Abstract
We aimed to conduct a head-to-head comparison of the five-level version of the EuroQol five-dimensional questionnaire (EQ-5D-5L) and the Assessment of Quality of Life-6D (AQoL-6D) in measuring health-related quality of life (HRQoL) of older people at risk of osteoporotic fracture. Participants (n = 291) were recruited from the Third Affiliated Hospital of Sun Yat-Sen University. Study participants were asked to complete the EQ-5D-5L and the AQoL-6D and the results were converted to health-state utilities (HSUs) using population-specific scoring algorithms. The agreement among HSUs was evaluated using the intraclass correlation coefficient and illustrated using Bland–Altman plots. The minimally important difference (MID) for the EQ-5D and AQoL was set at 0.074 and 0.06. Information on socio-demographic background, socio-economic status and clinical risk factors in FRAX® was collected. Nonparametric statistics were used to explore the known-group validity measured by fracture risk. Mean (median) EQ-5D-5L and AQoL-6D HSUs were 0.73(0.83) and 0.74(0.79) for the study population. The EQ-5D-5L and the AQoL-6D HSUs strongly agreed and the HSU difference reached the MID level in both instruments. While a decreasing trend of AQoL-6D utilities was observed with worsening bone mineral density, EQ-5D-5L HSUs were similar in individuals with normal and osteopenic bone mineral densities. The AQoL-6D was also effective for measuring difference in independent living, relationships, mental health, coping and pain. Both instruments showed good known-group validity. The EQ-5D-5L and AQoL-6D are all valid measures for older people at risk of osteoporotic fracture.
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References
Aaronson, N. K. (1989). Quality of life assessment in clinical trials: Methodologic issues. Controlled Clinical Trials, 10(4(Supplement 1)), 195–208. https://doi.org/10.1016/0197-2456(89)90058-5.
Austin, P. C., Escobar, M., & Kopec, J. A. (2000). The use of the Tobit model for analyzing measures of health status. Quality of Life Research, 9(8), 901–910. https://doi.org/10.1023/A:1008938326604.
Bland, J. M., & Altman, D. G. (1986). Statistical methods for assessing agreement between two methods of clinical measurement. Lancet, 1(8476), 307–310.
Brazier, J. E., Harper, R., Jones, N. M., O'Cathain, A., Thomas, K. J., Usherwood, T., et al. (1992). Validating the SF-36 health survey questionnaire: New outcome measure for primary care. BMJ, 305(6846), 160–164. https://doi.org/10.1136/bmj.305.6846.160.
Campbell, J. A., Palmer, A. J., Venn, A., Sharman, M., Otahal, P., & Neil, A. (2016). A head-to-head comparison of the EQ-5D-5L and AQoL-8D multi-attribute utility instruments in patients who have previously undergone bariatric surgery. Patient, 9(4), 311–322. https://doi.org/10.1007/s40271-015-0157-5.
Chen, G., Khan, M. A., Iezzi, A., Ratcliffe, J., & Richardson, J. (2016a). Mapping between 6 multiattribute utility instruments. Medical Decision Making, 36(2), 160–175. https://doi.org/10.1177/0272989x15578127.
Chen, P., Li, Z., & Hu, Y. (2016b). Prevalence of osteoporosis in China: A meta-analysis and systematic review. BMC Public Health, 16(1), 1039. https://doi.org/10.1186/s12889-016-3712-7.
China, N. B. O. S. O. (2019). Income and expenditurehttps://www.stats.gov.cn/tjsj/zxfb/201901/t20190121_1645791.html2019.
Cook, D. J., Guyatt, G. H., Adachi, J. D., Clifton, J., Griffith, L. E., Epstein, R. S., et al. (1993). Quality of life issues in women with vertebral fractures due to osteoporosis. Arthritis and Rheumatism, 36(6), 750–756. https://doi.org/10.1002/art.1780360603.
Deaton, A. (1997). The analysis of household surveys: a microeconometric approach to development policy: The World Bank.
Devlin, N. J., & Brooks, R. (2017). EQ-5D and the EuroQol group: Past, present and future. Applied health Economics and Health Policy, 15(2), 127–137. https://doi.org/10.1007/s40258-017-0310-5.
Diseases, C. F. M. B. FRAX calculation tool (China). https://www.sheffield.ac.uk/FRAX/tool.aspx?country=312019.
Drummond, M. F., Sculpher, M. J., Claxton, K., Stoddart, G. L., & Torrance, G. W. (2015). Methods for the economic evaluation of health care programmes. Oxford: Oxford University Press.
Fayers, P. M., & Machin, D. (2013). Quality of life: the assessment, analysis and interpretation of patient-reported outcomes. Hoboken: Wiley.
Ferguson, C. J. (2009). An effect size primer: A guide for clinicians and researchers. Professional Psychology: Research and Practice, 40(5), 532.
Ferreira, L. N., Ferreira, P. L., Ribeiro, F. P., & Pereira, L. N. (2016). Comparing the performance of the EQ-5D-3L and the EQ-5D-5L in young Portuguese adults. Health and Quality of Life Outcomes, 14(1), 89. https://doi.org/10.1186/s12955-016-0491-x.
Fitzpatrick, R., Fletcher, A., Gore, S., Jones, D., Spiegelhalter, D., & Cox, D. (1992). Quality of life measures in health care I: Applications and issues in assessment. BMJ, 305(6861), 1074–1077. https://doi.org/10.1136/bmj.305.6861.1074.
Hawthorne, G., & Osborne, R. (2005). Population norms and meaningful differences for the Assessment of Quality of Life (AQoL) measure. Australian and New Zealand Journal of Public Health, 29(2), 136–142.
Hawthorne, G., Richardson, J., & Osborne, R. (1999). The Assessment of Quality of Life (AQoL) instrument: A psychometric measure of health-related quality of life. Quality of Life Research, 8(3), 209–224.
Herdman, M., Gudex, C., Lloyd, A., Janssen, M., Kind, P., Parkin, D., et al. (2011). Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Quality of Life Research, 20(10), 1727–1736. https://doi.org/10.1007/s11136-011-9903-x.
Janssen, M. F., Pickard, A. S., Golicki, D., Gudex, C., Niewada, M., Scalone, L., et al. (2013). Measurement properties of the EQ-5D-5L compared to the EQ-5D-3L across eight patient groups: A multi-country study. Quality of Life Research, 22(7), 1717–1727. https://doi.org/10.1007/s11136-012-0322-4.
Johansson, L., Svensson, H. K., Karlsson, J., Olsson, L. E., Mellström, D., Lorentzon, M., et al. (2019). Decreased physical health-related quality of life—a persisting state for older women with clinical vertebral fracture. Osteoporosis International. https://doi.org/10.1007/s00198-019-05044-0.
Kanis, J. A. (2002). Diagnosis of osteoporosis and assessment of fracture risk. Lancet, 359(9321), 1929–1936. https://doi.org/10.1016/s0140-6736(02)08761-5.
Kanis, J. A., Harvey, N. C., Johansson, H., Odén, A., McCloskey, E. V., & Leslie, W. D. (2017). Overview of fracture prediction tools. Journal of Clinical Densitometry: The Official Journal of the International Society for Clinical Densitometry, 20(3), 444–450. https://doi.org/10.1016/j.jocd.2017.06.013.
Kanis, J. A., Johnell, O., Oden, A., Johansson, H., & McCloskey, E. (2008). FRAX and the assessment of fracture probability in men and women from the UK. Osteoporosis International, 19(4), 385–397. https://doi.org/10.1007/s00198-007-0543-5.
Kerr, C., Bottomley, C., Shingler, S., Giangregorio, L., de Freitas, H. M., Patel, C., et al. (2017). The importance of physical function to people with osteoporosis. Osteoporosis International, 28(5), 1597–1607. https://doi.org/10.1007/s00198-017-3911-9.
Lips, P., Cooper, C., Agnusdei, D., Caulin, F., Egger, P., Johnell, O., et al. (1997). Quality of life as outcome in the treatment of osteoporosis: The development of a questionnaire for quality of life by the European Foundation for Osteoporosis. Osteoporosis International, 7(1), 36–38.
Lips, P., & van Schoor, N. M. (2005). Quality of life in patients with osteoporosis. Osteoporosis International, 16(5), 447–455. https://doi.org/10.1007/s00198-004-1762-7.
Lloyd, A., & Pickard, A. S. (2019). The EQ-5D and the EuroQol group. Value in Health, 22(1), 21–22. https://doi.org/10.1016/j.jval.2018.12.002.
Longworth, L., & Rowen, D. (2013). Mapping to obtain EQ-5D utility values for use in NICE health technology assessments. Value Health, 16(1), 202–210. https://doi.org/10.1016/j.jval.2012.10.010.
Luo, N., Liu, G., Li, M., Guan, H., Jin, X., & Rand-Hendriksen, K. (2017). Estimating an EQ-5D-5L value set for China. Value in Health, 20(4), 662–669. https://doi.org/10.1016/j.jval.2016.11.016.
Lydick, E., Martin, A., & Yawn, B. (1996). Impact of fears on quality of life in patients with a silent disease: osteoporosis. Clinical Therapeutics, 18(6), 1307–1315.
Madureira, M. M., Ciconelli, R. M., & Pereira, R. M. R. (2012). Quality of life measurements in patients with osteoporosis and fractures. Clinics (Sao Paulo, Brazil), 67(11), 1315–1320. https://doi.org/10.6061/clinics/2012(11)16.
Martin, A. R., Sornay-Rendu, E., Chandler, J. M., Duboeuf, F., Girman, C. J., & Delmas, P. D. (2002). The impact of osteoporosis on quality-of-life: the OFELY cohort. Bone, 31(1), 32–36. https://doi.org/10.1016/S8756-3282(02)00787-1.
McDonald, J. H. (2009). Handbook of biological statistics. Baltimore, MD: Sparky House publishing.
Myles, P. S., & Cui, J. (2007). Using the Bland-Altman method to measure agreement with repeated measures. BJA: British Journal of Anaesthesia, 99(3), 309–311. https://doi.org/10.1093/bja/aem214%JBJA.
Osteoporosis prevention, diagnosis, and therapy (2001). JAMA, 285(6), 785–795, https://doi.org/10.1001/jama.285.6.785.
Pasco, J. A., Seeman, E., Henry, M. J., Merriman, E. N., Nicholson, G. C., & Kotowicz, M. A. (2006). The population burden of fractures originates in women with osteopenia, not osteoporosis. Osteoporosis International, 17(9), 1404–1409. https://doi.org/10.1007/s00198-006-0135-9.
Richardson, J., Iezzi, A., Khan, M. A., & Maxwell, A. (2014). Validity and reliability of the Assessment of Quality of Life (AQoL)-8D multi-attribute utility instrument. Patient, 7(1), 85–96. https://doi.org/10.1007/s40271-013-0036-x.
Selivanova, A., Buskens, E., & Krabbe, P. F. M. (2018). Head-to-Head comparison of EQ-5D-3L and EQ-5D-5L Health Values. PharmacoEconomics, 36(6), 715–725. https://doi.org/10.1007/s40273-018-0647-0.
Shen, W., Burge, R., Naegeli, A. N., Shih, J., Alam, J., Gold, D. T., et al. (2014). Psychometric properties of the osteoporosis assessment questionnaire (OPAQ) 20: Results from the multiple outcomes of raloxifene evaluation (MORE) study. BMC Musculoskeletal Disorders, 15, 374. https://doi.org/10.1186/1471-2474-15-374.
Si, L., Winzenberg, T., Jiang, Q., Chen, M., & Palmer, A. (2015). Projection of osteoporosis-related fractures and costs in China: 2010–2050. Osteoporosis International, 26(7), 1929–1937.
Si, L., Winzenberg, T. M., de Graaff, B., & Palmer, A. J. (2014a). A systematic review and meta-analysis of utility-based quality of life for osteoporosis-related conditions. Osteoporosis International. https://doi.org/10.1007/s00198-014-2636-2.
Si, L., Winzenberg, T. M., Graaff, B., & Palmer, A. J. (2014b). A systematic review and meta-analysis of utility-based quality of life for osteoporosis-related conditions. Osteoporosis International, 25(8), 1987–1997.
Silverman, S. L. (2005). Quality-of-life issues in osteoporosis. Current rheumatology Reports, 7(1), 39–45. https://doi.org/10.1007/s11926-005-0007-x.
Svedbom, A., Borgstom, F., Hernlund, E., Strom, O., Alekna, V., Bianchi, M. L., et al. (2018). Quality of life for up to 18 months after low-energy hip, vertebral, and distal forearm fractures-results from the ICUROS. Osteoporosis International, 29(3), 557–566. https://doi.org/10.1007/s00198-017-4317-4.
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.
Whitehead, S. J., & Ali, S. (2010). Health outcomes in economic evaluation: the QALY and utilities. British Medical Bulletin, 96(1), 5–21. https://doi.org/10.1093/bmb/ldq033%.
Yang, L. S., Shan, B. L., Shan, L. L., Chin, P., Murray, S., Ahmadi, N., et al. (2016). A systematic review and meta-analysis of quality of life outcomes after radical cystectomy for bladder cancer. Surgical Oncology, 25(3), 281–297. https://doi.org/10.1016/j.suronc.2016.05.027.
Zhang, Z., Ou, Y., Sheng, Z., & Liao, E. (2014). How to decide intervention thresholds based on FRAX in central south Chinese postmenopausal women. Endocrine, 45(2), 195–197. https://doi.org/10.1007/s12020-013-0076-y.
Funding
This work is funded by the Science and Technology Planning Project of Guangdong Province, China [Grant Number 2016A020216013]. Dr Lei Si is supported by a National Health and Medical Research Council Early Career Fellowship [Grant Number GNT1139826] and a National Health and Medical Research Council (NHMRC) Project Grant (APP1127827). The funding sources had no role in the design of this study and will not have any role during its execution, analyses, interpretation of the data or decision to submit results.
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All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by LS, LT, GC, XZ, JL, QL and ZL. The first draft of the manuscript was written by LS and LT. All authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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LS, LT, YX, GC, MH, MY, YZ, XZ, YJ, QW, JG and AJP declare no conflicts of interest.
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Si, L., Tu, L., Xie, Y. et al. Evaluating Health Related Quality of Life in Older People at Risk of Osteoporotic Fracture: A Head-to-Head Comparison of the EQ-5D-5L and AQoL-6D. Soc Indic Res 160, 809–824 (2022). https://doi.org/10.1007/s11205-020-02414-8
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DOI: https://doi.org/10.1007/s11205-020-02414-8