Skip to main content
Top
Published in: BMC Geriatrics 1/2016

Open Access 01-12-2016 | Research article

A combination of clinical balance measures and FRAX® to improve identification of high-risk fallers

Authors: David A. Najafi, Leif E. Dahlberg, Eva Ekvall Hansson

Published in: BMC Geriatrics | Issue 1/2016

Login to get access

Abstract

Background

The FRAX® algorithm quantifies a patient’s 10-year probability of a hip or major osteoporotic fracture without taking an individual’s balance into account. Balance measures assess the functional ability of an individual and the FRAX® algorithm is a model that integrates the individual patients clinical risk factors [not balance] and bone mineral density. Thus, clinical balance measures capture aspects that the FRAX® algorithm does not, and vice versa. It is therefore possible that combining FRAX® and clinical balance measures can improve the identification of patients at high fall risk and thereby high fracture risk.
Our study aim was to explore whether there is an association between clinical balance measures and fracture prediction obtained from FRAX®.

Method

A cross-sectional study design was used where post hoc was performed on a dataset of 82 participants (54 to 89 years of age, mean age 71.4, 77 female), with a fall-related wrist-fracture between 2008 and 2012. Balance was measured by tandem stance, standing one leg, walking in the figure of eight, walking heel to toe on a line, walking as fast as possible for 30 m and five times sit to stand balance measures [tandem stance and standing one leg measured first with open and then with closed eyes] and each one analyzed for bivariate relations with the 10-year probability values for hip and major osteoporotic fractures as calculated by FRAX® using Spearman’s rank correlation test.

Results

Individuals with high FRAX® values had poor outcome in balance measures; however the significance level of the correlation differed between tests. Standing one leg eyes closed had strongest correlation to FRAX® (0.610 p = < 0.01) and Five times sit to stand was the only test that did not correlate with FRAX® (0.013).

Conclusion

This study showed that there is an association between clinical balance measures and FRAX®. Hence, the use of clinical balance measures and FRAX® in combination, might improve the identification of individuals with high risk of falls and thereby following fractures. Results enable healthcare providers to optimize treatment and prevention of fall-related fractures.

Trial registration

The study has been registered in Clinical Trials.gov, registration number NCT00988572.
Literature
1.
go back to reference Heinrich S, Rapp K, Rissmann U, Becker C, Konig HH. Cost of falls in old age: a systematic review. Osteoporos Int. 2010;21(6):891–902.CrossRefPubMed Heinrich S, Rapp K, Rissmann U, Becker C, Konig HH. Cost of falls in old age: a systematic review. Osteoporos Int. 2010;21(6):891–902.CrossRefPubMed
2.
go back to reference Siracuse JJ, Odell DD, Gondek SP, Odom SR, Kasper EM, Hauser CJ, et al. Health care and socioeconomic impact of falls in the elderly. Am J Surg. 2012;203(3):335–8. discussion 8.CrossRefPubMed Siracuse JJ, Odell DD, Gondek SP, Odom SR, Kasper EM, Hauser CJ, et al. Health care and socioeconomic impact of falls in the elderly. Am J Surg. 2012;203(3):335–8. discussion 8.CrossRefPubMed
4.
go back to reference Hausdorff JM, Rios DA, Edelberg HK. Gait variability and fall risk in community-living older adults: a 1-year prospective study. Arch Phys Med Rehabil. 2001;82(8):1050–6.CrossRefPubMed Hausdorff JM, Rios DA, Edelberg HK. Gait variability and fall risk in community-living older adults: a 1-year prospective study. Arch Phys Med Rehabil. 2001;82(8):1050–6.CrossRefPubMed
5.
go back to reference Moreland J, Richardson J, Chan DH, O’Neill J, Bellissimo A, Grum RM, et al. Evidence-based guidelines for the secondary prevention of falls in older adults. Gerontology. 2003;49(2):93–116.CrossRefPubMed Moreland J, Richardson J, Chan DH, O’Neill J, Bellissimo A, Grum RM, et al. Evidence-based guidelines for the secondary prevention of falls in older adults. Gerontology. 2003;49(2):93–116.CrossRefPubMed
7.
go back to reference Tiedemann AC, Murray SM, Munro B, Lord SR. Hospital and non-hospital costs for fall-related injury in community-dwelling older people. NSW Public Health Bull. 2008;19(9–10):161–5.CrossRef Tiedemann AC, Murray SM, Munro B, Lord SR. Hospital and non-hospital costs for fall-related injury in community-dwelling older people. NSW Public Health Bull. 2008;19(9–10):161–5.CrossRef
8.
go back to reference Rosengren BE, Karlsson MK. The annual number of hip fractures in Sweden will double from year 2002 to 2050: projections based on local and nationwide data. Acta Orthop. 2014;85(3):234–7.CrossRefPubMedPubMedCentral Rosengren BE, Karlsson MK. The annual number of hip fractures in Sweden will double from year 2002 to 2050: projections based on local and nationwide data. Acta Orthop. 2014;85(3):234–7.CrossRefPubMedPubMedCentral
9.
go back to reference Ensrud KE. Epidemiology of fracture risk with advancing age. J Gerontol A Biol Sci Med Sci. 2013;68(10):1236–42.CrossRefPubMed Ensrud KE. Epidemiology of fracture risk with advancing age. J Gerontol A Biol Sci Med Sci. 2013;68(10):1236–42.CrossRefPubMed
10.
go back to reference Taylor BC, Schreiner PJ, Stone KL, Fink HA, Cummings SR, Nevitt MC, et al. Long-term prediction of incident hip fracture risk in elderly white women: study of osteoporotic fractures. J Am Geriatr Soc. 2004;52(9):1479–86.CrossRefPubMed Taylor BC, Schreiner PJ, Stone KL, Fink HA, Cummings SR, Nevitt MC, et al. Long-term prediction of incident hip fracture risk in elderly white women: study of osteoporotic fractures. J Am Geriatr Soc. 2004;52(9):1479–86.CrossRefPubMed
11.
go back to reference Deandrea S, Lucenteforte E, Bravi F, Foschi R, La Vecchia C, Negri E. Risk factors for falls in community-dwelling older people: a systematic review and meta-analysis. Epidemiology. 2010;21(5):658–68.CrossRefPubMed Deandrea S, Lucenteforte E, Bravi F, Foschi R, La Vecchia C, Negri E. Risk factors for falls in community-dwelling older people: a systematic review and meta-analysis. Epidemiology. 2010;21(5):658–68.CrossRefPubMed
12.
go back to reference Hansson EE, Mansson NO, Ringsberg KA, Hakansson A. Falls among dizzy patients in primary healthcare: an intervention study with control group. Int J Rehabil Res 2008;31(1):51–7.CrossRefPubMed Hansson EE, Mansson NO, Ringsberg KA, Hakansson A. Falls among dizzy patients in primary healthcare: an intervention study with control group. Int J Rehabil Res 2008;31(1):51–7.CrossRefPubMed
13.
14.
go back to reference Kristinsdottir EK, Jarnlo G-B, Magnusson M. Asymmetric vestibular function in the elderly might be a significant contribution to hip fractures. Scand J Rehab Med. 2000;32:56–60.CrossRef Kristinsdottir EK, Jarnlo G-B, Magnusson M. Asymmetric vestibular function in the elderly might be a significant contribution to hip fractures. Scand J Rehab Med. 2000;32:56–60.CrossRef
15.
go back to reference Ekvall Hansson E, Dahlberg LE, Magnusson M. Vestibular Rehabilitation Affects Vestibular Asymmetry among Patients with Fall-Related Wrist Fractures - A Randomized Controlled Trial. Gerontology. 2015;61(4):310–8.CrossRefPubMed Ekvall Hansson E, Dahlberg LE, Magnusson M. Vestibular Rehabilitation Affects Vestibular Asymmetry among Patients with Fall-Related Wrist Fractures - A Randomized Controlled Trial. Gerontology. 2015;61(4):310–8.CrossRefPubMed
16.
17.
go back to reference Cummings SR, Melton LJ. Epidemiology and outcomes of osteoporotic fractures. Lancet. 2002;359(9319):1761–7.CrossRefPubMed Cummings SR, Melton LJ. Epidemiology and outcomes of osteoporotic fractures. Lancet. 2002;359(9319):1761–7.CrossRefPubMed
19.
go back to reference Marques A, Ferreira RJ, Santos E, Loza E, Carmona L, da Silva JA. The accuracy of osteoporotic fracture risk prediction tools: a systematic review and meta-analysis. Ann Rheum Dis. 2015;74(11):1958–67. doi:10.1136/annrheumdis-2015-207907. Marques A, Ferreira RJ, Santos E, Loza E, Carmona L, da Silva JA. The accuracy of osteoporotic fracture risk prediction tools: a systematic review and meta-analysis. Ann Rheum Dis. 2015;74(11):1958–67. doi:10.​1136/​annrheumdis-2015-207907.
21.
go back to reference Kanis JA, Oden A, Johansson H, Borgstrom F, Strom O, McCloskey E. FRAX and its applications to clinical practice. Bone. 2009;44(5):734–43.CrossRefPubMed Kanis JA, Oden A, Johansson H, Borgstrom F, Strom O, McCloskey E. FRAX and its applications to clinical practice. Bone. 2009;44(5):734–43.CrossRefPubMed
22.
go back to reference Kanis JA, Johnell O, Oden A, Johansson H, McCloskey E. FRAX and the assessment of fracture probability in men and women from the UK. Osteoporos Int. 2008;19(4):385–97.CrossRefPubMedPubMedCentral Kanis JA, Johnell O, Oden A, Johansson H, McCloskey E. FRAX and the assessment of fracture probability in men and women from the UK. Osteoporos Int. 2008;19(4):385–97.CrossRefPubMedPubMedCentral
23.
go back to reference Masud T, Binkley N, Boonen S, Hannan MT, Members FPDC. Official Positions for FRAX(R) clinical regarding falls and frailty: can falls and frailty be used in FRAX(R)? From Joint Official Positions Development Conference of the International Society for Clinical Densitometry and International Osteoporosis Foundation on FRAX(R). J Clin Densitom. 2011;14(3):194–204.CrossRefPubMed Masud T, Binkley N, Boonen S, Hannan MT, Members FPDC. Official Positions for FRAX(R) clinical regarding falls and frailty: can falls and frailty be used in FRAX(R)? From Joint Official Positions Development Conference of the International Society for Clinical Densitometry and International Osteoporosis Foundation on FRAX(R). J Clin Densitom. 2011;14(3):194–204.CrossRefPubMed
24.
go back to reference Harvey NC, Johansson H, Oden A, Karlsson MK, Rosengren BE, Ljunggren O, et al. FRAX predicts incident falls in elderly men: findings from MrOs Sweden. Osteoporos Int. 2016;27(1):267–74.CrossRefPubMed Harvey NC, Johansson H, Oden A, Karlsson MK, Rosengren BE, Ljunggren O, et al. FRAX predicts incident falls in elderly men: findings from MrOs Sweden. Osteoporos Int. 2016;27(1):267–74.CrossRefPubMed
25.
go back to reference Holloway KL, Kotowicz MA, Lane SE, Brennan SL, Pasco JA. FRAX (Aus) and falls risk: Association in men and women. Bone. 2015;76:1–4.CrossRefPubMed Holloway KL, Kotowicz MA, Lane SE, Brennan SL, Pasco JA. FRAX (Aus) and falls risk: Association in men and women. Bone. 2015;76:1–4.CrossRefPubMed
26.
go back to reference Robinovitch SN, Feldman F, Yang Y, Schonnop R, Leung PM, Sarraf T, et al. Video capture of the circumstances of falls in elderly people residing in long-term care: an observational study. Lancet. 2013;381(9860):47–54.CrossRefPubMed Robinovitch SN, Feldman F, Yang Y, Schonnop R, Leung PM, Sarraf T, et al. Video capture of the circumstances of falls in elderly people residing in long-term care: an observational study. Lancet. 2013;381(9860):47–54.CrossRefPubMed
27.
go back to reference Chiu AY, Au-Yeung SS, Lo SK. A comparison of four functional tests in discriminating fallers from non-fallers in older people. Disabil Rehabil. 2003;25(1):45–50.CrossRefPubMed Chiu AY, Au-Yeung SS, Lo SK. A comparison of four functional tests in discriminating fallers from non-fallers in older people. Disabil Rehabil. 2003;25(1):45–50.CrossRefPubMed
28.
go back to reference Vellas BJ, Wayne SJ, Romero L, Baumgartner RN, Rubenstein LZ, Garry PJ. One-leg balance is an important predictor of injurious falls in older persons. J Am Geriatr Soc. 1997;45(6):735–8.CrossRefPubMed Vellas BJ, Wayne SJ, Romero L, Baumgartner RN, Rubenstein LZ, Garry PJ. One-leg balance is an important predictor of injurious falls in older persons. J Am Geriatr Soc. 1997;45(6):735–8.CrossRefPubMed
30.
go back to reference Hansson EE, Månsson NO, Håkansson A. Effects of specific rehabilitation for dizziness among patients in primary health care. A randomized controlled trial. Clin Rehabil. 2004;18(5):558–65.CrossRefPubMed Hansson EE, Månsson NO, Håkansson A. Effects of specific rehabilitation for dizziness among patients in primary health care. A randomized controlled trial. Clin Rehabil. 2004;18(5):558–65.CrossRefPubMed
31.
go back to reference Hansson EE, Månsson NO, Håkansson A. Balance performance and self-perceived handicap among dizzy patients in primary health care. Scand J Prim Health Care. 2005;23(4):215–20.CrossRefPubMed Hansson EE, Månsson NO, Håkansson A. Balance performance and self-perceived handicap among dizzy patients in primary health care. Scand J Prim Health Care. 2005;23(4):215–20.CrossRefPubMed
32.
go back to reference Briggs R, Gossman M, Birch R, Drews J, Shaddeau S. Balance performance among noninstitutionalized elderly women. Phys Ther. 1989;69(9):748–56.PubMed Briggs R, Gossman M, Birch R, Drews J, Shaddeau S. Balance performance among noninstitutionalized elderly women. Phys Ther. 1989;69(9):748–56.PubMed
33.
go back to reference Franchignoni F, Tesio L, Martino MT, Ricupero C. Reliability of four simple, quantitative tests of balance and mobility in healthy elderly females. Aging (Milano). 1998;10(1):26–31. Franchignoni F, Tesio L, Martino MT, Ricupero C. Reliability of four simple, quantitative tests of balance and mobility in healthy elderly females. Aging (Milano). 1998;10(1):26–31.
34.
go back to reference Ledin T, Kronhed AC, Möller C, Möller M, Ödkvist LM, Olsson B. Effects of balance training in elderly evaluated by clinical tests and dynamic posturography. J Vestib Res. 1990–1991;1:129–38. Ledin T, Kronhed AC, Möller C, Möller M, Ödkvist LM, Olsson B. Effects of balance training in elderly evaluated by clinical tests and dynamic posturography. J Vestib Res. 1990–1991;1:129–38.
35.
go back to reference Jarnlo G-B, Nordell E. Reliability of the modified figure of eight-balance performance test for elderly women. Physiotherapy Theory and Practice. 2003;19:35–43.CrossRef Jarnlo G-B, Nordell E. Reliability of the modified figure of eight-balance performance test for elderly women. Physiotherapy Theory and Practice. 2003;19:35–43.CrossRef
36.
go back to reference Kronhed AC, Möller C, Olsson B, Möller M. The effect of short-term balance training on community-dwelling older adults. J Aging Phys Act. 2001;9:19–31.CrossRef Kronhed AC, Möller C, Olsson B, Möller M. The effect of short-term balance training on community-dwelling older adults. J Aging Phys Act. 2001;9:19–31.CrossRef
37.
go back to reference Meretta BM, Whitney SL, Marchetti GF, Sparto PJ, Muirhead RJ. The five times sit to stand test: responsiveness to change and concurrent validity in adults undergoing vestibular rehabilitation. J Vestib Res. 2006;16(4–5):233–43.PubMed Meretta BM, Whitney SL, Marchetti GF, Sparto PJ, Muirhead RJ. The five times sit to stand test: responsiveness to change and concurrent validity in adults undergoing vestibular rehabilitation. J Vestib Res. 2006;16(4–5):233–43.PubMed
38.
go back to reference Azagra R, Zwart M, Aguye A, Martin-Sanchez JC, Casado E, Diaz-Herrera MA, et al. Fracture experience among participants from the FROCAT study: what thresholding is appropriate using the FRAX tool? Maturitas. 2016;83:65–71.CrossRefPubMed Azagra R, Zwart M, Aguye A, Martin-Sanchez JC, Casado E, Diaz-Herrera MA, et al. Fracture experience among participants from the FROCAT study: what thresholding is appropriate using the FRAX tool? Maturitas. 2016;83:65–71.CrossRefPubMed
39.
go back to reference Beckman A, Hansson EE. Fractures in people with dizziness: 5-year follow-up. J Am Geriatr Soc. 2011;59(9):1767–9.CrossRefPubMed Beckman A, Hansson EE. Fractures in people with dizziness: 5-year follow-up. J Am Geriatr Soc. 2011;59(9):1767–9.CrossRefPubMed
40.
go back to reference Kim JW, Koh JM, Park JH, Chang JS. Validation of FRAX without BMD: an age-related analysis of the Fifth Korean National Health and Nutrition Examination Survey (KNHANES V-1, 2010). Bone. 2015;75:27–31.CrossRefPubMed Kim JW, Koh JM, Park JH, Chang JS. Validation of FRAX without BMD: an age-related analysis of the Fifth Korean National Health and Nutrition Examination Survey (KNHANES V-1, 2010). Bone. 2015;75:27–31.CrossRefPubMed
41.
go back to reference Podsiadlo D, Richardson S. The timed “Up & Go”: a test of basic functional mobility for frail elderly persons. J Am Geriatr Soc. 1991;39(2):142–8.CrossRefPubMed Podsiadlo D, Richardson S. The timed “Up & Go”: a test of basic functional mobility for frail elderly persons. J Am Geriatr Soc. 1991;39(2):142–8.CrossRefPubMed
42.
go back to reference Bolland MJ, Siu AT, Mason BH, Horne AM, Ames RW, Grey AB, et al. Evaluation of the FRAX and Garvan fracture risk calculators in older women. J Bone Miner Res. 2011;26(2):420–7.CrossRefPubMed Bolland MJ, Siu AT, Mason BH, Horne AM, Ames RW, Grey AB, et al. Evaluation of the FRAX and Garvan fracture risk calculators in older women. J Bone Miner Res. 2011;26(2):420–7.CrossRefPubMed
43.
go back to reference Hippisley-Cox J, Coupland C. Predicting risk of osteoporotic fracture in men and women in England and Wales: prospective derivation and validation of QFractureScores. BMJ. 2009;339:b4229.CrossRefPubMedPubMedCentral Hippisley-Cox J, Coupland C. Predicting risk of osteoporotic fracture in men and women in England and Wales: prospective derivation and validation of QFractureScores. BMJ. 2009;339:b4229.CrossRefPubMedPubMedCentral
44.
go back to reference Egsmose EL, Birkvig M, Buhl T, Madsen OR. FRAX fracture risk in women with a recent fracture of the distal forearm: agreement between assessments with and without bone mineral density and impact of measurement side in the individual patient. Clin Rheumatol. 2015;34(7):1265–72.CrossRefPubMed Egsmose EL, Birkvig M, Buhl T, Madsen OR. FRAX fracture risk in women with a recent fracture of the distal forearm: agreement between assessments with and without bone mineral density and impact of measurement side in the individual patient. Clin Rheumatol. 2015;34(7):1265–72.CrossRefPubMed
45.
go back to reference Kanis JA, Johnell O, De Laet C, Johansson H, Oden A, Delmas P, et al. A meta-analysis of previous fracture and subsequent fracture risk. Bone. 2004;35(2):375–82.CrossRefPubMed Kanis JA, Johnell O, De Laet C, Johansson H, Oden A, Delmas P, et al. A meta-analysis of previous fracture and subsequent fracture risk. Bone. 2004;35(2):375–82.CrossRefPubMed
Metadata
Title
A combination of clinical balance measures and FRAX® to improve identification of high-risk fallers
Authors
David A. Najafi
Leif E. Dahlberg
Eva Ekvall Hansson
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Geriatrics / Issue 1/2016
Electronic ISSN: 1471-2318
DOI
https://doi.org/10.1186/s12877-016-0266-6

Other articles of this Issue 1/2016

BMC Geriatrics 1/2016 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.