Advertisement
Research Article| Volume 100, 105774, December 2022

Common fall-risk indicators are not associated with fall prevalence in a high-functioning military population with lower limb trauma

      Highlights

      • Service members with lower limb trauma are high functioning but still fall.
      • Typical fall-risk indicators are not associated with falls in this population.
      • Research needs to identify relevant fall-risk indicators for injured Service members.

      Abstract

      Background

      Persons with lower limb trauma are at high risk for falls. Although there is a wide range of measures used to assess stability and fall-risk that include performance measures, temporal-spatial gait parameters, and nonlinear dynamic stability calculations, these measures are typically derived from fall-prone populations, such as older adults. Thus, it is unclear if these commonly used fall-risk indicators are effective at evaluating fall-risk in a younger, higher-functioning population of Service members with lower limb trauma.

      Methods

      Twenty-one Service members with lower limb trauma completed a battery of fall-risk assessments that included performance measures (e.g., four-square-step-test), and gait parameters (e.g., step width, step length, step time) and dynamic stability measures (e.g., local divergence exponents) during 10 min of treadmill walking. Participants also reported the number of stumbles and falls over the previous 4 weeks. Negative Binomial and Quasibinomial Regressions were used to evaluate the strength of associations between fall-risk indicators and self-reported falls.

      Finding

      Participants reported on average stumbling 6(4) times and falling 2(3) times in the previous 4 weeks. At least one fall was reported by 62% of the participants. None of the fall-risk indicators were significantly associated with fall prevalence in this population of Service members with lower limb trauma (p > 0.1).

      Interpretation

      Despite the high number of reported falls in this young active population, none of the fall-risk indicators investigated effectively captured and quantified the fall-risk. Further research is needed to identify appropriate fall-risk assessments for young, high-functioning individuals with lower limb trauma.

      Keywords

      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Clinical Biomechanics
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • Alexander R.
        Optimization locomotion and gaits in the vertebrates.
        Physiol. Rev. 1989; 69: 1199-1227
        • Bedigrew K.M.
        • Patzkowski J.C.
        • Wilken J.M.
        • Owens J.G.
        • Blanck R.V.
        • Stinner D.J.
        • et al.
        Can an integrated orthotic and rehabilitation program decrease pain and improve function after lower extremity trauma?.
        Clin. Orthop. Relat. Res. 2014; 472: 3017-3025
        • Behar T.A.
        • Burnham S.J.
        • Johnson Jr., G.
        Major stump trauma following below-knee amputation. Outcome and recommendations for therapy.
        J. Cardiovasc. Surg. 1991; 32: 753-756
        • Beurskens R.
        • Wilken J.M.
        • Dingwell J.B.
        Dynamic stability of individuals with transtibial amputation walking in destabilizing environments.
        J. Biomech. 2014; 47: 1675-1681
        • Cole M.H.
        • van den Hoorn W.
        • Kavanagh J.K.
        • Morrison S.
        • Hodges P.W.
        • Smeathers J.E.
        • et al.
        Concurrent validity of accelerations measured using a tri-axial inertial measurement unit while walking on firm, compliant and uneven surfaces.
        PLoS One. 2014; 9e98395
        • Dite W.
        • Temple V.A.
        A clinical test of stepping and change of direction to identify multiple falling older adults.
        Arch. Phys. Med. Rehabil. 2002; 83: 1566-1571
        • Dite W.
        • Connor H.J.
        • Curtis H.C.
        Clinical identification of multiple fall risk early after unilateral transtibial amputation.
        Arch. Phys. Med. Rehabil. 2007; 88: 109-114
        • Dougherty A.L.
        • Mohrle C.R.
        • Galarneau M.R.
        • Woodruff S.I.
        • Dye J.L.
        • Quinn K.H.
        Battlefield extremity injuries in operation Iraqi freedom.
        Injury. 2009; 40: 772-777
        • Felcher S.M.
        • Stinner D.J.
        • Krueger C.A.
        • Wilken J.M.
        • Gajewski D.A.
        • Hsu J.R.
        • et al.
        Falls in a young active amputee population: a frequent cause of Rehospitalization?.
        Mil. Med. 2015; 180: 1083-1086
        • Gates D.H.
        • Dingwell J.B.
        • Scott S.J.
        • Sinitsky E.H.
        • Wilken J.M.
        Gait characteristics of individuals with transtibial amputations walking on a destabilizing rock surface.
        Gait Posture. 2012; 36: 33-39
        • Hafner B.J.
        • Willingham L.L.
        • Buell N.C.
        • Allyn K.J.
        • Smith D.G.
        Evaluation of function, performance, and preference as transfemoral amputees transition from mechanical to microprocessor control of the prosthetic knee.
        Arch. Phys. Med. Rehabil. 2007; 88: 207-217
        • Hausdorff J.M.
        • Rios D.A.
        • Edelberg H.K.
        Gait variability and fall risk in community-living older adults: a 1-year prospective study.
        Arch. Phys. Med. Rehabil. 2001; 82: 1050-1056
        • Hunter S.W.
        • Batchelor F.
        • Hill K.D.
        • Hill A.M.
        • Mackintosh S.
        • Payne M.
        Risk factors for falls in people with a lower limb amputation: a systematic review.
        PM R. 2017; 9 (e1): 170-180
        • Kaufman K.R.
        • Wyatt M.P.
        • Sessoms P.H.
        • Grabiner M.D.
        Task-specific fall prevention training is effective for warfighters with Transtibial amputations.
        Clin. Orthop. Relat. Res. 2014; 472: 3076-3084
        • Lin S.J.
        • Winston K.D.
        • Mitchell J.
        • Girlinghouse J.
        • Crochet K.
        Physical activity, functional capacity, and step variability during walking in people with lower-limb amputation.
        Gait Posture. 2014; 40: 140-144
        • Major M.J.
        • Fatone S.
        • Roth E.J.
        Validity and reliability of the berg balance scale for community-dwelling persons with lower-limb amputation.
        Arch. Phys. Med. Rehabil. 2013; 94: 2194-2202
        • Maki B.E.
        Gait changes in older adults: predictors of falls or indicators of fear.
        J. Am. Geriatr. Soc. 1997; 45: 313-320
        • McAndrew P.M.
        • Wilken J.M.
        • Dingwell J.B.
        Dynamic stability of human walking in visually and mechanically destabilizing environments.
        J. Biomech. 2011; 44: 644-649
        • Miller W.C.
        • Deathe A.B.
        The influence of balance confidence on social activity after discharge from prosthetic rehabilitation for first lower limb amputation.
        Prosthetics Orthot. Int. 2011; 35: 379-385
        • Miller W.C.
        • Speechley M.
        • Deathe B.
        The prevalence and risk factors of falling and fear of falling among lower extremity amputees.
        Arch. Phys. Med. Rehabil. 2001; 82: 1031-1037
        • Patzkowski J.C.
        • Blanck R.V.
        • Owens J.G.
        • Wilken J.M.
        • Kirk K.L.
        • Wenke J.C.
        • et al.
        Comparative effect of orthosis design on functional performance.
        J. Bone Joint Surg. Am. 2012; 94: 507-515
        • Pijnappels M.
        • Bobbert M.F.
        • Dieen JHv.
        Push-off reactions in recovery after tripping discriminate young subjects, older non-fallers and older fallers.
        Gait Posture. 2005; 21: 388-394
        • Sawers A.
        • Hafner B.J.
        A study to assess whether fixed-width beam walking provides sufficient challenge to assess balance ability across lower limb prosthesis users.
        Clin. Rehabil. 2018; 32: 483-492
        • Sawers A.
        • Hafner B.J.
        Using clinical balance tests to assess fall risk among established unilateral lower limb prosthesis users: cutoff scores and associated validity indices.
        PM R. 2020; 12: 16-25
        • Sawers A.
        • Ting L.H.
        Beam walking can detect differences in walking balance proficiency across a range of sensorimotor abilities.
        Gait Posture. 2015; 41: 619-623
        • Schillings A.M.
        • Mulder T.
        • Duysens J.
        Stumbling over obstacles in older adults compared to young adults.
        J. Neurophysiol. 2005; 94: 1158-1168
        • Schoppen T.
        • Boonstra A.
        • Groothoff J.W.
        • de Vries J.
        • Goeken L.N.
        • Eisma W.H.
        Physical, mental, and social predictors of functional outcome in unilateral lower-limb amputees.
        Arch. Phys. Med. Rehabil. 2003; 84: 803-811
        • Toebes M.J.
        • Hoozemans M.J.
        • Furrer R.
        • Dekker J.
        • van Dieen J.H.
        Local dynamic stability and variability of gait are associated with fall history in elderly subjects.
        Gait Posture. 2012; 36: 527-531
        • Tsai Y.-J.
        • Lin S.-I.
        Older adults adopted more cautious gait patterns when walking in socks than barefoot.
        Gait Posture. 2013; 37: 88-92
        • van Schooten K.S.
        • Rispens S.M.
        • Pijnappels M.
        • Daffertshofer A.
        • van Dieën J.H.
        Assessing gait stability: the influence of state space reconstruction on inter- and intra-day reliability of local dynamic stability during over-ground walking.
        J. Biomech. 2013; 46: 137-141
        • van Schooten K.S.
        • Pijnappels M.
        • Rispens S.M.
        • Elders P.J.
        • Lips P.
        • Daffertshofer A.
        • et al.
        Daily-life gait quality as predictor of falls in older people: a 1-year prospective cohort study.
        PLoS One. 2016; 11e0158623
        • Varma P.
        • Stineman M.G.
        • Dillingham T.R.
        Epidemiology of limb loss.
        Phys. Med. Rehabil. Clin. N. Am. 2014; 25: 1-8
        • Webster J.B.
        Lower limb amputation care across the active duty military and veteran populations.
        Phys. Med. Rehabil. Clin. N. Am. 2019; 30: 89-109
        • Wilken J.M.
        • Darter B.J.
        • Goffar S.L.
        • Ellwein J.C.
        • Snell R.M.
        • Tomalis E.A.
        • et al.
        Physical performance assessment in military service members.
        J. Am. Acad. Orthop. Surg. 2012; 20: S42-S47
        • Wilken J.M.
        • Roy C.W.
        • Shaffer S.W.
        • Patzkowski J.C.
        • Blanck R.V.
        • Owens J.G.
        • et al.
        Physical performance limitations after severe lower extremity trauma in military service members.
        J. Orthop. Trauma. 2018; 32: 183-189
        • Wong C.K.
        • Chen C.C.
        • Blackwell W.M.
        • Rahal R.T.
        • Benoy S.A.
        Balance ability measured with the berg balance scale: a determinant of fall history in community-dwelling adults with leg amputation.
        J. Rehabil. Med. 2015; 47: 80-86
        • Wundersitz D.W.
        • Gastin P.B.
        • Richter C.
        • Robertson S.J.
        • Netto K.J.
        Validity of a trunk-mounted accelerometer to assess peak accelerations during walking, jogging and running.
        Eur. J. Sport Sci. 2015; 15: 382-390
        • Zeni Jr., J.A.
        • Richards J.G.
        • Higginson J.S.
        Two simple methods for determining gait events during treadmill and overground walking using kinematic data.
        Gait Posture. 2008; 27: 710-714
        • Ziegler-Graham K.
        • MacKenzie E.J.
        • Ephraim P.L.
        • Travison T.G.
        • Brookmeyer R.
        Estimating the prevalence of limb loss in the United States: 2005 to 2050.
        Arch. Phys. Med. Rehabil. 2008; 89: 422-429
        • Zijlstra W.
        • Hof A.L.
        Assessment of spatio-temporal gait parameters from trunk accelerations during human walking.
        Gait Posture. 2003; 18: 1-10