Skip to main content

Advertisement

Log in

Learning from laboratory-induced falling: long-term motor retention among older adults

  • Published:
AGE Aims and scope Submit manuscript

Abstract

Falls in older adults are a major health and societal problem. It is thus imperative to develop highly effective training paradigms to reduce the likelihood of falls. Perturbation training is one such emerging paradigm known to induce shorter term fall reduction in healthy young as well as older adults. Its longer term benefits are not fully understood, however. The purpose of this study was to determine whether and to what degree older adults could retain their fall-resisting skills acquired from a single perturbation training session. Seventy-three community-dwelling older adults (≥65 years) received identical single-session perturbation training consisting of 24 slips. This was delivered through unannounced unlocking (and mixed with relocking) of low-friction movable sections of the walkway. A single retest was subsequently scheduled based on a three-stage sequential, pre-post-retest design. Outcome measurements, taken upon the first (novel) and the 24th (final) slips of the initial session and the retest slip, included fall-or-no-fall and stability (quantified by the shortest distance from relative motion state of the center-of-mass and the base-of-support to the limits of stability) at instants prior to (proactive) and after (reactive) the onset of the slip. The training boosted subjects’ resilience against laboratory-induced falls demonstrated by a significant reduction from 42.5 % falls on the first slip to 0 % on the 24th slip. Rate of falls which occurred during the laboratory retest remained low in 6-month (0 %), 9-month (8.7 %), and 12-month retest (11.5 %), with no significant difference between the three time intervals. Such reduction of laboratory-induced falls and its retention were attributable to the significant training-induced improvement in the proactive and reactive control of stability. This unique pre-post-retest design enabled us to provide scientific basis for the feasibility of a single session of perturbation training to “inoculate” older adults and to reduce their annual risk of falls in everyday living.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Adkin AL, Frank JS, Carpenter MG, Peysar GW (2000) Postural control is scaled to level of postural threat. Gait Posture 12:87–93

    Article  CAS  PubMed  Google Scholar 

  • Bhatt T, Pai Y-C (2009a) Generalization of gait adaptation for fall prevention: from moveable platform to slippery floor. J Neurophysiol 101(2):948–957

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Bhatt T, Pai Y-C (2009b) Prevention of slip-related backward balance loss: the effect of session intensity and frequency on long-term retention. Arch Phys Med Rehabil 90(1):34–42

    Article  PubMed Central  PubMed  Google Scholar 

  • Bhatt T, Wang E, Pai Y-C (2006a) Retention of adaptive control over varying intervals: prevention of slip- induced backward balance loss during gait. J Neurophysiol 95(5):2913–2922

    Article  CAS  PubMed  Google Scholar 

  • Bhatt T, Wening JD, Pai Y-C (2006b) Adaptive control of gait stability in reducing slip-related backward loss of balance. Exp Brain Res 170(1):61–73

    Article  CAS  PubMed  Google Scholar 

  • Blakemore SJ, Goodbody SJ, Wolpert DM (1998) Predicting the consequences of our own actions: the role of sensorimotor context estimation. J Neurosci 18(18):7511–7518

    CAS  PubMed  Google Scholar 

  • de Leva P (1996) Adjustments to Zatsiorsky-Seluyanov's segment inertia parameters. J Biomech 29:1223–1230

    Article  PubMed  Google Scholar 

  • Englander F, Hodson TJ, Terregrossa RA (1996) Economic dimensions of slip and fall injuries. J Forensic Sci 41(5):733–746

    CAS  PubMed  Google Scholar 

  • Fitzharris MP, Day L, Lord SR, Gordon I, Fildes B (2010) The Whitehorse NoFalls trial: effects on fall rates and injurious fall rates. Age Ageing 39(6):728–733

    Article  PubMed  Google Scholar 

  • Folstein MF, Folstein SE, McHugh PR (1975) A practical method for grading the cognitive state of patients for the clinician. J Psychiatry Res 12:189–198

    Article  CAS  Google Scholar 

  • Hof AL, Gazendam MG, Sinke WE (2005) The condition for dynamic stability. J Biomech 38(1):1–8

    Article  CAS  PubMed  Google Scholar 

  • Joh AS, Adolph KE (2006) Learning from falling. Child Dev 77:89–102

    Article  PubMed  Google Scholar 

  • Kandel ER, Schzwartz JH, Jessell TM (2000) Principles of neural science, 4th edn. Health Professions Division, McGraw Hill

    Google Scholar 

  • Karniel A, Mussa-Ivaldi FA (2002) Does the motor control system use multiple models and context switching to cope with a variable environment? Exp Brain Res 143(4):520–524

    Article  CAS  PubMed  Google Scholar 

  • Luukinen H, Herala M, Koski K, Honkanen R, Laippala P, Kivela SL (2000) Fracture risk associated with a fall according to type of fall among the elderly. Osteoporos Int 11(7):631–634

    Article  CAS  PubMed  Google Scholar 

  • Pai Y-C, Bhatt T (2007) Repeated slip training: an emerging paradigm for prevention of slip-related falls in older adults. Phys Ther 87(11):1478–1491

    Article  PubMed Central  PubMed  Google Scholar 

  • Pai Y-C, Patton JL (1997) Center of mass velocity-position predictions for balance control. J Biomech 30(4):347–354

    Article  CAS  PubMed  Google Scholar 

  • Pai Y-C, Wening JD, Runtz EF, Iqbal K, Pavol MJ (2003) Role of feedforward control of movement stability in reducing slip-related balance loss and falls among older adults. J Neurophysiol 90:755–762

    Article  PubMed  Google Scholar 

  • Pai Y-C, Bhatt T, Wang E, Espy D, Pavol MJ (2010) Inoculation against falls: rapid adaptation by young and older adults to slips during daily activities. Arch Phys Med Rehabil 91(3):452–459

    Article  PubMed Central  PubMed  Google Scholar 

  • Parijat P, Lockhart TE (2012) Effects of moveable platform training in preventing slip-induced falls in older adults. Ann Biomed Eng 40(5):1111–1121

    Article  PubMed Central  PubMed  Google Scholar 

  • Patton JL, Pai Y-C, Lee WA (1999) Evaluation of a model that determines the stability limits of dynamic balance. Gait Posture 9(1):38–49

    Article  CAS  PubMed  Google Scholar 

  • Podsiadlo D, Richardson S (1991) The timed "up & go": a test of basic functional mobility for frail elderly persons. J Am Geriatr Soc 39:142–148

    CAS  PubMed  Google Scholar 

  • Rubenstein LZ (2006) Falls in older people: epidemiology, risk factors and strategies for prevention. Age Ageing 35(Suppl 2):ii37–ii41

    PubMed  Google Scholar 

  • Rubenstein LZ, Josephson KR (2006) Falls and their prevention in elderly people: what does the evidence show? Med Clin N Am 90(5):807–824

    Article  PubMed  Google Scholar 

  • Sacchetti B, Scelfo B, Tempia F, Strata P (2004) Long-term synaptic changes induced in the cerebellar cortex by fear conditioning. Neuron 42:973–982

    Article  CAS  PubMed  Google Scholar 

  • Scheidt RA, Dingwell JB, Mussa-Ivaldi FA (2001) Learning to move amid uncertainty. J Neurophysiol 86(2):971–985

    CAS  PubMed  Google Scholar 

  • Schmidt RA, Lee TD (1999) Conditions of practice. In: Schmidt RA, Lee TD (eds) Motor control and learning: a behavioral emphasis. Human Kinetics Publishers, Inc., Champaign, pp 285–318

    Google Scholar 

  • Shadmehr R, Mussa-Ivaldi FA (1994) Adaptive representation of dynamics during learning of a motor task. J Neurosci 14:3208–3224

    CAS  PubMed  Google Scholar 

  • Shimada H, Obuchi S, Furuna T, Suzuki T (2004) New intervention program for preventing falls among frail elderly people: the effects of perturbed walking exercise using a bilateral separated treadmill. Am J Phys Med Rehabil 83:493–499

    Article  PubMed  Google Scholar 

  • Shumway-Cook A, Silver IF, LeMier M, York SC, Cummings P, Koepsell TD (2007) Effectiveness of a community-based multifactorial intervention on falls and fall risk factors in community-living older adults: a randomized, controlled trial. J Gerontol A: Biol Med Sci 62(12):1420–1427

    Article  Google Scholar 

  • Thompson PW, Taylor J, Oliver R, Fisher A (1998) Quantitative ultrasound (QUS) of the heel predicts wrist ad osteoporosis-related fractures in women aged 45-75 years. J Clin Densitom 1:219–225

    Article  CAS  PubMed  Google Scholar 

  • Tinetti ME, Speechley M, Ginter SF (1988) Risk factors for falls among elderly persons living in the community. N Engl J Med 319:1701–1707

    Article  CAS  PubMed  Google Scholar 

  • Tinetti ME, Baker DI, McAvay G, Claus EB, Garrett P, Gottschalk M, Koch ML, Trainor K, Horwitz RI (1994) A multifactorial intervention to reduce the risk of falling among elderly people living in the community. N Engl J Med 331(13):821–827

    Article  CAS  PubMed  Google Scholar 

  • Tjernstrom F, Fransson P-A, Hafstrom A, Magnusson M (2002) Adaptation of postural control to perturbations—a process that initiates long-term motor memory. Gait Posture 15(1):75–82

    Article  CAS  PubMed  Google Scholar 

  • Tseng YW, Diedrichsen J, Krakauer JW, Shadmehr R, Bastian AJ (2007) Sensory prediction errors drive cerebellum-dependent adaptation of reaching. J Neurophysiol 98(1):54–62

    Article  PubMed  Google Scholar 

  • Wolf SL, Sattin RW, Kutner M, O'Grady M, Greenspan AI, Gregor RJ (2003) Intense Tai Chi exercise training and fall occurrences in older, transitionally frail adults: a randomized, controlled trial. J Am Geriatr Soc 51:1693–1701

    Article  PubMed  Google Scholar 

  • Wrisley DM, Stephens MJ, Mosley S, Wojnowski A, Duffy J, Burkard R (2007) Learning effects of repetitive administrations of the sensory organization test in healthy young adults. Arch Phys Med Rehabil 88(8):1049–1054

    Article  PubMed  Google Scholar 

  • Yang F, Pai Y-C (2010) Role of individual lower limb joints in reactive stability control following a novel slip in gait. J Biomech 43:397–404

    Article  PubMed Central  PubMed  Google Scholar 

  • Yang F, Pai Y-C (2011) Automatic recognition of falls in gait-slip training: harness load cell based criteria. J Biomech 44:2243–2249

    Article  PubMed Central  PubMed  Google Scholar 

  • Yang F, Anderson FC, Pai Y-C (2008a) Predicted threshold against backward balance loss following a slip in gait. J Biomech 41:1823–1831

    Article  PubMed Central  PubMed  Google Scholar 

  • Yang F, Passariello F, Pai Y-C (2008b) Determination of instantaneous stability against backward balance loss: two computational approaches. J Biomech 41(8):1818–1822

    Article  PubMed Central  PubMed  Google Scholar 

  • Yang F, Bhatt T, Pai Y-C (2009) Role of stability and limb support in recovery against a fall following a novel slip induced in different daily activities. J Biomech 42:1903–1908

    Article  PubMed Central  PubMed  Google Scholar 

  • Yang F, Bhatt T, Pai Y-C (2013) Generalization of treadmill-slip training to prevent a fall following a sudden (novel) slip in over-ground walking. J Biomech 46(1):63–69

    Article  PubMed Central  PubMed  Google Scholar 

Download references

Acknowledgments

This work was supported by grants from the U.S. National Institute of Health (NIH 2RO1-AG16727 and RO1-AG029616). The authors would like to thank Dr. Karen Adolph for her thoughtful comments and Dr. Debbie Espy for assisting in data collection and processing.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yi-Chung Pai.

About this article

Cite this article

Pai, YC., Yang, F., Bhatt, T. et al. Learning from laboratory-induced falling: long-term motor retention among older adults. AGE 36, 1367–1376 (2014). https://doi.org/10.1007/s11357-014-9640-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11357-014-9640-5

Keywords

Navigation