Abstract
Purpose
To examine the effect of comorbidities on health-related quality of life (HRQoL) and their interaction with asthma control.
Methods
In a random sample of adults with asthma, we measured generic (EQ5D) and disease-specific (AQ5D) utility scores. Asthma symptom control was determined using the 2014 Global Initiative for Asthma Management Strategy. Comorbidity scores were calculated using a validated questionnaire. We used two-part regression models to measure the adjusted difference in utility across levels of symptom control and comorbidity scores and to examine the relative role of symptom control and comorbidity in explaining the variation in HRQoL.
Results
A total of 2,299 observations from 460 adult patients (mean age 52 years, 67 % women) were included. Compared to controlled asthma, uncontrolled asthma was associated with −0.018 reduction (95 % CI −0.028, −0.009) in EQ5D and −0.076 reduction (95 % CI −0.115, −0.052) in AQ5D utilities. An increase by one standard deviation in comorbidity score relative to the mean was associated with a change of −0.029 (95 % CI −0.043, −0.016) in EQ5D and −0.010 (95 % CI −0.020, −0.004) in AQLQ utilities. The impact of comorbidity was greater than asthma symptom control in explaining EQ5D variance (12 vs. 1 %) but smaller in explaining AQ5D variance (3 vs. 12 %).
Conclusions
Generic and disease-specific HRQoL instruments differentially capture the impact of symptom control and comorbidity in asthma. The selection of HRQoL instruments for asthma studies should depend on the prevalence of comorbidity in the target population and the impact of interventions on asthma control and comorbidity.
Similar content being viewed by others
References
To, T., Stanojevic, S., Moores, G., Gershon, A. S., Bateman, E. D., Cruz, A. A., et al. (2012). Global asthma prevalence in adults: Findings from the cross-sectional world health survey. BMC Public Health, 12, 204.
Chen, H., Gould, M. K., Blanc, P. D., Miller, D. P., Kamath, T. V., Lee, J. H., et al. (2007). Asthma control, severity, and quality of life: Quantifying the effect of uncontrolled disease. Journal of Allergy and Clinical Immunology, 120(2), 396–402.
Bateman, E. D., Hurd, S. S., Barnes, P. J., Bousquet, J., Drazen, J. M., FitzGerald, M., et al. (2008). Global strategy for asthma management and prevention: GINA executive summary. European Respiratory Journal, 31(1), 143–178.
Reddel, H. K., Taylor, D. R., Bateman, E. D., Boulet, L.-P., Boushey, H. A., Busse, W. W., et al. (2009). An official American Thoracic Society/European Respiratory Society statement: Asthma control and exacerbations: Standardizing endpoints for clinical asthma trials and clinical practice. American Journal of Respiratory and Critical Care Medicine, 180(1), 59–99.
Rabin, R., & De Charro, F. (2001). EQ-5D: A measure of health status from the EuroQol Group. Annals of Medicine, 33(5), 337–343.
Juniper, E. F., Guyatt, G. H., Epstein, R. S., Ferrie, P. J., Jaeschke, R., & Hiller, T. K. (1992). Evaluation of impairment of health related quality of life in asthma: Development of a questionnaire for use in clinical trials. Thorax, 47(2), 76–83.
Yang, Y., Brazier, J. E., Tsuchiya, A., & Young, T. A. (2011). Estimating a preference-based index for a 5-dimensional health state classification for asthma derived from the asthma quality of life questionnaire. Medical Decision Making, 31(2), 281–291.
Whitehead, S. J., & Ali, S. (2010). Health outcomes in economic evaluation: The QALY and utilities. British Medical Bulletin, 96(1), 5–21.
McTaggart-Cowan, H. M., Marra, C. A., Yang, Y., Brazier, J. E., Kopec, J. A., FitzGerald, J. M., et al. (2008). The validity of generic and condition-specific preference-based instruments: The ability to discriminate asthma control status. Quality of Life Research, 17(3), 453–462.
Braido, F., Baiardini, I., Balestracci, S., Fassio, O., Ravera, S., Bellotti, M., et al. (2008). The relationship between asthma control and quality-of-life impairment due to chronic cough: A real-life study. Annals of Allergy, Asthma & Immunology, 101(4), 370–374.
Doz, M., Chouaid, C., Com-Ruelle, L., Calvo, E., Brosa, M., Robert, J., et al. (2013). The association between asthma control, health care costs, and quality of life in France and Spain. BMC Pulmonary Medicine, 13, 15.
Vietri, J., Burslem, K., & Su, J. (2014). Poor Asthma control among US workers: Health-related quality of life, work impairment, and health care use. Journal of Occupational and Environmental Medicine, 56(4), 425–430.
Ledford, D. K., & Lockey, R. F. (2013). Asthma and comorbidities. Current opinion in Allergy and Clinical Immunology, 13(1), 78–86.
Soriano, J. B., Visick, G. T., Muellerova, H., Payvandi, N., & Hansell, A. L. (2005). Patterns of comorbidities in newly diagnosed COPD and asthma in primary care. Chest, 128(4), 2099–2107.
Van Manen, J. G., Bindels, P. J., IJzermans, C. J., Van der Zee, J. S., Bottema, B. J., & Schadé, E. (2001). Prevalence of comorbidity in patients with a chronic airway obstruction and controls over the age of 40. Journal of Clinical Epidemiology, 54(3), 287–293.
Wijnhoven, H. A. H., Kriegsman, D. M. W., Hesselink, A. E., De Haan, M., & Schellevis, F. G. (2003). The influence of co-morbidity on health-related quality of life in asthma and COPD patients. Respiratory Medicine, 97(5), 468–475.
Deshmukh, V. M., Toelle, B. G., Usherwood, T., O’Grady, B., & Jenkins, C. R. (2008). The association of comorbid anxiety and depression with asthma-related quality of life and symptom perception in adults. Respirology, 13(5), 695–702.
Al-kalemji, A., Petersen, K. D., Sørensen, J., Sherson, D., Thilsing, T., Schlünssen, V., et al. (2013). Factors influencing quality of life in asthmatics–a case-control study. The Clinical Respiratory Journal, 7(3), 288–296.
Pérez De Llano, L. A., González, F. C., Añón, O. C., Perea, M. P., Caruncho, M. V., Villar, A. B., et al. (2010). [Relationship between comorbidity and asthma control]. [Article in Spanish]. Archivos de Bronconeumología, 46(10), 508–513.
GINA Report. (2014). Global strategy for asthma management and prevention. http://www.ginasthma.org/documents/4. Accessed 4 July 2014.
Labre, M. P., Herman, E. J., Dumitru, G. G., Valenzuela, K. A., & Cechman, C. L. (2012). Public health interventions for asthma: An umbrella review, 1990–2010. American Journal of Preventive Medicine, 42(4), 403–410.
McQuaid, E. L., Garro, A., Seifer, R., Hammond, S. K., & Borrelli, B. (2012). Integrating asthma education and smoking cessation for parents: Financial return on investment. Pediatric Pulmonology, 47(10), 950–955.
Stenius-Aarniala, B., Poussa, T., Kvarnström, J., Grönlund, E. L., Ylikahri, M., & Mustajoki, P. (2000). Immediate and long term effects of weight reduction in obese people with asthma: Randomised controlled study. BMJ, 320(7238), 827–832.
Aaron, S. D., Fergusson, D., Dent, R., Chen, Y., Vandemheen, K. L., & Dales, R. E. (2004). Effect of weight reduction on respiratory function and airway reactivity in obese women. Chest, 125(6), 2046–2052.
Chen, W., Fitzgerald, J. M., Rousseau, R., Lynd, L. D., Tan, W. C., & Sadatsafavi, M. (2013). Complementary and alternative asthma treatments and their association with asthma control: A population-based study. BMJ Open, 3(9), e003360.
Open Data from the Census—BC Stats. (2014). http://www.bcstats.gov.bc.ca/StatisticsBySubject/Census/OpenData.aspx. Accessed 4 July 2014.
Rabin, R., & De Charro, F. (2001). EQ-5D: A measure of health status from the EuroQol Group. Annals of Medicine, 33(5), 337–343.
Juniper, E. F., Guyatt, G. H., Cox, F. M., Ferrie, P. J., & King, D. R. (1999). Development and validation of the mini asthma quality of life questionnaire. European Respiratory Journal, 14(1), 32–38.
Bansback, N., Tsuchiya, A., Brazier, J., & Anis, A. (2012). Canadian valuation of EQ-5D health states: Preliminary value Set and considerations for future valuation studies. PLoS One, 7(2), e31115.
Dolan, P., Gudex, C., Kind, P., & Williams, A. (1996). The time trade-off method: Results from a general population study. Health Economics, 5(2), 141–154.
Young, T. A., Yang, Y., Brazier, J. E., & Tsuchiya, A. (2011). The use of rasch analysis in reducing a large condition-specific instrument for preference valuation: The case of moving from AQLQ to AQL-5D. Medical Decision Making, 31(1), 195–210.
Sangha, O., Stucki, G., Liang, M. H., Fossel, A. H., & Katz, J. N. (2003). The self-administered comorbidity questionnaire: A new method to assess comorbidity for clinical and health services research. Arthritis and Rheumatism, 49(2), 156–163.
Olomu, A. B., Corser, W. D., Stommel, M., Xie, Y., & Holmes-Rovner, M. (2012). Do self-report and medical record comorbidity data predict longitudinal functional capacity and quality of life health outcomes similarly? BMC Health Services Research, 12, 398.
Blais, L., Kettani, F.-Z., Beauchesne, M.-F., Lemière, C., Perreault, S., & Forget, A. (2011). New measure of adherence adjusted for prescription patterns: The case of adults with asthma treated with inhaled corticosteroid monotherapy. Annals of Pharmacotherapy, 45(3), 335–341.
Buntin, M. B., & Zaslavsky, A. M. (2004). Too much ado about two-part models and transformation? Comparing methods of modeling medicare expenditures. Journal of Health Economics, 23(3), 525–542.
Zeger, S., Liang, K., & Albert, P. (1989). Models for longitudinal data: A generalized estimating equation approach. Biometrics, 1989(1), 347.
Austin, P. C., & Urbach, D. R. (2013). Using G-computation to estimate the effect of regionalization of surgical services on the absolute reduction in the occurrence of adverse patient outcomes. Medical Care, 51(9), 797–805.
Walters, S. J., & Brazier, J. E. (2005). Comparison of the minimally important difference for two health state utility measures: EQ-5D and SF-6D. Quality of Life Research, 14(6), 1523–1532.
Xuan, J., Kirchdoerfer, L. J., Boyer, J. G., & Norwood, G. J. (1999). Effects of comorbidity on health-related quality-of-life scores: An analysis of clinical trial data. Clinical Therapeutics, 21(2), 383–403.
Pickard, A. S., Wilke, C., Jung, E., Patel, S., Stavem, K., & Lee, T. A. (2008). Use of a preference-based measure of health (EQ-5D) in COPD and asthma. Respiratory Medicine, 102(4), 519–536.
Brazier, J., Akehurst, R., Brennan, A., Dolan, P., Claxton, K., McCabe, C., et al. (2005). Should patients have a greater role in valuing health states? Applied Health Economics and Health Policy, 4(4), 201–208.
Verbrugge, L. M., Lepkowski, J. M., & Imanaka, Y. (1989). Comorbidity and its impact on disability. The Milbank Quarterly, 67(3–4), 450–484.
Penninx, B. W. J. H., Beekman, A. T. F., Ormel, J., Kriegsman, D. M. W., Boeke, A. J. P., Van Eijk, J. T. M., et al. (1996). Psychological status among elderly people with chronic diseases: Does type of disease play a part? Journal of Psychosomatic Research, 40(5), 521–534.
Johnson, J. A., Luo, N., Shaw, J. W., Kind, P., & Coons, S. J. (2005). Valuations of EQ-5D health states: Are the United States and United Kingdom different? Medical Care, 43(3), 221–228.
Fryback, D. G., Palta, M., Cherepanov, D., Bolt, D., & Kim, J.-S. (2010). Comparison of 5 health-related quality-of-life indexes using item response theory analysis. Medical Decision Making, 30(1), 5–15.
Frank, K. A. (2000). Impact of a confounding variable on a regression coefficient. Sociological Methods & Research, 29(2), 147–194.
Acknowledgments
We acknowledge the financial support through the Collaborative Innovative Research Fund (CIRF), an investigator-initiated, peer-reviewed competition sponsored by GlaxoSmithKline Canada. None of the sponsors played a role in the study design, data analysis, or interpretation of the results. Dr. Marra holds a tier 2 Canada Research Chair in Pharmaceutical Outcomes Research, and Dr. Sadatsafavi receives salary support from the National Sanatorium Association. We would like to thank other members of the Economic Burden of Asthma study team: Satvir Dhoot; Lisa Dinh; Jennie Chan; Jesmin Dhillon; Gurleen Gill; Jessika Iwanski; Zaakir Jiwa; Intan Agoes; Richie Li; Jordan Deppiesse; Samantha Gray; Elena Terekhova; Nicole Brunton; Dayna Taylor; Madeline Ludwig; Laura FitzGerald; Douglass Rolfe; Wan Tan Hogg.
Conflict of interest
Dr. Fitzgerald has severed on advisory boards for GlaxoSmithKline, AstraZeneca, Novartis, Pfizer, Boehringer-Ingelheim, Takeda, Merck. He has also been a member of speakers’ bureaus for Glaxo-SmithKline, AstraZeneca, Novartis, Aerocrine, Boehringer-Ingelheim, Pfizer, and Merck. Dr. FitzGerald is a member of the Global Initiative for Asthma (GINA) and is chair of the GINA Executive and a member of its Science Committee. None of the other authors have declared any conflict of interest.
Ethical standard
This study was approved by the Human Ethics board of the University of British Columbia (University of British Columbia Human Ethics No. H10-01542). All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standard.
Informed consent
Informed consent was obtained from all individual participants included in the study.
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Chen, W., Lynd, L.D., FitzGerald, J.M. et al. The added effect of comorbidity on health-related quality of life in patients with asthma. Qual Life Res 24, 2507–2517 (2015). https://doi.org/10.1007/s11136-015-0995-6
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11136-015-0995-6