Skip to main content
Top
Published in: BMC Health Services Research 1/2012

Open Access 01-12-2012 | Research article

Factors associated with the utilization and costs of health and social services in frail elderly patients

Authors: Sari Kehusmaa, Ilona Autti-Rämö, Hans Helenius, Katariina Hinkka, Maria Valaste, Pekka Rissanen

Published in: BMC Health Services Research | Issue 1/2012

Login to get access

Abstract

Background

Universal access is one of the major aims in public health and social care. Services should be provided on the basis of individual needs. However, municipal autonomy and the fragmentation of services may jeopardize universal access and lead to variation between municipalities in the delivery of services. This paper aims to identify patient-level characteristics and municipality-level service patterns that may have an influence on the use and costs of health and social services of frail elderly patients.

Methods

Hierarchical analysis was applied to estimate the effects of patient and municipality-level variables on services utilization.

Results

The variation in the use of health care services was entirely due to patient-related variables, whereas in the social services, 9% of the variation was explained by the municipality-level and 91% by the patient-level characteristics. Health-related quality of life explained a major part of variation in the costs of health care services. Those who had reported improvement in their health status during the preceding year were more frequent users of social care services. Low informal support, poor functional status and poor instrumental activities of daily living, living at a residential home, and living alone were associated with higher social services expenditure.

Conclusions

The results of this study showed municipality-level variation in the utilization of social services, whereas health care services provided for frail elderly people seem to be highly equitable across municipalities.
Another important finding was that the utilization of social and health services were connected. Those who reported improvement in their health status during the preceding year were more frequently also using social services. This result suggests that if municipalities continue to limit the provision of support services only for those who are in the highest need, this saving in the social sector may, in the long run, result in increased costs of health care.
Literature
2.
go back to reference Willberg M, Valtonen H: Sosiaali- jaterveysministeriö: A comparison of the Nordic health care funding and service system. 2007, Sosiaali- jaterveysministeriö, Helsinki Willberg M, Valtonen H: Sosiaali- jaterveysministeriö: A comparison of the Nordic health care funding and service system. 2007, Sosiaali- jaterveysministeriö, Helsinki
3.
go back to reference National framework for high-quality services for older people. 2008, Ministry of Social Affairs and Health publications, Helsinki, 55. National framework for high-quality services for older people. 2008, Ministry of Social Affairs and Health publications, Helsinki, 55.
4.
go back to reference Andersen RM, McCutcheon A, Aday LA, Chiu GY, Bell R: Exploring dimensions of access to medical care. Health Serv Res. 1983, 18 (1): 49-74.PubMedPubMedCentral Andersen RM, McCutcheon A, Aday LA, Chiu GY, Bell R: Exploring dimensions of access to medical care. Health Serv Res. 1983, 18 (1): 49-74.PubMedPubMedCentral
5.
go back to reference Andersen RM: National health surveys and the behavioral model of health services use. Med Care. 2008, 46 (7): 647-653. 10.1097/MLR.0b013e31817a835d.CrossRefPubMed Andersen RM: National health surveys and the behavioral model of health services use. Med Care. 2008, 46 (7): 647-653. 10.1097/MLR.0b013e31817a835d.CrossRefPubMed
6.
go back to reference Wolinsky FD, Johnson RJ: The use of health services by older adults. J Gerontol. 1991, 46 (6): 345-357.CrossRef Wolinsky FD, Johnson RJ: The use of health services by older adults. J Gerontol. 1991, 46 (6): 345-357.CrossRef
7.
go back to reference Bass DM, Noelker LS: The influence of family caregivers on elder's use of in-home services: An expanded conceptual framework. J Health Soc Behav. 1987, 28 (2): 184-196. 10.2307/2137131.CrossRefPubMed Bass DM, Noelker LS: The influence of family caregivers on elder's use of in-home services: An expanded conceptual framework. J Health Soc Behav. 1987, 28 (2): 184-196. 10.2307/2137131.CrossRefPubMed
8.
go back to reference Gaugler J, Kane R: Family care for older adults with disabilities: Toward more targeted and interpretable research. Int J Aging Hum Dev. 2002, 54 (3): 205-10.2190/FACK-QE61-Y2J8-5L68. ReviewCrossRefPubMed Gaugler J, Kane R: Family care for older adults with disabilities: Toward more targeted and interpretable research. Int J Aging Hum Dev. 2002, 54 (3): 205-10.2190/FACK-QE61-Y2J8-5L68. ReviewCrossRefPubMed
9.
go back to reference Iecovich E, Biderman A: Use of adult day care centers: Do they offset utilization of health care services?. Gerontologist. 2012: -10.1093/geront/gns036. Mar 15 Iecovich E, Biderman A: Use of adult day care centers: Do they offset utilization of health care services?. Gerontologist. 2012: -10.1093/geront/gns036. Mar 15
10.
go back to reference Kunst AE, Bos V, Lahelma E, Bartley M, Lissau I, Regidor E, et al: Trends in socioeconomic inequalities in self-assessed health in 10 european countries. Int J Epidemiol. 2005, 34 (2): 295-305. 10.1093/ije/dyh342.CrossRefPubMed Kunst AE, Bos V, Lahelma E, Bartley M, Lissau I, Regidor E, et al: Trends in socioeconomic inequalities in self-assessed health in 10 european countries. Int J Epidemiol. 2005, 34 (2): 295-305. 10.1093/ije/dyh342.CrossRefPubMed
11.
go back to reference Graham H: Understanding health inequalities. . Edited by: Graham H. 2009, McGraw Hill/Open University Press, Maidenhead, 2 Graham H: Understanding health inequalities. . Edited by: Graham H. 2009, McGraw Hill/Open University Press, Maidenhead, 2
12.
go back to reference Wilkinson RG, Marmot MG: Social determinants of health. Edited by: Wilkinson RG, Marmot MG. 2006, Oxford University Press, Oxford, 2 Wilkinson RG, Marmot MG: Social determinants of health. Edited by: Wilkinson RG, Marmot MG. 2006, Oxford University Press, Oxford, 2
13.
go back to reference Palosuo H: Health inequalities in Finland: Trends in socioeconomic health differences 1980–2005. 2009, Ministry of Social Affairs and Health, Helsinki Palosuo H: Health inequalities in Finland: Trends in socioeconomic health differences 1980–2005. 2009, Ministry of Social Affairs and Health, Helsinki
14.
go back to reference Saarela TM, Finne-Soveri H, Liedenpohja AM, Noro A: Comparing psychogeriatric units to ordinary long-term care units - are there differences in case-mix or clinical symptoms?Nord J. Psychiatry. 2008, 62 (1): 32-38. Saarela TM, Finne-Soveri H, Liedenpohja AM, Noro A: Comparing psychogeriatric units to ordinary long-term care units - are there differences in case-mix or clinical symptoms?Nord J. Psychiatry. 2008, 62 (1): 32-38.
15.
go back to reference Wolinsky FD, Mahncke HW, Kosinski M, Unverzagt FW, Smith DM, Jones RN, et al: The ACTIVE cognitive training trial and predicted medical expenditures. BMC Health Serv Res. 2009, 9: 109-10.1186/1472-6963-9-109.CrossRefPubMedPubMedCentral Wolinsky FD, Mahncke HW, Kosinski M, Unverzagt FW, Smith DM, Jones RN, et al: The ACTIVE cognitive training trial and predicted medical expenditures. BMC Health Serv Res. 2009, 9: 109-10.1186/1472-6963-9-109.CrossRefPubMedPubMedCentral
16.
go back to reference Hakkinen U, Martikainen P, Noro A, Nihtila E, Peltola M: Aging, health expenditure, proximity to death, and income in Finland. Health Econ Policy Law. 2008, 3 (Pt 2): 165-95.PubMed Hakkinen U, Martikainen P, Noro A, Nihtila E, Peltola M: Aging, health expenditure, proximity to death, and income in Finland. Health Econ Policy Law. 2008, 3 (Pt 2): 165-95.PubMed
17.
go back to reference Laine J, Linna M, Noro A, Hakkinen U: The cost efficiency and clinical quality of institutional long-term care for the elderly. Health Care ManagSci. 2005, 8 (2): 149-56. 10.1007/s10729-005-0397-3. Laine J, Linna M, Noro A, Hakkinen U: The cost efficiency and clinical quality of institutional long-term care for the elderly. Health Care ManagSci. 2005, 8 (2): 149-56. 10.1007/s10729-005-0397-3.
18.
go back to reference Skarupski KA, McCann JJ, Bienias JL, Wolinsky FD, Aggarwal NT, Evans DA: Use of home-based formal services by adult day care clients with alzheimer's disease. Home Health Care Serv Q. 2008, 27 (3): 217-39. 10.1080/01621420802320009.CrossRefPubMedPubMedCentral Skarupski KA, McCann JJ, Bienias JL, Wolinsky FD, Aggarwal NT, Evans DA: Use of home-based formal services by adult day care clients with alzheimer's disease. Home Health Care Serv Q. 2008, 27 (3): 217-39. 10.1080/01621420802320009.CrossRefPubMedPubMedCentral
19.
go back to reference Sandberg M, Kristensson J, Midlov P, Fagerstrom C, Jakobsson U: Prevalence and predictors of healthcare utilization among older people (60+): Focusing on ADL dependency and risk of depression. Arch Gerontol Geriatr. 2012, 54 (3): e349-63. 10.1016/j.archger.2012.02.006.CrossRefPubMed Sandberg M, Kristensson J, Midlov P, Fagerstrom C, Jakobsson U: Prevalence and predictors of healthcare utilization among older people (60+): Focusing on ADL dependency and risk of depression. Arch Gerontol Geriatr. 2012, 54 (3): e349-63. 10.1016/j.archger.2012.02.006.CrossRefPubMed
20.
go back to reference McIntyre D, Mooney GH: The economics of health equity. Edited by: McIntyre D, Mooney GH. 2007, Cambridge University Press, CambridgeCrossRef McIntyre D, Mooney GH: The economics of health equity. Edited by: McIntyre D, Mooney GH. 2007, Cambridge University Press, CambridgeCrossRef
21.
go back to reference Hinkka K, Karppi SL, Aaltonen T, Ollonqvist K, Gronlund R, Salmelainen U, et al: A network-based geriatric rehabilitation programme: Study design and baseline characteristics of the patients. Int J Rehabil Res. 2006, 29 (2): 97-103. 10.1097/01.mrr.0000194392.18655.49.CrossRefPubMed Hinkka K, Karppi SL, Aaltonen T, Ollonqvist K, Gronlund R, Salmelainen U, et al: A network-based geriatric rehabilitation programme: Study design and baseline characteristics of the patients. Int J Rehabil Res. 2006, 29 (2): 97-103. 10.1097/01.mrr.0000194392.18655.49.CrossRefPubMed
22.
go back to reference Kehusmaa S, Autti-Ramo I, Valaste M, Hinkka K, Rissanen P: Economic evaluation of a geriatric rehabilitation programme: A randomized controlled trial. J Rehabil Med. 2010, 42 (10): 949-55. 10.2340/16501977-0623.CrossRefPubMed Kehusmaa S, Autti-Ramo I, Valaste M, Hinkka K, Rissanen P: Economic evaluation of a geriatric rehabilitation programme: A randomized controlled trial. J Rehabil Med. 2010, 42 (10): 949-55. 10.2340/16501977-0623.CrossRefPubMed
23.
go back to reference Hujanen T: Terveydenhuollon yksikkökustannukset suomessa vuonna 2001. (unit cost of health care service in Finland 2001). 2003, Stakes, Helsinki, Finland, Report No.: Themes 1 Hujanen T: Terveydenhuollon yksikkökustannukset suomessa vuonna 2001. (unit cost of health care service in Finland 2001). 2003, Stakes, Helsinki, Finland, Report No.: Themes 1
24.
go back to reference Granger C, Hamilton B, Keith R, Zielezny M, Sherwin F: Advances in functional assessment for medical rehabilitation. Topics Geriatr Rehab . 1986, 1: 59-74.CrossRef Granger C, Hamilton B, Keith R, Zielezny M, Sherwin F: Advances in functional assessment for medical rehabilitation. Topics Geriatr Rehab . 1986, 1: 59-74.CrossRef
25.
go back to reference Yesavage JA, Brink TL, Rose TL, Lum O, Huang V, Adey M, et al: Development and validation of a geriatric depression screening scale: A preliminary report. J Psychiatr Res. 1982–1983, 17 (1): 37-49. 10.1016/0022-3956(82)90033-4.CrossRef Yesavage JA, Brink TL, Rose TL, Lum O, Huang V, Adey M, et al: Development and validation of a geriatric depression screening scale: A preliminary report. J Psychiatr Res. 1982–1983, 17 (1): 37-49. 10.1016/0022-3956(82)90033-4.CrossRef
26.
go back to reference Folstein MF, Folstein SE, McHugh PR: Mini-mental state. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975, 12 (3): 189-98. 10.1016/0022-3956(75)90026-6.CrossRefPubMed Folstein MF, Folstein SE, McHugh PR: Mini-mental state. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975, 12 (3): 189-98. 10.1016/0022-3956(75)90026-6.CrossRefPubMed
28.
go back to reference Sintonen H: An approach to measuring and valuing health states. SocSci Med [Med Econ]. 1981, 15 (2): 55-65. Jun Sintonen H: An approach to measuring and valuing health states. SocSci Med [Med Econ]. 1981, 15 (2): 55-65. Jun
29.
go back to reference Goldstein H: Multilevel statistical models. 2003, Arnold, London, 3 Goldstein H: Multilevel statistical models. 2003, Arnold, London, 3
30.
go back to reference Twisk JWR: Applied multilevel analysis: A practical guide. 2006, Cambridge University Press, CambridgeCrossRef Twisk JWR: Applied multilevel analysis: A practical guide. 2006, Cambridge University Press, CambridgeCrossRef
31.
go back to reference Viitanen TK: cartographer. Informal elderly care and female labour force participation across europe [map]. 2005, , Brussels Viitanen TK: cartographer. Informal elderly care and female labour force participation across europe [map]. 2005, , Brussels
32.
go back to reference Landi F, Onder G, Russo A, Tabaccanti S, Rollo R, Federici S, et al: A new model of integrated home care for the elderly: Impact on hospital use. J Clin Epidemiol. 2001, 54 (9): 968-70. 10.1016/S0895-4356(01)00366-3.CrossRefPubMed Landi F, Onder G, Russo A, Tabaccanti S, Rollo R, Federici S, et al: A new model of integrated home care for the elderly: Impact on hospital use. J Clin Epidemiol. 2001, 54 (9): 968-70. 10.1016/S0895-4356(01)00366-3.CrossRefPubMed
33.
go back to reference Vedel I, De Stampa M, Bergman H, Ankri J, Cassou B, Mauriat C, et al: A novel model of integrated care for the elderly: COPA, coordination of professional care for the elderly. Aging Clin Exp Res. 2009, 21 (6): 414-23.CrossRefPubMed Vedel I, De Stampa M, Bergman H, Ankri J, Cassou B, Mauriat C, et al: A novel model of integrated care for the elderly: COPA, coordination of professional care for the elderly. Aging Clin Exp Res. 2009, 21 (6): 414-23.CrossRefPubMed
34.
go back to reference Wiley-Exley E, Domino ME, Maxwell J, Levkoff SE: Cost-effectiveness of integrated care for elderly depressed patients in the PRISM-E study. J Ment Health Policy Econ. 2009, 12 (4): 205-13.PubMed Wiley-Exley E, Domino ME, Maxwell J, Levkoff SE: Cost-effectiveness of integrated care for elderly depressed patients in the PRISM-E study. J Ment Health Policy Econ. 2009, 12 (4): 205-13.PubMed
35.
go back to reference Johri M, Beland F, Bergman H: International experiments in integrated care for the elderly: A synthesis of the evidence. Int J Geriatr Psychiatry. 2003, 18 (3): 222-35. 10.1002/gps.819.CrossRefPubMed Johri M, Beland F, Bergman H: International experiments in integrated care for the elderly: A synthesis of the evidence. Int J Geriatr Psychiatry. 2003, 18 (3): 222-35. 10.1002/gps.819.CrossRefPubMed
36.
go back to reference Di Pollina L, Gillabert C, Kossovsky M: Integrated care systems for elderly people. Rev Med Suisse. 2008, 4 (172): 2044-7.PubMed Di Pollina L, Gillabert C, Kossovsky M: Integrated care systems for elderly people. Rev Med Suisse. 2008, 4 (172): 2044-7.PubMed
37.
go back to reference Ouwens M, Wollersheim H, Hermens R, Hulscher M, Grol R: Integrated care programmes for chronically ill patients: A review of systematic reviews. Int J Qual Health Care. 2005, 17 (2): 141-6. 10.1093/intqhc/mzi016.CrossRefPubMed Ouwens M, Wollersheim H, Hermens R, Hulscher M, Grol R: Integrated care programmes for chronically ill patients: A review of systematic reviews. Int J Qual Health Care. 2005, 17 (2): 141-6. 10.1093/intqhc/mzi016.CrossRefPubMed
38.
go back to reference Kajantie M, Manderbacka K, McCallum A, Notkola IL, Arffman M, Forssas E: How to carry out register-based health services research in Finland? Compiling complex study data in the REDD project. 2006, Stakes, Helsinki, Finland, Report No.: Discussion Papers 1/2006 Kajantie M, Manderbacka K, McCallum A, Notkola IL, Arffman M, Forssas E: How to carry out register-based health services research in Finland? Compiling complex study data in the REDD project. 2006, Stakes, Helsinki, Finland, Report No.: Discussion Papers 1/2006
Metadata
Title
Factors associated with the utilization and costs of health and social services in frail elderly patients
Authors
Sari Kehusmaa
Ilona Autti-Rämö
Hans Helenius
Katariina Hinkka
Maria Valaste
Pekka Rissanen
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2012
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-12-204

Other articles of this Issue 1/2012

BMC Health Services Research 1/2012 Go to the issue