Accuracy of Fall Prediction in Parkinson Disease: Six-Month and 12-Month Prospective Analyses

Introduction. We analyzed the ability of four balance assessments to predict falls in people with Parkinson Disease (PD) prospectively over six and 12 months. Materials and Methods. The BESTest, Mini-BESTest, Functional Gait Assessment (FGA), and Berg Balance Scale (BBS) were administered to 80 participants with idiopathic PD at baseline. Falls were then tracked for 12 months. Ability of each test to predict falls at six and 12 months was assessed using ROC curves and likelihood ratios (LR). Results. Twenty-seven percent of the sample had fallen at six months, and 32% of the sample had fallen at 12 months. At six months, areas under the ROC curve (AUC) for the tests ranged from 0.8 (FGA) to 0.89 (BESTest) with LR+ of 3.4 (FGA) to 5.8 (BESTest). At 12 months, AUCs ranged from 0.68 (BESTest, BBS) to 0.77 (Mini-BESTest) with LR+ of 1.8 (BESTest) to 2.4 (BBS, FGA). Discussion. The various balance tests were effective in predicting falls at six months. All tests were relatively ineffective at 12 months. Conclusion. This pilot study suggests that people with PD should be assessed biannually for fall risk.

[1]  E. Finkelstein,et al.  The costs of fatal and non-fatal falls among older adults , 2006, Injury Prevention.

[2]  P. Moberg,et al.  Falling in Parkinson Disease: Identifying and Prioritizing Risk Factors in Recurrent Fallers , 2007, American journal of physical medicine & rehabilitation.

[3]  R. Walker,et al.  Incidence and prediction of falls in Parkinson's disease: a prospective multidisciplinary study , 2002, Journal of neurology, neurosurgery, and psychiatry.

[4]  D. Maraganore,et al.  Fracture risk after the diagnosis of Parkinson's disease: Influence of concomitant dementia , 2006, Movement disorders : official journal of the Movement Disorder Society.

[5]  Ann Ashburn,et al.  A meta‐analysis of six prospective studies of falling in Parkinson's disease , 2007, Movement disorders : official journal of the Movement Disorder Society.

[6]  B. E. Maki,et al.  Measuring balance in the elderly: validation of an instrument. , 1992, Canadian journal of public health = Revue canadienne de sante publique.

[7]  K. Berg Measuring balance in the elderly: preliminary development of an instrument , 1989 .

[8]  T. Ellis,et al.  Charting the progression of disability in parkinson disease: study protocol for a prospective longitudinal cohort study , 2010, BMC neurology.

[9]  M H Cole,et al.  Predictors of future falls in Parkinson disease , 2010, Neurology.

[10]  W. E. Bacon,et al.  Secular Trends in Hip Fracture Occurrence and Survival , 1996, Journal of aging and health.

[11]  W. Weiner,et al.  Quality improvement in neurology: AAN Parkinson disease quality measures , 2010, Neurology.

[12]  S. Cummings,et al.  Forgetting Falls , 1988, Journal of the American Geriatrics Society.

[13]  G. Kwakkel,et al.  Measuring gait and gait-related activities in Parkinson's patients own home environment: a reliability, responsiveness and feasibility study. , 2005, Parkinsonism & related disorders.

[14]  Gammon M Earhart,et al.  Utility of the Mini-BESTest, BESTest, and BESTest Sections for Balance Assessments in Individuals With Parkinson Disease , 2011, Journal of neurologic physical therapy : JNPT.

[15]  F. Horak,et al.  Direction-specific postural instability in subjects with Parkinson's disease , 2005, Experimental Neurology.

[16]  K. Foreman,et al.  Diagnosis of Fall Risk in Parkinson Disease: An Analysis of Individual and Collective Clinical Balance Test Interpretation , 2008, Physical Therapy.

[17]  Monika Rudzińska,et al.  Causes and risk factors of falls in patients with Parkinson's disease. , 2008, Neurologia i neurochirurgia polska.

[18]  Bastiaan R Bloem,et al.  Falls in Parkinson's disease , 2004, Current opinion in neurology.

[19]  G. Stelmach,et al.  Changes in postural control with aging and Parkinson's disease. , 2003, IEEE engineering in medicine and biology magazine : the quarterly magazine of the Engineering in Medicine & Biology Society.

[20]  J. Jankovic,et al.  Movement Disorder Society‐sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS‐UPDRS): Scale presentation and clinimetric testing results , 2008, Movement disorders : official journal of the Movement Disorder Society.

[21]  L. Dibble,et al.  Predicting Falls In Individuals with Parkinson Disease: A Reconsideration of Clinical Balance Measures , 2006, Journal of neurologic physical therapy : JNPT.

[22]  David A Ganz,et al.  Quality Indicators for Falls and Mobility Problems in Vulnerable Elders , 2007, Journal of the American Geriatrics Society.

[23]  Stephen R Lord,et al.  Clinical and physiological assessments for elucidating falls risk in Parkinson's disease , 2009, Movement disorders : official journal of the Movement Disorder Society.

[24]  M. Tinetti Performance‐Oriented Assessment of Mobility Problems in Elderly Patients , 1986, Journal of the American Geriatrics Society.

[25]  A. Akobeng,et al.  Understanding diagnostic tests 3: receiver operating characteristic curves , 2007, Acta paediatrica.

[26]  J. Jankovic,et al.  Movement Disorder Society‐sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS‐UPDRS): Process, format, and clinimetric testing plan , 2007, Movement disorders : official journal of the Movement Disorder Society.

[27]  D. Altman,et al.  Diagnostic tests 4: likelihood ratios , 2004, BMJ : British Medical Journal.

[28]  Diane Podsiadlo,et al.  The Timed “Up & Go”: A Test of Basic Functional Mobility for Frail Elderly Persons , 1991, Journal of the American Geriatrics Society.

[29]  F. Horak,et al.  The Balance Evaluation Systems Test (BESTest) to Differentiate Balance Deficits , 2009, Physical Therapy.

[30]  J. Frank,et al.  Fear of falling and postural control in Parkinson's disease , 2003, Movement disorders : official journal of the Movement Disorder Society.

[31]  A. Zwinderman,et al.  Prospective assessment of falls in Parkinson's disease , 2001, Journal of Neurology.

[32]  Gammon M. Earhart,et al.  Functional Gait Assessment and Balance Evaluation System Test: Reliability, Validity, Sensitivity, and Specificity for Identifying Individuals With Parkinson Disease Who Fall , 2011, Physical Therapy.

[33]  D. Wrisley,et al.  Reliability, internal consistency, and validity of data obtained with the functional gait assessment. , 2004, Physical therapy.

[34]  Antonio Nardone,et al.  Using psychometric techniques to improve the Balance Evaluation Systems Test: the mini-BESTest. , 2010, Journal of rehabilitation medicine.

[35]  K. Foreman,et al.  Testing balance and fall risk in persons with Parkinson disease, an argument for ecologically valid testing. , 2011, Parkinsonism & related disorders.

[36]  L. Rubenstein,et al.  Falls and their prevention in elderly people: what does the evidence show? , 2006, The Medical clinics of North America.

[37]  C. Becker,et al.  Development of a Common Outcome Data Set for Fall Injury Prevention Trials: The Prevention of Falls Network Europe Consensus , 2005, Journal of the American Geriatrics Society.

[38]  M. Greiner,et al.  Principles and practical application of the receiver-operating characteristic analysis for diagnostic tests. , 2000, Preventive veterinary medicine.

[39]  M. Landers,et al.  Postural Instability in Idiopathic Parkinson’s Disease: Discriminating Fallers from Nonfallers Based on Standardized Clinical Measures , 2008, Journal of neurologic physical therapy : JNPT.