Abstract
Gait smoothness, perceived when a person walks continuously and uninterruptedly, is associated with an undisrupted gait pattern, good sensorimotor control, and a lower risk of falling. The spectral arc length (SPARC) is a quantitative metric proposed for the evaluation of movement smoothness from the signal obtained by wearable sensors. In this small exploratory case–control study, older persons with and without a history of injurious falls underwent a turn-test while wearing an accelerometer: gait smoothness was estimated by calculating SPARC during the straight and turning phases. Cases seemed to exhibit lower SPARC values during the turning phase, in comparison with control.
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Data are available upon request to the corresponding authors. Each request will be evaluated by all co-authors and the local ethical committee.
References
Montero-Odasso MM (2016) Falls as a geriatric syndrome: mechanisms and risk identification. In: Duque G, Kiel DP, eds. Osteoporosis in Older Persons. Springer International Publishing; https://doi.org/10.1007/978-3-319-25976-5_10
Thomas E, Battaglia G, Patti A et al (2019) Physical activity programs for balance and fall prevention in elderly: a systematic review. Medicine (Baltimore). https://doi.org/10.1097/MD.0000000000016218
Creaby MW, Cole MH (2018) Gait characteristics and falls in Parkinson’s disease: a systematic review and meta-analysis. Parkinsonism Relat Disord 57:1–8. https://doi.org/10.1016/j.parkreldis.2018.07.008
Figueiredo AI, Balbinot G, Brauner FO et al (2020) SPARC metrics provide mobility smoothness assessment in oldest-old with and without a history of falls: a case control study. Front Physiol 11:540. https://doi.org/10.3389/fphys.2020.00540
Brach JS, McGurl D, Wert D et al (2011) Validation of a measure of smoothness of walking. J Gerontol A Biol Sci Med Sci 66:136–141. https://doi.org/10.1093/gerona/glq170
Rispens SM, van Schooten KS, Pijnappels M et al (2015) Identification of fall risk predictors in daily life measurements: gait characteristics’ reliability and association with self-reported fall history. Neurorehabil Neural Repair 29:54–61. https://doi.org/10.1177/1545968314532031
van Schooten KS, Pijnappels M, Rispens SM, et al. (2016) Daily-life gait quality as predictor of falls in older people: a 1-year prospective cohort study. Glasauer S, ed. PLOS ONE. https://doi.org/10.1371/journal.pone.0158623
Melendez-Calderon A, Shirota C, Balasubramanian S (2021) Estimating movement smoothness from inertial measurement units. Front Bioeng Biotechnol. https://doi.org/10.3389/fbioe.2020.558771
Balasubramanian S, Melendez-Calderon A, Burdet E (2012) A robust and sensitive metric for quantifying movement smoothness. IEEE Trans Biomed Eng 59:2126–2136. https://doi.org/10.1109/TBME.2011.2179545
Beauchet O, Allali G, Sekhon H et al (2017) Guidelines for assessment of gait and reference values for spatiotemporal gait parameters in older adults: the biomathics and canadian gait consortiums initiative. Front Hum Neurosci 11:353. https://doi.org/10.3389/fnhum.2017.00353
Beck Y, Herman T, Brozgol M et al (2018) SPARC: a new approach to quantifying gait smoothness in patients with Parkinson’s disease. J Neuroengineering Rehabil 15:49. https://doi.org/10.1186/s12984-018-0398-3
Balasubramanian S. SPARC. Published online October 22, 2021. Accessed December 3, 2021. https://github.com/siva82kb/SPARC/blob/3650934f5bc9ad21c7d59dcdb6ccd249c462b3e4/scripts/smoothness.py
Pinto C, Schuch CP, Balbinot G et al (2019) Movement smoothness during a functional mobility task in subjects with Parkinson’s disease and freezing of gait - an analysis using inertial measurement units. J Neuroengineering Rehabil 16:110. https://doi.org/10.1186/s12984-019-0579-8
Chen TY, Peronto CL, Edwards JD (2012) Cognitive function as a prospective predictor of falls. J Gerontol B Psychol Sci Soc Sci 67:720–728. https://doi.org/10.1093/geronb/gbs052
Hase K, Stein RB (1999) Turning strategies during human walking. J Neurophysiol 81:2914–2922. https://doi.org/10.1152/jn.1999.81.6.2914
Taylor MJD, Dabnichki P, Strike SC (2005) A three-dimensional biomechanical comparison between turning strategies during the stance phase of walking. Hum Mov Sci 24:558–573. https://doi.org/10.1016/j.humov.2005.07.005
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Conception and design of the work: AZ, NFL, AM. Data collection: DL, CF, AZ. Data analysis: AZ, NFL. Interpretation of the results: AZ, AM, NFL. Drafting the article: AZ. Critical revision of the manuscript: all co-authors. Final approval of the manuscript: all co-authors. All the authors fulfill the ICMJE criteria for authorship.
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All authors declare that no organizations have attempted to influence the study or the writing of the manuscript. They have had no financial relationships in the previous three years with any organizations that might have an interest in influencing the submitted work and no other relationships or activities that could appear to have influenced the submitted work. BTS-bioengineering had no role in the design of the study, the collection or the analysis of data, the interpretation of the results, nor the drafting of the article.
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The study was approved by the Ethics Committee of ASST Spedali Civili di Brescia (Brescia, Italy). An informed consent form was signed by all study participants. This study was carried out in keeping with the principles of the Declaration of Helsinki.
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Zucchelli, A., Lucente, D., Filippini, C. et al. Instrumental evaluation of gait smoothness and history of falling in older persons: results from an exploratory case–control study. Aging Clin Exp Res 35, 1357–1361 (2023). https://doi.org/10.1007/s40520-023-02403-0
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DOI: https://doi.org/10.1007/s40520-023-02403-0