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A review of cybersickness in head-mounted displays: raising attention to individual susceptibility

VIRTUAL REALITY (2022)

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Article Behavioral Sciences

The Visually Induced Motion Sickness Susceptibility Questionnaire (VIMSSQ): Estimating Individual Susceptibility to Motion Sickness-Like Symptoms When Using Visual Devices

Behrang Keshavarz et al.

Summary: Two studies were conducted to develop and validate a questionnaire to estimate individual susceptibility to visually induced motion sickness (VIMS). The Visually Induced Motion Sickness Susceptibility Questionnaire (VIMSSQ) was found to be a reliable tool for predicting VIMS, particularly when combined with questions about the tendency to avoid visual displays and experience syncope. The questionnaire can provide valuable information about an individual's susceptibility to VIMS based on self-reports.

HUMAN FACTORS (2023)

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Review Clinical Neurology

Motion sickness: current concepts and management

Behrang Keshavarz et al.

Summary: The review provides an overview of current research trends and topics in the field of motion sickness, including theoretical considerations, physiological and neural mechanisms, individual risk factors, treatment options, and recommendations for future research directions. Recent studies have focused on the impact of automated vehicles and virtual reality on motion sickness. Habituation remains the most effective nonpharmacological method, and novel techniques are being investigated, but a reliable method to prevent or minimize motion sickness has yet to be found.

CURRENT OPINION IN NEUROLOGY (2022)

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Article Neurosciences

Left parietal involvement in motion sickness susceptibility revealed by multimodal magnetic resonance imaging

Hiroyuki Sakai et al.

Summary: The study identified significant differences in functional connectivity and network centrality in the left parietal region of individuals highly susceptible to motion sickness. Additionally, an association was found between motion sickness susceptibility and white matter integrity in the left inferior fronto-occipital fasciculus.

HUMAN BRAIN MAPPING (2022)

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Article Computer Science, Interdisciplinary Applications

Reducing cybersickness by implementing texture blur in the virtual reality content

Chen-Yu Chen et al.

Summary: The experiment results showed that texture blur can effectively reduce users' cybersickness in virtual reality content. Researchers tested this new technology in three experiments and came to a positive conclusion.

VIRTUAL REALITY (2022)

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Article Computer Science, Artificial Intelligence

A Deep Motion Sickness Predictor Induced by Visual Stimuli in Virtual Reality

Jinwoo Kim et al.

Summary: This article introduces a deep learning-based approach to predict visually induced motion sickness (VIMS) scores in virtual reality environments. By using the proposed model and networks, it demonstrates better performance compared to existing methods.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2022)

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Article Computer Science, Interdisciplinary Applications

The influence of personality, sound, and content difficulty on virtual reality sickness

Ari Widyanti et al.

Summary: This study aimed to observe the influence of personality, sound, and content difficulties on VR sickness. The results showed that personality had a significant effect on the dimensions of VR sickness, with Emotionality personality reporting the highest scores. However, there was no significant difference in VR sickness scores based on sound and content difficulty.

VIRTUAL REALITY (2022)

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Article Computer Science, Interdisciplinary Applications

Quantifying VR cybersickness using EEG

Eric Krokos et al.

Summary: By studying EEG signals in immersive virtual environments, a correlation between cybersickness and an increase in Delta, Theta, and Alpha waves has been found. Establishing a strong correlation between cybersickness and EEG-measured brain activity is the first step towards interactively characterizing and mitigating cybersickness in virtual environments.

VIRTUAL REALITY (2022)

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Article Computer Science, Interdisciplinary Applications

Estimating cybersickness from virtual reality applications

Lisa Rebenitsch et al.

Summary: Research analyzed past publications to identify factors influencing cybersickness and developed three predictive models. The use of demographic, software, and hardware factors can better predict the level and incidence of cybersickness.

VIRTUAL REALITY (2021)

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Article Engineering, Industrial

Exploratory factor analysis and validity of the virtual reality symptom questionnaire and computer use survey

Daniel A. del Cid et al.

Summary: A study was conducted to validate the Virtual Reality Symptoms Questionnaire (VRSQ) and Computer Use Survey (CUS), showing that both instruments are precise and accurate for evaluating discomfort after VR-HMD use and computer use. The factor analyses indicated clear solutions and good internal consistency for both instruments.

ERGONOMICS (2021)

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Article Computer Science, Interdisciplinary Applications

A novel method for VR sickness reduction based on dynamic field of view processing

Kyungmin Lim et al.

Summary: This paper proposed a novel method for reducing VR sickness based on dynamic FOV processing, estimating sickness levels using a VR sickness model, and using head dispersion as a quantitative measure. Experimental validation showed a significant decrease in VR sickness with almost negligible loss in presence.

VIRTUAL REALITY (2021)

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Article Computer Science, Interdisciplinary Applications

Effects of dynamic field-of-view restriction on cybersickness and presence in HMD-based virtual reality

Joel Teixeira et al.

Summary: Dynamic FOV restriction can effectively reduce cybersickness during HMD VR gameplay, while individual differences in spontaneous postural instability can predict the severity of cybersickness, and vection can enhance the sense of presence for HMD users.

VIRTUAL REALITY (2021)

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Article Computer Science, Interdisciplinary Applications

On the Effect of Standing and Seated Viewing of 360° Videos on Subjective Quality Assessment: A Pilot Study

Yan Hu et al.

Summary: This study compared the effects of standing and seated viewing of 360-degree videos on subjective quality assessment using HMDs. The results showed that average rating times were similar for both viewing positions, but seated viewers exhibited higher discernment and confidence in opinion scores compared to standing viewers. Standing viewers demonstrated greater scene exploration and slightly higher immersion, while seated viewers showed lower emotional arousal and reduced simulator sickness symptoms.

COMPUTERS (2021)

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Article Neurosciences

Test-retest reliability of the virtual reality sickness evaluation using electroencephalography (EEG)

Hyun Kyoon Lim et al.

Summary: No reliable quantitative and objective measurement method for virtual reality (VR) sickness has been established yet. This study recruited 21 male participants sensitive to VR sickness and evaluated their EEG for consistency and significant changes associated with VR sickness. The findings may support further research on VR sickness evaluation.

NEUROSCIENCE LETTERS (2021)

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Article Chemistry, Analytical

Electrogastrography in Autonomous Vehicles-An Objective Method for Assessment of Motion Sickness in Simulated Driving Environments

Timotej Gruden et al.

Summary: This study used electrogastrography (EGG) to assess motion sickness in autonomous vehicles in a high-fidelity driving simulator. The results showed that participants reported more nausea symptoms in more dynamic driving environments, accompanied by an increase in EGG amplitude.

SENSORS (2021)

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Article Computer Science, Interdisciplinary Applications

Quantitative measures of the visually evoked sensation of body movement in space (Vection) using Electrovestibulography (EVestG)

Mehrangiz Ashiri et al.

Summary: Vection is a self-motion sensation induced in stationary observers, which can lead to postural control issues and cybersickness symptoms. The study explores vestibular response changes following vection in 20 individuals, showing differences in field potentials and time intervals between dynamic and stationary segments. Increased vestibular activity due to visually induced self-motion sensation may contribute to imbalance and increased likelihood of cybersickness.

VIRTUAL REALITY (2021)

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Article Computer Science, Cybernetics

Variations in visual sensitivity predict motion sickness in virtual reality

Jacqueline M. Fulvio et al.

Summary: This study found that sensitivity to visual cues predicts the severity of motion sickness symptoms. The research also explored another reported source of variability in motion sickness severity in VR, sex, but found little support for it. Previously reported sex differences in motion sickness severity in VR might be due to poor personalization of VR displays.

ENTERTAINMENT COMPUTING (2021)

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Article Computer Science, Software Engineering

Field-of-View Restriction to Reduce VR Sickness Does Not Impede Spatial Learning in Women

Isayas Berhe Adhanom et al.

Summary: Women are more likely to experience VR sickness than men, but restricting field-of-view can help mitigate this issue. Sex differences in spatial cognition exist, but providing a larger FOV can reduce this difference by increasing the availability of landmarks, which women rely on more. Our study found that a dynamic FOV restrictor is equally effective in reducing VR sickness in both sexes and does not impede spatial learning.

ACM TRANSACTIONS ON APPLIED PERCEPTION (2021)

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Article Neurosciences

Vestibular Morphological Asymmetry Associated With Motion Sickness Susceptibility

Takumi Harada et al.

Summary: The study found that asymmetry in the bilateral vestibular organs was associated with motion sickness susceptibility, with a larger position asymmetry in highly susceptible individuals. Additionally, the position asymmetry was linked to negative resting state functional connectivity between vestibular and visuocortical regions in lowly susceptible individuals.

FRONTIERS IN NEUROSCIENCE (2021)

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Article Computer Science, Software Engineering

Floor-vibration VR: Mitigating Cybersickness Using Whole-body Tactile Stimuli in Highly Realistic Vehicle Driving Experiences

Sungchul Jung et al.

Summary: This study aimed to reduce cybersickness in virtual reality experiences by introducing a vibrating floor, with results showing that the floor vibration significantly reduced some measures of cybersickness.

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2021)

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Review Computer Science, Interdisciplinary Applications

Cybersickness in current-generation virtual reality head-mounted displays: systematic review and outlook

Polona Caserman et al.

Summary: Cybersickness refers to symptoms like nausea, headache, and dizziness experienced by users during or after virtual reality immersion. Recent studies show that current-generation VR head-mounted displays cause less cybersickness but some symptoms remain severe. The nature of movement and sensory mismatch are key contributors to cybersickness, and biosensors can be utilized for its detection.

VIRTUAL REALITY (2021)

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Article Biotechnology & Applied Microbiology

Toward Predicting Motion Sickness Using Virtual Reality and a Moving Platform Assessing Brain, Muscles, and Heart Signals

Marco Recenti et al.

Summary: Motion sickness (MS) and postural control (PC) conditions are common complaints among passive travelers. The sensory conflict theory is the most prominent explanation for MS, stating that a mismatch between vestibular and visual signals causes it. A novel multimetric system called BioVRSea was introduced for studying the physiology associated with MS and seasickness, utilizing virtual reality technology and biomedical sensors. This study identified muscle parameters as most significant in machine learning classification, with the EEG parameters being less important. The research serves as a first step in identifying key physiological factors that differentiate individuals suffering from MS from those who do not using the BioVRSea system.

FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY (2021)

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Review Biochemistry & Molecular Biology

Mechanisms of Nausea and Vomiting: Current Knowledge and Recent Advances in Intracellular Emetic Signaling Systems

Weixia Zhong et al.

Summary: Nausea and vomiting are considered defense mechanisms triggered by threatening toxins/drugs/bacteria/viruses/fungi entering the body. Vomiting involves forceful removal of gastrointestinal contents, while nausea is a subjective sensation that is more difficult to study in nonhuman species.

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2021)

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Article Psychology, Biological

The relationship between postural stability and cybersickness: It's complicated - An experimental trial assessing practical implications of cybersickness etiology

Sigbjorn Litleskare

Summary: Virtual reality can cause cybersickness, with deteriorations in postural stability possibly predicting or objectively measuring the sickness, but individual differences and overlapping symptoms complicate the relationship.

PHYSIOLOGY & BEHAVIOR (2021)

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Article Chemistry, Analytical

Mitigating Cybersickness in Virtual Reality Systems through Foveated Depth-of-Field Blur

Razeen Hussain et al.

Summary: The paper presents a technique to incorporate spatial blur in VR systems to reduce cybersickness, inspired by the human physiological system. Through a user study, the effectiveness of the technique in reducing cybersickness in virtual environments was verified by significantly lowering sickness scores.

SENSORS (2021)

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Article Computer Science, Information Systems

A Comparative Study of Virtual Reality Methods of Interaction and Locomotion Based on Presence, Cybersickness, and Usability

Jesus Mayor et al.

Summary: The study analyzed the impact of different interaction and locomotion methods in virtual reality on presence, cybersickness, and usability. An experimental environment was designed and developed to conduct empirical analysis with 48 subjects, providing guidelines for the use of these methods.

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING (2021)

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Article Computer Science, Software Engineering

Virtual Reality Sickness Mitigation Methods: A Comparative Study in a Racing Game

Rongkai Shi et al.

Summary: The study compared three VR sickness mitigation methods in a racing game and found no significant differences in VR sickness, presence, and workload under different levels of control. Changing FOV or using DOF blur effects may result in information loss, while adding a target reticule as a rest frame does not.

PROCEEDINGS OF THE ACM ON COMPUTER GRAPHICS AND INTERACTIVE TECHNIQUES (2021)

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Proceedings Paper Computer Science, Cybernetics

Using Fuzzy Logic to Involve Individual Differences for Predicting Cybersickness during VR Navigation

Yuyang Wang et al.

Summary: Individual differences can affect users' susceptibility to cybersickness in VR applications, and fuzzy logic methods can integrate these factors' impact on cybersickness. Using correlation coefficients from two fuzzy logic approaches, the effectiveness of these methods in influencing cybersickness was confirmed. These findings offer insights for establishing customized experiences for VR navigation.

2021 IEEE VIRTUAL REALITY AND 3D USER INTERFACES (VR) (2021)

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Proceedings Paper Computer Science, Cybernetics

Subject 001-A Detailed Self-Report of Virtual Reality Induced Sickness

Daniel Zielasko

Summary: Cybersickness awareness has increased significantly in recent years, however many still do not fully understand the impact it has on individuals. This detailed self-report from a hypersensitive expert provides insight into the personal experience of cybersickness and its relation to general observations from experiments.

2021 IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES ABSTRACTS AND WORKSHOPS (VRW 2021) (2021)

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Proceedings Paper Computer Science, Cybernetics

Individual Differences & Task Attention in Cybersickness: A Call for a Standardized Approach to Data Sharing

Stephen B. Gilbert et al.

Summary: Research on cybersickness has overlooked individual differences and the impact of task attentional load. To advance the understanding of cybersickness, standardized experimental protocols and reporting standards should be established.

2021 IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES ABSTRACTS AND WORKSHOPS (VRW 2021) (2021)

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Article Computer Science, Information Systems

Comparing Virtual Environments for Cybersickness Using a Cumulative Optical Flow Entropy Metric

Shamus P. Smith

Summary: Cybersickness is common in virtual reality experiences with head-mounted displays, but predicting whether a virtual environment will induce it is challenging. This paper introduces a new approach and metric to compare virtual environments' susceptibility to cybersickness, enabling pre-evaluation before user studies. Results show the approach can differentiate between levels of cybersickness and contributing attributes.

IEEE ACCESS (2021)

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Article Computer Science, Artificial Intelligence

Association of Individual Factors with Simulator Sickness and Sense of Presence in Virtual Reality Mediated by Head-Mounted Displays (HMDs)

Simone Grassini et al.

Summary: Studies have found that motion sickness susceptibility is related to simulator sickness, while neuroticism may also be associated with and predict simulator sickness. Individuals who are more accustomed to playing video games are less susceptible to simulator sickness, and females are more likely to experience simulator sickness compared to males, particularly in nausea-related symptoms. Additionally, females tend to experience a higher sense of presence in virtual reality environments compared to males. Further research using modern head-mounted displays is recommended to replicate these findings.

MULTIMODAL TECHNOLOGIES AND INTERACTION (2021)

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Article Computer Science, Artificial Intelligence

VR Sickness Versus VR Presence: A Statistical Prediction Model

Woojae Kim et al.

Summary: Current research on virtual reality sickness and presence assessment is limited by its reliance on simple image patterns, making it difficult to apply to real-world VR environments. To address this issue, researchers have developed a large database of 100 VR videos with human subjective ratings, and used this resource to develop statistical models to predict VR sickness and presence.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2021)

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Article Ophthalmology

Effects of Immersive Virtual Reality Headset Viewing on Young Children: Visuomotor Function, Postural Stability, and Motion Sickness

Lawrence Tychsen et al.

AMERICAN JOURNAL OF OPHTHALMOLOGY (2020)

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A study of cybersickness and sensory conflict theory using a motion-coupled virtual reality system

Adrian K. T. Ng et al.

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Effects of virtual reality technology locomotive multi-sensory motion stimuli on a user simulator sickness and controller intuitiveness during a navigation task

Cassandra N. Aldaba et al.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (2020)

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Virtual Reality Sickness and Challenges Behind Different Technology and Content Settings

Joze Guna et al.

MOBILE NETWORKS & APPLICATIONS (2020)

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Effects of steering locomotion and teleporting on cybersickness and presence in HMD-based virtual reality

Jeremy Clifton et al.

VIRTUAL REALITY (2020)

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Differences Between Physical vs. Virtual Evoked Vestibular Responses

Mehrangiz Ashiri et al.

ANNALS OF BIOMEDICAL ENGINEERING (2020)

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Psychometric evaluation of Simulator Sickness Questionnaire and its variants as a measure of cybersickness in consumer virtual environments

Volkan Sevinc et al.

APPLIED ERGONOMICS (2020)

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Cybersickness in Virtual Reality Head-Mounted Displays: Examining the Influence of Sex Differences and Vehicle Control

Christopher Curry et al.

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION (2020)

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Effect of VR technology matureness on VR sickness

Gregor Gersak et al.

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EEG Studies on Physical Discomforts Induced by Virtual Reality Gaming

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Multisensory Interactions in Virtual Reality: Optic Flow Reduces Vestibular Sensitivity, but Only for Congruent Planes of Motion

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Mind the Gap: The Underrepresentation of Female Participants and Authors in Virtual Reality Research

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