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Published in: Health and Quality of Life Outcomes 1/2007

Open Access 01-12-2007 | Research

Multimorbidity and quality of life: a closer look

Authors: Martin Fortin, Marie-France Dubois, Catherine Hudon, Hassan Soubhi, José Almirall

Published in: Health and Quality of Life Outcomes | Issue 1/2007

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Abstract

Background

The presence of multiple chronic conditions is associated with lower health related quality of life (HRQOL). Disease severity also influences HRQOL. To analyse the effects of all possible combinations of single diseases along with their severity on HRQOL seems cumbersome. Grouping diseases and their severity in specific organ domains may facilitate the study of the complex relationship between multiple chronic conditions and HRQOL. The goal of this study was to analyse impaired organ domains that affect the most HRQOL of patients with multiple chronic conditions in primary care and their possible interactions.

Methods

We analysed data from 238 patients recruited from the clientele of 21 family physicians. We classified all chronic conditions along with the measure of their severity into the 14 organ domains of the Cumulative Illness Rating Scale (CIRS). Patients also completed the 36-item Medical Outcomes Study questionnaire (SF-36). One-way analyses of variance were performed to study the relationship between the severity score for each CIRS domain and both physical component summary (PCS) and mental component summary (MCS) of HRQOL. Two-way analyses of variance were conducted to investigate the significance of possible organ domains interactions. Variables involved in significant bivariate relationships or interactions were candidates for inclusion in a multivariate model. Five additional variables were included in the multivariate model because of their possible confounding effect: perceived social support, age, education, perceived economic status and residual CIRS.

Results

Significant differences in the PCS (p < 0.01) were found in 12 of the 14 CIRS organ domains. A significant difference in MCS was found only in the Psychiatric domain. In the multivariate analysis for the PCS, the CIRS domains Musculoskeletal, Neurological, and Psychiatric, had an independent direct impact on PCS while the Upper gastrointestinal, Vascular, Cardiac and Respiratory domains were involved in interactions. A multivariate model was not necessary for the mental component.

Conclusion

Vascular, Upper gastrointestinal and Musculoskeletal systems have strong negative effects on HRQOL. Among combinations of systems, the respiratory and cardiac combination is of particular concern because of a synergistic negative effect. This study paves the way for a future study with a bigger sample that could yield a model of wider generalizability.
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Literature
1.
go back to reference Grumback K: Chronic illness, comorbidities, and the need for medical generalism. Ann Fam Med 2003, 1: 4–7. 10.1370/afm.47CrossRef Grumback K: Chronic illness, comorbidities, and the need for medical generalism. Ann Fam Med 2003, 1: 4–7. 10.1370/afm.47CrossRef
2.
go back to reference Fortin M, Bravo G, Hudon C, Vanasse A, Lapointe L: Prevalence of multimorbidity among adults seen in family practice. Ann Fam Med 2005, 3: 223–228. 10.1370/afm.272PubMedCentralPubMedCrossRef Fortin M, Bravo G, Hudon C, Vanasse A, Lapointe L: Prevalence of multimorbidity among adults seen in family practice. Ann Fam Med 2005, 3: 223–228. 10.1370/afm.272PubMedCentralPubMedCrossRef
3.
go back to reference Stange KC: The paradox of the parts and the whole in understanding and improving general practice. Int J Qual Health Care 2002, 14: 267–268. 10.1093/intqhc/14.4.267PubMedCrossRef Stange KC: The paradox of the parts and the whole in understanding and improving general practice. Int J Qual Health Care 2002, 14: 267–268. 10.1093/intqhc/14.4.267PubMedCrossRef
4.
go back to reference Sprangers MA, de Regt EB, Andries F, van Agt HM, Bijl RV, de Boer JB, Foets M, Hoeymans N, Jacobs AE, Kempen GI, Miedema HS, Tijhuis MA, de Haes HC: Which chronic conditions are associated with better or poorer quality of life? J Clin Epidemiol 2000, 53: 895–907. 10.1016/S0895-4356(00)00204-3PubMedCrossRef Sprangers MA, de Regt EB, Andries F, van Agt HM, Bijl RV, de Boer JB, Foets M, Hoeymans N, Jacobs AE, Kempen GI, Miedema HS, Tijhuis MA, de Haes HC: Which chronic conditions are associated with better or poorer quality of life? J Clin Epidemiol 2000, 53: 895–907. 10.1016/S0895-4356(00)00204-3PubMedCrossRef
5.
go back to reference McDowell I, Newell C: Measuring health. A guide to rating scales and questionnaires. 2nd ed. New York , Oxford University Press; 1996. McDowell I, Newell C: Measuring health. A guide to rating scales and questionnaires. 2nd ed. New York , Oxford University Press; 1996.
6.
go back to reference Fortin M, Bravo G, Hudon C, Lapointe L, Almirall J, Dubois MF, Vanasse A: Relationship between multimorbidity and health-related quality of life of patients in primary care. Qual Life Res 2006, 15: 83–91. 10.1007/s11136-005-8661-zPubMedCrossRef Fortin M, Bravo G, Hudon C, Lapointe L, Almirall J, Dubois MF, Vanasse A: Relationship between multimorbidity and health-related quality of life of patients in primary care. Qual Life Res 2006, 15: 83–91. 10.1007/s11136-005-8661-zPubMedCrossRef
7.
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
8.
go back to reference Ettinger WH, Davis MA, Neuhaus JM, Mallon KP: Long-term physical functioning in persons with knee osteoarthritis from NHANES. I: Effects of comorbid medical conditions. J Clin Epidemiol 1994, 47: 809–815. 10.1016/0895-4356(94)90178-3PubMedCrossRef Ettinger WH, Davis MA, Neuhaus JM, Mallon KP: Long-term physical functioning in persons with knee osteoarthritis from NHANES. I: Effects of comorbid medical conditions. J Clin Epidemiol 1994, 47: 809–815. 10.1016/0895-4356(94)90178-3PubMedCrossRef
9.
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: 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: 928–934. 10.1016/S0895-4356(01)00350-XPubMedCrossRef
10.
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: 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: 45–55. 10.1007/s11136-004-0616-2PubMedCrossRef
11.
12.
go back to reference Miller EA, Towers A: A manual of guidelines for scoring the cumulative illness rating scale for geriatrics (CIRS-G). University of Pittsburgh; 1991. Miller EA, Towers A: A manual of guidelines for scoring the cumulative illness rating scale for geriatrics (CIRS-G). University of Pittsburgh; 1991.
13.
go back to reference Harboun M, Ankri J: Comorbidity indexes: review of the literature and application to studies of elderly population. Rev Epidemiol Sante Publique 2001,49(3):287–298.PubMed Harboun M, Ankri J: Comorbidity indexes: review of the literature and application to studies of elderly population. Rev Epidemiol Sante Publique 2001,49(3):287–298.PubMed
14.
go back to reference de Groot V, Beckerman H, Lankhorst GJ, Bouter LM: How to measure comorbidity. a critical review of available methods. J Clin Epidemiol 2003, 56: 221–229. 10.1016/S0895-4356(02)00585-1PubMedCrossRef de Groot V, Beckerman H, Lankhorst GJ, Bouter LM: How to measure comorbidity. a critical review of available methods. J Clin Epidemiol 2003, 56: 221–229. 10.1016/S0895-4356(02)00585-1PubMedCrossRef
15.
go back to reference Fortin M, Hudon C, Dubois MF, Almirall J, Lapointe L, Soubhi H: Comparative assessment of three different indices of multimorbidity for studies on health-related quality of life. Health Qual Life Outcomes 2005, 3: 74. 10.1186/1477-7525-3-74PubMedCentralPubMedCrossRef Fortin M, Hudon C, Dubois MF, Almirall J, Lapointe L, Soubhi H: Comparative assessment of three different indices of multimorbidity for studies on health-related quality of life. Health Qual Life Outcomes 2005, 3: 74. 10.1186/1477-7525-3-74PubMedCentralPubMedCrossRef
16.
go back to reference Fortin M, Bravo G, Hudon C, Lapointe L, Dubois MF, Almirall J: Relationship between psychological distress and multimorbidity of patients in family practice. Ann Fam Med 2006, 4: 417–422. 10.1370/afm.528PubMedCentralPubMedCrossRef Fortin M, Bravo G, Hudon C, Lapointe L, Dubois MF, Almirall J: Relationship between psychological distress and multimorbidity of patients in family practice. Ann Fam Med 2006, 4: 417–422. 10.1370/afm.528PubMedCentralPubMedCrossRef
17.
go back to reference Miller MD, Paradis CF, Houck PR, Mazumdar S, Stack JA, Rifai AH, Mulsant B, Reynolds CF 3rd: Rating chronic medical illness burden in geropsychiatric practice and research: application of the Cumulative Illness Rating Scale. Psychiatry Res 1992, 41: 237–248. 10.1016/0165-1781(92)90005-NPubMedCrossRef Miller MD, Paradis CF, Houck PR, Mazumdar S, Stack JA, Rifai AH, Mulsant B, Reynolds CF 3rd: Rating chronic medical illness burden in geropsychiatric practice and research: application of the Cumulative Illness Rating Scale. Psychiatry Res 1992, 41: 237–248. 10.1016/0165-1781(92)90005-NPubMedCrossRef
18.
go back to reference Hudon C, Fortin M, Vanasse A: Cumulative Illness Rating Scale was a reliable and valid index in a family practice context. J Clin Epidemiol 2005, 58: 603–608. 10.1016/j.jclinepi.2004.10.017PubMedCrossRef Hudon C, Fortin M, Vanasse A: Cumulative Illness Rating Scale was a reliable and valid index in a family practice context. J Clin Epidemiol 2005, 58: 603–608. 10.1016/j.jclinepi.2004.10.017PubMedCrossRef
19.
go back to reference Ware JE, Sherbourne CD: The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Med Care 1992, 30: 473–483. 10.1097/00005650-199206000-00002PubMedCrossRef Ware JE, Sherbourne CD: The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Med Care 1992, 30: 473–483. 10.1097/00005650-199206000-00002PubMedCrossRef
20.
go back to reference Cutrona CE, Russell DW: The provisions of social support and adaptation to stress. Advances in Personal Relationships 1987, 1: 37–67. Cutrona CE, Russell DW: The provisions of social support and adaptation to stress. Advances in Personal Relationships 1987, 1: 37–67.
22.
go back to reference Rabenda V, Manette C, Lemmens R, Mariani AM, Struvay N, Reginster JY: Prevalence and impact of osteoarthritis and osteoporosis on health-related quality of life among active subjects. Aging Clin Exp Res 2007, 19: 55–60.PubMedCrossRef Rabenda V, Manette C, Lemmens R, Mariani AM, Struvay N, Reginster JY: Prevalence and impact of osteoarthritis and osteoporosis on health-related quality of life among active subjects. Aging Clin Exp Res 2007, 19: 55–60.PubMedCrossRef
23.
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
24.
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: 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: 27–37. 10.1016/S0895-4356(98)00124-3PubMedCrossRef
25.
go back to reference Fortin M, Lapointe L, Hudon C, Ntetu AL, Maltais D, Vanasse A: 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, Ntetu AL, Maltais D, Vanasse A: Multimorbidity and quality of life in primary care: A systematic review. Health Qual Life Outcomes 2004, 2: 51. 10.1186/1477-7525-2-51PubMedCentralPubMedCrossRef
Metadata
Title
Multimorbidity and quality of life: a closer look
Authors
Martin Fortin
Marie-France Dubois
Catherine Hudon
Hassan Soubhi
José Almirall
Publication date
01-12-2007
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2007
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/1477-7525-5-52

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