 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Patient 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 claim
  • May combine two claims.

    Findingown data

    Employees 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    During 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingcitation

    The 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 data

    Both 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 claim
  • May combine two claims.

    Findingown data

    In 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 claim
  • May combine two claims.

    Findingown data

    Employees' 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Employees 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Head 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 claim
  • May combine two claims.

    Findingown data

    Employees 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims. The quote only partly states this claim.

    Findingown data

    Patients 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 claim
  • May combine two claims.

    Findingown data

    During 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    Detailed 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 claim
  • May combine two claims.

    Findingown data

    Employees 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 claim
  • May combine two claims.

    Findingown data

    One 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingreasoning

    Two 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 claim
  • May combine two claims.

    Findingcitation

    Patients 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 data

    This 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 claim
  • May combine two claims.

    Findingown data

    For 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 claim
  • May combine two claims.

    Findingown data

    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, 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 data

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Participants 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Mindfulness 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).

    Premisecitation

    The 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

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    The 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

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    At 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.

    Premisecitation

    These 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 checked
    • cites [14] source

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    • cites [15] source

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    Premisecitation

    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.

    “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 checked
    • cites [4] Kabat-Zinn, J, 1994, Wherever You Go, There You Are: Mindfulness Meditation in Everyday Life

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    • cites [5] source

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    • cites [6] source

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  • May combine two claims.

    Premisecitation

    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.

    “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

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  • Probably not a substantial claim: may not pass S2 (checkable).

    Study design and conductown data

    With 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Premisecitation

    Mindfulness 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.

    Premisecitation

    Participation 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.

    Premisecitation

    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.

    “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.

    Premisecitation

    Neural 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

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  • May combine two claims.

    Interpretationreasoning

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Kabat-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.

    Premisecitation

    Attention 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

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Group 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationnone given

    Employees 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Several 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).

    Premisecitation

    Practicing 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.

    Premisecitation

    Some 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.

    Interpretationcitation

    The 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 checked
    • cites [25] source

      Not checked in the free run.

    • cites [26] source

      Not checked in the free run.

    • cites [27] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationown data

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    A 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.

    Interpretationcitation

    The 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 data

    These 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 given

    Mindfulness 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Similar 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.

    Premisecitation

    Mindfulness-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.

67 of 67
  • 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.”
8 of 8

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.”

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

    Minor

    The 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.

  • Abstract reverses the frequency range of reduced movements

    Minor

    The abstract places the reduction below 0.34 Hz, whereas the results place it above 0.34 Hz. This reverses a reported head-motion result.

  • Patient 4 contradicts the claim that all patients were dissatisfied initially

    Minor

    Patient 4 began with an SWLS score of 24, which the paper's scale classifies as slightly satisfied, not slightly dissatisfied.

  • Abstract misstates the number of patients with TBI

    Minor

    The abstract says all four patients had TBI, but the participant description says three had TBI and one had a brain tumor.

4 of 4

Cites

Flagged first, then by citations

1 of the 30 references couldn’t be matched to a known paper.

Research works printed but not linked: 2

  1. Bedard, M, 2005, J Cogn Rehabil, 23, 8
  2. Rizzo, AA, 2008, Stud Health Technol Inform, 132, 420

Cited by

Sorted by citations

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
Published
2017-06-05
Volume
6
Issue
6
Pages
e108
ISSN
1929-0748 (ISSN-L)
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
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

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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