Abstract
Purpose
To assess whether health-related quality of life (HRQOL) status, using the European Quality of life-5 dimensions (EQ5D), in acutely admitted older medical patients was associated with a combined end-point including first unplanned readmission or death without prior readmission within 6 months. Secondly, to assess if HRQOL was associated with death regardless of previous readmissions.
Methods
Patients from seven medical and two acute medical units were included and the EQ5D was obtained at discharge. Associations were assessed using Cox regression. Harrell’s C-statistics indicated the predictive performance.
Results
1328 patients were included, 50% (n = 664) were readmitted (n = 635) or had died without prior readmission (n = 29) within 6 months. In total, 15.2% (n = 202) died within 6 months. In the gender- and age-adjusted analysis, a lower EQ5D index score was associated with a higher hazard ratio (HR) of unplanned readmission or death without prior readmission for all categories of scores below 1 (< 1 to 0.741, < 0.741 to 0.438 and < 0.438 to − 0.40), HR 1.60, 1.93 and 2.02. Likewise, a lower EQ5D score was associated with a higher HR of death, HR 1.72, 2.54 and 3.79. Harrell’s C values were 0.56 and 0.63.
Conclusion
HRQOL measured at discharge may identify acutely admitted older medical patients at especially high risk of readmission or death up to 6 months after discharge. Incorporating assessment of HRQOL should be considered when risk stratifying a heterogeneous population of acutely admitted older medical patients.
Similar content being viewed by others
References
OECD. (2013). OECD reviews of health care quality: Denmark 2013: Raising standards. Paris: OECD Publishing. ISBN 978-92-64-19113-6.
Buurman, B. M., Frenkel, W. J., Abu-Hanna, A., Parlevliet, J. L., & de Rooij, S. E. (2016). Acute and chronic diseases as part of multimorbidity in acutely hospitalized older patients. European Journal of Internal Medicine, 27, 68–75.
Gobbens, R. J. J., & van Assen, M. A. L. M. (2017). Associations between multidimensional frailty and quality of life among Dutch older people. Archives of Gerontology and Geriatrics, 73, 69–76.
Lee, Y. (2000). The predictive value of self assessed general, physical, and mental health on functional decline and mortality in older adults. Journal of Epidemiology and Community Health, 54(2), 123–129.
Tsai, S. Y., Chi, L. Y., Lee, C. H., & Chou, P. (2007). Health-related quality of life as a predictor of mortality among community-dwelling older persons. European Journal of Epidemiology, 22(1), 19–26.
Murray, C., Brett, C. E., Starr, J. M., & Deary, I. J. (2011). Which aspects of subjectively reported quality of life are important in predicting mortality beyond known risk factors? The Lothian Birth Cohort 1921 Study. Quality of Life Research: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, 20(1), 81–90.
Cavrini, G., Broccoli, S., Puccini, A., & Zoli, M. (2012). EQ-5D as a predictor of mortality and hospitalization in elderly people. Quality of Life Research: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, 21(2), 269–280.
Gobbens, R., van Assen, M., Luijkx, K., & Schols, J. (2012). The predictive validity of the Tilburg Frailty Indicator: disability, health care utilization, and quality of life in a population at risk. Gerontologist, 52(5), 619–631. https://doi.org/10.1093/geront/gnr135.epub.
Bilotta, C., Bowling, A., Nicolini, P., Case, A., Pina, G., Rossi, S. V., et al. (2011). Older People’s Quality of Life (OPQOL) scores and adverse health outcomes at a one-year follow-up. A prospective cohort study on older outpatients living in the community in Italy. Health and Quality of Life Outcomes, 9, 72. https://doi.org/10.1186/1477-7525-9-72.
Covinsky, K. E., Pierluissi, E., & Johnston, C. B. (2011). Hospitalization-associated disability:“She was probably able to ambulate, but I’m not sure”. JAMA, 306(16), 1782–1793.
Krumholz, H. M. (2013). Post-hospital syndrome—an acquired, transient condition of generalized risk. New England Journal of Medicine, 368(2), 100–102.
Bodilsen, A. C., Klausen, H. H., Petersen, J., Beyer, N., Andersen, O., Jorgensen, L. M., et al. (2016). Prediction of mobility limitations after hospitalization in older medical patients by simple measures of physical performance obtained at admission to the emergency department. PLoS ONE, 11(5), e0154350.
Andreasen, J., Aadahl, M., Sorensen, E. E., Eriksen, H. H., Lund, H., & Overvad, K. (2018). Associations and predictions of readmission or death in acutely admitted older medical patients using self-reported frailty and functional measures. A Danish cohort study. Archives of Gerontology and Geriatrics, 76, 65–72.
Smolin, B., Levy, Y., Sabbach-Cohen, E., Levi, L., & Mashiach, T. (2015). Predicting mortality of elderly patients acutely admitted to the Department of Internal Medicine. International Journal of Clinical Practice, 69(4), 501–508.
Parlevliet, J. L., MacNeil-Vroomen, J., Buurman, B. M., de Rooij, S. E., & Bosmans, J. E. (2016). Health-related quality of life at admission is associated with postdischarge mortality, functional decline, and institutionalization in acutely hospitalized older medical patients. Journal of the American Geriatrics Society, 64(4), 761–768.
Pearson, S., Stewart, S., & Rubenach, S. (1999). Is health-related quality of life among older, chronically ill patients associated with unplanned readmission to hospital? Australian and New Zealand Journal of Medicine, 29(5), 701–706.
Belayachi, J., El Khattate, A., Bizrane, M., Madani, N., & Abouqal, R. (2018). Pre-admission quality of life as predictor of outcome after acute care: the role of emotional well-being. QJM : Monthly Journal of the Association of Physicians, 111(2), 111–115.
Hutchinson, A., Rasekaba, T. M., Graco, M., Berlowitz, D. J., Hawthorne, G., & Lim, W. K. (2013). Relationship between health-related quality of life, and acute care re-admissions and survival in older adults with chronic illness. Health and Quality of Life Outcomes, 11, 136. https://doi.org/10.1186/1477-7525-11-136.
Dhaussy, G., Drame, M., Jolly, D., Mahmoudi, R., Barbe, C., Kanagaratnam, L., et al. (2012). Is health-related quality of life an independent prognostic factor for 12-month mortality and nursing home placement among elderly patients hospitalized via the emergency department? Journal of the American Medical Directors Association, 13(5), 453–458.
Belga, S., Majumdar, S. R., Kahlon, S., Pederson, J., Lau, D., Padwal, R. S., et al. (2016). Comparing three different measures of frailty in medical inpatients: Multicenter prospective cohort study examining 30‐day risk of readmission or death. Journal of Hospital Medicine, 11, 556–562.
Kahlon, S., Pederson, J., Majumdar, S. R., Belga, S., Lau, D., Fradette, M., et al. (2015). Association between frailty and 30-day outcomes after discharge from hospital. CMAJ: Canadian Medical Association journal = journal de l’Association medicale canadienne, 187(11), 799–804.
Carpenter, C. R., Shelton, E., Fowler, S., Suffoletto, B., Platts-Mills, T. F., Rothman, R. E., et al. (2015). Risk factors and screening instruments to predict adverse outcomes for undifferentiated older emergency department patients: A systematic review and meta-analysis. Academic Emergency Medicine, 22(1), 1–21.
Garcia-Perez, L., Linertova, R., Lorenzo-Riera, A., Vazquez-Diaz, J. R., Duque-Gonzalez, B., & Sarria-Santamera, A. (2011). Risk factors for hospital readmissions in elderly patients: A systematic review. QJM: Monthly Journal of the Association of Physicians, 104(8), 639–651.
Kansagara, D., Englander, H., Salanitro, A., Kagen, D., Theobald, C., Freeman, M., et al. (2011). Risk prediction models for hospital readmission. JAMA: The Journal of the American Medical Association, 306(15), 1688–1698.
Romero-Ortuno, R., Forsyth, D. R., Wilson, K. J., Cameron, E., Wallis, S., Biram, R., et al. (2017). The association of geriatric syndromes with hospital outcomes. Journal of Hospital Medicine, 12(2), 83–89.
Wou, F., Gladman, J. R., Bradshaw, L., Franklin, M., Edmans, J., & Conroy, S. P. (2013). The predictive properties of frailty-rating scales in the acute medical unit. Age and Ageing, 42(6), 776–781.
Pilotto, A., Rengo, F., Marchionni, N., Sancarlo, D., Fontana, A., Panza, F., et al. (2012). Comparing the prognostic accuracy for all-cause mortality of frailty instruments: a multicentre 1-year follow-up in hospitalized older patients. PLoS ONE, 7(1), e29090.
Woo, J., Leung, J., & Morley, J. E. (2012). Comparison of frailty indicators based on clinical phenotype and the multiple deficit approach in predicting mortality and physical limitation. Journal of the American Geriatrics Society, 60(8), 1478–1486.
Dent, E., Chapman, I., Howell, S., Piantadosi, C., & Visvanathan, R. (2014). Frailty and functional decline indices predict poor outcomes in hospitalised older people. Age and Ageing, 43(4), 477–484.
EQ-5D questionnary. http://www.euroqol.org/. Accessed Sep 20, 2018.
Brooks, R. (1996). EuroQol: The current state of play. Health Policy (Amsterdam, Netherlands), 37(1), 53–72.
Sorensen, J., Davidsen, M., Gudex, C., Pedersen, K. M., & Bronnum-Hansen, H. (2009). Danish EQ-5D population norms. Scandinavian Journal of Public Health, 37(5), 467–474.
Von Elm, E., Altman, D. G., Egger, M., Pocock, S. J., Gøtzsche, P. C., Vandenbroucke, J. P., et al. (2007). The strengthening the reporting of observational studies in epidemiology (STROBE) statement: Guidelines for reporting observational studies. Preventive Medicine, 45(4), 247–251.
Olejaz, M., Juul Nielsen, A., Rudkjobing, A., Okkels Birk, H., Krasnik, A., & Hernández-Quevedo, C. (2012). Denmark: Health system review. Health systems in transition. Copenhagen: World Health Organization.
Erkinjuntti, T., Sulkava, R., Wikstrom, J., & Autio, L. (1987). Short potable mental status questionnaire as a screening test for dementia and delirium among the elderly. Journal of the American Geriatric Society, 35(5), 412–416.
Foreman, M. D. (1987). Reliability and validity of mental status questionnaires in elderly hospitalized patients. Nursing Research, 36(4), 216–220.
Brooks, R. (1996). EuroQol: The current state of play. Health Policy, 37, 53–72.
Wittrup-Jensen, K. U., Lauridsen, J., Gudex, C., & Pedersen, K. M. (2009). Generation of a Danish TTO value set for EQ-5D health states. Scandinavian Journal of Public Health, 37(5), 459–466.
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: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, 14(6), 1523–1532.
Needham, D. M., Scales, D. C., Laupacis, A., & Pronovost, P. J. (2005). A systematic review of the Charlson comorbidity index using Canadian administrative databases: A perspective on risk adjustment in critical care research. Journal of Critical Care, 20(1), 12–19.
Clark, T. G., Bradburn, M. J., Love, S. B., & Altman, D. G. (2003). Survival analysis part I: Basic concepts and first analyses. British Journal of Cancer, 89(2), 232–238.
Bradburn, M. J., Clark, T. G., Love, S. B., & Altman, D. G. (2003). Survival analysis part II: Multivariate data analysis-an introduction to concepts and methods. British Journal of Cancer, 89(3), 431–436.
Crowther, M. J., & Lambert, P. C. (2014). A general framework for parametric survival analysis. Statistics in Medicine, 33(30), 5280–5297.
Warnier, R. M. J., van Rossum, E., van Kuijk, S. M. J., Mulder, W. J., Schols, J. M. G. A., & Kempen, G. I. J. M. (2017). The Maastricht frailty screening tool for hospitalised patients (MFST-HP) to identify non-frail patients. International Journal of Clinical Practice. https://doi.org/10.1111/ijcp.13003.
Pijpers, E., Ferreira, I., Stehouwer, C. D., & Nieuwenhuijzen Kruseman, A. C. (2012). The frailty dilemma. Review of the predictive accuracy of major frailty scores. European Journal of Internal Medicine, 23(2), 118–123.
Karampampa, K., Frumento, P., Ahlbom, A., & Modig, K. (2016). Does a hospital admission in old age denote the beginning of life with a compromised health-related quality of life? A longitudinal study of men and women aged 65 years and above participating in the Stockholm Public Health Cohort. BMJ Open, 6(7), e010901. https://doi.org/10.1136/bmjopen-2015-010901.
Finch, A. P., Brazier, J. E., & Mukuria, C. (2018). What is the evidence for the performance of generic preference-based measures? A systematic overview of reviews. The European Journal of Health Economics: HEPAC: Health Economics in Prevention and Care, 19(4), 557–570.
Acknowledgements
The authors would like to thank the study participants and the staff at the participating medical and acute medical units for their contributions to this study.
Funding
The study was funded by the Danish Development and Research Fund (13-12-2013).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflicts of interest
The authors declare that they have no conflict of interest.
Ethical approval
The Danish Regional Ethics Committee assessed the study and stated that no approval was required (ID-Number N-20140016). The Danish Data Protection Agency approved the study (2008-58-0028). The study complied with the Declaration of Helsinki.
Informed consent
Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Andreasen, J., Gobbens, R.J.J., Eriksen, H.H. et al. Health-related quality of life at hospital discharge as a predictor for 6-month unplanned readmission and all-cause mortality of acutely admitted older medical patients. Qual Life Res 28, 3015–3024 (2019). https://doi.org/10.1007/s11136-019-02259-w
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11136-019-02259-w