Skip to main content
Erschienen in: Osteoporosis International 1/2014

01.01.2014 | Original Article

FRAX provides robust fracture prediction regardless of socioeconomic status

verfasst von: S. L. Brennan, W. D. Leslie, L. M. Lix, H. Johansson, A. Oden, E. McCloskey, J. A. Kanis

Erschienen in: Osteoporosis International | Ausgabe 1/2014

Einloggen, um Zugang zu erhalten

Abstract

Summary

We investigated the fracture risk assessment tool (FRAX) Canada calibration and discrimination according to income quintile in 51,327 Canadian women, with and without a competing mortality framework. Our data show that, under a competing mortality framework, FRAX provides robust fracture prediction and calibration regardless of socioeconomic status (SES).

Introduction

FRAX® predicts 10-year fracture risk. Social factors may independently affect fracture risk. We investigated FRAX calibration and discrimination according to SES.

Methods

Women aged ≥50 years with baseline femoral neck bone mineral density (BMD) were identified from the Manitoba Bone Density Program, Canada (n = 51,327), 1996–2011. Mean household income, extracted from 2006 census files, was categorized into quintiles. Ten-year fracture probabilities were calculated using FRAX Canada. Incident non-traumatic fractures were studied in relation to income quintile in adjusted Cox proportional hazards models. We compared observed versus predicted fractures with and without a competing mortality framework.

Results

During mean 6.2 ± 3.7 years of follow up, there were 6,392 deaths, 3,723 women with ≥1 major osteoporotic fracture (MOF), and 1,027 with hip fractures. Lower income was associated with higher risk for death, MOF, and hip fracture in adjusted models (all p < 0.005). More women in income quintile 1 (lowest) versus quintile 5 experienced death (19 vs. 8 %), MOF (10 vs. 6 %), or hip fracture (3.0 vs. 1.3 %) (all p ≤ 0.001). Adjustment for competing mortality mitigated the effect of SES on FRAX calibration, and good calibration was observed. FRAX provided good fracture discrimination for MOF and hip fracture within each income quintile (all p < 0.001). Area under the curve was slightly lower for income quintiles 1 versus 5 for FRAX with BMD to predict MOF (0.68, 95 % CI 0.66–0.70 vs. 0.71, 95 % CI 0.69–0.74) and hip fracture (0.79, 95 % CI 0.76–0.81 vs. 0.87, 95 % CI 0.84–0.89).

Conclusion

Increased fracture risk in individuals of lower income is offset by increased mortality. Under a competing mortality framework, FRAX provides robust fracture prediction and calibration regardless of SES.
Literatur
1.
Zurück zum Zitat Kanis JA, Oden A, Johansson H, Borgstrom F, Strom O, McCloskey E (2009) FRAX and its applications to clinical practice. Bone 44:734–743PubMedCrossRef Kanis JA, Oden A, Johansson H, Borgstrom F, Strom O, McCloskey E (2009) FRAX and its applications to clinical practice. Bone 44:734–743PubMedCrossRef
2.
Zurück zum Zitat Fraser LA, Langsetmo L, Berge C, Ionnidis G, Gotzman D, Adachi JD, Papaoiannou A, Josse R, Kovacs CS, Olszynski WP, Towheed T, Hanley DA, Kaiser SM, Prior J, Jamal S, Kreiger N, Brown JP, Johansson H, Oden A, McClosely E, Kanis JA, Leslie WD, CaMOS Research Group (2011) Fracture prediction and calibration of a Canadian FRAX tool: a population-based report from CaMOS. Osteoporos Int 22:829–837PubMedCrossRef Fraser LA, Langsetmo L, Berge C, Ionnidis G, Gotzman D, Adachi JD, Papaoiannou A, Josse R, Kovacs CS, Olszynski WP, Towheed T, Hanley DA, Kaiser SM, Prior J, Jamal S, Kreiger N, Brown JP, Johansson H, Oden A, McClosely E, Kanis JA, Leslie WD, CaMOS Research Group (2011) Fracture prediction and calibration of a Canadian FRAX tool: a population-based report from CaMOS. Osteoporos Int 22:829–837PubMedCrossRef
3.
Zurück zum Zitat Leslie WD, Lix LM, Johansson H, Oden A, McCloskey E, Kanis JA, Program MBD (2010) Independent clinical validation of a Canadian FRAX tool: fracture prediction and model calibration. J Bone Miner Res 25:2350–2358PubMedCrossRef Leslie WD, Lix LM, Johansson H, Oden A, McCloskey E, Kanis JA, Program MBD (2010) Independent clinical validation of a Canadian FRAX tool: fracture prediction and model calibration. J Bone Miner Res 25:2350–2358PubMedCrossRef
4.
Zurück zum Zitat Ball K, Mishra G, Crawford D (2002) Which aspects of socioeconomic status are related to obesity among men and women? Int J Obes 26:559–565CrossRef Ball K, Mishra G, Crawford D (2002) Which aspects of socioeconomic status are related to obesity among men and women? Int J Obes 26:559–565CrossRef
5.
Zurück zum Zitat Siegel D, Faigeles B (1996) Smoking and socioeconomic status in a population-based inner city sample of African-Americans, Latinos and whites. J Cardiovasc Risk 3:295–300PubMedCrossRef Siegel D, Faigeles B (1996) Smoking and socioeconomic status in a population-based inner city sample of African-Americans, Latinos and whites. J Cardiovasc Risk 3:295–300PubMedCrossRef
6.
Zurück zum Zitat Gilman SE (2008) Educational attainment and cigarette smoking: a causal association? Int J Epidemiol 37:615–624PubMedCrossRef Gilman SE (2008) Educational attainment and cigarette smoking: a causal association? Int J Epidemiol 37:615–624PubMedCrossRef
7.
Zurück zum Zitat Shohaimi S, Luben R, Wareham N et al (2003) Residential area deprivation predicts smoking habit independently of individual education level and occupational social class. A cross sectional study in the Norfolk cohort of the European Investigation into Cancer (EPIC-Norfolk). J Epidemiol Comm Health 57:270–276CrossRef Shohaimi S, Luben R, Wareham N et al (2003) Residential area deprivation predicts smoking habit independently of individual education level and occupational social class. A cross sectional study in the Norfolk cohort of the European Investigation into Cancer (EPIC-Norfolk). J Epidemiol Comm Health 57:270–276CrossRef
8.
Zurück zum Zitat Schaap M, van Agt H, Kunst A (2008) Identification of socioeconomic groups at increased risk for smoking in European countries: Looking beyond education level. Nicotine Tob Res 10:359–369PubMedCrossRef Schaap M, van Agt H, Kunst A (2008) Identification of socioeconomic groups at increased risk for smoking in European countries: Looking beyond education level. Nicotine Tob Res 10:359–369PubMedCrossRef
9.
Zurück zum Zitat Brennan SL, Henry MJ, Nicholson GC, Kotowicz MA, Pasco JA (2009) Socioeconomic status and risk factors for obesity and metabolic disorders in a population-based sample of adult females. Prev Med 49:165–171PubMedCrossRef Brennan SL, Henry MJ, Nicholson GC, Kotowicz MA, Pasco JA (2009) Socioeconomic status and risk factors for obesity and metabolic disorders in a population-based sample of adult females. Prev Med 49:165–171PubMedCrossRef
10.
Zurück zum Zitat Ward H, Tarasuk V, Mendelson R, McKeown-Eyssen G (2007) An exploration of socioeconomic variation in lifestyle factors and adiposity in the Ontario Food Survey through structural equation modeling. Int J Behav Nutr Physical Activity 4:5868-5864-5868 Ward H, Tarasuk V, Mendelson R, McKeown-Eyssen G (2007) An exploration of socioeconomic variation in lifestyle factors and adiposity in the Ontario Food Survey through structural equation modeling. Int J Behav Nutr Physical Activity 4:5868-5864-5868
11.
Zurück zum Zitat Darmon N, Drewnowski A (2008) Does social class predict diet quality? Am J Clin Nutr 87:1107–1117PubMed Darmon N, Drewnowski A (2008) Does social class predict diet quality? Am J Clin Nutr 87:1107–1117PubMed
12.
Zurück zum Zitat Milligan R, Burke V, Beilin U, Dunbar DL (1998) Influence of gender and socioeconomic status on dietary patterns and nutrient intakes in 18-year-old Australians. Aust NZ J Publ Health 22:485–493CrossRef Milligan R, Burke V, Beilin U, Dunbar DL (1998) Influence of gender and socioeconomic status on dietary patterns and nutrient intakes in 18-year-old Australians. Aust NZ J Publ Health 22:485–493CrossRef
13.
Zurück zum Zitat Crespo CJ, Ainsworth BE, Keteyian SH, Heath GW et al (1999) Prevalence of physical inactivity and its relation to social class in US adults: results from the Third National Health and Nutrition Examination Survey, 1988–1994. Med Sci Sports Exerc 31:1821–1827PubMedCrossRef Crespo CJ, Ainsworth BE, Keteyian SH, Heath GW et al (1999) Prevalence of physical inactivity and its relation to social class in US adults: results from the Third National Health and Nutrition Examination Survey, 1988–1994. Med Sci Sports Exerc 31:1821–1827PubMedCrossRef
14.
Zurück zum Zitat Brennan SL, Leslie WD, Lix LM (2012) Associations between adverse social position and bone mineral density in women aged 50 years or older: data from the Manitoba Bone Density Program. Osteoporos Int 24:2405–2412CrossRef Brennan SL, Leslie WD, Lix LM (2012) Associations between adverse social position and bone mineral density in women aged 50 years or older: data from the Manitoba Bone Density Program. Osteoporos Int 24:2405–2412CrossRef
15.
Zurück zum Zitat Navarro MC, Saavedra P, Jodar E, de Tejada MJ, Miralleve A, Sosa M (2013) Osteoporosis and metabolic syndrome according to socioeconomic status, contribution of PTH, vitamin D, and body weight: The Canarian Osteoporosis Poverty Study (COPS). Clin Endocrinol 78:681–686CrossRef Navarro MC, Saavedra P, Jodar E, de Tejada MJ, Miralleve A, Sosa M (2013) Osteoporosis and metabolic syndrome according to socioeconomic status, contribution of PTH, vitamin D, and body weight: The Canarian Osteoporosis Poverty Study (COPS). Clin Endocrinol 78:681–686CrossRef
16.
Zurück zum Zitat Brennan SL, Winzenberg TM, Pasco JA, Wluka AE, Dobbins AG, Jones G (2012) Social disadvantage, bone mineral density and vertebral wedge deformities in the Tasmanian Older Adult Cohort. Osteoporos Int 24:1909–1916PubMedCrossRef Brennan SL, Winzenberg TM, Pasco JA, Wluka AE, Dobbins AG, Jones G (2012) Social disadvantage, bone mineral density and vertebral wedge deformities in the Tasmanian Older Adult Cohort. Osteoporos Int 24:1909–1916PubMedCrossRef
17.
Zurück zum Zitat Crandall CJ, Merkin SS, Seeman TE, Greendale GA, Binkley N, Karlamangla AS (2012) Socioeconomic status over the life-course and adult bone mineral density: The Midlife in the US Study. Bone 51:107–113PubMedCentralPubMedCrossRef Crandall CJ, Merkin SS, Seeman TE, Greendale GA, Binkley N, Karlamangla AS (2012) Socioeconomic status over the life-course and adult bone mineral density: The Midlife in the US Study. Bone 51:107–113PubMedCentralPubMedCrossRef
18.
Zurück zum Zitat Wilkinson R, Pickett K (2009) The Spirit Level: why more equal societies almost always do better. Allen Lane, London, UK Wilkinson R, Pickett K (2009) The Spirit Level: why more equal societies almost always do better. Allen Lane, London, UK
19.
Zurück zum Zitat Wilkinson RG, Marmot MG (eds) (1998) Social determinants of health: the solid facts. WHO European Region, Copenhagen Wilkinson RG, Marmot MG (eds) (1998) Social determinants of health: the solid facts. WHO European Region, Copenhagen
20.
Zurück zum Zitat Leslie WD, Metge C (2003) Establishing a regional bone density program: lessons from the Manitoba experience. J Clin Densitom 6:275–282PubMedCrossRef Leslie WD, Metge C (2003) Establishing a regional bone density program: lessons from the Manitoba experience. J Clin Densitom 6:275–282PubMedCrossRef
21.
Zurück zum Zitat Kanis JA, McCloskey EV, Johansson H, Oden A, Melton LJ III, Khaltaev N (2008) A reference standard for the description of osteoporosis. Bone 42:467–475PubMedCrossRef Kanis JA, McCloskey EV, Johansson H, Oden A, Melton LJ III, Khaltaev N (2008) A reference standard for the description of osteoporosis. Bone 42:467–475PubMedCrossRef
22.
Zurück zum Zitat Roos NP, Shapiro E (1999) Revisiting the Manitoba Center for Health Policy and Evaluation and its population-based health information system. Med Care 37:JS10–JS14PubMed Roos NP, Shapiro E (1999) Revisiting the Manitoba Center for Health Policy and Evaluation and its population-based health information system. Med Care 37:JS10–JS14PubMed
23.
Zurück zum Zitat Leslie WD, Majumdar SR, Lix LM, Johansson H, Oden A, McCloskey E, Kanis JA, Manitoba Bone Density Program (2012) High fracture probability with FRAX usually indicates densitometric osteoporosis: implications for clinical practice. Osteoporos Int 23:391–397PubMedCrossRef Leslie WD, Majumdar SR, Lix LM, Johansson H, Oden A, McCloskey E, Kanis JA, Manitoba Bone Density Program (2012) High fracture probability with FRAX usually indicates densitometric osteoporosis: implications for clinical practice. Osteoporos Int 23:391–397PubMedCrossRef
24.
Zurück zum Zitat Hamilton R, Briceland L (1992) Use of prescription-refill records to assess patient compliance. Am J Hosp Pharm 49:1691–1696PubMed Hamilton R, Briceland L (1992) Use of prescription-refill records to assess patient compliance. Am J Hosp Pharm 49:1691–1696PubMed
25.
Zurück zum Zitat Leslie WD, Lix LM, Wu X (2013) Competing mortality and fracture risk assessment. Osteoporos Int 24:681–688PubMedCrossRef Leslie WD, Lix LM, Wu X (2013) Competing mortality and fracture risk assessment. Osteoporos Int 24:681–688PubMedCrossRef
26.
Zurück zum Zitat Farahmand BY, Persson PG, Michaelsson K, Baron JA, Parker MG, Ljunghall S (2000) Socioeconomic status, marital status, and hip fracture risk: a population-based case–control study. Osteoporos Int 11:803–808PubMedCrossRef Farahmand BY, Persson PG, Michaelsson K, Baron JA, Parker MG, Ljunghall S (2000) Socioeconomic status, marital status, and hip fracture risk: a population-based case–control study. Osteoporos Int 11:803–808PubMedCrossRef
27.
Zurück zum Zitat Zingmond DS, Soohoo NF, Silverman SL (2006) The role of socioeconomic status on hip fracture. Osteoporos Int 17:1562–1568PubMedCrossRef Zingmond DS, Soohoo NF, Silverman SL (2006) The role of socioeconomic status on hip fracture. Osteoporos Int 17:1562–1568PubMedCrossRef
28.
Zurück zum Zitat Vestergaard P, Rejnmark L, Mosekilde L (200) Socioeconomic aspects of fractures within universal public healthcare: a nationwide case–control study from Denmark. Scand J Publ Health 34:371–377 Vestergaard P, Rejnmark L, Mosekilde L (200) Socioeconomic aspects of fractures within universal public healthcare: a nationwide case–control study from Denmark. Scand J Publ Health 34:371–377
29.
Zurück zum Zitat Brennan SL, Henry MJ, Kotowicz MA, Nicholson GC, Zhang Y, Pasco JA (2011) Incident hip fracture and social disadvantage in an Australian population aged 50 years or greater. Bone 48:607–610PubMedCrossRef Brennan SL, Henry MJ, Kotowicz MA, Nicholson GC, Zhang Y, Pasco JA (2011) Incident hip fracture and social disadvantage in an Australian population aged 50 years or greater. Bone 48:607–610PubMedCrossRef
30.
Zurück zum Zitat Peel NM, McClure RJ, Hendrikz JK (2007) Psychosocial factors associated with fall-related hip fractures. Age Aging 36:145–151CrossRef Peel NM, McClure RJ, Hendrikz JK (2007) Psychosocial factors associated with fall-related hip fractures. Age Aging 36:145–151CrossRef
31.
Zurück zum Zitat Pearson D, Taylor R, Masud T (2004) The relationship between social deprivation, osteoporosis, and falls. Osteoporos Int 15:132–138PubMedCrossRef Pearson D, Taylor R, Masud T (2004) The relationship between social deprivation, osteoporosis, and falls. Osteoporos Int 15:132–138PubMedCrossRef
32.
Zurück zum Zitat West J, Hippisley-Cox J, Coupland CA, Price GM, Groom LM, Kendrick D, Webber E (2004) Do rates of hospital admission for falls and hip fracture in elderly people vary by socioeconomic status? Public Health 118:576–581PubMedCrossRef West J, Hippisley-Cox J, Coupland CA, Price GM, Groom LM, Kendrick D, Webber E (2004) Do rates of hospital admission for falls and hip fracture in elderly people vary by socioeconomic status? Public Health 118:576–581PubMedCrossRef
33.
Zurück zum Zitat Fuller-Thomson E, Hulchanski JD, Hwang S (2000) The housing/health relationship: what do we know? Rev Environ Health 15:109–133PubMedCrossRef Fuller-Thomson E, Hulchanski JD, Hwang S (2000) The housing/health relationship: what do we know? Rev Environ Health 15:109–133PubMedCrossRef
34.
Zurück zum Zitat Yardley L, Bishop FL, Beyer N et al (2006) Older people's views of falls-prevention interventions in six European countries. Gerontologist 46:650–660PubMedCrossRef Yardley L, Bishop FL, Beyer N et al (2006) Older people's views of falls-prevention interventions in six European countries. Gerontologist 46:650–660PubMedCrossRef
35.
Zurück zum Zitat Bunn F, Dickinson A, Barnett-Page E, McInnes E, Horton K (2008) A systematic review of older people's perceptions of facilitators and barriers to participation in falls-prevention interventions. Aging Soc 28:449–472CrossRef Bunn F, Dickinson A, Barnett-Page E, McInnes E, Horton K (2008) A systematic review of older people's perceptions of facilitators and barriers to participation in falls-prevention interventions. Aging Soc 28:449–472CrossRef
36.
Zurück zum Zitat Evron L, Schultz-Larsen K, Fristrup T (2009) Barriers to participation in a hospital-based falls assessment clinic program: an interview study with older people. Scand J Publ Health 37:728–735CrossRef Evron L, Schultz-Larsen K, Fristrup T (2009) Barriers to participation in a hospital-based falls assessment clinic program: an interview study with older people. Scand J Publ Health 37:728–735CrossRef
37.
Zurück zum Zitat Bunout D, Barrera G, De La Maza P, Avendano M, Gattas V, Petermann M, Hirsch S (2004) Lean and fat mass as determinants of muscle strength and insulin sensitivity in Chilean elderly subjects. J Nutr Health Aging 8:374–378PubMed Bunout D, Barrera G, De La Maza P, Avendano M, Gattas V, Petermann M, Hirsch S (2004) Lean and fat mass as determinants of muscle strength and insulin sensitivity in Chilean elderly subjects. J Nutr Health Aging 8:374–378PubMed
38.
Zurück zum Zitat Skrzek A, Bolanowski M (2006) Strength of trunk and thigh musculature and bone mineral density in women aged 40–79 years. Isokinet Exerc Sci 14:341–347 Skrzek A, Bolanowski M (2006) Strength of trunk and thigh musculature and bone mineral density in women aged 40–79 years. Isokinet Exerc Sci 14:341–347
39.
Zurück zum Zitat Kohrt WM, Bloomfield SA, Little KD, Nelson ME, Yingling VR (2004) Physical activity and bone health. Med Sci Sports Exercise 36:1985–1996CrossRef Kohrt WM, Bloomfield SA, Little KD, Nelson ME, Yingling VR (2004) Physical activity and bone health. Med Sci Sports Exercise 36:1985–1996CrossRef
40.
Zurück zum Zitat CSDH (2008) Closing the gap in a generation: health equity through action on the social determinants of health. Final report of the Commission on Social Determinants of Health. In. World Health Organization, Geneva CSDH (2008) Closing the gap in a generation: health equity through action on the social determinants of health. Final report of the Commission on Social Determinants of Health. In. World Health Organization, Geneva
41.
Zurück zum Zitat Panagiotakos DB, Pitsavos C, Chrysohoou C, Vlismas K, Skoumas Y, Palliou K, Stefanadis C (2008) Dietary habits mediate the relationship between socioeconomic status and CVD factors among healthy adults: the ATTICA study. Public Health Nutr 11:1342–1349PubMedCrossRef Panagiotakos DB, Pitsavos C, Chrysohoou C, Vlismas K, Skoumas Y, Palliou K, Stefanadis C (2008) Dietary habits mediate the relationship between socioeconomic status and CVD factors among healthy adults: the ATTICA study. Public Health Nutr 11:1342–1349PubMedCrossRef
42.
Zurück zum Zitat Luepker RV, Rosamond WD, Murphy R, Sprafka JM, Folsom AR, McGovern PG, Blackburn H (1993) Socioeconomic status and coronary heart disease risk factor trends. The Minnesota Heart Study Survey. Circulation 88:2172–2179PubMedCrossRef Luepker RV, Rosamond WD, Murphy R, Sprafka JM, Folsom AR, McGovern PG, Blackburn H (1993) Socioeconomic status and coronary heart disease risk factor trends. The Minnesota Heart Study Survey. Circulation 88:2172–2179PubMedCrossRef
43.
Zurück zum Zitat Walsh MC, Hunter GR, Livingstone MB (2006) Sarcopenia in premenopausal and postmenopausal women with osteopenia, osteoporosis, and normal bone mineral density. Osteoporos Int 17:61–67PubMedCrossRef Walsh MC, Hunter GR, Livingstone MB (2006) Sarcopenia in premenopausal and postmenopausal women with osteopenia, osteoporosis, and normal bone mineral density. Osteoporos Int 17:61–67PubMedCrossRef
44.
Zurück zum Zitat Boonstra TA, van der Kooij H, Munneke M, Bloem BR (2008) Gait disorders and balance disturbances in Parkinson's disease: clinical update and pathophysiology. Curr Opin Neurol 21:461–471PubMedCrossRef Boonstra TA, van der Kooij H, Munneke M, Bloem BR (2008) Gait disorders and balance disturbances in Parkinson's disease: clinical update and pathophysiology. Curr Opin Neurol 21:461–471PubMedCrossRef
45.
Zurück zum Zitat Nguyen TV, Eisman JA, Kelly PJ, Sambrook PN (1996) Risk factors for osteoporotic fractures in elderly men. Am J Epidemiol 144:255–263PubMedCrossRef Nguyen TV, Eisman JA, Kelly PJ, Sambrook PN (1996) Risk factors for osteoporotic fractures in elderly men. Am J Epidemiol 144:255–263PubMedCrossRef
46.
Zurück zum Zitat Schurch MA, Rizzoli R, Mermillod B, Vasey H, Michel JP, Bonjour JP (1996) A prospective study on socioeconomic aspects of fracture of the proximal femur. J Bone Miner Res 11:1935–1942PubMedCrossRef Schurch MA, Rizzoli R, Mermillod B, Vasey H, Michel JP, Bonjour JP (1996) A prospective study on socioeconomic aspects of fracture of the proximal femur. J Bone Miner Res 11:1935–1942PubMedCrossRef
47.
Zurück zum Zitat Ball K, Crawford D (2005) Socioeconomic status and weight change in adults: a review. Soc Sci Med 60:1987–2010PubMedCrossRef Ball K, Crawford D (2005) Socioeconomic status and weight change in adults: a review. Soc Sci Med 60:1987–2010PubMedCrossRef
48.
Zurück zum Zitat Vicente-Rodriguez G, Ara I, Perez-Gomez J, Dorado C, Calbet JAL (2005) Muscular development and physical activity as major determinants of femoral bone mass acquisition during growth. Br J Sports Med 39:611–616PubMedCrossRef Vicente-Rodriguez G, Ara I, Perez-Gomez J, Dorado C, Calbet JAL (2005) Muscular development and physical activity as major determinants of femoral bone mass acquisition during growth. Br J Sports Med 39:611–616PubMedCrossRef
49.
Zurück zum Zitat Clark EM, Ness A, Tobias JH, ALSPAC Study Team (2005) Social position affects bone mass in childhood through opposing actions on height and weight. J Bone Miner Res 20:2082–2089PubMedCrossRef Clark EM, Ness A, Tobias JH, ALSPAC Study Team (2005) Social position affects bone mass in childhood through opposing actions on height and weight. J Bone Miner Res 20:2082–2089PubMedCrossRef
50.
Zurück zum Zitat Guimaraes RM (2007) Health capital, life course, and aging. Gerontologist 53:96–101 Guimaraes RM (2007) Health capital, life course, and aging. Gerontologist 53:96–101
51.
Zurück zum Zitat Leslie WD, O'Donnell S, Lagace C, Walsh P, Bancej C, Jean S, Siminoski K, Kaiser S, Kendler DL, Jaglal S (2009) Population-based Canadian hip fracture rates with international comparisons. Osteoporos Int 21:1317–1322PubMedCrossRef Leslie WD, O'Donnell S, Lagace C, Walsh P, Bancej C, Jean S, Siminoski K, Kaiser S, Kendler DL, Jaglal S (2009) Population-based Canadian hip fracture rates with international comparisons. Osteoporos Int 21:1317–1322PubMedCrossRef
52.
Zurück zum Zitat Kanis JA, Oden A, Johansson H, McCloskey E (2011) Pitfalls in the external validation of FRAX. Osteoporos Int Online 26 November Kanis JA, Oden A, Johansson H, McCloskey E (2011) Pitfalls in the external validation of FRAX. Osteoporos Int Online 26 November
53.
Zurück zum Zitat Neuner JM, Zhang X, Sparapani R, Laud PW, Nattinger AB (2007) Racial and socioeconomic disparities in bone density testing before and after hip fracture. J Gen Int Med 22:1239–1245CrossRef Neuner JM, Zhang X, Sparapani R, Laud PW, Nattinger AB (2007) Racial and socioeconomic disparities in bone density testing before and after hip fracture. J Gen Int Med 22:1239–1245CrossRef
54.
Zurück zum Zitat Demeter S, Leslie WD, Lix L, MacWilliam L, Finlayson GS, Reed M (2007) The effect of socioeconomic status on bone density testing in a public health-care system. Osteoporos Int 18:153–158PubMedCrossRef Demeter S, Leslie WD, Lix L, MacWilliam L, Finlayson GS, Reed M (2007) The effect of socioeconomic status on bone density testing in a public health-care system. Osteoporos Int 18:153–158PubMedCrossRef
55.
Zurück zum Zitat Demeter S, Reed M, Lix L, MacWilliam L, Leslie WD (2005) Socioeconomic status and the utilization of diagnostic imaging in an urban setting. CMAJ 173:1173–1177PubMedCentralPubMedCrossRef Demeter S, Reed M, Lix L, MacWilliam L, Leslie WD (2005) Socioeconomic status and the utilization of diagnostic imaging in an urban setting. CMAJ 173:1173–1177PubMedCentralPubMedCrossRef
56.
Zurück zum Zitat Brennan SL, Wluka AE, Gould H, Nicholson GC, Leslie WD, Ebeling PR, Oldenburg B, Kotowicz MA, Pasco JA (2012) Social determinants of bone densitometry utilization for osteoporosis risk in patients aged 50 years and over: a systematic review. J Clin Densitom 15:165–175PubMedCrossRef Brennan SL, Wluka AE, Gould H, Nicholson GC, Leslie WD, Ebeling PR, Oldenburg B, Kotowicz MA, Pasco JA (2012) Social determinants of bone densitometry utilization for osteoporosis risk in patients aged 50 years and over: a systematic review. J Clin Densitom 15:165–175PubMedCrossRef
57.
Zurück zum Zitat Vanasse A, Dagenais P, Niyonsenga T, Gregoire JP, Courteau J, Hemiari A (2005) Bone mineral density measurement and osteoporosis treatment after a fragility fracture in older adults: regional variation and determinants of use in Quebec. BMC musculoskeletal disorders [electronic resource] 6:33%N - Vanasse A, Dagenais P, Niyonsenga T, Gregoire JP, Courteau J, Hemiari A (2005) Bone mineral density measurement and osteoporosis treatment after a fragility fracture in older adults: regional variation and determinants of use in Quebec. BMC musculoskeletal disorders [electronic resource] 6:33%N -
58.
Zurück zum Zitat Pickney CS, Arnason JA (2005) Correlation between patient recall of bone densitometry results and subsequent treatment adherence. Osteoporos Int 16:1156–1160PubMedCrossRef Pickney CS, Arnason JA (2005) Correlation between patient recall of bone densitometry results and subsequent treatment adherence. Osteoporos Int 16:1156–1160PubMedCrossRef
59.
Zurück zum Zitat Solomon DH, Connelly MT, Rosen CJ, Dawson-Hughes B, Kiel DP, Greenspan SL, Leib ES, Holick M, Miguel AH, Finkelstein JS (2003) Factors related to the use of bone densitometry: Survey responses of 494 primary care physicians in New England. Osteoporos Int 14:123–129PubMed Solomon DH, Connelly MT, Rosen CJ, Dawson-Hughes B, Kiel DP, Greenspan SL, Leib ES, Holick M, Miguel AH, Finkelstein JS (2003) Factors related to the use of bone densitometry: Survey responses of 494 primary care physicians in New England. Osteoporos Int 14:123–129PubMed
60.
Zurück zum Zitat Rubin KH, Abrahamsen B, Hermann AP, Bech M, Gram J, Brixen K (2011) Prevalence of risk factors for fractures and use of DXA scanning in Danish women. A regional population-based study. Osteoporos Int 22:1401–1409PubMedCrossRef Rubin KH, Abrahamsen B, Hermann AP, Bech M, Gram J, Brixen K (2011) Prevalence of risk factors for fractures and use of DXA scanning in Danish women. A regional population-based study. Osteoporos Int 22:1401–1409PubMedCrossRef
61.
Zurück zum Zitat Mustard CA, Derksen S, Berthelot JM, Wolfson M (1999) Assessing ecologic proxies for household income: a comparison of household and neighborhood level income measures in the study of population health status. Health Place 5:157–171PubMedCrossRef Mustard CA, Derksen S, Berthelot JM, Wolfson M (1999) Assessing ecologic proxies for household income: a comparison of household and neighborhood level income measures in the study of population health status. Health Place 5:157–171PubMedCrossRef
Metadaten
Titel
FRAX provides robust fracture prediction regardless of socioeconomic status
verfasst von
S. L. Brennan
W. D. Leslie
L. M. Lix
H. Johansson
A. Oden
E. McCloskey
J. A. Kanis
Publikationsdatum
01.01.2014
Verlag
Springer London
Erschienen in
Osteoporosis International / Ausgabe 1/2014
Print ISSN: 0937-941X
Elektronische ISSN: 1433-2965
DOI
https://doi.org/10.1007/s00198-013-2525-0

Weitere Artikel der Ausgabe 1/2014

Osteoporosis International 1/2014 Zur Ausgabe

Arthropedia

Grundlagenwissen der Arthroskopie und Gelenkchirurgie. Erweitert durch Fallbeispiele, Videos und Abbildungen. 
» Jetzt entdecken

Update Orthopädie und Unfallchirurgie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.