The Discriminant Value of Phase-Dependent Local Dynamic Stability of Daily Life Walking in Older Adult Community-Dwelling Fallers and Nonfallers

BioMed Research International

Volumn 2015, Issue , 2015, Pages

  Ihlen, Espen A F ^a   Weiss, Aner ^b   Helbostad, Jorunn L ^a,c   Hausdorff, Jeffrey M ^b,d  

^a NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

^b TEL AVIV SOURASKY MEDICAL CENTER   (Israel)

^c TRONDHEIM UNIVERSITY HOSPITAL   (Norway)

^d TEL AVIV UNIVERSITY   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

AGED; ARTICLE; BALANCE DISORDER; BODY EQUILIBRIUM; BODY MASS; DAILY LIFE ACTIVITY; DISCRIMINANT ANALYSIS; FALL RISK; FALL RISK ASSESSMENT; FALLING; FEMALE; GAIT; HUMAN; INFORMATION PROCESSING; MAJOR CLINICAL STUDY; MALE; MICROCOMPUTER; MINI MENTAL STATE EXAMINATION; OUTCOME VARIABLE; PHYSICAL CAPACITY; RECEIVER OPERATING CHARACTERISTIC; TEST RETEST RELIABILITY; WALKING; WALKING SPEED; BIOLOGICAL MODEL; COMPARATIVE STUDY; RISK FACTOR; VERY ELDERLY;

ACCIDENTAL FALLS; ACTIVITIES OF DAILY LIVING; AGED; AGED, 80 AND OVER; FEMALE; HUMANS; MALE; MODELS, BIOLOGICAL; RISK FACTORS; WALKING;

EID: 84944218295     PISSN: 23146133     EISSN: 23146141     Source Type: Journal    
DOI: 10.1155/2015/402596     Document Type: Article

References (34)

1. S.Heinrich, K. Rapp, U. Rissmann, C. Becker, and H.-H. König, "Cost of falls in old age: a systematic review, " Osteoporosis International, vol. 21, no. 6, pp. 891-902, 2010.
2. S. Deandrea, E. Lucenteforte, F. Bravi, R. Foschi, C. La Vecchia, and E. Negri, "Risk factors for falls in community-dwelling older people: a systematic review and meta-analysis, " Epidemiology, vol. 21, no. 5, pp. 658-668, 2010.
3. D. Oliver, M. Britton, P. Seed, F. C. Martin, and A. H. Hopper, "Development and evaluation of evidence based risk assessment tool (STRATIFY) to predict which elderly inpatients will fall: case-control and cohort studies, " British Medical Journal, vol. 315, no. 7115, pp. 1049-1053, 1997.
4. M. Raîche, R. Hébert, F. Prince, and H. Corriveau, "Screening older adults at risk of falling with the Tinetti balance scale, " The Lancet, vol. 356, no. 9234, pp. 1001-1002, 2000.
5. S. Nandy, S. Persons, C. Cryer et al., "Development and preliminary examination of the predictive validity of the Falls Risk Assessment Tool (FRAT) for use in primary care, " Journal of Public Health, vol. 26, no. 2, pp. 138-143, 2004.
6. A. M. Tromp, S. M. F. Pluijm, J. H. Smit, D. J. H. Deeg, L. M. Bouter, and P. Lips, "Fall-risk screening test: a prospective study on predictors for falls in community-dwelling elderly, " Journal of Clinical Epidemiology, vol. 54, no. 8, pp. 837-844, 2001.
7. C. Becker, L. Schwickert, S. Mellone et al., "Proposal for a multiphase fall model based on real-world fall recordings with body-fixed sensors, " Zeitschrift für Gerontologie und Geriatrie, vol. 45, no. 8, pp. 707-715, 2012.
8. S. N. Robinovitch, F. Feldman, Y. Yang et al., "Video capture of the circumstances of falls in elderly people residing in long-term care: an observational study, " The Lancet, vol. 381, no. 9860, pp. 47-54, 2013.
9. F. Horak, L. King, and M. Mancini, "Role of body-worn movement monitor technology for balance and gait rehabilitation, " Physical Therapy, vol. 95, no. 3, pp. 461-470, 2015.
10. T. Iluz, A.Weiss, E. Gazit et al., "Can a body-fixed sensor reduce Heisenberg's uncertainty when it comes to the evaluation of mobility? Effects of aging and fall risk on transitions in daily living, " The Journals of Gerontology Series A: Biological Sciences and Medical Sciences, 2015.
11. D. Hamacher, N. B. Singh, J. H. van Dieën, M. O. Heller, and W. R. Taylor, "Kinematic measures for assessing gait stability in elderly individuals: a systematic review, " Journal of the Royal Society Interface, vol. 8, no. 65, pp. 1682-1698, 2011.
12. S. M. Rispens, K. S. van Schooten, M. Pijnappels, A. Daffertshofer, P. J. Beek, and J. H. VanDieën, "Identification of fall risk predictors in daily life measurements: gait characteristics' reliability and association with self-reported fall history, " Neurorehabilitation and Neural Repair, vol. 29, no. 1, pp. 54-61, 2015.
13. A. Weiss, M. Brozgol, M. Dorfman et al., "Does the evaluation of gait quality during daily life provide insight into fall risk? A novel approach using 3-Day accelerometer recordings, " Neurorehabilitation and Neural Repair, vol. 27, no. 8, pp. 742-752, 2013.
14. S. M. Bruijn, O. G. Meijer, P. J. Beek, and J. H. van Dieën, "Assessing the stability of human locomotion: a review of current measures, " Journal of the Royal Society Interface, vol. 10, no. 83, Article ID 20120999, 2013.
15. J. B. Dingwell and J. P. Cusumano, "Nonlinear time series analysis of normal and pathological human walking, " Chaos, vol. 10, no. 4, pp. 848-863, 2000.
16. E.A.F. Ihlen, T.Goihl, P. B.Wik, O. Sletvold, J.Helbostad, andB. Vereijken, "Phase-dependent changes in local dynamic stability of human gait, " Journal of Biomechanics, vol. 45, no. 13, pp. 2208-2214, 2012.
17. E. A. F. Ihlen, O. Sletvold, T. Goihl, P. B. Wik, B. Vereijken, and J.Helbostad, "Older adults have unstable gait kinematics during weight transfer, " Journal of Biomechanics, vol. 45, no. 9, pp. 1559-1565, 2012.
18. A.Weiss, S. Sharifi, M. Plotnik, J. P. P. van Vugt, N. Giladi, and J. M. Hausdorff, "Toward automated, at-home assessment of mobility among patients with Parkinson disease, using a bodyworn accelerometer, " Neurorehabilitation and Neural Repair, vol. 25, no. 9, pp. 810-818, 2011.
19. Y. Lin, W. Chong-Yang, and W. Zhi-Cheng, "Research on the selection of wavelet bases for wavelet-based signal trend elimination, " in Proceedings of the International Conference on Wavelet Active Media Technology and Information Processing (ICWAMTIP '12), pp. 20-24, Chengdu, China, December 2012.
20. H. Kantz and T. Schreiber, Nonlinear Time Series Analysis, Cambridge University Press, Cambridge, UK, 2nd edition, 2004.
21. R. Moe-Nilssen and J. L. Helbostad, "Estimation of gait cycle characteristics by trunk accelerometry, " Journal of Biomechanics, vol. 37, no. 1, pp. 121-126, 2004.
22. M. T. Rosenstein, J. J. Collins, and C. J. De Luca, "A practical method for calculating largest Lyapunov exponents from small data sets, " Physica D, vol. 65, no. 1-2, pp. 117-134, 1993.
23. A. Wolf, J. B. Swift, H. L. Swinney, and J. A. Vastano, "Determining Lyapunov exponents from a time series, " Physica D: Nonlinear Phenomena, vol. 16, no. 3, pp. 285-317, 1985.
24. H. D. Abarbanel, Analysis of Observed Chaotic Data, Springer, New York, NY, USA, 1996.
25. O. M. Kvalheim and T. V. Karstang, "Interpretation of latentvariable regression models, " Chemometrics and Intelligent Laboratory Systems, vol. 7, no. 1-2, pp. 39-51, 1989.
26. S. Wold, K. Esbensen, and P. Geladi, "Principal component analysis, " Chemometrics and Intelligent Laboratory Systems, vol. 2, no. 1-3, pp. 37-52, 1987.
27. S.Wold, M. Sjöström, and L. Eriksson, "PLS-regression: a basic tool of chemometrics, " Chemometrics and Intelligent Laboratory Systems, vol. 58, no. 2, pp. 109-130, 2001.
28. J.A.Westerhuis, H. C. J. Hoefsloot, S. Smit et al., "Assessment of PLSDA cross validation, " Metabolomics, vol. 4, no. 1, pp. 81-89, 2008.
29. S. M. Rispens, Walking on the wild side: fall risk assessment from daily-life gait [Ph.D. thesis], VU University, Amsterdam, The Netherlands, 2014.
30. P. Palumbo, L. Palmerini, and L. Chiari, "A probabilistic model to investigate the properties of prognostic tools for falls, " Methods of Information in Medicine, vol. 54, no. 2, pp. 189-197, 2015.
31. T. Shany, S. J. Redmond, M. Marschollek, and N. H. Lovell, "Assessing fall risk using wearable sensors: a practical discussion, " Zeitschrift für Gerontologie und Geriatrie, vol. 45, no. 8, pp. 694-706, 2012.
32. M. D. Chang, E. Sejdić, V. Wright, and T. Chau, "Measures of dynamic stability: detecting differences between walking overground and on a compliant surface, " Human Movement Science, vol. 29, no. 6, pp. 977-986, 2010.
33. L.Hak, H.Houdijk, F. Steenbrink et al., "Speeding up or slowing down? Gait adaptations to preserve gait stability in response to balance perturbations, " Gait & Posture, vol. 36, no. 2, pp. 260-264, 2012.
34. A. Godfrey, S. Del Din, G. Barry, J. C. Mathers, and L. Rochester, "Instrumenting gait with an accelerometer: a system and algorithmexamination, "Medical Engineering&Physics, vol. 37, no. 4, pp. 400-407, 2015.