Skip to main content
Erschienen in: Osteoporosis International 3/2017

14.10.2016 | Original Article

Pre-fracture individual characteristics associated with high total health care costs after hip fracture

verfasst von: J. T. Schousboe, M. L. Paudel, B. C. Taylor, A. M. Kats, B. A. Virnig, B. E. Dowd, L. Langsetmo, K. E. Ensrud

Erschienen in: Osteoporosis International | Ausgabe 3/2017

Einloggen, um Zugang zu erhalten

Abstract

Summary

Older women with pre-fracture slow walk speed, high body mass index, and/or a high level of multimorbidity have significantly higher health care costs after hip fracture compared to those without those characteristics. Studies to investigate if targeted health care interventions for these individuals can reduce hip fracture costs are warranted.

Introduction

The aim of this study is to estimate the associations of individual pre-fracture characteristics with total health care costs after hip fracture, using Study of Osteoporotic Fractures (SOF) cohort data linked to Medicare claims.

Methods

Our study population was 738 women age 70 and older enrolled in Medicare Fee for Service (FFS) who experienced an incident hip fracture between January 1, 1992 and December 31, 2009. We assessed pre-fracture individual characteristics at SOF study visits and estimated costs of hospitalizations, skilled nursing facility and inpatient rehabilitation stays, home health care visits, and outpatient utilization from Medicare FFS claims. We used generalized linear models to estimate the associations of predictor variables with total health care costs (2010 US dollars) after hip fracture.

Results

Median total health care costs for 1 year after hip fracture were $35,536 (inter-quartile range $24,830 to $50,903). Multivariable-adjusted total health care costs for 1 year after hip fracture were 14 % higher ($5256, 95 % CI $156 to $10,356) in those with walk speed <0.6 m/s compared to ≥1.0 m/s, 25 % higher ($9601, 95 % CI $3314 to $16,069) in those with body mass index ≥30 kg/m2 compared to 20 to 24.9 mg/kg2, and 21 % higher ($7936, 95 % CI $346 to $15,526) for those with seven or more compared to no comorbid medical conditions.

Conclusions

Pre-fracture poor mobility, obesity, and multiple comorbidities are associated with higher total health care costs after hip fracture in older women. Studies to investigate if targeted health care interventions for these individuals can reduce the costs of hip fractures are warranted.
Literatur
1.
Zurück zum Zitat Burge R, Dawson-Hughes B, Solomon DH, Wong JB, King A, Tosteson A (2007) Incidence and economic burden of osteoporosis-related fractures in the United States, 2005-2025. J Bone Miner Res 22:465–475CrossRefPubMed Burge R, Dawson-Hughes B, Solomon DH, Wong JB, King A, Tosteson A (2007) Incidence and economic burden of osteoporosis-related fractures in the United States, 2005-2025. J Bone Miner Res 22:465–475CrossRefPubMed
2.
Zurück zum Zitat Hernlund E, Svedbom A, Ivergard M, Compston J, Cooper C, Stenmark J, McCloskey EV, Jonsson B, Kanis JA (2013) Osteoporosis in the European Union: medical management, epidemiology and economic burden. A report prepared in collaboration with the international osteoporosis foundation (IOF) and the European Federation of Pharmaceutical Industry Associations (EFPIA). Arch Osteoporos 8:136CrossRefPubMedPubMedCentral Hernlund E, Svedbom A, Ivergard M, Compston J, Cooper C, Stenmark J, McCloskey EV, Jonsson B, Kanis JA (2013) Osteoporosis in the European Union: medical management, epidemiology and economic burden. A report prepared in collaboration with the international osteoporosis foundation (IOF) and the European Federation of Pharmaceutical Industry Associations (EFPIA). Arch Osteoporos 8:136CrossRefPubMedPubMedCentral
3.
4.
Zurück zum Zitat Chen Q, Kane RL, Finch MD (2000) The cost effectiveness of post-acute care for elderly Medicare beneficiaries. Inquiry 37:359–375PubMed Chen Q, Kane RL, Finch MD (2000) The cost effectiveness of post-acute care for elderly Medicare beneficiaries. Inquiry 37:359–375PubMed
5.
Zurück zum Zitat Crotty M, Whitehead C, Miller M, Gray S (2003) Patient and caregiver outcomes 12 months after home-based therapy for hip fracture: a randomized controlled trial. Arch Phys Med Rehabil 84:1237–1239 Crotty M, Whitehead C, Miller M, Gray S (2003) Patient and caregiver outcomes 12 months after home-based therapy for hip fracture: a randomized controlled trial. Arch Phys Med Rehabil 84:1237–1239
6.
Zurück zum Zitat Gindin J, Walter-Ginzburg A, Geitzen M, Epstein S, Levi S, Landi F, Bernabei R (2007) Predictors of rehabilitation outcomes: a comparison of Israeli and Italian geriatric post-acute care (PAC) facilities using the minimum data set (MDS). J Am Med Dir Assoc 8:233–242CrossRefPubMed Gindin J, Walter-Ginzburg A, Geitzen M, Epstein S, Levi S, Landi F, Bernabei R (2007) Predictors of rehabilitation outcomes: a comparison of Israeli and Italian geriatric post-acute care (PAC) facilities using the minimum data set (MDS). J Am Med Dir Assoc 8:233–242CrossRefPubMed
7.
Zurück zum Zitat Binder EF, Brown M, Sinacore DR, Steger-May K, Yarasheski KE, Schechtman KB (2004) Effects of extended outpatient rehabilitation after hip fracture: a randomized controlled trial. JAMA 292:837–846CrossRefPubMed Binder EF, Brown M, Sinacore DR, Steger-May K, Yarasheski KE, Schechtman KB (2004) Effects of extended outpatient rehabilitation after hip fracture: a randomized controlled trial. JAMA 292:837–846CrossRefPubMed
8.
Zurück zum Zitat Cameron I, Crotty M, Currie C et al (2000) Geriatric rehabilitation following fractures in older people: a systematic review. Health Technol Assess 4:i–iv 1-111PubMed Cameron I, Crotty M, Currie C et al (2000) Geriatric rehabilitation following fractures in older people: a systematic review. Health Technol Assess 4:i–iv 1-111PubMed
9.
Zurück zum Zitat Kane RL, Finch M, Blewett L, Chen Q, Burns R, Moskowitz M (1996) Use of post-hospital care by Medicare patients. J Am Geriatr Soc 44:242–250CrossRefPubMed Kane RL, Finch M, Blewett L, Chen Q, Burns R, Moskowitz M (1996) Use of post-hospital care by Medicare patients. J Am Geriatr Soc 44:242–250CrossRefPubMed
10.
Zurück zum Zitat Taylor BC, Schreiner PJ, Stone KL, Fink HA, Cummings SR, Nevitt MC, Bowman PJ, Ensrud KE (2004) Long-term prediction of incident hip fracture risk in elderly white women: study of osteoporotic fractures. J Am Geriatr Soc 52:1479–1486CrossRefPubMed Taylor BC, Schreiner PJ, Stone KL, Fink HA, Cummings SR, Nevitt MC, Bowman PJ, Ensrud KE (2004) Long-term prediction of incident hip fracture risk in elderly white women: study of osteoporotic fractures. J Am Geriatr Soc 52:1479–1486CrossRefPubMed
11.
Zurück zum Zitat Cummings SR, Studenski S, Ferrucci L (2014) A diagnosis of dismobility—giving mobility clinical visibility: a mobility working group recommendation. JAMA 311:2061–2062CrossRefPubMedPubMedCentral Cummings SR, Studenski S, Ferrucci L (2014) A diagnosis of dismobility—giving mobility clinical visibility: a mobility working group recommendation. JAMA 311:2061–2062CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Cesari M, Kritchevsky SB, Newman AB et al (2009) Added value of physical performance measures in predicting adverse health-related events: results from the health, aging and body composition study. J Am Geriatr Soc 57:251–259CrossRefPubMedPubMedCentral Cesari M, Kritchevsky SB, Newman AB et al (2009) Added value of physical performance measures in predicting adverse health-related events: results from the health, aging and body composition study. J Am Geriatr Soc 57:251–259CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Guralnik JM, Simonsick EM, Ferrucci L, Glynn RJ, Berkman LF, Blazer DG, Scherr PA, Wallace RB (1994) A short physical performance battery assessing lower extremity function: association with self-reported disability and prediction of mortality and nursing home admission. J Gerontol 49:M85–M94CrossRefPubMed Guralnik JM, Simonsick EM, Ferrucci L, Glynn RJ, Berkman LF, Blazer DG, Scherr PA, Wallace RB (1994) A short physical performance battery assessing lower extremity function: association with self-reported disability and prediction of mortality and nursing home admission. J Gerontol 49:M85–M94CrossRefPubMed
14.
Zurück zum Zitat Woo J, Ho SC, Yu AL (1999) Walking speed and stride length predicts 36 months dependency, mortality, and institutionalization in Chinese aged 70 and older. J Am Geriatr Soc 47:1257–1260 Woo J, Ho SC, Yu AL (1999) Walking speed and stride length predicts 36 months dependency, mortality, and institutionalization in Chinese aged 70 and older. J Am Geriatr Soc 47:1257–1260
15.
Zurück zum Zitat Unutzer J, Patrick DL, Simon G, Grembowski D, Walker E, Rutter C, Katon W (1997) Depressive symptoms and the cost of health services in HMO patients aged 65 years and older. A 4-year prospective study. JAMA 277:1618–1623 Unutzer J, Patrick DL, Simon G, Grembowski D, Walker E, Rutter C, Katon W (1997) Depressive symptoms and the cost of health services in HMO patients aged 65 years and older. A 4-year prospective study. JAMA 277:1618–1623
16.
Zurück zum Zitat Cummings SR, Black DM, Nevitt MC et al (1990) Appendicular bone density and age predict hip fracture in women. The study of osteoporotic fractures research group. JAMA 263:665–668CrossRefPubMed Cummings SR, Black DM, Nevitt MC et al (1990) Appendicular bone density and age predict hip fracture in women. The study of osteoporotic fractures research group. JAMA 263:665–668CrossRefPubMed
17.
Zurück zum Zitat Cauley JA, Lui LY, Ensrud KE, Zmuda JM, Stone KL, Hochberg MC, Cummings SR (2005) Bone mineral density and the risk of incident nonspinal fractures in black and white women. JAMA 293:2102–2108CrossRefPubMed Cauley JA, Lui LY, Ensrud KE, Zmuda JM, Stone KL, Hochberg MC, Cummings SR (2005) Bone mineral density and the risk of incident nonspinal fractures in black and white women. JAMA 293:2102–2108CrossRefPubMed
18.
Zurück zum Zitat Schousboe JT, Paudel ML, Taylor BC, Virnig BA, Cauley JA, Curtis JR, Ensrud KE (2013) Magnitude and consequences of misclassification of incident hip fractures in large cohort studies: the study of osteoporotic fractures and Medicare claims data. Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA 24:801–810CrossRef Schousboe JT, Paudel ML, Taylor BC, Virnig BA, Cauley JA, Curtis JR, Ensrud KE (2013) Magnitude and consequences of misclassification of incident hip fractures in large cohort studies: the study of osteoporotic fractures and Medicare claims data. Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA 24:801–810CrossRef
19.
Zurück zum Zitat Schousboe JT, Paudel ML, Taylor BC, Mau LW, Virnig BA, Ensrud KE, Dowd BE (2014) Estimation of standardized hospital costs from Medicare claims that reflect resource requirements for care: impact for cohort studies linked to Medicare claims. Health Serv Res 49:929–949CrossRefPubMedPubMedCentral Schousboe JT, Paudel ML, Taylor BC, Mau LW, Virnig BA, Ensrud KE, Dowd BE (2014) Estimation of standardized hospital costs from Medicare claims that reflect resource requirements for care: impact for cohort studies linked to Medicare claims. Health Serv Res 49:929–949CrossRefPubMedPubMedCentral
20.
Zurück zum Zitat Kilgore ML, Morrisey MA, Becker DJ et al (2009) Health care expenditures associated with skeletal fractures among Medicare beneficiaries, 1999-2005. J Bone Miner Res 24:2050–2055CrossRefPubMed Kilgore ML, Morrisey MA, Becker DJ et al (2009) Health care expenditures associated with skeletal fractures among Medicare beneficiaries, 1999-2005. J Bone Miner Res 24:2050–2055CrossRefPubMed
21.
Zurück zum Zitat Taira DA, Seto TB, Siegrist R, Cosgrove R, Berezin R, Cohen DJ (2003) Comparison of analytic approaches for the economic evaluation of new technologies alongside multicenter clinical trials. Am Heart J 145:452–458CrossRefPubMed Taira DA, Seto TB, Siegrist R, Cosgrove R, Berezin R, Cohen DJ (2003) Comparison of analytic approaches for the economic evaluation of new technologies alongside multicenter clinical trials. Am Heart J 145:452–458CrossRefPubMed
22.
Zurück zum Zitat Schousboe JT, Paudel ML, Taylor BC, Kats AM, Virnig BA, Ensrud KE, Dowd BE (2016) Estimating true resource costs of outpatient Care for Medicare Beneficiaries: standardized costs versus Medicare payments and charges. Health Serv Res 51:205–219CrossRefPubMed Schousboe JT, Paudel ML, Taylor BC, Kats AM, Virnig BA, Ensrud KE, Dowd BE (2016) Estimating true resource costs of outpatient Care for Medicare Beneficiaries: standardized costs versus Medicare payments and charges. Health Serv Res 51:205–219CrossRefPubMed
23.
Zurück zum Zitat Ensrud KE, Palermo L, Black DM, Cauley J, Jergas M, Orwoll ES, Nevitt MC, Fox KM, Cummings SR (1995) Hip and calcaneal bone loss increase with advancing age: longitudinal results from the study of osteoporotic fractures. J Bone Miner Res 10:1778–1787CrossRefPubMed Ensrud KE, Palermo L, Black DM, Cauley J, Jergas M, Orwoll ES, Nevitt MC, Fox KM, Cummings SR (1995) Hip and calcaneal bone loss increase with advancing age: longitudinal results from the study of osteoporotic fractures. J Bone Miner Res 10:1778–1787CrossRefPubMed
24.
Zurück zum Zitat Steiger P, Cummings SR, Black DM, Spencer NE, Genant HK (1992) Age-related decrements in bone mineral density in women over 65. J Bone Miner Res 7:625–632CrossRefPubMed Steiger P, Cummings SR, Black DM, Spencer NE, Genant HK (1992) Age-related decrements in bone mineral density in women over 65. J Bone Miner Res 7:625–632CrossRefPubMed
25.
Zurück zum Zitat Harkonen R, Harju R, Alaranta H (1993) Accuracy of the Jamar dynamometer. Journal of hand therapy : official journal of the American Society of Hand Therapists 6:259–262CrossRef Harkonen R, Harju R, Alaranta H (1993) Accuracy of the Jamar dynamometer. Journal of hand therapy : official journal of the American Society of Hand Therapists 6:259–262CrossRef
26.
Zurück zum Zitat Jette AM, Jette DU, Ng J, Plotkin DJ, Bach MA (1999) Are performance-based measures sufficiently reliable for use in multicenter trials? Musculoskeletal impairment (MSI) study group. J Gerontol A Biol Sci Med Sci 54:M3–M6CrossRefPubMed Jette AM, Jette DU, Ng J, Plotkin DJ, Bach MA (1999) Are performance-based measures sufficiently reliable for use in multicenter trials? Musculoskeletal impairment (MSI) study group. J Gerontol A Biol Sci Med Sci 54:M3–M6CrossRefPubMed
27.
Zurück zum Zitat Lyons JS, Strain JJ, Hammer JS, Ackerman AD, Fulop G (1989) Reliability, validity, and temporal stability of the geriatric depression scale in hospitalized elderly. Int J Psychiatry Med 19:203–209CrossRefPubMed Lyons JS, Strain JJ, Hammer JS, Ackerman AD, Fulop G (1989) Reliability, validity, and temporal stability of the geriatric depression scale in hospitalized elderly. Int J Psychiatry Med 19:203–209CrossRefPubMed
28.
Zurück zum Zitat Teng EL, Chui HC (1987) The modified mini-mental state (3MS) examination. J Clin Psychiatry 48:314–318PubMed Teng EL, Chui HC (1987) The modified mini-mental state (3MS) examination. J Clin Psychiatry 48:314–318PubMed
29.
Zurück zum Zitat Elixhauser A, Steiner C, Harris DR, Coffey RM (1998) Comorbidity measures for use with administrative data. Med Care 36:8–27CrossRefPubMed Elixhauser A, Steiner C, Harris DR, Coffey RM (1998) Comorbidity measures for use with administrative data. Med Care 36:8–27CrossRefPubMed
30.
Zurück zum Zitat Yun H, Kilgore M, Curtis J et al (2010) Identifying types of nursing facility stays using Medicare claims data: an algorithm and validation. Health Serv Outcomes Res Method 10:100–110CrossRef Yun H, Kilgore M, Curtis J et al (2010) Identifying types of nursing facility stays using Medicare claims data: an algorithm and validation. Health Serv Outcomes Res Method 10:100–110CrossRef
31.
Zurück zum Zitat Buntin MB, Garten AD, Paddock S, Saliba D, Totten M, Escarce JJ (2005) How much is postacute care use affected by its availability? Health Serv Res 40:413–434CrossRefPubMedPubMedCentral Buntin MB, Garten AD, Paddock S, Saliba D, Totten M, Escarce JJ (2005) How much is postacute care use affected by its availability? Health Serv Res 40:413–434CrossRefPubMedPubMedCentral
32.
Zurück zum Zitat Wennberg JE, Freeman JL, Culp WJ (1987) Are hospital services rationed in new haven or over-utilised in Boston? Lancet 1:1185–1189CrossRefPubMed Wennberg JE, Freeman JL, Culp WJ (1987) Are hospital services rationed in new haven or over-utilised in Boston? Lancet 1:1185–1189CrossRefPubMed
33.
Zurück zum Zitat Friedberg MW, Hussey PS, Schneider EC (2010) Primary care: a critical review of the evidence on quality and costs of health care. Health Aff 29:766–772CrossRef Friedberg MW, Hussey PS, Schneider EC (2010) Primary care: a critical review of the evidence on quality and costs of health care. Health Aff 29:766–772CrossRef
34.
Zurück zum Zitat Kanis JA, Oden A, Johnell O, De Laet C, Jonsson B, Oglesby AK (2003) The components of excess mortality after hip fracture. Bone 32:468–473CrossRefPubMed Kanis JA, Oden A, Johnell O, De Laet C, Jonsson B, Oglesby AK (2003) The components of excess mortality after hip fracture. Bone 32:468–473CrossRefPubMed
36.
Zurück zum Zitat Hardy SE, Kang Y, Studenski SA, Degenholtz HB (2011) Ability to walk 1/4 mile predicts subsequent disability, mortality, and health care costs. J Gen Intern Med 26:130–135CrossRefPubMed Hardy SE, Kang Y, Studenski SA, Degenholtz HB (2011) Ability to walk 1/4 mile predicts subsequent disability, mortality, and health care costs. J Gen Intern Med 26:130–135CrossRefPubMed
37.
Zurück zum Zitat Anderson D, Seib C, Rasmussen L (2014) Can physical activity prevent physical and cognitive decline in postmenopausal women? Maturitas 79:14–33CrossRefPubMed Anderson D, Seib C, Rasmussen L (2014) Can physical activity prevent physical and cognitive decline in postmenopausal women? Maturitas 79:14–33CrossRefPubMed
38.
Zurück zum Zitat Pahor M, Guralnik JM, Ambrosius WT et al (2014) Effect of structured physical activity on prevention of major mobility disability in older adults: the LIFE study randomized clinical trial. JAMA 311:2387–2396CrossRefPubMedPubMedCentral Pahor M, Guralnik JM, Ambrosius WT et al (2014) Effect of structured physical activity on prevention of major mobility disability in older adults: the LIFE study randomized clinical trial. JAMA 311:2387–2396CrossRefPubMedPubMedCentral
39.
Zurück zum Zitat Compston JE, Watts NB, Chapurlat R et al (2011) Obesity is not protective against fracture in postmenopausal women: GLOW. Am J Med 124:1043–1050CrossRefPubMedPubMedCentral Compston JE, Watts NB, Chapurlat R et al (2011) Obesity is not protective against fracture in postmenopausal women: GLOW. Am J Med 124:1043–1050CrossRefPubMedPubMedCentral
40.
Zurück zum Zitat De Laet C, Kanis JA, Oden A et al (2005) Body mass index as a predictor of fracture risk: a meta-analysis. Osteoporos Int 16:1330–1338CrossRefPubMed De Laet C, Kanis JA, Oden A et al (2005) Body mass index as a predictor of fracture risk: a meta-analysis. Osteoporos Int 16:1330–1338CrossRefPubMed
41.
Zurück zum Zitat Ensrud KE, Ewing SK, Stone KL, Cauley JA, Bowman PJ, Cummings SR, Study of Osteoporotic Fractures Research G (2003) Intentional and unintentional weight loss increase bone loss and hip fracture risk in older women. J Am Geriatr Soc 51:1740–1747CrossRefPubMed Ensrud KE, Ewing SK, Stone KL, Cauley JA, Bowman PJ, Cummings SR, Study of Osteoporotic Fractures Research G (2003) Intentional and unintentional weight loss increase bone loss and hip fracture risk in older women. J Am Geriatr Soc 51:1740–1747CrossRefPubMed
42.
Zurück zum Zitat Yoon J, Zulman D, Scott JY, Maciejewski ML (2014) Costs associated with multimorbidity among VA patients. Med Care 52(Suppl 3):S31–S36CrossRefPubMed Yoon J, Zulman D, Scott JY, Maciejewski ML (2014) Costs associated with multimorbidity among VA patients. Med Care 52(Suppl 3):S31–S36CrossRefPubMed
43.
Zurück zum Zitat Reuben DB (2011) Physicians in supporting roles in chronic disease care: the CareMore model. J Am Geriatr Soc 59:158–160CrossRefPubMed Reuben DB (2011) Physicians in supporting roles in chronic disease care: the CareMore model. J Am Geriatr Soc 59:158–160CrossRefPubMed
44.
Zurück zum Zitat Gabriel SE, Tosteson AN, Leibson CL, Crowson CS, Pond GR, Hammond CS, Melton LJ 3rd (2002) Direct medical costs attributable to osteoporotic fractures. Osteoporos Int 13:323–330CrossRefPubMed Gabriel SE, Tosteson AN, Leibson CL, Crowson CS, Pond GR, Hammond CS, Melton LJ 3rd (2002) Direct medical costs attributable to osteoporotic fractures. Osteoporos Int 13:323–330CrossRefPubMed
Metadaten
Titel
Pre-fracture individual characteristics associated with high total health care costs after hip fracture
verfasst von
J. T. Schousboe
M. L. Paudel
B. C. Taylor
A. M. Kats
B. A. Virnig
B. E. Dowd
L. Langsetmo
K. E. Ensrud
Publikationsdatum
14.10.2016
Verlag
Springer London
Erschienen in
Osteoporosis International / Ausgabe 3/2017
Print ISSN: 0937-941X
Elektronische ISSN: 1433-2965
DOI
https://doi.org/10.1007/s00198-016-3803-4

Weitere Artikel der Ausgabe 3/2017

Osteoporosis International 3/2017 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.