Abstract
This paper presents a literature review aiming to analyse the state of the art of virtual reality applications to detect age related cognitive impairments of community-dwelling older adults by identifying (i) the paradigms for interaction being used, (ii) the cognitive domains being assessed, and (iii) how the proposed applications were evaluated. A systematic electronic search was performed using Scopus, Web of Science and PubMed databases and 23 studies were included in the review. The paradigm most used for interaction was simulation of daily tasks, while memory, executive functions, and attention were the cognitive domains most referred. For the evaluation of the proposed applications, five articles reported on diagnostic accuracy studies and their results state that applications supported on virtual reality can discriminate between normal cognition and nonnormal cognition. However, these diagnostic accuracy studies not only constitute a small percentage of the included studies, but also, in general, were conducted with a small number of participants.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Sabbagh, M., Boada, M., Borson, et al.: Early Detection of Mild Cognitive Impairment (MCI) in an At-Home Setting. The Journal of Prevention of Alzheimer's Disease 7, 171–178 (2020).
Bastardo, R., Pavão, J., Martins, A.I., Silva, A.G., Rocha, N.P.: Cognitive Screening Instruments for Community-Dwelling Older Adults: A Mapping Review. In: International Conference on Digital Science, pp. 533–544. , Switzerland (2021).
Ibáñez V, Silva J, Cauli O (2018) A survey on sleep assessment methods. PeerJ 6:e4849
Tröger J., Linz N., König A., et al.: Telephone-based dementia screening I: automated semantic verbal fluency assessment. In: 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, pp. 59–66. ACM, New York, NY, Unired States (2018).
Kourtis L, Regele O, Wright J, Jones G (2019) Digital biomarkers for Alzheimer’s disease: the mobile/wearable devices opportunity. NPJ digital medicine 2(1):1–9
Marengo, D., Settanni, M.: Mining facebook data for personality prediction: An overview. Digital Phenotyping and Mobile Sensing. In: Baumeister, H., Montag C. (eds) Digital Phenotyping and Mobile Sensing. Studies in Neuroscience, Psychology and Behavioral Economics, pp. 109–124. Springer, Cham, Switzerland (2019).
Grande, G., Triolo, F., Nuara, et al.: Measuring gait speed to better identify prodromal dementia. Experimental Gerontology 124, 110625 (2019).
Dagum P (2018) Digital biomarkers of cognitive function. NPJ digital medicine 1:1–3
Plancher, G., Nicolas, S., Piolino, P.: Virtual reality as a tool for assessing episodic memory. In: Proceedings of the 2008 ACM symposium on Virtual reality software and technology, pp. 179–182. ACM (2008).
Wright DW, Nevárez H, Kilgo P, LaPlaca M et al (2011) A novel technology to screen for cognitive impairment in the elderly. Am J Alzheimers Dis Other Demen 26(6):484–491
Parsons, T. D., Courtney, C. G., Arizmendi, B., Dawson, M.: Virtual reality stroop task for neurocognitive assessment. In: Medicine Meets Virtual Reality 18, pp. 433–439. IOS Press (2011).
Plancher G, Tirard A, Gyselinck V, Nicolas S, Piolino P (2012) Using virtual reality to characterize episodic memory profiles in amnestic mild cognitive impairment and Alzheimer’s disease: influence of active and passive encoding. Neuropsychologia 50(5):592–602
Zygouris S, Giakoumis D, Votis K et al (2015) Can a virtual reality cognitive training application fulfill a dual role? Using the virtual supermarket cognitive training application as a screening tool for mild cognitive impairment. J Alzheimers Dis 44(4):1333–1347
Boletsis C, McCallum S (2016) Augmented reality cubes for cognitive gaming: preliminary usability and game experience testing. Int J Serious Games 3(1):3–18
Doucet G, Gulli RA, Martinez-Trujillo JC (2016) Cross-species 3D virtual reality toolbox for visual and cognitive experiments. J Neurosci Methods 266:84–93
Oliveira, C.R., Lopes Filho, B.J.P., et al.:. Development and feasibility of a virtual reality task for the cognitive assessment of older adults: the ECO-VR. The Spanish journal of psychology, 19, 94–110 (2016).
Parsons, T. D., Russo, N., Schermerhorn, P.: Avatar Administered Neuropsychological Testing (AVANT): Stroop Interference Task. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting , 61(1), pp. 2047–2051. Sage Publications (2017).
Sobota, B., Guzan, M.: Possibilities of utilization chaos for the cognitive tests using virtual reality technologies. In: 2018 16th International Conference on Emerging eLearning Technologies and Applications (ICETA), pp. 499–504. IEEE (2018).
Dulau, E., Botha-Ravyse, C. R., Luimula, M., Markopoulos, P., Markopoulos, E., & Tarkkanen, K.: A virtual reality game for cognitive impairment screening in the elderly: a user perspective. In: 2019 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), pp. 403–410. IEEE (2019).
Mirheidari, B., Blackburn, D., O’Malley, R., Walker, T., Venneri, A., Reuber, M., Christensen, H.: Computational cognitive assessment: Investigating the use of an intelligent virtual agent for the detection of early signs of dementia. In: 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2732–2736. IEEE (2019).
Chua, S. I. L., Tan, N. C., Wong, W. T., Allen Jr, J. C., Quah, J. H. M., Malhotra, R., Østbye, T.: Virtual reality for screening of cognitive function in older persons: comparative study. Journal of medical Internet research,21(8), e14821 (2019).
Paulo R, Albuquerque PB (2019) Detecting memory performance validity with DETECTS: A computerized performance validity test. Appl Neuropsychol Adult 26(1):48–57
Eraslan Boz, H., Limoncu, H., Zygouris, S., Tsolaki, et al.: A new tool to assess amnestic mild cognitive impairment in Turkish older adults: virtual supermarket (VSM). Aging, Neuropsychology, and Cognition 27(5), 639–653 (2020).
Barnett MD, Childers LG, Parsons TD (2021) A Virtual Kitchen Protocol to Measure Everyday Memory Functioning for Meal Preparation. Brain Sci 11(5):571
Sobota, B., Kaduk, M., Sivý, M., & Mattová, M. Cognitive testing environment for people with disabilities based on virtual reality and EEG devices. In: 19th International Conference on Emerging eLearning Technologies and Applications (ICETA), pp. 364–368. IEEE (2021).
Rodríguez, M. F., Ramirez Butavand, D., Cifuentes, M. V., Bekinschtein, P., Ballarini, F., García Bauza, C.: A virtual reality platform for memory evaluation: Assessing effects of spatial strategies. Behavior Research Methods, 1–13 (2021).
Weitzner DS, Calamia M, Parsons TD (2021) Test-retest reliability and practice effects of the virtual environment grocery store (VEGS). J Clin Exp Neuropsychol 43(6):547–557
Yan M, Yin H, Meng Q, Wang S et al (2021) A Virtual Supermarket Program for the Screening of Mild Cognitive Impairment in Older Adults: Diagnostic Accuracy Study. JMIR serious games 9(4):e30919
Zygouris S, Segkouli S, Triantafylidis A, Giakoumis D, Tsolaki M, Votis K, Tzovaras D (2022) Usability of the Virtual Supermarket Test for Older Adults with and without Cognitive Impairment. Journal of Alzheimer’s Disease Reports. 6(1):229–234
Tan, N.C., Lim, J.E., Allen Jr, J.C., Wong, et.al.: Age-Related Performance in Using a Fully Immersive and Automated Virtual Reality System to Assess Cognitive Function. Frontiers in Psychology, 2022(13), 847590 (2022).
Brugada-Ramentol V, Bozorgzadeh A, Jalali H (2022) Enhance VR: A Multisensory Approach to Cognitive Training and Monitoring. Frontiers in Digital Health 4:916052
Martins AI, Rosa AF, Queirós A, Silva A, Rocha NP (2015) European Portuguese validation of the system usability scale (SUS). Procedia computer science 67:293–300
Acknowledgements
This work was supported by Programa Operacional Competitividade e Internacionalização (COMPETE 2020), Portugal 2020 and Lisboa 2020 of the Fundo Europeu de Desenvolvimento Regional (FEDER) / European Regional Development Fund (ERDF), under project project SH4ALL – Smart Health for ALL, POCI-01-0247-FEDER-046115.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Bastardo, R., Pavão, J., Gago, B., Rocha, N.P. (2023). Virtual Reality and the Cognitive Screening of Older Adults: A Review. In: Rocha, Á., Ferrás, C., Ibarra, W. (eds) Information Technology and Systems. ICITS 2023. Lecture Notes in Networks and Systems, vol 692. Springer, Cham. https://doi.org/10.1007/978-3-031-33261-6_36
Download citation
DOI: https://doi.org/10.1007/978-3-031-33261-6_36
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-33260-9
Online ISBN: 978-3-031-33261-6
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)