Immersive Virtual Reality and Gamification Within Procedurally Generated Environments to Increase Motivation During Gait Rehabilitation

Virtual Reality (VR) technology offers promising opportunities to improve traditional treadmill-based rehabilitation programs. We present an immersive VR rehabilitation system that includes a head-mounted display and motion sensors. The application is designed to promote the experience of relatedness, autonomy, and competence. The application uses procedural content generation to generate diverse landscapes. We evaluated the effect of the immersive rehabilitation system on motivation and affect. We conducted a repeated measures study with 36 healthy participants to compare the immersive program to a traditional rehabilitation program. Participants reported significant greater enjoyment, felt more competent and experienced higher decision freedom and meaningfulness in the immersive VR gait training compared to the traditional training. They experienced significantly lower physical demand, simulator sickness, and state anxiety, and felt less pressured while still perceiving a higher personal performance. We derive three design implications for future applications in gait rehabilitation: Immersive VR provides a promising augmentation for gait rehabilitation. Gamification features provide a design guideline for content creation in gait rehabilitation. Relatedness and autonomy provide critical content features in gait rehabilitation.

[1]  A. Hicks,et al.  Effects of 12 weeks of supported treadmill training on functional ability and quality of life in progressive multiple sclerosis: a pilot study. , 2011, Archives of physical medicine and rehabilitation.

[2]  Lennart E. Nacke,et al.  From game design elements to gamefulness: defining "gamification" , 2011, MindTrek.

[3]  Yoram Baram,et al.  Virtual reality cues for improvement of gait in patients with multiple sclerosis , 2006, Neurology.

[4]  Jacob J. Sosnoff,et al.  Gait Variability and Multiple Sclerosis , 2013, Multiple sclerosis international.

[5]  Robert S. Kennedy,et al.  Simulator Sickness Questionnaire: An enhanced method for quantifying simulator sickness. , 1993 .

[6]  Hubertus J. A. van Hedel,et al.  VIRTuAl REAlITy FoR ENHANCEMENT oF RoboT-ASSISTEd GAIT TRAINING IN CHIldREN wITH NEuRoloGICAl GAIT dISoRdERS , 2022 .

[7]  F. Bethoux,et al.  Evaluating walking in patients with multiple sclerosis: which assessment tools are useful in clinical practice? , 2011, International journal of MS care.

[8]  Seiji Isotani,et al.  A systematic mapping on gamification applied to education , 2014, SAC.

[9]  I. G. L. Port,et al.  Feasibility and Effectiveness of Virtual Reality Training on Balance and Gait Recovery Early after Stroke: A Pilot Study , 2017 .

[10]  A. Achiron,et al.  The effect of balance training on postural control in people with multiple sclerosis using the CAREN virtual reality system: a pilot randomized controlled trial , 2016, Journal of NeuroEngineering and Rehabilitation.

[11]  Alexandre N. Tuch,et al.  Towards understanding the effects of individual gamification elements on intrinsic motivation and performance , 2017, Comput. Hum. Behav..

[12]  S. Hart,et al.  Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research , 1988 .

[13]  J. M. Visser-Meily,et al.  Virtual reality gait training versus non-virtual reality gait training for improving participation in subacute stroke survivors: study protocol of the ViRTAS randomized controlled trial , 2019, Trials.

[14]  Marc Erich Latoschik,et al.  FakeMi: a fake mirror system for avatar embodiment studies , 2016, VRST.

[15]  Ali Idri,et al.  A systematic review of gamification in e-Health , 2017, J. Biomed. Informatics.

[16]  K. Werbach,et al.  For the Win: How Game Thinking Can Revolutionize Your Business , 2012 .

[17]  F. Morang,et al.  Virtual and augmented reality based balance and gait training , 2017 .

[18]  Heidi Sveistrup,et al.  Feasibility, Motivation, and Selective Motor Control: Virtual Reality Compared to Conventional Home Exercise in Children with Cerebral Palsy , 2006, Cyberpsychology Behav. Soc. Netw..

[19]  E. Deci,et al.  A meta-analytic review of experiments examining the effects of extrinsic rewards on intrinsic motivation. , 1999, Psychological bulletin.

[20]  Abdulmotaleb El-Saddik,et al.  Serious games , 2011, ACM Multimedia.

[21]  E. Thompson Development and Validation of an Internationally Reliable Short-Form of the Positive and Negative Affect Schedule (PANAS) , 2007 .

[22]  E. Deci,et al.  Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions. , 2000, Contemporary educational psychology.

[23]  Juho Hamari,et al.  Social Motivations To Use Gamification: An Empirical Study Of Gamifying Exercise , 2013, ECIS.

[24]  R. Motl,et al.  Walking impairment in patients with multiple sclerosis: exercise training as a treatment option , 2010, Neuropsychiatric disease and treatment.

[25]  José-Antonio Lozano-Quilis,et al.  USEQ: A Short Questionnaire for Satisfaction Evaluation of Virtual Rehabilitation Systems , 2017, Sensors.

[26]  C. Haas,et al.  A Pilot Study of an Exercise-Based Patient Education Program in People with Multiple Sclerosis , 2014, Multiple sclerosis international.

[27]  Heinz Mandl,et al.  How gamification motivates: An experimental study of the effects of specific game design elements on psychological need satisfaction , 2017, Comput. Hum. Behav..

[28]  R. Calabró,et al.  Robotic gait training in multiple sclerosis rehabilitation: Can virtual reality make the difference? Findings from a randomized controlled trial , 2017, Journal of the Neurological Sciences.

[29]  Sandra G. Hart,et al.  Nasa-Task Load Index (NASA-TLX); 20 Years Later , 2006 .

[30]  Maria Merve Kılıc,et al.  Virtual reality based rehabilitation system for Parkinson and multiple sclerosis patients , 2017, 2017 International Conference on Computer Science and Engineering (UBMK).

[31]  E. Deci,et al.  Self-determination theory and the facilitation of intrinsic motivation , 2000 .

[32]  D. Kiper,et al.  Virtual Reality–Augmented Neurorehabilitation Improves Motor Function and Reduces Neuropathic Pain in Patients With Incomplete Spinal Cord Injury , 2013, Neurorehabilitation and neural repair.

[33]  R. Calabró,et al.  The role of virtual reality in improving motor performance as revealed by EEG: a randomized clinical trial , 2017, Journal of NeuroEngineering and Rehabilitation.

[34]  Heleen Beckerman,et al.  Newly Identified Gait Patterns in Patients With Multiple Sclerosis May Be Related to Push-off Quality , 2016, Physical Therapy.

[35]  J. Meijer,et al.  Feasibility and Effectiveness of Virtual Reality Training on Balance and GaitRecovery Early after Stroke: A Pilot Study , 2017 .

[36]  Tânia Brusque Crocetta,et al.  The Clinical Utility of Virtual Reality in Neurorehabilitation: A Systematic Review , 2018, Journal of central nervous system disease.

[37]  A. Cereatti,et al.  Feasibility and Acceptance of a Virtual Reality System for Gait Training of Individuals with Multiple Sclerosis , 2013 .

[38]  Kevin Werbach,et al.  (Re)Defining Gamification: A Process Approach , 2014, PERSUASIVE.

[39]  T. Royer,et al.  Gait variability in people with multiple sclerosis , 2006, Multiple sclerosis.

[40]  Matt C. Howard A meta-analysis and systematic literature review of virtual reality rehabilitation programs , 2017, Comput. Hum. Behav..

[41]  Martin Schrepp,et al.  Construction and Evaluation of a User Experience Questionnaire , 2008, USAB.

[42]  F. Fávero,et al.  Virtual reality in multiple sclerosis - A systematic review. , 2016, Multiple sclerosis and related disorders.

[43]  C. Spielberger,et al.  Manual for the State-Trait Anxiety Inventory , 1970 .

[44]  Marc Erich Latoschik,et al.  Immersive Robot-Assisted Virtual Reality Therapy for Neurologically-Caused Gait Impairments , 2018, 2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR).

[45]  Andrea Cereatti,et al.  Effects of a virtual reality and treadmill training on gait of subjects with multiple sclerosis: a pilot study. , 2016, Multiple sclerosis and related disorders.

[46]  M. Bradley,et al.  Measuring emotion: the Self-Assessment Manikin and the Semantic Differential. , 1994, Journal of behavior therapy and experimental psychiatry.

[47]  Lennart E. Nacke,et al.  Gamification : Toward a Definition , 2022 .

[48]  Andrea Cereatti,et al.  An innovative training program based on virtual reality and treadmill: effects on gait of persons with multiple sclerosis , 2017, Disability and rehabilitation.