Foot Inertial Sensing for Combined Cognitive-Motor Exercise of the Sustained Attention Domain

Objective: In the past decade, cognitive training tools have been used to improve brain functioning, and some have been applied to cognitive decline in dementia. Recently, research studies have demonstrated that aerobic exercise could play an important restorative role toward cognitive impairments. Therefore, the main objective of this paper is to present the innovative use of the SmartWalk tool, which combines aerobic exercise and cognitive protocols traditionally used to stimulate cognitive function. Methods: The primary goal of this study to demonstrate if our tool is correlated with traditional computerized test in stimulating the cognitive system similarly, despite the fact that SmartWalk adds a supplementary physical load on the task. The SmartWalk tool was tested with a total of 49 subjects—29 healthy subjects and 20 subjects with Mild Cognitive Impairments. The participants were asked to perform both the tests to fulfil the proposed goal. Results: The results obtained considering the overall population show a good and significant (p < 0.05) correlation for the “correct,” “error,” and “omitted” scores (r = 0.54, r = 0.34, and r = 0.39, respectively). Conclusion: The results suggest a good correlation between the two approaches with the advantage of adding aerobic exercise to the traditional cognitive task. Significance: The results of this study may be useful in designing ecological and combined cognitive-physical tool to personalize interventions and delay the onset of cognitive disorders like dementia.

[1]  G. Kerchner,et al.  Cognitive Processing Speed in Older Adults: Relationship with White Matter Integrity , 2012, PloS one.

[2]  M. Posner,et al.  The attention system of the human brain: 20 years after. , 2012, Annual review of neuroscience.

[3]  F. Cavallo,et al.  Comparative Motor Pre-clinical Assessment in Parkinson’s Disease Using Supervised Machine Learning Approaches , 2018, Annals of Biomedical Engineering.

[4]  S. Katz,et al.  Progress in development of the index of ADL. , 1970, The Gerontologist.

[5]  P. Bamidis,et al.  A review of physical and cognitive interventions in aging , 2014, Neuroscience & Biobehavioral Reviews.

[6]  J. Gaugler,et al.  The problem with “problem behaviors”: a systematic review of the association between individual patient behavioral and psychological symptoms and caregiver depression and burden within the dementia patient–caregiver dyad , 2012, International Psychogeriatrics.

[7]  Jeffrey M. Hausdorff,et al.  Gait and Cognition: A Complementary Approach to Understanding Brain Function and the Risk of Falling , 2012, Journal of the American Geriatrics Society.

[8]  C. Voelcker-Rehage,et al.  Training effects on motor–cognitive dual-task performance in older adults , 2014, European Review of Aging and Physical Activity.

[9]  Andrew Muddimer,et al.  The effect of experience on system usability scale ratings , 2012 .

[10]  M. E. Liubicich,et al.  Age-related decrements in dual-task performance: Comparison of different mobility and cognitive tasks. A cross sectional study , 2017, PloS one.

[11]  Yvonne Barnard,et al.  Learning to use new technologies by older adults: Perceived difficulties, experimentation behaviour and usability , 2013, Comput. Hum. Behav..

[12]  Cecilia Laschi,et al.  Can physical and cognitive training based on episodic memory be combined in a new protocol for daily training? , 2018, Aging Clinical and Experimental Research.

[13]  Denise C. Park,et al.  The Impact of Sustained Engagement on Cognitive Function in Older Adults , 2014, Psychological science.

[14]  R. Petersen Mild cognitive impairment as a diagnostic entity , 2004, Journal of internal medicine.

[15]  Michelle Brasure,et al.  Does Cognitive Training Prevent Cognitive Decline? , 2018, Annals of Internal Medicine.

[16]  Sylvie Belleville,et al.  Cognitive training for persons with mild cognitive impairment , 2008, International Psychogeriatrics.

[17]  L. Fratiglioni,et al.  Mild cognitive impairment: a concept in evolution , 2014, Journal of internal medicine.

[18]  L. Bherer,et al.  A Review of the Effects of Physical Activity and Exercise on Cognitive and Brain Functions in Older Adults , 2013, Journal of aging research.

[19]  O. Forlenza,et al.  Correlation between functional mobility and cognitive performance in older adults with cognitive impairment , 2018, Neuropsychology, development, and cognition. Section B, Aging, neuropsychology and cognition.

[20]  Lars Bäckman,et al.  A 2 year multidomain intervention of diet, exercise, cognitive training, and vascular risk monitoring versus control to prevent cognitive decline in at-risk elderly people (FINGER): a randomised controlled trial , 2015, The Lancet.

[21]  James T. Miller,et al.  An Empirical Evaluation of the System Usability Scale , 2008, Int. J. Hum. Comput. Interact..

[22]  Cecilia Laschi,et al.  Feasibility study on the assessment of auditory sustained attention through walking motor parameters in mild cognitive impairments and healthy subjects , 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[23]  K. Ottenbacher,et al.  The effects of exercise training on elderly persons with cognitive impairment and dementia: a meta-analysis. , 2004, Archives of physical medicine and rehabilitation.

[24]  R. Petersen,et al.  Mild Cognitive Impairment: An Overview , 2008, CNS Spectrums.

[25]  J. B. Brooke,et al.  SUS: A 'Quick and Dirty' Usability Scale , 1996 .

[26]  John Bond,et al.  The worldwide economic impact of dementia 2010 , 2013, Alzheimer's & Dementia.

[27]  Bruno Fimm,et al.  A test battery for attentional performance , 2002 .

[28]  E Capitani,et al.  A neuropsychological instrument adding to the description of patients with suspected cortical dementia: the Milan overall dementia assessment. , 1994, Journal of neurology, neurosurgery, and psychiatry.

[29]  P. Pietrini,et al.  Randomized trial on the effects of a combined physical/cognitive training in aged MCI subjects: the Train the Brain study , 2017, Scientific Reports.

[30]  J. Morris,et al.  Mild cognitive impairment as a clinical entity and treatment target. , 2005, Archives of neurology.

[31]  Jeanine M. Parisi,et al.  Computerized Cognitive Training with Older Adults: A Systematic Review , 2012, PloS one.

[32]  N. Krieger Genders, sexes, and health: what are the connections--and why does it matter? , 2003, International journal of epidemiology.

[33]  Carla L Graf,et al.  The Lawton Instrumental Activities of Daily Living (IADL) Scale. , 2008, Medsurg nursing : official journal of the Academy of Medical-Surgical Nurses.

[34]  Carrie Heeter,et al.  Effects of a computer-based cognitive exercise program on age-related cognitive decline. , 2013, Archives of gerontology and geriatrics.

[35]  George W Rebok,et al.  Ten‐Year Effects of the Advanced Cognitive Training for Independent and Vital Elderly Cognitive Training Trial on Cognition and Everyday Functioning in Older Adults , 2014, Journal of the American Geriatrics Society.

[36]  F. Petermann,et al.  Age-Related Differences and Heterogeneity in Executive Functions: Analysis of NAB Executive Functions Module Scores. , 2016, Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists.

[37]  Jiaquan Xu,et al.  Deaths: Final Data for 2012. , 2015, National vital statistics reports : from the Centers for Disease Control and Prevention, National Center for Health Statistics, National Vital Statistics System.

[38]  Carla L Graf,et al.  The Lawton instrumental activities of daily living (IADL) scale. , 2008, Medsurg nursing : official journal of the Academy of Medical-Surgical Nurses.

[39]  Xinyi Zhu,et al.  The more the better? A meta-analysis on effects of combined cognitive and physical intervention on cognition in healthy older adults , 2016, Ageing Research Reviews.

[40]  Yasuyuki Taki,et al.  Four weeks of combination exercise training improved executive functions, episodic memory, and processing speed in healthy elderly people: evidence from a randomized controlled trial , 2013, AGE.

[41]  Xiaonan Xue,et al.  Gait Dysfunction in Mild Cognitive Impairment Syndromes , 2008, Journal of the American Geriatrics Society.

[42]  Endel Tulving,et al.  Encoding specificity and retrieval processes in episodic memory. , 1973 .

[43]  R. Petersen,et al.  Mild cognitive impairment , 2006, The Lancet.

[44]  A. Bossen,et al.  Emerging roles for telemedicine and smart technologies in dementia care , 2015, Smart homecare technology and telehealth.

[45]  Alzheimer’s Association 2017 Alzheimer's disease facts and figures , 2017, Alzheimer's & Dementia.

[46]  D. Jeste,et al.  Cognitive training in Alzheimer's disease: a meta‐analysis of the literature , 2006, Acta psychiatrica Scandinavica.