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Published in: BMC Health Services Research 1/2007

Open Access 01-12-2007 | Research article

The impact of different rehabilitation strategies after major events in the elderly: the case of stroke and hip fracture in the Tuscany region

Authors: Fabrizio Carinci, Lorenzo Roti, Paolo Francesconi, Rosa Gini, Fabrizio Tediosi, Tania Di Iorio, Simone Bartolacci, Eva Buiatti

Published in: BMC Health Services Research | Issue 1/2007

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Abstract

Background

On a regional level, our aims were to describe rehabilitation patterns for elderly patients with stroke and hip fracture and to investigate mortality risk during the 6-month post acute period.

Methods

Data sources included administrative data relative to patients aged 65+ resident in Tuscany admitted in hospital for stroke or hip fracture between 2001 and 2003, traced up to 3 years before and 6 months following index admission. The study design involves computerized linkage of administrative data, and an exploratory analysis of the association between rehabilitation patterns and 6-month mortality, adjusting for clinical, demographic, and acute-related care characteristics using multivariate Cox regression.

Results

Rehabilitation patterns vary greatly across Tuscany with considerable cost implications. Six month mortality risk for stroke patients is significantly lower among residents of Local Health Authorities where patients are more frequently rehabilitated, specifically in extra-hospital settings.

Conclusion

Our study, targeting two crucial conditions for elderly patients, found a high variability of rehabilitation patterns across a region, albeit coherent between the two pathologies, associated with remarkable differences in average expenditure. Differences in hazard rates for 6-month mortality after stroke at population level were also found. These results need to be confirmed and further investigated through a more robust information framework.
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Literature
1.
go back to reference Guralnik JM, Ferrucci L, Balfour JL, Volpato S, Di Iorio A: Progressive versus catastrophic loss of the ability to walk: implications for the prevention of mobility loss. J Am Geriatr Soc. 2001, 49 (11): 1463-70. 10.1046/j.1532-5415.2001.4911238.x.CrossRef Guralnik JM, Ferrucci L, Balfour JL, Volpato S, Di Iorio A: Progressive versus catastrophic loss of the ability to walk: implications for the prevention of mobility loss. J Am Geriatr Soc. 2001, 49 (11): 1463-70. 10.1046/j.1532-5415.2001.4911238.x.CrossRef
2.
go back to reference Grieve R, Hutton J, Bhalla A, Rastenyte D, Ryglewicz D, Sarti C, Lamassa M, Giroud M, Dundas R, Wolfe CD: A comparison of the costs and survival of hospital-admitted stroke patients across Europe. Stroke. 2001, 32 (7): 1684-91.CrossRef Grieve R, Hutton J, Bhalla A, Rastenyte D, Ryglewicz D, Sarti C, Lamassa M, Giroud M, Dundas R, Wolfe CD: A comparison of the costs and survival of hospital-admitted stroke patients across Europe. Stroke. 2001, 32 (7): 1684-91.CrossRef
3.
go back to reference Marks R, Allegrante JP, Ronald MacKenzie C, Lane JM: Hip fractures among the elderly: causes, consequences and control. Ageing Res Rev. 2003, 2 (1): 57-93. 10.1016/S1568-1637(02)00045-4.CrossRef Marks R, Allegrante JP, Ronald MacKenzie C, Lane JM: Hip fractures among the elderly: causes, consequences and control. Ageing Res Rev. 2003, 2 (1): 57-93. 10.1016/S1568-1637(02)00045-4.CrossRef
4.
go back to reference Bhalla A, Grieve R, Tilling K, Rudd AG, Wolfe CD: BIOMED II European Study of Stroke Care, Older stroke patients in Europe: stroke care and determinants of outcome. Age Ageing. 2004, 33 (6): 618-24. 10.1093/ageing/afh219.CrossRef Bhalla A, Grieve R, Tilling K, Rudd AG, Wolfe CD: BIOMED II European Study of Stroke Care, Older stroke patients in Europe: stroke care and determinants of outcome. Age Ageing. 2004, 33 (6): 618-24. 10.1093/ageing/afh219.CrossRef
5.
go back to reference Cameron I, Crotty M, Currie C, Finnegan T, Gillespie L, Gillespie W, Handoll H, Kurrle S, Madhok R, Murray G, Quinn K, Torgerson D: Geriatric rehabilitation following fractures in older people: a systematic review. Health Technol Assess. 2000, 4 (2): 1-111. i-ivCrossRef Cameron I, Crotty M, Currie C, Finnegan T, Gillespie L, Gillespie W, Handoll H, Kurrle S, Madhok R, Murray G, Quinn K, Torgerson D: Geriatric rehabilitation following fractures in older people: a systematic review. Health Technol Assess. 2000, 4 (2): 1-111. i-ivCrossRef
6.
go back to reference Wolfe CD, Tilling K, Rudd A, Giroud M, Inzitari D: Variations incare and outcome in the first year after stroke: a Western and Central European perspective. J Neurol Neurosurg Psychiatry. 2004, 75 (12): 1702-6. 10.1136/jnnp.2004.039438.CrossRef Wolfe CD, Tilling K, Rudd A, Giroud M, Inzitari D: Variations incare and outcome in the first year after stroke: a Western and Central European perspective. J Neurol Neurosurg Psychiatry. 2004, 75 (12): 1702-6. 10.1136/jnnp.2004.039438.CrossRef
7.
go back to reference Rudd AG, Irwin P, Rutledge Z, Lowe D, Wade DT, Pearson M: Regional variations in stroke care in England, Wales and Northern Ireland: results from the National Sentinel Audit of Stroke. Royal College of Physicians Intercollegiate Stroke Working Party. Clin Rehabil. 2001, 15 (5): 562-72. 10.1191/026921501680425289.CrossRef Rudd AG, Irwin P, Rutledge Z, Lowe D, Wade DT, Pearson M: Regional variations in stroke care in England, Wales and Northern Ireland: results from the National Sentinel Audit of Stroke. Royal College of Physicians Intercollegiate Stroke Working Party. Clin Rehabil. 2001, 15 (5): 562-72. 10.1191/026921501680425289.CrossRef
8.
go back to reference Cameron ID, Kurrle SE: Rehabilitation and older people. Med J Aust. 2002, 177 (7): 387-91.CrossRef Cameron ID, Kurrle SE: Rehabilitation and older people. Med J Aust. 2002, 177 (7): 387-91.CrossRef
9.
go back to reference Hannan EL, Magaziner J, Wang JJ, Eastwood EA, Silberzweig SB, Gilbert M, Morrison RS, McLaughlin MA, Orosz GM, Siu AL: Mortality and locomotion 6 months after hospitalization for hip fracture: risk factors and risk-adjusted hospital outcomes. JAMA. 2001, 285 (21): 2736-42. 10.1001/jama.285.21.2736.CrossRef Hannan EL, Magaziner J, Wang JJ, Eastwood EA, Silberzweig SB, Gilbert M, Morrison RS, McLaughlin MA, Orosz GM, Siu AL: Mortality and locomotion 6 months after hospitalization for hip fracture: risk factors and risk-adjusted hospital outcomes. JAMA. 2001, 285 (21): 2736-42. 10.1001/jama.285.21.2736.CrossRef
10.
go back to reference Ottenbacher KJ, Smith PM, Illig SB, Linn RT, Ostir GV, Granger CV: Trends in length of stay, living setting, functional outcome, and mortality following medical rehabilitation. JAMA. 2004, 292 (14): 1687-95. 10.1001/jama.292.14.1687.CrossRef Ottenbacher KJ, Smith PM, Illig SB, Linn RT, Ostir GV, Granger CV: Trends in length of stay, living setting, functional outcome, and mortality following medical rehabilitation. JAMA. 2004, 292 (14): 1687-95. 10.1001/jama.292.14.1687.CrossRef
11.
go back to reference Megherbi SE, Milan C, Minier D, Couvreur G, Osseby GV, Tilling K, Di Carlo A, Inzitari D, Wolfe CD, Moreau T, Giroud M: European BIOMED Study ofStroke Care Group Association between diabetes and stroke subtype on survival and functional outcome 3 months after stroke: data from the European BIOMED Stroke Project. Stroke. 2003, 34 (3): 688-94. 10.1161/01.STR.0000057975.15221.40.CrossRef Megherbi SE, Milan C, Minier D, Couvreur G, Osseby GV, Tilling K, Di Carlo A, Inzitari D, Wolfe CD, Moreau T, Giroud M: European BIOMED Study ofStroke Care Group Association between diabetes and stroke subtype on survival and functional outcome 3 months after stroke: data from the European BIOMED Stroke Project. Stroke. 2003, 34 (3): 688-94. 10.1161/01.STR.0000057975.15221.40.CrossRef
13.
go back to reference Health Care Financing Administration: International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9-CM). 2005, DHHS Publication No. (PHS) 80–1260 Health Care Financing Administration: International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9-CM). 2005, DHHS Publication No. (PHS) 80–1260
14.
go back to reference Ellekjaer H, Holmen J, Kruger O, Terent A: Identification of incident stroke in Norway: hospital discharge data compared with a population-based stroke register. Stroke. 1999, 30 (1): 56-60.CrossRef Ellekjaer H, Holmen J, Kruger O, Terent A: Identification of incident stroke in Norway: hospital discharge data compared with a population-based stroke register. Stroke. 1999, 30 (1): 56-60.CrossRef
15.
go back to reference Reker DM, Rosen AK, Hoenig H, Berlowitz DR, Laughlin J, Anderson L, Marshall CR, Rittman M: The hazards of stroke case selection using administrative data. Med Care. 2002, 40 (2): 96-104. 10.1097/00005650-200202000-00004.CrossRef Reker DM, Rosen AK, Hoenig H, Berlowitz DR, Laughlin J, Anderson L, Marshall CR, Rittman M: The hazards of stroke case selection using administrative data. Med Care. 2002, 40 (2): 96-104. 10.1097/00005650-200202000-00004.CrossRef
16.
go back to reference Tirschwell DL, Longstreth WT: Validating administrative datain stroke research. Stroke. 2002, 33 (10): 2465-70. 10.1161/01.STR.0000032240.28636.BD.CrossRef Tirschwell DL, Longstreth WT: Validating administrative datain stroke research. Stroke. 2002, 33 (10): 2465-70. 10.1161/01.STR.0000032240.28636.BD.CrossRef
17.
go back to reference Leslie WD, Derksen S, Metge C, Lix LM, Salamon EA, Wood Steiman P, Roos LL: Fracture risk among First Nations people: a retrospective matched cohort study. CMAJ. 2004, 171 (8): 869-73.CrossRef Leslie WD, Derksen S, Metge C, Lix LM, Salamon EA, Wood Steiman P, Roos LL: Fracture risk among First Nations people: a retrospective matched cohort study. CMAJ. 2004, 171 (8): 869-73.CrossRef
18.
go back to reference Elixhauser A, Steiner C, Harris DR, Coffey RM: Comorbidity measures for use with administrative data. Med Care. 1998, 36 (1): 8-27. 10.1097/00005650-199801000-00004.CrossRef Elixhauser A, Steiner C, Harris DR, Coffey RM: Comorbidity measures for use with administrative data. Med Care. 1998, 36 (1): 8-27. 10.1097/00005650-199801000-00004.CrossRef
19.
go back to reference Southern DA, Quan H, Ghali WA: Comparison of the Elixhauser andCharlson/Deyo methods of comorbidity measurement in administrative data. Med Care. 2004, 42 (4): 355-60. 10.1097/01.mlr.0000118861.56848.ee.CrossRef Southern DA, Quan H, Ghali WA: Comparison of the Elixhauser andCharlson/Deyo methods of comorbidity measurement in administrative data. Med Care. 2004, 42 (4): 355-60. 10.1097/01.mlr.0000118861.56848.ee.CrossRef
20.
go back to reference Stukenborg GJ, Wagner DP, Connors AF: Comparison of the performance of two comorbidity measures, with and without information from prior hospitalizations. Med Care. 2001, 39 (7): 727-39. 10.1097/00005650-200107000-00009.CrossRef Stukenborg GJ, Wagner DP, Connors AF: Comparison of the performance of two comorbidity measures, with and without information from prior hospitalizations. Med Care. 2001, 39 (7): 727-39. 10.1097/00005650-200107000-00009.CrossRef
21.
go back to reference Quan H, Parsons GA, Ghali WA: Validity of information on comorbidity derived from ICD-9-CCM administrative data. Med Care. 2002, 40 (8): 675-85. 10.1097/00005650-200208000-00007.CrossRef Quan H, Parsons GA, Ghali WA: Validity of information on comorbidity derived from ICD-9-CCM administrative data. Med Care. 2002, 40 (8): 675-85. 10.1097/00005650-200208000-00007.CrossRef
22.
go back to reference Sterzi R, Micieli G, Candelise L, PROSIT Collaborators: Assessment of regional acute stroke unit care in Italy: the PROSIT study. Cerebrovasc Dis. 2003, 15 (Suppl 1): 16-8. 10.1159/000068210.CrossRef Sterzi R, Micieli G, Candelise L, PROSIT Collaborators: Assessment of regional acute stroke unit care in Italy: the PROSIT study. Cerebrovasc Dis. 2003, 15 (Suppl 1): 16-8. 10.1159/000068210.CrossRef
23.
go back to reference Cox D, Oakes D: Analysis of Survival Data. 1984, London: Chapman and Hall Cox D, Oakes D: Analysis of Survival Data. 1984, London: Chapman and Hall
24.
go back to reference Johnston SC: Combining ecological and individual variables to reduce confounding by indication: case study–subarachnoid hemorrhage treatment. J Clin Epidemiol. 2000, 53 (12): 1236-41. 10.1016/S0895-4356(00)00251-1.CrossRef Johnston SC: Combining ecological and individual variables to reduce confounding by indication: case study–subarachnoid hemorrhage treatment. J Clin Epidemiol. 2000, 53 (12): 1236-41. 10.1016/S0895-4356(00)00251-1.CrossRef
25.
go back to reference STATA Corporation: STATA Reference Manual. Release 8.0, edn. 2003, College Station, Tx: STATA Corporation STATA Corporation: STATA Reference Manual. Release 8.0, edn. 2003, College Station, Tx: STATA Corporation
26.
go back to reference De Luca A, Agabiti N, Fiorelli M, Sacchetti ML, Tancioni V, Picconi O, Cardo S, Guasticchi G: Implementation of a surveillance system for stroke based on administrative and clinical data in the Lazio region (Italy): methodological aspects. Ann Ig. 2003, 15 (3): 207-14.PubMed De Luca A, Agabiti N, Fiorelli M, Sacchetti ML, Tancioni V, Picconi O, Cardo S, Guasticchi G: Implementation of a surveillance system for stroke based on administrative and clinical data in the Lazio region (Italy): methodological aspects. Ann Ig. 2003, 15 (3): 207-14.PubMed
27.
go back to reference Rossini M, Piscitelli P, Fitto F, Camboa P, Angeli A, Guida G, Adami S: Incidence and socioeconomic burden of hip fractures in Italy. Reumatismo. 2005, 57 (2): 97-102.PubMed Rossini M, Piscitelli P, Fitto F, Camboa P, Angeli A, Guida G, Adami S: Incidence and socioeconomic burden of hip fractures in Italy. Reumatismo. 2005, 57 (2): 97-102.PubMed
28.
go back to reference Di Carlo A, Baldereschi M, Gandolfo C, Candelise L, Ghetti A, Maggi S, Scafato E, Carbonin P, Amaducci L, Inzitari D, ILSA Working Group: Stroke in an elderly population: incidence and impact on survival and daily function. The Italian Longitudinal Study on Aging. Cerebrovasc Dis. 2003, 16 (2): 141-50. 10.1159/000070594.CrossRef Di Carlo A, Baldereschi M, Gandolfo C, Candelise L, Ghetti A, Maggi S, Scafato E, Carbonin P, Amaducci L, Inzitari D, ILSA Working Group: Stroke in an elderly population: incidence and impact on survival and daily function. The Italian Longitudinal Study on Aging. Cerebrovasc Dis. 2003, 16 (2): 141-50. 10.1159/000070594.CrossRef
29.
go back to reference Spolaore P, Brocco S, Fedeli U, Visentin C, Schievano E, Avossa F, Milan G, Toso V, Vanuzzo D, Pilotto L, Pessina AC, Bonita R: Measuring accuracy of discharge diagnoses for a region-wide surveillance of hospitalized strokes. Stroke. 2005, 36 (5): 1031-4. 10.1161/01.STR.0000160755.94884.4a. Epub 2005 Mar 24CrossRef Spolaore P, Brocco S, Fedeli U, Visentin C, Schievano E, Avossa F, Milan G, Toso V, Vanuzzo D, Pilotto L, Pessina AC, Bonita R: Measuring accuracy of discharge diagnoses for a region-wide surveillance of hospitalized strokes. Stroke. 2005, 36 (5): 1031-4. 10.1161/01.STR.0000160755.94884.4a. Epub 2005 Mar 24CrossRef
30.
go back to reference Bravata DM, Ho SY, Brass LM, Concato J, Scinto J, Meehan TP: Long-term mortality in cerebrovascular disease. Stroke. 2003, 34 (3): 699-704. 10.1161/01.STR.0000057578.26828.78. Epub 2003 Feb 20CrossRef Bravata DM, Ho SY, Brass LM, Concato J, Scinto J, Meehan TP: Long-term mortality in cerebrovascular disease. Stroke. 2003, 34 (3): 699-704. 10.1161/01.STR.0000057578.26828.78. Epub 2003 Feb 20CrossRef
31.
go back to reference Shen Q, Cordato D, Chan DK, Hung WT, Karr M: Identifying the determinants of 1-year post-stroke outcomes in elderly patients. Acta Neurol Scand. 2006, 113 (2): 114-20. 10.1111/j.1600-0404.2005.00542.x.CrossRef Shen Q, Cordato D, Chan DK, Hung WT, Karr M: Identifying the determinants of 1-year post-stroke outcomes in elderly patients. Acta Neurol Scand. 2006, 113 (2): 114-20. 10.1111/j.1600-0404.2005.00542.x.CrossRef
32.
go back to reference Roche JJ, Wenn RT, Sahota O, Moran CG: Effect of comorbidities and postoperative complications on mortality after hip fracture in elderly people: prospective observational cohort study. BMJ. 2005, 331 (7529): 1374-10.1136/bmj.38643.663843.55.CrossRef Roche JJ, Wenn RT, Sahota O, Moran CG: Effect of comorbidities and postoperative complications on mortality after hip fracture in elderly people: prospective observational cohort study. BMJ. 2005, 331 (7529): 1374-10.1136/bmj.38643.663843.55.CrossRef
33.
go back to reference Jiang HX, Majumdar SR, Dick DA, Moreau M, Raso J, Otto DD, Johnston DW: Development and initial validation of a risk score for predicting in-hospital and 1-year mortality in patients with hip fractures. J Bone Miner Res. 2005, 20 (3): 494-500. 10.1359/JBMR.041133.CrossRef Jiang HX, Majumdar SR, Dick DA, Moreau M, Raso J, Otto DD, Johnston DW: Development and initial validation of a risk score for predicting in-hospital and 1-year mortality in patients with hip fractures. J Bone Miner Res. 2005, 20 (3): 494-500. 10.1359/JBMR.041133.CrossRef
34.
go back to reference Stroke Unit Trialists' Collaboration: Collaborative systematic review of the randomised trials of organised inpatient (stroke unit) care after stroke. BMJ. 1997, 314 (7088): 1151-9.CrossRef Stroke Unit Trialists' Collaboration: Collaborative systematic review of the randomised trials of organised inpatient (stroke unit) care after stroke. BMJ. 1997, 314 (7088): 1151-9.CrossRef
35.
go back to reference Candelise L, Gattinoni M, Bersano A, Micieli G, Sterzi R, Morabito A, PROSIT Study Group: Stroke-unit care for acute stroke patients: an observational follow-up study. Lancet. 369 (9558): 299-305. 10.1016/S0140-6736(07)60152-4. 2007 Jan 27 Candelise L, Gattinoni M, Bersano A, Micieli G, Sterzi R, Morabito A, PROSIT Study Group: Stroke-unit care for acute stroke patients: an observational follow-up study. Lancet. 369 (9558): 299-305. 10.1016/S0140-6736(07)60152-4. 2007 Jan 27
36.
go back to reference Casaletto JA, Gatt R: Post-operative mortality related to waiting time for hip fracture surgery. Injury. 2004, 35 (2): 114-20. 10.1016/S0020-1383(03)00210-9.CrossRef Casaletto JA, Gatt R: Post-operative mortality related to waiting time for hip fracture surgery. Injury. 2004, 35 (2): 114-20. 10.1016/S0020-1383(03)00210-9.CrossRef
37.
go back to reference Franzo A, Francescutti C, Simon G: Risk factors correlated with post-operative mortality for hip fracture surgery in the elderly: a population-based approach. Eur J Epidemiol. 2005, 20 (12): 985-91. 10.1007/s10654-005-4280-9.CrossRef Franzo A, Francescutti C, Simon G: Risk factors correlated with post-operative mortality for hip fracture surgery in the elderly: a population-based approach. Eur J Epidemiol. 2005, 20 (12): 985-91. 10.1007/s10654-005-4280-9.CrossRef
Metadata
Title
The impact of different rehabilitation strategies after major events in the elderly: the case of stroke and hip fracture in the Tuscany region
Authors
Fabrizio Carinci
Lorenzo Roti
Paolo Francesconi
Rosa Gini
Fabrizio Tediosi
Tania Di Iorio
Simone Bartolacci
Eva Buiatti
Publication date
01-12-2007
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2007
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-7-95

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