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Published in: BMC Health Services Research 1/2014

Open Access 01-12-2014 | Research article

Expected lifetime numbers and costs of fractures in postmenopausal women with and without osteoporosis in Germany: a discrete event simulation model

Authors: Florian Bleibler, Kilian Rapp, Andrea Jaensch, Clemens Becker, Hans-Helmut König

Published in: BMC Health Services Research | Issue 1/2014

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Abstract

Background

Osteoporotic fractures cause a large health burden and substantial costs. This study estimated the expected fracture numbers and costs for the remaining lifetime of postmenopausal women in Germany.

Methods

A discrete event simulation (DES) model which tracks changes in fracture risk due to osteoporosis, a previous fracture or institutionalization in a nursing home was developed. Expected lifetime fracture numbers and costs per capita were estimated for postmenopausal women (aged 50 and older) at average osteoporosis risk (AOR) and for those never suffering from osteoporosis. Direct and indirect costs were modeled. Deterministic univariate and probabilistic sensitivity analyses were conducted.

Results

The expected fracture numbers over the remaining lifetime of a 50 year old woman with AOR for each fracture type (% attributable to osteoporosis) were: hip 0.282 (57.9%), wrist 0.229 (18.2%), clinical vertebral 0.206 (39.2%), humerus 0.147 (43.5%), pelvis 0.105 (47.5%), and other femur 0.033 (52.1%). Expected discounted fracture lifetime costs (excess cost attributable to osteoporosis) per 50 year old woman with AOR amounted to €4,479 (€1,995). Most costs were accrued in the hospital €1,743 (€751) and long-term care sectors €1,210 (€620). Univariate sensitivity analysis resulted in percentage changes between -48.4% (if fracture rates decreased by 2% per year) and +83.5% (if fracture rates increased by 2% per year) compared to base case excess costs. Costs for women with osteoporosis were about 3.3 times of those never getting osteoporosis (€7,463 vs. €2,247), and were markedly increased for women with a previous fracture.

Conclusion

The results of this study indicate that osteoporosis causes a substantial share of fracture costs in postmenopausal women, which strongly increase with age and previous fractures.
Appendix
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Literature
1.
go back to reference Johnell O, Kanis J: Epidemiology of osteoporotic fractures. Osteoporos Int. 2005, 16 (Suppl 2): S3-S7.CrossRefPubMed Johnell O, Kanis J: Epidemiology of osteoporotic fractures. Osteoporos Int. 2005, 16 (Suppl 2): S3-S7.CrossRefPubMed
2.
go back to reference Berry JD, Dyer A, Cai X, Garside DB, Ning H, Thomas A, Greenland P, Van Horn L, Tracy RP, Lloyd-Jones DM: Lifetime risks of cardiovascular disease. N Engl J Med. 2012, 366: 321-329.CrossRefPubMedPubMedCentral Berry JD, Dyer A, Cai X, Garside DB, Ning H, Thomas A, Greenland P, Van Horn L, Tracy RP, Lloyd-Jones DM: Lifetime risks of cardiovascular disease. N Engl J Med. 2012, 366: 321-329.CrossRefPubMedPubMedCentral
3.
go back to reference Armstrong K, Eisen A, Weber B: Assessing the risk of breast cancer. N Engl J Med. 2000, 342: 564-571.CrossRefPubMed Armstrong K, Eisen A, Weber B: Assessing the risk of breast cancer. N Engl J Med. 2000, 342: 564-571.CrossRefPubMed
4.
go back to reference Marshall D, Johnell O, Wedel H: Meta-analysis of how well measures of bone mineral density predict occurrence of osteoporotic fractures. BMJ. 1996, 312: 1254-1259.CrossRefPubMedPubMedCentral Marshall D, Johnell O, Wedel H: Meta-analysis of how well measures of bone mineral density predict occurrence of osteoporotic fractures. BMJ. 1996, 312: 1254-1259.CrossRefPubMedPubMedCentral
5.
go back to reference Stone KL, Seeley DG, Lui LY, Cauley JA, Ensrud K, Browner WS, Nevitt MC, Cummings SR, Osteoporotic Fractures Research G: BMD at multiple sites and risk of fracture of multiple types: long-term results from the Study of Osteoporotic Fractures. J Bone Miner Res. 2003, 18: 1947-1954.CrossRefPubMed Stone KL, Seeley DG, Lui LY, Cauley JA, Ensrud K, Browner WS, Nevitt MC, Cummings SR, Osteoporotic Fractures Research G: BMD at multiple sites and risk of fracture of multiple types: long-term results from the Study of Osteoporotic Fractures. J Bone Miner Res. 2003, 18: 1947-1954.CrossRefPubMed
6.
go back to reference Johnell O, Kanis JA, Oden A, Johansson H, De Laet C, Delmas P, Eisman JA, Fujiwara S, Kroger H, Mellstrom D, Meunier PJ, Melton LJ, O’Neil T, Pols H, Reeve J, Silman A, Tenenhouse A: Predictive value of BMD for hip and other fractures. J Bone Miner Res. 2005, 20: 1185-1194.CrossRefPubMed Johnell O, Kanis JA, Oden A, Johansson H, De Laet C, Delmas P, Eisman JA, Fujiwara S, Kroger H, Mellstrom D, Meunier PJ, Melton LJ, O’Neil T, Pols H, Reeve J, Silman A, Tenenhouse A: Predictive value of BMD for hip and other fractures. J Bone Miner Res. 2005, 20: 1185-1194.CrossRefPubMed
7.
go back to reference World Health Organization: Assessment of fracture risk and its application to screening for postmenopausal osteoporosis. Report of a WHO Study Group. World Health Organ Tech Rep Ser. 1994, 843: 1-129. World Health Organization: Assessment of fracture risk and its application to screening for postmenopausal osteoporosis. Report of a WHO Study Group. World Health Organ Tech Rep Ser. 1994, 843: 1-129.
8.
go back to reference Anonymous: Consensus development conference: prophylaxis and treatment of osteoporosis. Am J Med. 1991, 90: 107-110.CrossRef Anonymous: Consensus development conference: prophylaxis and treatment of osteoporosis. Am J Med. 1991, 90: 107-110.CrossRef
9.
go back to reference Wildner M: Osteoporose [Osteoporosis]. Dtsch Med Wochenschr. 2001, 126: A1170-A1172. Wildner M: Osteoporose [Osteoporosis]. Dtsch Med Wochenschr. 2001, 126: A1170-A1172.
10.
go back to reference Kanis JA, Johnell O, Oden A, Jönsson B, De Laet C, Dawson A: Risk of hip fracture according to the World Health Organization criteria for osteopenia and osteoporosis. Bone. 2000, 27: 585-590.CrossRefPubMed Kanis JA, Johnell O, Oden A, Jönsson B, De Laet C, Dawson A: Risk of hip fracture according to the World Health Organization criteria for osteopenia and osteoporosis. Bone. 2000, 27: 585-590.CrossRefPubMed
11.
go back to reference Osnes EK, Lofthus CM, Meyer HE, Falch JA, Nordsletten L, Cappelen I, Kristiansen IS: Consequences of hip fracture on activities of daily life and residential needs. Osteoporos Int. 2004, 15: 567-574.CrossRefPubMed Osnes EK, Lofthus CM, Meyer HE, Falch JA, Nordsletten L, Cappelen I, Kristiansen IS: Consequences of hip fracture on activities of daily life and residential needs. Osteoporos Int. 2004, 15: 567-574.CrossRefPubMed
12.
go back to reference Hiligsmann M, Ethgen O, Richy F, Reginster JY: Utility values associated with osteoporotic fracture: a systematic review of the literature. Calcif Tissue Int. 2008, 82: 288-292.CrossRefPubMed Hiligsmann M, Ethgen O, Richy F, Reginster JY: Utility values associated with osteoporotic fracture: a systematic review of the literature. Calcif Tissue Int. 2008, 82: 288-292.CrossRefPubMed
13.
go back to reference Morin S, Lix LM, Azimaee M, Metge C, Caetano P, Leslie WD: Mortality rates after incident non-traumatic fractures in older men and women. Osteoporos Int. 2011, 22: 2439-2448.CrossRefPubMed Morin S, Lix LM, Azimaee M, Metge C, Caetano P, Leslie WD: Mortality rates after incident non-traumatic fractures in older men and women. Osteoporos Int. 2011, 22: 2439-2448.CrossRefPubMed
14.
go back to reference Morin S, Lix LM, Azimaee M, Metge C, Majumdar SR, Leslie WD: Institutionalization following incident non-traumatic fractures in community-dwelling men and women. Osteoporos Int. 2012, 23: 2381-2386.CrossRefPubMed Morin S, Lix LM, Azimaee M, Metge C, Majumdar SR, Leslie WD: Institutionalization following incident non-traumatic fractures in community-dwelling men and women. Osteoporos Int. 2012, 23: 2381-2386.CrossRefPubMed
15.
go back to reference Burge R, Dawson-Hughes B, Solomon DH, Wong JB, King A, Tosteson A: Incidence and economic burden of osteoporosis-related fractures in the United States, 2005–2025. J Bone Miner Res. 2007, 22: 465-475.CrossRefPubMed Burge R, Dawson-Hughes B, Solomon DH, Wong JB, King A, Tosteson A: Incidence and economic burden of osteoporosis-related fractures in the United States, 2005–2025. J Bone Miner Res. 2007, 22: 465-475.CrossRefPubMed
16.
go back to reference Burge RT, Worley D, Johansen A, Bhattacharyya S, Bose U: The cost of osteoporotic fractures in the UK: Projections for 2000–2020. J Med Econ. 2001, 4: 51-62.CrossRef Burge RT, Worley D, Johansen A, Bhattacharyya S, Bose U: The cost of osteoporotic fractures in the UK: Projections for 2000–2020. J Med Econ. 2001, 4: 51-62.CrossRef
17.
go back to reference Bleibler F, Konnopka A, Benzinger P, Rapp K, König HH: The health burden and costs of incident fractures attributable to osteoporosis from 2010 to 2050 in Germany–a demographic simulation model. Osteoporos Int. 2013, 24: 835-847.CrossRefPubMed Bleibler F, Konnopka A, Benzinger P, Rapp K, König HH: The health burden and costs of incident fractures attributable to osteoporosis from 2010 to 2050 in Germany–a demographic simulation model. Osteoporos Int. 2013, 24: 835-847.CrossRefPubMed
18.
go back to reference Börgstrom F, Sobocki P, Ström O, Jönsson B: The societal burden of osteoporosis in Sweden. Bone. 2007, 40: 1602-1609.CrossRefPubMed Börgstrom F, Sobocki P, Ström O, Jönsson B: The societal burden of osteoporosis in Sweden. Bone. 2007, 40: 1602-1609.CrossRefPubMed
19.
go back to reference Dimai HP, Redlich K, Schneider H, Siebert U, Viernstein H, Mahlich J: Direkte und indirekte Kosten von osteoporotisch bedingten Frakturen in Osterreich [Direct and indirect costs of fractures due to osteoporosis in Austria]. Gesundheitswesen. 2012, 74: e90-e98.PubMed Dimai HP, Redlich K, Schneider H, Siebert U, Viernstein H, Mahlich J: Direkte und indirekte Kosten von osteoporotisch bedingten Frakturen in Osterreich [Direct and indirect costs of fractures due to osteoporosis in Austria]. Gesundheitswesen. 2012, 74: e90-e98.PubMed
20.
go back to reference Schwenkglenks M, Lippuner K, Häuselmann HJ, Szucs TD: A model of osteoporosis impact in Switzerland 2000–2020. Osteoporos Int. 2005, 16 (6): 659-671.CrossRefPubMed Schwenkglenks M, Lippuner K, Häuselmann HJ, Szucs TD: A model of osteoporosis impact in Switzerland 2000–2020. Osteoporos Int. 2005, 16 (6): 659-671.CrossRefPubMed
21.
go back to reference Tarride JE, Hopkins RB, Leslie WD, Morin S, Adachi JD, Papaioannou A, Bessette L, Brown JP, Goeree R: The burden of illness of osteoporosis in Canada. Osteoporos Int. 2011, 23: 2591-2600.CrossRef Tarride JE, Hopkins RB, Leslie WD, Morin S, Adachi JD, Papaioannou A, Bessette L, Brown JP, Goeree R: The burden of illness of osteoporosis in Canada. Osteoporos Int. 2011, 23: 2591-2600.CrossRef
22.
go back to reference Statistisches Bundesamt [Federal Statistical Office]: Bevölkerung Deutschland bis 2060: Ergebnisse der 12. Koordinierten Bevölkerungsvorausbrechnung [Population in Germany up to the Year 2060: Results of the 12th Coordinated Projection of Population]. 2009, Wiesbaden (Germany): Federal Statistical Office Statistisches Bundesamt [Federal Statistical Office]: Bevölkerung Deutschland bis 2060: Ergebnisse der 12. Koordinierten Bevölkerungsvorausbrechnung [Population in Germany up to the Year 2060: Results of the 12th Coordinated Projection of Population]. 2009, Wiesbaden (Germany): Federal Statistical Office
23.
go back to reference Budhia S, Mikyas Y, Tang M, Badamgarav E: Osteoporotic fractures: a systematic review of U.S. healthcare costs and resource utilization. Pharmacoeconomics. 2012, 30: 147-170.CrossRefPubMed Budhia S, Mikyas Y, Tang M, Badamgarav E: Osteoporotic fractures: a systematic review of U.S. healthcare costs and resource utilization. Pharmacoeconomics. 2012, 30: 147-170.CrossRefPubMed
24.
go back to reference Brecht JG, Schädlich PK: Burden of illness imposed by osteoporosis in Germany. HEPAC Health Economics in Prevention and Care. 2000, 1: 26-32.CrossRef Brecht JG, Schädlich PK: Burden of illness imposed by osteoporosis in Germany. HEPAC Health Economics in Prevention and Care. 2000, 1: 26-32.CrossRef
25.
go back to reference Häussler B, Gothe H, Gol D, Glaeske G, Pientka L, Felsenberg D: Epidemiology, treatment and costs of osteoporosis in Germany–the BoneEVA Study. Osteoporos Int. 2007, 18: 77-84.CrossRefPubMed Häussler B, Gothe H, Gol D, Glaeske G, Pientka L, Felsenberg D: Epidemiology, treatment and costs of osteoporosis in Germany–the BoneEVA Study. Osteoporos Int. 2007, 18: 77-84.CrossRefPubMed
26.
go back to reference Konnopka A, Jerusel N, König HH: The health and economic consequences of osteopenia- and osteoporosis-attributable hip fractures in Germany: estimation for 2002 and projection until 2050. Osteoporos Int. 2009, 20: 1117-1129.CrossRefPubMed Konnopka A, Jerusel N, König HH: The health and economic consequences of osteopenia- and osteoporosis-attributable hip fractures in Germany: estimation for 2002 and projection until 2050. Osteoporos Int. 2009, 20: 1117-1129.CrossRefPubMed
27.
go back to reference Bleibler F, Benzinger P, Lehnert T, Becker C, König HH: Cost of fractures in German hospitals - What role does osteoporosis play?. Gesundheitswesen. 2014, 76 (3): 163-168.PubMed Bleibler F, Benzinger P, Lehnert T, Becker C, König HH: Cost of fractures in German hospitals - What role does osteoporosis play?. Gesundheitswesen. 2014, 76 (3): 163-168.PubMed
28.
go back to reference Weyler EJ, Gandjour A: Sozioökonomische bedeutung von hüftfrakturen in deutschland [socioeconomic burden of Hip fractures in germany]. Gesundheitswesen. 2007, 69: 601-606.CrossRefPubMed Weyler EJ, Gandjour A: Sozioökonomische bedeutung von hüftfrakturen in deutschland [socioeconomic burden of Hip fractures in germany]. Gesundheitswesen. 2007, 69: 601-606.CrossRefPubMed
29.
go back to reference Karnon J, Stahl J, Brennan A, Caro JJ, Mar J, Möller J: Modeling using discrete event simulation a report of the ISPOR-SMDM modeling good research practices task force–4. Med Decis Mak. 2012, 32: 701-711.CrossRef Karnon J, Stahl J, Brennan A, Caro JJ, Mar J, Möller J: Modeling using discrete event simulation a report of the ISPOR-SMDM modeling good research practices task force–4. Med Decis Mak. 2012, 32: 701-711.CrossRef
30.
go back to reference Caro JJ, Moller J, Getsios D: Discrete event simulation: the preferred technique for health economic evaluations?. Value Health. 2010, 13: 1056-1060.CrossRefPubMed Caro JJ, Moller J, Getsios D: Discrete event simulation: the preferred technique for health economic evaluations?. Value Health. 2010, 13: 1056-1060.CrossRefPubMed
31.
go back to reference Sobolev B, Sanchez V, Kuramoto L: Health Care Evaluation Using Computer Simulation: Concepts, Methods, and Applications. 2012, New York, Heidelberg, Dordrecht, London: SpringerCrossRef Sobolev B, Sanchez V, Kuramoto L: Health Care Evaluation Using Computer Simulation: Concepts, Methods, and Applications. 2012, New York, Heidelberg, Dordrecht, London: SpringerCrossRef
32.
go back to reference Icks A, Haastert B, Wildner M, Becker C, Meyer G: Trend of hip fracture incidence in Germany 1995–2004: a population-based study. Osteoporos Int. 2008, 19: 1139-1145.CrossRefPubMed Icks A, Haastert B, Wildner M, Becker C, Meyer G: Trend of hip fracture incidence in Germany 1995–2004: a population-based study. Osteoporos Int. 2008, 19: 1139-1145.CrossRefPubMed
33.
go back to reference Kanis J, Johnell O, Oden A, Sernbo I, Redlund-Johnell I, Dawson A, De Laet C, Jonsson B: Long-term risk of osteoporotic fracture in Malmö. Osteoporos Int. 2000, 11: 669-674.CrossRefPubMed Kanis J, Johnell O, Oden A, Sernbo I, Redlund-Johnell I, Dawson A, De Laet C, Jonsson B: Long-term risk of osteoporotic fracture in Malmö. Osteoporos Int. 2000, 11: 669-674.CrossRefPubMed
34.
go back to reference Kanis JA, Johnell O, De Laet C, Johansson H, Oden A, Delmas P, Eisman J, Fujiwara S, Garnero P, Kroger H, McCloskey EV, Mellstrom D, Melton LJ, Pols H, Reeve J, Silman A, Tenenhouse A: A meta-analysis of previous fracture and subsequent fracture risk. Bone. 2004, 35: 375-382.CrossRefPubMed Kanis JA, Johnell O, De Laet C, Johansson H, Oden A, Delmas P, Eisman J, Fujiwara S, Garnero P, Kroger H, McCloskey EV, Mellstrom D, Melton LJ, Pols H, Reeve J, Silman A, Tenenhouse A: A meta-analysis of previous fracture and subsequent fracture risk. Bone. 2004, 35: 375-382.CrossRefPubMed
35.
go back to reference Rapp K, Becker C, Cameron ID, Klenk J, Kleiner A, Bleibler F, König HH, Büchele G: Femoral fracture rates in people with and without disability. Age Ageing. 2012, 41: 653-658.CrossRefPubMed Rapp K, Becker C, Cameron ID, Klenk J, Kleiner A, Bleibler F, König HH, Büchele G: Femoral fracture rates in people with and without disability. Age Ageing. 2012, 41: 653-658.CrossRefPubMed
36.
go back to reference Benzinger P, Becker C, Kerse N, Bleibler F, Büchele G, Icks A, Rapp K: Pelvic fracture rates in community-living people with and without disability and in residents of nursing homes. J Am Med Dir Assoc. 2013, 14: 673-678.CrossRefPubMed Benzinger P, Becker C, Kerse N, Bleibler F, Büchele G, Icks A, Rapp K: Pelvic fracture rates in community-living people with and without disability and in residents of nursing homes. J Am Med Dir Assoc. 2013, 14: 673-678.CrossRefPubMed
37.
go back to reference Lubitz J, Cai L, Kramarow E, Lentzner H: Health, life expectancy, and health care spending among the elderly. N Engl J Med. 2003, 349: 1048-1055.CrossRefPubMed Lubitz J, Cai L, Kramarow E, Lentzner H: Health, life expectancy, and health care spending among the elderly. N Engl J Med. 2003, 349: 1048-1055.CrossRefPubMed
38.
go back to reference Sonnenberg FA, Beck JR: Markov models in medical decision making: a practical guide. Med Decis Making. 1993, 13: 322-338.CrossRefPubMed Sonnenberg FA, Beck JR: Markov models in medical decision making: a practical guide. Med Decis Making. 1993, 13: 322-338.CrossRefPubMed
39.
40.
go back to reference Statistisches Bundesamt [Federal Statistical Office]: Tiefgegliederte Diagnosedaten der Krankenhauspatentinnen und -Patienten 2009 [Deep Stratified Diagnosis-Data from Female and Male Inpatients 2009]. 2011, Wiesbaden (Germany): Federal Statistical Office Statistisches Bundesamt [Federal Statistical Office]: Tiefgegliederte Diagnosedaten der Krankenhauspatentinnen und -Patienten 2009 [Deep Stratified Diagnosis-Data from Female and Male Inpatients 2009]. 2011, Wiesbaden (Germany): Federal Statistical Office
41.
go back to reference Kanis JA, on behalf of the World Health Organization Scientific Group: Assessment of Osteoporosis at the Primary Health-Care Level. 2007, Technical Report. World Health Organization Collaborating Centre for Metabolic Bone Diseases Kanis JA, on behalf of the World Health Organization Scientific Group: Assessment of Osteoporosis at the Primary Health-Care Level. 2007, Technical Report. World Health Organization Collaborating Centre for Metabolic Bone Diseases
42.
go back to reference Einsiedel T, Becker C, Stengel D, Schmelz A, Kramer M, Daxle M, Lechner F, Kinzl L, Gebhard F: Do injuries of the upper extremity in geriatric patients end up in helplessness? A prospective study for the outcome of distal radius and proximal humerus fractures in individuals over 65. Z Gerontol Geriatr. 2006, 39: 451-461.CrossRefPubMed Einsiedel T, Becker C, Stengel D, Schmelz A, Kramer M, Daxle M, Lechner F, Kinzl L, Gebhard F: Do injuries of the upper extremity in geriatric patients end up in helplessness? A prospective study for the outcome of distal radius and proximal humerus fractures in individuals over 65. Z Gerontol Geriatr. 2006, 39: 451-461.CrossRefPubMed
43.
go back to reference Boufous S, Finch C, Close J, Day L, Lord S: Hospital admissions following presentations to emergency departments for a fracture in older people. Inj Prev. 2007, 13: 211-214.CrossRefPubMedPubMedCentral Boufous S, Finch C, Close J, Day L, Lord S: Hospital admissions following presentations to emergency departments for a fracture in older people. Inj Prev. 2007, 13: 211-214.CrossRefPubMedPubMedCentral
44.
go back to reference Finnern HW, Sykes DP: The hospital cost of vertebral fractures in the EU: estimates using national datasets. Osteoporos Int. 2003, 14: 429-436.CrossRefPubMed Finnern HW, Sykes DP: The hospital cost of vertebral fractures in the EU: estimates using national datasets. Osteoporos Int. 2003, 14: 429-436.CrossRefPubMed
45.
go back to reference Cooper C, O’neill T, Silman A: The epidemiology of vertebral fractures. Bone. 1993, 14: 89-97.CrossRef Cooper C, O’neill T, Silman A: The epidemiology of vertebral fractures. Bone. 1993, 14: 89-97.CrossRef
46.
go back to reference Schousboe J, Gourlay M, Fink H, Taylor B, Orwoll E, Barrett-Connor E, Melton L, Cummings S, Ensrud K: Cost-effectiveness of bone densitometry among Caucasian women and men without a prior fracture according to age and body weight. Osteoporos Int. 2013, 24: 163-177.CrossRefPubMed Schousboe J, Gourlay M, Fink H, Taylor B, Orwoll E, Barrett-Connor E, Melton L, Cummings S, Ensrud K: Cost-effectiveness of bone densitometry among Caucasian women and men without a prior fracture according to age and body weight. Osteoporos Int. 2013, 24: 163-177.CrossRefPubMed
47.
go back to reference Looker AC, Wahner HW, Dunn WL, Calvo MS, Harris TB, Heyse SP, Johnston CC, Lindsay R: Updated data on proximal femur bone mineral levels of US adults. Osteoporos Int. 1998, 8: 468-489.CrossRefPubMed Looker AC, Wahner HW, Dunn WL, Calvo MS, Harris TB, Heyse SP, Johnston CC, Lindsay R: Updated data on proximal femur bone mineral levels of US adults. Osteoporos Int. 1998, 8: 468-489.CrossRefPubMed
48.
go back to reference Jerusel N: Analyse und Prognose der Krankheitslast Osteoporose-Attributabler Proximaler Femurfrakturen in Deutschland [Analysis and Prognosis of the Health Burden of Osteoporosis Attributable Proximal Femur Fractures in Germany]. 2009, PhD thesis. University Leipzig (Germany): Health Economics Research Unit Jerusel N: Analyse und Prognose der Krankheitslast Osteoporose-Attributabler Proximaler Femurfrakturen in Deutschland [Analysis and Prognosis of the Health Burden of Osteoporosis Attributable Proximal Femur Fractures in Germany]. 2009, PhD thesis. University Leipzig (Germany): Health Economics Research Unit
49.
go back to reference Podgor MJ, Leske MC: Estimating incidence from age-specific prevalence for irreversible diseases with differential mortality. Stat Med. 1986, 5: 573-578.CrossRefPubMed Podgor MJ, Leske MC: Estimating incidence from age-specific prevalence for irreversible diseases with differential mortality. Stat Med. 1986, 5: 573-578.CrossRefPubMed
50.
go back to reference Statistisches Bundesamt [Federal Statistical Office]: Pflegestatistik 2009 Pflege im Rahmen der Pflegeversicherung Deutschlandergebnisse [Statistics on care 2009. Care in the Context of the Mandatory Care Insurance]. Results from Germany. 2011, Wiesbaden (Germany): Federal Statistical Office Statistisches Bundesamt [Federal Statistical Office]: Pflegestatistik 2009 Pflege im Rahmen der Pflegeversicherung Deutschlandergebnisse [Statistics on care 2009. Care in the Context of the Mandatory Care Insurance]. Results from Germany. 2011, Wiesbaden (Germany): Federal Statistical Office
51.
go back to reference Hiligsmann M, Ethgen O, Bruyere O, Richy F, Gathon HJ, Reginster JY: Development and validation of a Markov microsimulation model for the economic evaluation of treatments in osteoporosis. Value Health. 2009, 12: 687-696.CrossRefPubMed Hiligsmann M, Ethgen O, Bruyere O, Richy F, Gathon HJ, Reginster JY: Development and validation of a Markov microsimulation model for the economic evaluation of treatments in osteoporosis. Value Health. 2009, 12: 687-696.CrossRefPubMed
52.
go back to reference Statistisches Bundesamt [Federal Statistical Office]: Generationensterbetafeln für Deutschland: Modellrechnung für die Geburtenjahrgänge 1871–2004 [Generation Lifetables for Germany: Model Calculation for the Birth Cohorts 1871–2004]. 2006, Wiesbaden (Germany): Federal Statistical Office Statistisches Bundesamt [Federal Statistical Office]: Generationensterbetafeln für Deutschland: Modellrechnung für die Geburtenjahrgänge 1871–2004 [Generation Lifetables for Germany: Model Calculation for the Birth Cohorts 1871–2004]. 2006, Wiesbaden (Germany): Federal Statistical Office
53.
go back to reference Institut für Qualität und Wirtschaftlichkeit im Gesundheitswesen [Institute for Quality and Efficiency in Health Care]: Arbeitspapier Kostenbestimmung Version 1.0 [Working paper cost determination version 1.0]. 2009, Köln (Germany): Institute for Quality and Efficiency in Health Care Institut für Qualität und Wirtschaftlichkeit im Gesundheitswesen [Institute for Quality and Efficiency in Health Care]: Arbeitspapier Kostenbestimmung Version 1.0 [Working paper cost determination version 1.0]. 2009, Köln (Germany): Institute for Quality and Efficiency in Health Care
55.
go back to reference Koopmanschap MA, Rutten FF, Van Ineveld BM, Van Roijen L: The friction cost method for measuring indirect costs of disease. J Health Econ. 1995, 14: 171-189.CrossRefPubMed Koopmanschap MA, Rutten FF, Van Ineveld BM, Van Roijen L: The friction cost method for measuring indirect costs of disease. J Health Econ. 1995, 14: 171-189.CrossRefPubMed
58.
go back to reference Krauth C, Hessel F, Hansmeier T, Wasem J, Seitz R, Schweikert B: Empirical standard costs for health economic evaluation in Germany – a proposal by the working group methods in health economic evaluation. Gesundheitswesen. 2005, 67: 736-746.CrossRefPubMed Krauth C, Hessel F, Hansmeier T, Wasem J, Seitz R, Schweikert B: Empirical standard costs for health economic evaluation in Germany – a proposal by the working group methods in health economic evaluation. Gesundheitswesen. 2005, 67: 736-746.CrossRefPubMed
59.
go back to reference Statistisches Bundesamt [Federal Statistical Office]: Preise - Verbraucherpreisindizes für Deutschland (Lange Reihen ab 1948) [ Prices - Consumer Price Indices for Germany (Long Series from 1948)]. 2013, Wiesbaden (Germany): Federal Statistical Office Statistisches Bundesamt [Federal Statistical Office]: Preise - Verbraucherpreisindizes für Deutschland (Lange Reihen ab 1948) [ Prices - Consumer Price Indices for Germany (Long Series from 1948)]. 2013, Wiesbaden (Germany): Federal Statistical Office
60.
go back to reference AOK Bundesverband [AOK Federal Association]: Krankheitsartenstatistik 2008 [Disease statistic 2008]. 2009, Berlin (Germany): AOK Federal Association AOK Bundesverband [AOK Federal Association]: Krankheitsartenstatistik 2008 [Disease statistic 2008]. 2009, Berlin (Germany): AOK Federal Association
61.
go back to reference Deutsche Rentenversicherung [German statutory pension insurance]: Rehabilitation 2009. 2010, Berlin (Germany): German statutory pension insurance Deutsche Rentenversicherung [German statutory pension insurance]: Rehabilitation 2009. 2010, Berlin (Germany): German statutory pension insurance
62.
go back to reference Bundesministerium für Gesundheit [Federal Ministry of Health]: Drucksache 17/8332 - Fünfter Bericht Über die Entwicklung der Pflegeversicherung und den Stand der Pflegerischen Versorgung in der Bundesrepublik Deutschland [Printed Matter 17/8332- Fifth Report on the Development of the Mandaratory Care Incurance and the Current Status of Nursing Care in the Federal Republic of Germany]. 2012, Berlin (Germany): Federal Ministry of Health Bundesministerium für Gesundheit [Federal Ministry of Health]: Drucksache 17/8332 - Fünfter Bericht Über die Entwicklung der Pflegeversicherung und den Stand der Pflegerischen Versorgung in der Bundesrepublik Deutschland [Printed Matter 17/8332- Fifth Report on the Development of the Mandaratory Care Incurance and the Current Status of Nursing Care in the Federal Republic of Germany]. 2012, Berlin (Germany): Federal Ministry of Health
63.
go back to reference Kreck S, Klaus J, Leidl R, Von Tirpitz C, Konnopka A, Matschinger H, König HH: Cost effectiveness of ibandronate for the prevention of fractures in inflammatory bowel disease-related osteoporosis: cost-utility analysis using a Markov model. Pharmacoeconomics. 2008, 26: 311-328.CrossRefPubMed Kreck S, Klaus J, Leidl R, Von Tirpitz C, Konnopka A, Matschinger H, König HH: Cost effectiveness of ibandronate for the prevention of fractures in inflammatory bowel disease-related osteoporosis: cost-utility analysis using a Markov model. Pharmacoeconomics. 2008, 26: 311-328.CrossRefPubMed
65.
go back to reference van den Berg B, Brouwer WB, Koopmanschap MA: Economic valuation of informal care. An overview of methods and applications. Eur J Health Econ. 2004, 5: 36-45.CrossRefPubMed van den Berg B, Brouwer WB, Koopmanschap MA: Economic valuation of informal care. An overview of methods and applications. Eur J Health Econ. 2004, 5: 36-45.CrossRefPubMed
66.
go back to reference Statistisches Bundesamt [Federal Statistical Office]: Verdienst und Arbeitskosten 2009 [Earning and labour costs 2009]. 2010, Wiesbaden (Germany): Federal Statistical Office Statistisches Bundesamt [Federal Statistical Office]: Verdienst und Arbeitskosten 2009 [Earning and labour costs 2009]. 2010, Wiesbaden (Germany): Federal Statistical Office
68.
go back to reference Luce B, Manning W, Siegel J, Lipscomb J: Estimating costs in cost-effectiveness analysis. Cost-Effectiveness in Health and Medicine. Edited by: Gold M, Siegel J, Russel L, Weinstein M. 1996, New York: Oxford University Press, 176-209. Luce B, Manning W, Siegel J, Lipscomb J: Estimating costs in cost-effectiveness analysis. Cost-Effectiveness in Health and Medicine. Edited by: Gold M, Siegel J, Russel L, Weinstein M. 1996, New York: Oxford University Press, 176-209.
69.
go back to reference Statistisches Bundesamt [Federal Statistical Office]: Mikrozensus Bevölkerung und Erwerbstätigkeit Stand und Entwicklung der Erwertstätigkeit Deutschland 2009 [Microcensus Population and Employment Status quo and developement of employment Germany 2009]. 2010, Wiesbaden (Germany): Federal Statistical Office Statistisches Bundesamt [Federal Statistical Office]: Mikrozensus Bevölkerung und Erwerbstätigkeit Stand und Entwicklung der Erwertstätigkeit Deutschland 2009 [Microcensus Population and Employment Status quo and developement of employment Germany 2009]. 2010, Wiesbaden (Germany): Federal Statistical Office
70.
go back to reference Heckmann M, Kettner A, Rebien K, Vogler-Ludwig K: Unternehmensbefragung im IV. Quartal 2009: Stellenbesetzung in Zeiten der Krise (IAB Kurzbericht 23/2010). 2010, Nürnberg (Germany): [The German Job Vacancy Survey in the IVth quarter of 2009: Staffing in times of crisis (IAB short report 23/2010)] Heckmann M, Kettner A, Rebien K, Vogler-Ludwig K: Unternehmensbefragung im IV. Quartal 2009: Stellenbesetzung in Zeiten der Krise (IAB Kurzbericht 23/2010). 2010, Nürnberg (Germany): [The German Job Vacancy Survey in the IVth quarter of 2009: Staffing in times of crisis (IAB short report 23/2010)]
72.
go back to reference Leicht H, Heinrich S, Heider D, Bachmann C, Bickel H, van den Bussche H, Fuchs A, Luppa M, Maier W, Mösch E, Pentzek M, Rieder-Heller SG, Tebarth F, Werle J, Weyerer S, Wiese B, Zimmermann T, König HH, AgeCoDe study group: Net costs of dementia by disease stage. Acta Psychiatr Scand. 2011, 124: 384-395.CrossRefPubMed Leicht H, Heinrich S, Heider D, Bachmann C, Bickel H, van den Bussche H, Fuchs A, Luppa M, Maier W, Mösch E, Pentzek M, Rieder-Heller SG, Tebarth F, Werle J, Weyerer S, Wiese B, Zimmermann T, König HH, AgeCoDe study group: Net costs of dementia by disease stage. Acta Psychiatr Scand. 2011, 124: 384-395.CrossRefPubMed
73.
go back to reference Briggs A, Claxton K, Sculpher M: Decision Modelling for Health Economic Evaluation. 2006, Oxford: Oxford University Press, 1 Briggs A, Claxton K, Sculpher M: Decision Modelling for Health Economic Evaluation. 2006, Oxford: Oxford University Press, 1
74.
go back to reference Kanis JA, Odén A, McCloskey E, Johansson H, Wahl DA, Cooper C: A systematic review of hip fracture incidence and probability of fracture worldwide. Osteoporos Int. 2012, 23: 2239-2256.CrossRefPubMedPubMedCentral Kanis JA, Odén A, McCloskey E, Johansson H, Wahl DA, Cooper C: A systematic review of hip fracture incidence and probability of fracture worldwide. Osteoporos Int. 2012, 23: 2239-2256.CrossRefPubMedPubMedCentral
75.
go back to reference Hiligsmann M, Bruyere O, Ethgen O, Gathon HJ, Reginster JY: Lifetime absolute risk of hip and other osteoporotic fracture in Belgian women. Bone. 2008, 43: 991-994.CrossRefPubMed Hiligsmann M, Bruyere O, Ethgen O, Gathon HJ, Reginster JY: Lifetime absolute risk of hip and other osteoporotic fracture in Belgian women. Bone. 2008, 43: 991-994.CrossRefPubMed
76.
go back to reference Doherty DA, Sanders KM, Kotowicz MA, Prince RL: Lifetime and five-year age-specific risks of first and subsequent osteoporotic fractures in postmenopausal women. Osteoporos Int. 2001, 12: 16-23.CrossRefPubMed Doherty DA, Sanders KM, Kotowicz MA, Prince RL: Lifetime and five-year age-specific risks of first and subsequent osteoporotic fractures in postmenopausal women. Osteoporos Int. 2001, 12: 16-23.CrossRefPubMed
77.
go back to reference Nayak S, Roberts MS, Greenspan SL: Impact of generic alendronate cost on the cost-effectiveness of osteoporosis screening and treatment. PLoS One. 2012, 7: e32879.CrossRefPubMedPubMedCentral Nayak S, Roberts MS, Greenspan SL: Impact of generic alendronate cost on the cost-effectiveness of osteoporosis screening and treatment. PLoS One. 2012, 7: e32879.CrossRefPubMedPubMedCentral
78.
go back to reference Melton LJ, Chrischilles EA, Cooper C, Lane AW, Riggs BL: How many women have osteoporosis?. J Bone Miner Res. 2005, 20: 886-892.CrossRefPubMed Melton LJ, Chrischilles EA, Cooper C, Lane AW, Riggs BL: How many women have osteoporosis?. J Bone Miner Res. 2005, 20: 886-892.CrossRefPubMed
80.
go back to reference Hiligsmann M, Gathon HJ, Bruyere O, Ethgen O, Rabenda V, Reginster JY: Cost-effectiveness of osteoporosis screening followed by treatment: the impact of medication adherence. Value Health. 2010, 13: 394-401.CrossRefPubMed Hiligsmann M, Gathon HJ, Bruyere O, Ethgen O, Rabenda V, Reginster JY: Cost-effectiveness of osteoporosis screening followed by treatment: the impact of medication adherence. Value Health. 2010, 13: 394-401.CrossRefPubMed
81.
go back to reference Müller D, Pulm J, Gandjour A: Cost-effectiveness of different strategies for selecting and treating individuals at increased risk of osteoporosis or osteopenia: a systematic review. Value Health. 2012, 15: 284-298.CrossRefPubMed Müller D, Pulm J, Gandjour A: Cost-effectiveness of different strategies for selecting and treating individuals at increased risk of osteoporosis or osteopenia: a systematic review. Value Health. 2012, 15: 284-298.CrossRefPubMed
82.
go back to reference Kanis JA, Johnell O, Oden A, Börgstrom F, Zethraeus N, De Laet C, Jönsson B: The risk and burden of vertebral fractures in Sweden. Osteoporos Int. 2004, 15: 20-26.CrossRefPubMed Kanis JA, Johnell O, Oden A, Börgstrom F, Zethraeus N, De Laet C, Jönsson B: The risk and burden of vertebral fractures in Sweden. Osteoporos Int. 2004, 15: 20-26.CrossRefPubMed
83.
go back to reference Klein S, Gothe H, Häussler B, Kless T, Linder R, Schmidt T, Steinle T, Verheyen F, Hadji P: Versorgungsinanspruchnahme und Behandlungskosten bei Osteoporose. Analyse von Krankenkassen-Routinedaten im Rahmen der Bone Evaluation Study (BEST). Osteologie. 2013, 22: 277-282. Klein S, Gothe H, Häussler B, Kless T, Linder R, Schmidt T, Steinle T, Verheyen F, Hadji P: Versorgungsinanspruchnahme und Behandlungskosten bei Osteoporose. Analyse von Krankenkassen-Routinedaten im Rahmen der Bone Evaluation Study (BEST). Osteologie. 2013, 22: 277-282.
84.
go back to reference Heinrich S, Rapp K, Rissmann U, Becker C, König H-H: Service use and costs of incident femoral fractures in nursing home residents in Germany: the Bavarian Fall and Fracture Prevention Project. J Am Med Dir Assoc. 2011, 12: 459-466.CrossRefPubMed Heinrich S, Rapp K, Rissmann U, Becker C, König H-H: Service use and costs of incident femoral fractures in nursing home residents in Germany: the Bavarian Fall and Fracture Prevention Project. J Am Med Dir Assoc. 2011, 12: 459-466.CrossRefPubMed
85.
go back to reference Cooper C, Cole Z, Holroyd C, Earl S, Harvey N, Dennison E, Melton L, Cummings S, Kanis J: Secular trends in the incidence of hip and other osteoporotic fractures. Osteoporos Int. 2011, 22: 1277-1288.CrossRefPubMedPubMedCentral Cooper C, Cole Z, Holroyd C, Earl S, Harvey N, Dennison E, Melton L, Cummings S, Kanis J: Secular trends in the incidence of hip and other osteoporotic fractures. Osteoporos Int. 2011, 22: 1277-1288.CrossRefPubMedPubMedCentral
86.
go back to reference Hadji P, Claus V, Ziller V, Intorcia M, Kostev K, Steinle T: GRAND: the German retrospective cohort analysis on compliance and persistence and the associated risk of fractures in osteoporotic women treated with oral bisphosphonates. Osteoporos Int. 2012, 23: 223-231.CrossRefPubMed Hadji P, Claus V, Ziller V, Intorcia M, Kostev K, Steinle T: GRAND: the German retrospective cohort analysis on compliance and persistence and the associated risk of fractures in osteoporotic women treated with oral bisphosphonates. Osteoporos Int. 2012, 23: 223-231.CrossRefPubMed
87.
go back to reference Hiligsmann M, Kanis JA, Compston J, Cooper C, Flamion B, Bergmann P, Body JJ, Boonen S, Bruyere O, Devogelaer JP, Goemaere S, Kaufman JM, Rozenberg S, Reginster JY: Health technology assessment in osteoporosis. Calcif Tissue Int. 2013, 93 (1): 1-14.CrossRefPubMedPubMedCentral Hiligsmann M, Kanis JA, Compston J, Cooper C, Flamion B, Bergmann P, Body JJ, Boonen S, Bruyere O, Devogelaer JP, Goemaere S, Kaufman JM, Rozenberg S, Reginster JY: Health technology assessment in osteoporosis. Calcif Tissue Int. 2013, 93 (1): 1-14.CrossRefPubMedPubMedCentral
Metadata
Title
Expected lifetime numbers and costs of fractures in postmenopausal women with and without osteoporosis in Germany: a discrete event simulation model
Authors
Florian Bleibler
Kilian Rapp
Andrea Jaensch
Clemens Becker
Hans-Helmut König
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2014
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-14-284

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