Skip to main content
Top
Published in: Health and Quality of Life Outcomes 1/2011

Open Access 01-12-2011 | Research

Multimorbidity and health-related quality of life in the older population: results from the German KORA-Age study

Authors: Matthias Hunger, Barbara Thorand, Michaela Schunk, Angela Döring, Petra Menn, Annette Peters, Rolf Holle

Published in: Health and Quality of Life Outcomes | Issue 1/2011

Login to get access

Abstract

Background

Multimorbidity in the older population is well acknowledged to negatively affect health-related quality of life (HRQL). Several studies have examined the independent effects of single diseases; however, little research has focused on interaction between diseases. The purpose of this study was to assess the impact of six self-reported major conditions and their combinations on HRQL measured by the EQ-5D.

Methods

The EQ-5D was administered in the population-based KORA-Age study of 4,565 Germans aged 65 years or older. A generalised additive regression model was used to assess the effects of chronic conditions on HRQL and to account for the nonlinear associations with age and body mass index (BMI). Disease interactions were identified by a forward variable selection method.

Results

The conditions with the greatest negative impact on the EQ-5D index were the history of a stroke (regression coefficient -11.3, p < 0.0001) and chronic bronchitis (regression coefficient -8.1, p < 0.0001). Patients with both diabetes and coronary disorders showed more impaired HRQL than could be expected from their separate effects (coefficient of interaction term -8.1, p < 0.0001). A synergistic effect on HRQL was also found for the combination of coronary disorders and stroke. The effect of BMI on the mean EQ-5D index was inverse U-shaped with a maximum at around 24.8 kg/m2.

Conclusions

There are important interactions between coronary problems, diabetes mellitus, and the history of a stroke that negatively affect HRQL in the older German population. Not only high but also low BMI is associated with impairments in health status.
Appendix
Available only for authorised users
Literature
1.
go back to reference Schram MT, Frijters D, van de Lisdonk EH, Ploemacher J, de Craen AJ, de Waal MW, van Rooij FJ, Heeringa J, Hofman A, Deeg DJ, et al.: Setting and registry characteristics affect the prevalence and nature of multimorbidity in the elderly. J Clin Epidemiol 2008,61(11):1104–1112. 10.1016/j.jclinepi.2007.11.021PubMedCrossRef Schram MT, Frijters D, van de Lisdonk EH, Ploemacher J, de Craen AJ, de Waal MW, van Rooij FJ, Heeringa J, Hofman A, Deeg DJ, et al.: Setting and registry characteristics affect the prevalence and nature of multimorbidity in the elderly. J Clin Epidemiol 2008,61(11):1104–1112. 10.1016/j.jclinepi.2007.11.021PubMedCrossRef
2.
go back to reference Fortin M, Hudon C, Haggerty J, Akker M, Almirall J: Prevalence estimates of multimorbidity: a comparative study of two sources. BMC Health Serv Res 2010, 10: 111. 10.1186/1472-6963-10-111PubMedCentralPubMedCrossRef Fortin M, Hudon C, Haggerty J, Akker M, Almirall J: Prevalence estimates of multimorbidity: a comparative study of two sources. BMC Health Serv Res 2010, 10: 111. 10.1186/1472-6963-10-111PubMedCentralPubMedCrossRef
3.
go back to reference Fortin M, Lapointe L, Hudon C, Vanasse A, Ntetu AL, Maltais D: Multimorbidity and quality of life in primary care: a systematic review. Health Qual Life Outcomes 2004, 2: 51. 10.1186/1477-7525-2-51PubMedCentralPubMedCrossRef Fortin M, Lapointe L, Hudon C, Vanasse A, Ntetu AL, Maltais D: Multimorbidity and quality of life in primary care: a systematic review. Health Qual Life Outcomes 2004, 2: 51. 10.1186/1477-7525-2-51PubMedCentralPubMedCrossRef
4.
go back to reference Greiner W, Weijnen T, Nieuwenhuizen M, Oppe S, Badia X, Busschbach J, Buxton M, Dolan P, Kind P, Krabbe P, et al.: A single European currency for EQ-5D health states. Results from a six-country study. Eur J Health Econ 2003,4(3):222–231. 10.1007/s10198-003-0182-5PubMedCrossRef Greiner W, Weijnen T, Nieuwenhuizen M, Oppe S, Badia X, Busschbach J, Buxton M, Dolan P, Kind P, Krabbe P, et al.: A single European currency for EQ-5D health states. Results from a six-country study. Eur J Health Econ 2003,4(3):222–231. 10.1007/s10198-003-0182-5PubMedCrossRef
5.
go back to reference Fortin M, Dubois MF, Hudon C, Soubhi H, Almirall J: Multimorbidity and quality of life: a closer look. Health Qual Life Outcomes 2007, 5: 52. 10.1186/1477-7525-5-52PubMedCentralPubMedCrossRef Fortin M, Dubois MF, Hudon C, Soubhi H, Almirall J: Multimorbidity and quality of life: a closer look. Health Qual Life Outcomes 2007, 5: 52. 10.1186/1477-7525-5-52PubMedCentralPubMedCrossRef
6.
go back to reference Heyworth IT, Hazell ML, Linehan MF, Frank TL: How do common chronic conditions affect health-related quality of life? Br J Gen Pract 2009,59(568):e353–358. 10.3399/bjgp09X453990PubMedCentralPubMedCrossRef Heyworth IT, Hazell ML, Linehan MF, Frank TL: How do common chronic conditions affect health-related quality of life? Br J Gen Pract 2009,59(568):e353–358. 10.3399/bjgp09X453990PubMedCentralPubMedCrossRef
7.
go back to reference Hodek JM, Ruhe A, Greiner W: [Multimorbidity and health-related quality of life among elderly persons]. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz 2009,52(12):1188–1201. 10.1007/s00103-009-0974-6PubMedCrossRef Hodek JM, Ruhe A, Greiner W: [Multimorbidity and health-related quality of life among elderly persons]. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz 2009,52(12):1188–1201. 10.1007/s00103-009-0974-6PubMedCrossRef
8.
go back to reference Maddigan SL, Feeny DH, Johnson JA: Health-related quality of life deficits associated with diabetes and comorbidities in a Canadian National Population Health Survey. Qual Life Res 2005,14(5):1311–1320. 10.1007/s11136-004-6640-4PubMedCrossRef Maddigan SL, Feeny DH, Johnson JA: Health-related quality of life deficits associated with diabetes and comorbidities in a Canadian National Population Health Survey. Qual Life Res 2005,14(5):1311–1320. 10.1007/s11136-004-6640-4PubMedCrossRef
9.
go back to reference Rijken M, van Kerkhof M, Dekker J, Schellevis FG: Comorbidity of chronic diseases: effects of disease pairs on physical and mental functioning. Qual Life Res 2005,14(1):45–55. 10.1007/s11136-004-0616-2PubMedCrossRef Rijken M, van Kerkhof M, Dekker J, Schellevis FG: Comorbidity of chronic diseases: effects of disease pairs on physical and mental functioning. Qual Life Res 2005,14(1):45–55. 10.1007/s11136-004-0616-2PubMedCrossRef
10.
go back to reference Saarni SI, Harkanen T, Sintonen H, Suvisaari J, Koskinen S, Aromaa A, Lonnqvist J: The impact of 29 chronic conditions on health-related quality of life: a general population survey in Finland using 15D and EQ-5D. Qual Life Res 2006,15(8):1403–1414. 10.1007/s11136-006-0020-1PubMedCrossRef Saarni SI, Harkanen T, Sintonen H, Suvisaari J, Koskinen S, Aromaa A, Lonnqvist J: The impact of 29 chronic conditions on health-related quality of life: a general population survey in Finland using 15D and EQ-5D. Qual Life Res 2006,15(8):1403–1414. 10.1007/s11136-006-0020-1PubMedCrossRef
11.
go back to reference Saarni SI, Suvisaari J, Sintonen H, Koskinen S, Harkanen T, Lonnqvist J: The health-related quality-of-life impact of chronic conditions varied with age in general population. J Clin Epidemiol 2007,60(12):1288–1297.PubMedCrossRef Saarni SI, Suvisaari J, Sintonen H, Koskinen S, Harkanen T, Lonnqvist J: The health-related quality-of-life impact of chronic conditions varied with age in general population. J Clin Epidemiol 2007,60(12):1288–1297.PubMedCrossRef
12.
go back to reference Wang HM, Beyer M, Gensichen J, Gerlach FM: Health-related quality of life among general practice patients with differing chronic diseases in Germany: cross sectional survey. BMC Public Health 2008, 8: 246. 10.1186/1471-2458-8-246PubMedCentralPubMedCrossRef Wang HM, Beyer M, Gensichen J, Gerlach FM: Health-related quality of life among general practice patients with differing chronic diseases in Germany: cross sectional survey. BMC Public Health 2008, 8: 246. 10.1186/1471-2458-8-246PubMedCentralPubMedCrossRef
13.
go back to reference Wee HL, Cheung YB, Loke WC, Tan CB, Chow MH, Li SC, Fong KY, Feeny D, Machin D, Luo N, et al.: The association of body mass index with health-related quality of life: an exploratory study in a multiethnic Asian population. Value Health 2008,11(Suppl 1):S105–114.PubMedCrossRef Wee HL, Cheung YB, Loke WC, Tan CB, Chow MH, Li SC, Fong KY, Feeny D, Machin D, Luo N, et al.: The association of body mass index with health-related quality of life: an exploratory study in a multiethnic Asian population. Value Health 2008,11(Suppl 1):S105–114.PubMedCrossRef
14.
go back to reference Oldridge NB, Stump TE, Nothwehr FK, Clark DO: Prevalence and outcomes of comorbid metabolic and cardiovascular conditions in middle- and older-age adults. J Clin Epidemiol 2001,54(9):928–934. 10.1016/S0895-4356(01)00350-XPubMedCrossRef Oldridge NB, Stump TE, Nothwehr FK, Clark DO: Prevalence and outcomes of comorbid metabolic and cardiovascular conditions in middle- and older-age adults. J Clin Epidemiol 2001,54(9):928–934. 10.1016/S0895-4356(01)00350-XPubMedCrossRef
15.
go back to reference Poljicanin T, Ajdukovic D, Sekerija M, Pibernik-Okanovic M, Metelko Z, Vuletic Mavrinac G: Diabetes mellitus and hypertension have comparable adverse effects on health-related quality of life. BMC Public Health 2010, 10: 12. 10.1186/1471-2458-10-12PubMedCentralPubMedCrossRef Poljicanin T, Ajdukovic D, Sekerija M, Pibernik-Okanovic M, Metelko Z, Vuletic Mavrinac G: Diabetes mellitus and hypertension have comparable adverse effects on health-related quality of life. BMC Public Health 2010, 10: 12. 10.1186/1471-2458-10-12PubMedCentralPubMedCrossRef
16.
go back to reference Wee HL, Cheung YB, Li SC, Fong KY, Thumboo J: The impact of diabetes mellitus and other chronic medical conditions on health-related Quality of Life: is the whole greater than the sum of its parts? Health Qual Life Outcomes 2005, 3: 2. 10.1186/1477-7525-3-2PubMedCentralPubMedCrossRef Wee HL, Cheung YB, Li SC, Fong KY, Thumboo J: The impact of diabetes mellitus and other chronic medical conditions on health-related Quality of Life: is the whole greater than the sum of its parts? Health Qual Life Outcomes 2005, 3: 2. 10.1186/1477-7525-3-2PubMedCentralPubMedCrossRef
17.
go back to reference Sach TH, Barton GR, Doherty M, Muir KR, Jenkinson C, Avery AJ: The relationship between body mass index and health-related quality of life: comparing the EQ-5D, EuroQol VAS and SF-6D. Int J Obes (Lond) 2007,31(1):189–196. 10.1038/sj.ijo.0803365CrossRef Sach TH, Barton GR, Doherty M, Muir KR, Jenkinson C, Avery AJ: The relationship between body mass index and health-related quality of life: comparing the EQ-5D, EuroQol VAS and SF-6D. Int J Obes (Lond) 2007,31(1):189–196. 10.1038/sj.ijo.0803365CrossRef
18.
go back to reference Yan LL, Daviglus ML, Liu K, Pirzada A, Garside DB, Schiffer L, Dyer AR, Greenland P: BMI and health-related quality of life in adults 65 years and older. Obes Res 2004,12(1):69–76. 10.1038/oby.2004.10PubMedCrossRef Yan LL, Daviglus ML, Liu K, Pirzada A, Garside DB, Schiffer L, Dyer AR, Greenland P: BMI and health-related quality of life in adults 65 years and older. Obes Res 2004,12(1):69–76. 10.1038/oby.2004.10PubMedCrossRef
19.
go back to reference Jia H, Lubetkin EI: The impact of obesity on health-related quality-of-life in the general adult US population. J Public Health (Oxf) 2005,27(2):156–164. 10.1093/pubmed/fdi025CrossRef Jia H, Lubetkin EI: The impact of obesity on health-related quality-of-life in the general adult US population. J Public Health (Oxf) 2005,27(2):156–164. 10.1093/pubmed/fdi025CrossRef
20.
go back to reference Soltoft F, Hammer M, Kragh N: The association of body mass index and health-related quality of life in the general population: data from the 2003 Health Survey of England. Qual Life Res 2009,18(10):1293–1299. 10.1007/s11136-009-9541-8PubMedCentralPubMedCrossRef Soltoft F, Hammer M, Kragh N: The association of body mass index and health-related quality of life in the general population: data from the 2003 Health Survey of England. Qual Life Res 2009,18(10):1293–1299. 10.1007/s11136-009-9541-8PubMedCentralPubMedCrossRef
21.
go back to reference World Health Organization Expert Committee on Physical Status: The use and interpretation of anthropometry. World Health Organization. Geneva; 1995. World Health Organization Expert Committee on Physical Status: The use and interpretation of anthropometry. World Health Organization. Geneva; 1995.
22.
go back to reference Kortt MA, Clarke PM: Estimating utility values for health states of overweight and obese individuals using the SF-36. Qual Life Res 2005,14(10):2177–2185. 10.1007/s11136-005-8027-6PubMedCrossRef Kortt MA, Clarke PM: Estimating utility values for health states of overweight and obese individuals using the SF-36. Qual Life Res 2005,14(10):2177–2185. 10.1007/s11136-005-8027-6PubMedCrossRef
23.
go back to reference Cook Z, Kirk S, Lawrenson S, Sandford S: Use of BMI in the assessment of undernutrition in older subjects: reflecting on practice. Proc Nutr Soc 2005,64(3):313–317. 10.1079/PNS2005437PubMedCrossRef Cook Z, Kirk S, Lawrenson S, Sandford S: Use of BMI in the assessment of undernutrition in older subjects: reflecting on practice. Proc Nutr Soc 2005,64(3):313–317. 10.1079/PNS2005437PubMedCrossRef
24.
go back to reference Holle R, Happich M, Lowel H, Wichmann HE: KORA--a research platform for population based health research. Gesundheitswesen 2005,67(Suppl 1):S19–25.PubMedCrossRef Holle R, Happich M, Lowel H, Wichmann HE: KORA--a research platform for population based health research. Gesundheitswesen 2005,67(Suppl 1):S19–25.PubMedCrossRef
25.
go back to reference Lowel H, Doring A, Schneider A, Heier M, Thorand B, Meisinger C: The MONICA Augsburg surveys--basis for prospective cohort studies. Gesundheitswesen 2005,67(Suppl 1):S13–18.PubMedCrossRef Lowel H, Doring A, Schneider A, Heier M, Thorand B, Meisinger C: The MONICA Augsburg surveys--basis for prospective cohort studies. Gesundheitswesen 2005,67(Suppl 1):S13–18.PubMedCrossRef
26.
go back to reference Lacruz ME, Emeny RT, Bickel H, Cramer B, Kurz A, Bidlingmaier M, Huber D, Klug G, Peters A, Ladwig KH: Mental health in the aged: prevalence, covariates and related neuroendocrine, cardiovascular and inflammatory factors of successful aging. BMC Med Res Methodol 2010, 10: 36. 10.1186/1471-2288-10-36PubMedCentralPubMedCrossRef Lacruz ME, Emeny RT, Bickel H, Cramer B, Kurz A, Bidlingmaier M, Huber D, Klug G, Peters A, Ladwig KH: Mental health in the aged: prevalence, covariates and related neuroendocrine, cardiovascular and inflammatory factors of successful aging. BMC Med Res Methodol 2010, 10: 36. 10.1186/1471-2288-10-36PubMedCentralPubMedCrossRef
27.
go back to reference Wood SN: Generalized Additive Models, An Introduction with R. London: Chapman and Hall; 2006. Wood SN: Generalized Additive Models, An Introduction with R. London: Chapman and Hall; 2006.
28.
go back to reference Stollenwerk B, Stock S, Siebert U, Lauterbach KW, Holle R: Uncertainty assessment of input parameters for economic evaluation: Gauss's error propagation, an alternative to established methods. Med Decis Making 2010,30(3):304–313. 10.1177/0272989X09347015PubMedCrossRef Stollenwerk B, Stock S, Siebert U, Lauterbach KW, Holle R: Uncertainty assessment of input parameters for economic evaluation: Gauss's error propagation, an alternative to established methods. Med Decis Making 2010,30(3):304–313. 10.1177/0272989X09347015PubMedCrossRef
29.
go back to reference Horton NJ, SR L: Multiple imputation in Practice: Comparison of Software Packages for Regression Models with Missing Variables. The American Statistician 2001, 55: 244–254. 10.1198/000313001317098266CrossRef Horton NJ, SR L: Multiple imputation in Practice: Comparison of Software Packages for Regression Models with Missing Variables. The American Statistician 2001, 55: 244–254. 10.1198/000313001317098266CrossRef
30.
go back to reference R Development Core Team: R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing; 2010. R Development Core Team: R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing; 2010.
31.
go back to reference Schultz SE, Kopec JA: Impact of chronic conditions. Health Rep 2003,14(4):41–53.PubMed Schultz SE, Kopec JA: Impact of chronic conditions. Health Rep 2003,14(4):41–53.PubMed
32.
go back to reference Smith AW, Reeve BB, Bellizzi KM, Harlan LC, Klabunde CN, Amsellem M, Bierman AS, Hays RD: Cancer, comorbidities, and health-related quality of life of older adults. Health Care Financ Rev 2008,29(4):41–56.PubMedCentralPubMed Smith AW, Reeve BB, Bellizzi KM, Harlan LC, Klabunde CN, Amsellem M, Bierman AS, Hays RD: Cancer, comorbidities, and health-related quality of life of older adults. Health Care Financ Rev 2008,29(4):41–56.PubMedCentralPubMed
33.
go back to reference Cuijpers P, van Lammeren P, Duzijn B: Relation between quality of life and chronic illnesses in elderly living in residential homes: a prospective study. Int Psychogeriatr 1999,11(4):445–454. 10.1017/S1041610299006067PubMedCrossRef Cuijpers P, van Lammeren P, Duzijn B: Relation between quality of life and chronic illnesses in elderly living in residential homes: a prospective study. Int Psychogeriatr 1999,11(4):445–454. 10.1017/S1041610299006067PubMedCrossRef
34.
go back to reference Pittrow D, Stalla GK, Zeiher AM, Silber S, Marz W, Pieper L, Klotsche J, Glaesmer H, Ruf G, Schneider HJ, et al.: [Prevalence, drug treatment and metabolic control of diabetes mellitus in primary care]. Med Klin (Munich) 2006,101(8):635–644. 10.1007/s00063-006-1093-xCrossRef Pittrow D, Stalla GK, Zeiher AM, Silber S, Marz W, Pieper L, Klotsche J, Glaesmer H, Ruf G, Schneider HJ, et al.: [Prevalence, drug treatment and metabolic control of diabetes mellitus in primary care]. Med Klin (Munich) 2006,101(8):635–644. 10.1007/s00063-006-1093-xCrossRef
35.
go back to reference Fried LP, Bandeen-Roche K, Kasper JD, Guralnik JM: Association of comorbidity with disability in older women: the Women's Health and Aging Study. J Clin Epidemiol 1999,52(1):27–37. 10.1016/S0895-4356(98)00124-3PubMedCrossRef Fried LP, Bandeen-Roche K, Kasper JD, Guralnik JM: Association of comorbidity with disability in older women: the Women's Health and Aging Study. J Clin Epidemiol 1999,52(1):27–37. 10.1016/S0895-4356(98)00124-3PubMedCrossRef
36.
go back to reference Hodek JM, Ruhe AK, Greiner W: [Relationship between health-related quality of life and multimorbidity]. Gesundheitswesen 2010,72(8–9):455–465.PubMedCrossRef Hodek JM, Ruhe AK, Greiner W: [Relationship between health-related quality of life and multimorbidity]. Gesundheitswesen 2010,72(8–9):455–465.PubMedCrossRef
37.
go back to reference Speight J, Reaney MD, Barnard KD: Not all roads lead to Rome-a review of quality of life measurement in adults with diabetes. Diabet Med 2009,26(4):315–327. 10.1111/j.1464-5491.2009.02682.xPubMedCrossRef Speight J, Reaney MD, Barnard KD: Not all roads lead to Rome-a review of quality of life measurement in adults with diabetes. Diabet Med 2009,26(4):315–327. 10.1111/j.1464-5491.2009.02682.xPubMedCrossRef
38.
go back to reference Tanne D, Gottlieb S, Hod H, Reicher-Reiss H, Boyko V, Behar S: Incidence and mortality from early stroke associated with acute myocardial infarction in the prethrombolytic and thrombolytic eras. Secondary Prevention Reinfarction Israeli Nifedipine Trial (SPRINT) and Israeli Thrombolytic Survey Groups. J Am Coll Cardiol 1997,30(6):1484–1490. 10.1016/S0735-1097(97)00330-6PubMedCrossRef Tanne D, Gottlieb S, Hod H, Reicher-Reiss H, Boyko V, Behar S: Incidence and mortality from early stroke associated with acute myocardial infarction in the prethrombolytic and thrombolytic eras. Secondary Prevention Reinfarction Israeli Nifedipine Trial (SPRINT) and Israeli Thrombolytic Survey Groups. J Am Coll Cardiol 1997,30(6):1484–1490. 10.1016/S0735-1097(97)00330-6PubMedCrossRef
39.
go back to reference Tung CY, Granger CB, Sloan MA, Topol EJ, Knight JD, Weaver WD, Mahaffey KW, White H, Clapp-Channing N, Simoons ML, et al.: Effects of stroke on medical resource use and costs in acute myocardial infarction. GUSTO I Investigators. Global Utilization of Streptokinase and Tissue Plasminogen Activator for Occluded Coronary Arteries Study. Circulation 1999,99(3):370–376.PubMedCrossRef Tung CY, Granger CB, Sloan MA, Topol EJ, Knight JD, Weaver WD, Mahaffey KW, White H, Clapp-Channing N, Simoons ML, et al.: Effects of stroke on medical resource use and costs in acute myocardial infarction. GUSTO I Investigators. Global Utilization of Streptokinase and Tissue Plasminogen Activator for Occluded Coronary Arteries Study. Circulation 1999,99(3):370–376.PubMedCrossRef
40.
go back to reference Adams RJ, Chimowitz MI, Alpert JS, Awad IA, Cerqueria MD, Fayad P, Taubert KA: Coronary risk evaluation in patients with transient ischemic attack and ischemic stroke: a scientific statement for healthcare professionals from the Stroke Council and the Council on Clinical Cardiology of the American Heart Association/American Stroke Association. Circulation 2003,108(10):1278–1290. 10.1161/01.CIR.0000090444.87006.CFPubMedCrossRef Adams RJ, Chimowitz MI, Alpert JS, Awad IA, Cerqueria MD, Fayad P, Taubert KA: Coronary risk evaluation in patients with transient ischemic attack and ischemic stroke: a scientific statement for healthcare professionals from the Stroke Council and the Council on Clinical Cardiology of the American Heart Association/American Stroke Association. Circulation 2003,108(10):1278–1290. 10.1161/01.CIR.0000090444.87006.CFPubMedCrossRef
41.
go back to reference Solli O, Stavem K, Kristiansen IS: Health-related quality of life in diabetes: The associations of complications with EQ-5D scores. Health Qual Life Outcomes 2010, 8: 18. 10.1186/1477-7525-8-18PubMedCentralPubMedCrossRef Solli O, Stavem K, Kristiansen IS: Health-related quality of life in diabetes: The associations of complications with EQ-5D scores. Health Qual Life Outcomes 2010, 8: 18. 10.1186/1477-7525-8-18PubMedCentralPubMedCrossRef
42.
go back to reference Flicker L, McCaul KA, Hankey GJ, Jamrozik K, Brown WJ, Byles JE, Almeida OP: Body mass index and survival in men and women aged 70 to 75. J Am Geriatr Soc 2010,58(2):234–241. 10.1111/j.1532-5415.2009.02677.xPubMedCrossRef Flicker L, McCaul KA, Hankey GJ, Jamrozik K, Brown WJ, Byles JE, Almeida OP: Body mass index and survival in men and women aged 70 to 75. J Am Geriatr Soc 2010,58(2):234–241. 10.1111/j.1532-5415.2009.02677.xPubMedCrossRef
43.
go back to reference Michelson H, Bolund C, Brandberg Y: Multiple chronic health problems are negatively associated with health related quality of life (HRQoL) irrespective of age. Qual Life Res 2000,9(10):1093–1104. 10.1023/A:1016654621784PubMedCrossRef Michelson H, Bolund C, Brandberg Y: Multiple chronic health problems are negatively associated with health related quality of life (HRQoL) irrespective of age. Qual Life Res 2000,9(10):1093–1104. 10.1023/A:1016654621784PubMedCrossRef
44.
go back to reference Bowling A: Mode of questionnaire administration can have serious effects on data quality. J Public Health (Oxf) 2005,27(3):281–291. 10.1093/pubmed/fdi031CrossRef Bowling A: Mode of questionnaire administration can have serious effects on data quality. J Public Health (Oxf) 2005,27(3):281–291. 10.1093/pubmed/fdi031CrossRef
45.
go back to reference Holle R, Hochadel M, Reitmeir P, Meisinger C, Wichmann HE: Prolonged recruitment efforts in health surveys: effects on response, costs, and potential bias. Epidemiology 2006,17(6):639–643. 10.1097/01.ede.0000239731.86975.7fPubMedCrossRef Holle R, Hochadel M, Reitmeir P, Meisinger C, Wichmann HE: Prolonged recruitment efforts in health surveys: effects on response, costs, and potential bias. Epidemiology 2006,17(6):639–643. 10.1097/01.ede.0000239731.86975.7fPubMedCrossRef
46.
go back to reference Bradford A, Upchurch C, Bass D, Judge K, Snow AL, Wilson N, Kunik ME: Knowledge of documented dementia diagnosis and treatment in veterans and their caregivers. Am J Alzheimers Dis Other Demen 2011,26(2):127–133. 10.1177/1533317510394648PubMedCrossRef Bradford A, Upchurch C, Bass D, Judge K, Snow AL, Wilson N, Kunik ME: Knowledge of documented dementia diagnosis and treatment in veterans and their caregivers. Am J Alzheimers Dis Other Demen 2011,26(2):127–133. 10.1177/1533317510394648PubMedCrossRef
47.
go back to reference Taylor AW, Price K, Gill TK, Adams R, Pilkington R, Carrangis N, Shi Z, Wilson D: Multimorbidity - not just an older person's issue. Results from an Australian biomedical study. BMC Public Health 2010, 10: 718. 10.1186/1471-2458-10-718PubMedCentralPubMedCrossRef Taylor AW, Price K, Gill TK, Adams R, Pilkington R, Carrangis N, Shi Z, Wilson D: Multimorbidity - not just an older person's issue. Results from an Australian biomedical study. BMC Public Health 2010, 10: 718. 10.1186/1471-2458-10-718PubMedCentralPubMedCrossRef
48.
go back to reference Bayliss EA, Ellis JL, Steiner JF: Subjective assessments of comorbidity correlate with quality of life health outcomes: initial validation of a comorbidity assessment instrument. Health Qual Life Outcomes 2005, 3: 51. 10.1186/1477-7525-3-51PubMedCentralPubMedCrossRef Bayliss EA, Ellis JL, Steiner JF: Subjective assessments of comorbidity correlate with quality of life health outcomes: initial validation of a comorbidity assessment instrument. Health Qual Life Outcomes 2005, 3: 51. 10.1186/1477-7525-3-51PubMedCentralPubMedCrossRef
49.
go back to reference Bush TL, Miller SR, Golden AL, Hale WE: Self-report and medical record report agreement of selected medical conditions in the elderly. Am J Public Health 1989,79(11):1554–1556. 10.2105/AJPH.79.11.1554PubMedCentralPubMedCrossRef Bush TL, Miller SR, Golden AL, Hale WE: Self-report and medical record report agreement of selected medical conditions in the elderly. Am J Public Health 1989,79(11):1554–1556. 10.2105/AJPH.79.11.1554PubMedCentralPubMedCrossRef
50.
go back to reference Meisinger C, Schuler A, Lowel H: Postal questionnaires identified hospitalizations for self-reported acute myocardial infarction. J Clin Epidemiol 2004,57(9):989–992. 10.1016/j.jclinepi.2004.01.016PubMedCrossRef Meisinger C, Schuler A, Lowel H: Postal questionnaires identified hospitalizations for self-reported acute myocardial infarction. J Clin Epidemiol 2004,57(9):989–992. 10.1016/j.jclinepi.2004.01.016PubMedCrossRef
51.
go back to reference Haacke C, Althaus A, Spottke A, Siebert U, Back T, Dodel R: Long-term outcome after stroke: evaluating health-related quality of life using utility measurements. Stroke 2006,37(1):193–198.PubMedCrossRef Haacke C, Althaus A, Spottke A, Siebert U, Back T, Dodel R: Long-term outcome after stroke: evaluating health-related quality of life using utility measurements. Stroke 2006,37(1):193–198.PubMedCrossRef
52.
go back to reference Schweikert B, Hunger M, Meisinger C, Konig HH, Gapp O, Holle R: Quality of life several years after myocardial infarction: comparing the MONICA/KORA registry to the general population. Eur Heart J 2009,30(4):436–443.PubMedCrossRef Schweikert B, Hunger M, Meisinger C, Konig HH, Gapp O, Holle R: Quality of life several years after myocardial infarction: comparing the MONICA/KORA registry to the general population. Eur Heart J 2009,30(4):436–443.PubMedCrossRef
Metadata
Title
Multimorbidity and health-related quality of life in the older population: results from the German KORA-Age study
Authors
Matthias Hunger
Barbara Thorand
Michaela Schunk
Angela Döring
Petra Menn
Annette Peters
Rolf Holle
Publication date
01-12-2011
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2011
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/1477-7525-9-53

Other articles of this Issue 1/2011

Health and Quality of Life Outcomes 1/2011 Go to the issue