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03-05-2021

Association between knee symptoms, change in knee symptoms over 6–9 years, and SF-6D health state utility among middle-aged Australians

Auteurs: Ambrish Singh, Julie A. Campbell, Alison Venn, Graeme Jones, Leigh Blizzard, Andrew J. Palmer, Terence Dwyer, Flavia Cicuttini, Changhai Ding, Benny Antony

Gepubliceerd in: Quality of Life Research | Uitgave 9/2021

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Abstract

Objectives

Health state utilities (HSUs) are an input metric for estimating quality-adjusted life-years (QALY) in cost–utility analyses. Currently, there is a paucity of data on association of knee symptoms with HSUs for middle-aged populations. We aimed to describe the association of knee symptoms and change in knee symptoms with SF-6D HSUs and described the distribution of HSUs against knee symptoms’ severity.

Methods

Participants (36–49-years) were selected from the third follow-up (completed 2019) of Australian Childhood Determinants of Adult Health study. SF-6D HSUs were generated from the participant-reported SF-12. Association between participant-reported WOMAC knee symptoms’ severity, change in knee symptoms over 6–9 years, and HSUs were evaluated using linear regression models.

Results

For the cross-sectional analysis, 1,567 participants were included; mean age 43.5 years, female 54%, BMI ± SD 27.18 ± 5.31 kg/m2. Mean ± SD HSUs for normal, moderate, and severe WOMAC scores were 0.820 ± 0.120, 0.800 ± 0.120, and 0.740 ± 0.130, respectively. A significant association was observed between worsening knee symptoms and HSUs in univariable and multivariable analyses after adjustment (age and sex). HSU decrement for normal-to-severe total-WOMAC and WOMAC-pain was − 0.080 (95% CI − 0.100 to − 0.060, p < 0.01) and − 0.067 (− 0.085 to − 0.048, p < 0.01), exceeding the mean minimal clinically important difference (0.04). Increase in knee pain over 6–9 years was associated with a significant reduction in HSU.

Conclusion

In a middle-aged population-based sample, there was an independent negative association between worse knee symptoms and SF-6D HSUs. Our findings may be used by decision-makers to define more realistic and conservative baseline and ongoing HSU values when assessing QALY changes associated with osteoarthritis interventions.
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Literatuur
1.
go back to reference Woolf, A. D., & Pfleger, B. (2003). Burden of major musculoskeletal conditions. Bulletin of the World Health Organization, 81(9), 646–656PubMedPubMedCentral Woolf, A. D., & Pfleger, B. (2003). Burden of major musculoskeletal conditions. Bulletin of the World Health Organization, 81(9), 646–656PubMedPubMedCentral
2.
go back to reference Muraki, S., Akune, T., Oka, H., En-yo, Y., Yoshida, M., Saika, A., et al. (2010). Impact of knee and low back pain on health-related quality of life in Japanese women: The Research on Osteoarthritis Against Disability (ROAD). Modern Rheumatology., 20(5), 444–451PubMedCrossRef Muraki, S., Akune, T., Oka, H., En-yo, Y., Yoshida, M., Saika, A., et al. (2010). Impact of knee and low back pain on health-related quality of life in Japanese women: The Research on Osteoarthritis Against Disability (ROAD). Modern Rheumatology., 20(5), 444–451PubMedCrossRef
3.
go back to reference Nguyen, U. S. D. T., Zhang, Y., Zhu, Y., Niu, J., Zhang, B., & Felson, D. T. (2011). Increasing prevalence of knee pain and symptomatic knee osteoarthritis: Survey and cohort data. Annals of Internal Medicine, 155(11), 725–732PubMedPubMedCentralCrossRef Nguyen, U. S. D. T., Zhang, Y., Zhu, Y., Niu, J., Zhang, B., & Felson, D. T. (2011). Increasing prevalence of knee pain and symptomatic knee osteoarthritis: Survey and cohort data. Annals of Internal Medicine, 155(11), 725–732PubMedPubMedCentralCrossRef
4.
go back to reference Jinks, C., Jordan, K., Ong, B. N., & Croft, P. (2004). A brief screening tool for knee pain in primary care (KNEST). 2. Results from a survey in the general population aged 50 and over. Rheumatology (Oxford), 43(1), 55–61CrossRef Jinks, C., Jordan, K., Ong, B. N., & Croft, P. (2004). A brief screening tool for knee pain in primary care (KNEST). 2. Results from a survey in the general population aged 50 and over. Rheumatology (Oxford), 43(1), 55–61CrossRef
5.
go back to reference Health AIo, Welfare. (2019). Osteoarthritis. AIHW. Health AIo, Welfare. (2019). Osteoarthritis. AIHW.
6.
go back to reference Vos, T., Lim, S. S., Abbafati, C., Abbas, K. M., Abbasi, M., Abbasifard, M., et al. (2020). Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: A systematic analysis for the Global Burden of Disease Study 2019. The Lancet, 396(10258), 1204–1222CrossRef Vos, T., Lim, S. S., Abbafati, C., Abbas, K. M., Abbasi, M., Abbasifard, M., et al. (2020). Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: A systematic analysis for the Global Burden of Disease Study 2019. The Lancet, 396(10258), 1204–1222CrossRef
7.
go back to reference Gaskin, D. J., & Richard, P. (2012). The economic costs of pain in the United States. The Journal of Pain, 13(8), 715–724PubMedCrossRef Gaskin, D. J., & Richard, P. (2012). The economic costs of pain in the United States. The Journal of Pain, 13(8), 715–724PubMedCrossRef
8.
go back to reference Bindawas, S. M., Vennu, V., & Al, S. S. (2015). Differences in health-related quality of life among subjects with frequent bilateral or unilateral knee pain: Data from the Osteoarthritis Initiative study. Journal of Orthopaedic and Sports Physical Therapy, 45(2), 128–136CrossRef Bindawas, S. M., Vennu, V., & Al, S. S. (2015). Differences in health-related quality of life among subjects with frequent bilateral or unilateral knee pain: Data from the Osteoarthritis Initiative study. Journal of Orthopaedic and Sports Physical Therapy, 45(2), 128–136CrossRef
9.
go back to reference Hunter, D. J., Nicolson, P. J. A., Little, C. B., Robbins, S. R., Wang, X., & Bennell, K. L. (2019). Developing strategic priorities in osteoarthritis research: Proceedings and recommendations arising from the 2017 Australian Osteoarthritis Summit. BMC Musculoskeletal Disorders, 20(1), 74PubMedPubMedCentralCrossRef Hunter, D. J., Nicolson, P. J. A., Little, C. B., Robbins, S. R., Wang, X., & Bennell, K. L. (2019). Developing strategic priorities in osteoarthritis research: Proceedings and recommendations arising from the 2017 Australian Osteoarthritis Summit. BMC Musculoskeletal Disorders, 20(1), 74PubMedPubMedCentralCrossRef
10.
go back to reference Xie, F., Kovic, B., Jin, X., He, X., Wang, M., & Silvestre, C. (2016). Economic and humanistic burden of osteoarthritis: A systematic review of large sample studies. PharmacoEconomics, 34(11), 1087–1100PubMedCrossRef Xie, F., Kovic, B., Jin, X., He, X., Wang, M., & Silvestre, C. (2016). Economic and humanistic burden of osteoarthritis: A systematic review of large sample studies. PharmacoEconomics, 34(11), 1087–1100PubMedCrossRef
11.
go back to reference Arden, N., Blanco, F., Cooper, C., Guermazi, A., Hayashi, D., Hunter, D., et al. (2014). Atlas of osteoarthritis. (1st ed.). Springer Healthcare Communications. Arden, N., Blanco, F., Cooper, C., Guermazi, A., Hayashi, D., Hunter, D., et al. (2014). Atlas of osteoarthritis. (1st ed.). Springer Healthcare Communications.
12.
go back to reference Salaffi, F., Carotti, M., & Grassi, W. (2005). Health-related quality of life in patients with hip or knee osteoarthritis: Comparison of generic and disease-specific instruments. Clinical Rheumatology, 24(1), 29–37PubMedCrossRef Salaffi, F., Carotti, M., & Grassi, W. (2005). Health-related quality of life in patients with hip or knee osteoarthritis: Comparison of generic and disease-specific instruments. Clinical Rheumatology, 24(1), 29–37PubMedCrossRef
13.
go back to reference Pang, J., Cao, Y. L., Zheng, Y. X., Gao, N. Y., Wang, X. Z., Chen, B., et al. (2015). Influence of pain severity on health-related quality of life in Chinese knee osteoarthritis patients. International Journal of Clinical and Experimental Medicine, 8(3), 4472–4479PubMedPubMedCentral Pang, J., Cao, Y. L., Zheng, Y. X., Gao, N. Y., Wang, X. Z., Chen, B., et al. (2015). Influence of pain severity on health-related quality of life in Chinese knee osteoarthritis patients. International Journal of Clinical and Experimental Medicine, 8(3), 4472–4479PubMedPubMedCentral
14.
go back to reference Kiadaliri, A. A., Lamm, C. J., de Verdier, M. G., Engström, G., Turkiewicz, A., Lohmander, L. S., et al. (2016). Association of knee pain and different definitions of knee osteoarthritis with health-related quality of life: A population-based cohort study in southern Sweden. Health and Quality of Life Outcomes, 14(1), 121PubMedPubMedCentralCrossRef Kiadaliri, A. A., Lamm, C. J., de Verdier, M. G., Engström, G., Turkiewicz, A., Lohmander, L. S., et al. (2016). Association of knee pain and different definitions of knee osteoarthritis with health-related quality of life: A population-based cohort study in southern Sweden. Health and Quality of Life Outcomes, 14(1), 121PubMedPubMedCentralCrossRef
15.
go back to reference Törmälehto, S., Mononen, M. E., Aarnio, E., Arokoski, J. P., Korhonen, R. K., & Martikainen, J. (2018). Health-related quality of life in relation to symptomatic and radiographic definitions of knee osteoarthritis: Data from Osteoarthritis Initiative (OAI) 4-year follow-up study. Health and Quality of Life Outcomes, 16(1), 154PubMedPubMedCentralCrossRef Törmälehto, S., Mononen, M. E., Aarnio, E., Arokoski, J. P., Korhonen, R. K., & Martikainen, J. (2018). Health-related quality of life in relation to symptomatic and radiographic definitions of knee osteoarthritis: Data from Osteoarthritis Initiative (OAI) 4-year follow-up study. Health and Quality of Life Outcomes, 16(1), 154PubMedPubMedCentralCrossRef
16.
go back to reference Bindawas, S. M., Vennu, V., & Auais, M. (2015). Health-related quality of life in older adults with bilateral knee pain and back pain: Data from the Osteoarthritis Initiative. Rheumatology International, 35(12), 2095–2101PubMedPubMedCentralCrossRef Bindawas, S. M., Vennu, V., & Auais, M. (2015). Health-related quality of life in older adults with bilateral knee pain and back pain: Data from the Osteoarthritis Initiative. Rheumatology International, 35(12), 2095–2101PubMedPubMedCentralCrossRef
17.
go back to reference Bellamy, N. (2002). WOMAC: A 20-year experiential review of a patient-centered self-reported health status questionnaire. Journal of Rheumatology, 29(12), 2473–2476 Bellamy, N. (2002). WOMAC: A 20-year experiential review of a patient-centered self-reported health status questionnaire. Journal of Rheumatology, 29(12), 2473–2476
18.
go back to reference McConnell, S., Kolopack, P., & Davis, A. M. (2001). The Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC): A review of its utility and measurement properties. Arthritis and Rheumatism, 45(5), 453–461PubMedCrossRef McConnell, S., Kolopack, P., & Davis, A. M. (2001). The Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC): A review of its utility and measurement properties. Arthritis and Rheumatism, 45(5), 453–461PubMedCrossRef
19.
go back to reference Xie, F., Pullenayegum, E. M., Li, S. C., Hopkins, R., Thumboo, J., & Lo, N. N. (2010). Use of a disease-specific instrument in economic evaluations: Mapping WOMAC onto the EQ-5D utility index. Value in Health, 13(8), 873–878PubMedCrossRef Xie, F., Pullenayegum, E. M., Li, S. C., Hopkins, R., Thumboo, J., & Lo, N. N. (2010). Use of a disease-specific instrument in economic evaluations: Mapping WOMAC onto the EQ-5D utility index. Value in Health, 13(8), 873–878PubMedCrossRef
20.
go back to reference Kharroubi, S. A., Brazier, J. E., Roberts, J., & O’Hagan, A. (2007). Modelling SF-6D health state preference data using a nonparametric Bayesian method. Journal of Health Economics, 26(3), 597–612PubMedCrossRef Kharroubi, S. A., Brazier, J. E., Roberts, J., & O’Hagan, A. (2007). Modelling SF-6D health state preference data using a nonparametric Bayesian method. Journal of Health Economics, 26(3), 597–612PubMedCrossRef
21.
go back to reference Mulhern, B., Feng, Y., Shah, K., Janssen, M. F., Herdman, M., van Hout, B., et al. (2018). Comparing the UK EQ-5D-3L and English EQ-5D-5L value sets. PharmacoEconomics, 36(6), 699–713PubMedPubMedCentralCrossRef Mulhern, B., Feng, Y., Shah, K., Janssen, M. F., Herdman, M., van Hout, B., et al. (2018). Comparing the UK EQ-5D-3L and English EQ-5D-5L value sets. PharmacoEconomics, 36(6), 699–713PubMedPubMedCentralCrossRef
22.
go back to reference Richardson, J., Sinha, K., Iezzi, A., & Khan, M. A. (2014). Modelling utility weights for the Assessment of Quality of Life (AQoL)-8D. Quality of Life Research, 23(8), 2395–2404PubMedCrossRef Richardson, J., Sinha, K., Iezzi, A., & Khan, M. A. (2014). Modelling utility weights for the Assessment of Quality of Life (AQoL)-8D. Quality of Life Research, 23(8), 2395–2404PubMedCrossRef
23.
go back to reference Feeny, D., Furlong, W., Torrance, G. W., Goldsmith, C. H., Zhu, Z., DePauw, S., et al. (2002). Multiattribute and single-attribute utility functions for the health utilities index mark 3 system. Medical Care, 40(2), 113–128PubMedCrossRef Feeny, D., Furlong, W., Torrance, G. W., Goldsmith, C. H., Zhu, Z., DePauw, S., et al. (2002). Multiattribute and single-attribute utility functions for the health utilities index mark 3 system. Medical Care, 40(2), 113–128PubMedCrossRef
24.
go back to reference Brazier, J. E., & Roberts, J. (2004). The estimation of a preference-based measure of health from the SF-12. Medical Care, 42, 851–859PubMedCrossRef Brazier, J. E., & Roberts, J. (2004). The estimation of a preference-based measure of health from the SF-12. Medical Care, 42, 851–859PubMedCrossRef
25.
go back to reference Horsman, J., Furlong, W., Feeny, D., & Torrance, G. (2003). The Health Utilities Index (HUI®): Concepts, measurement properties and applications. Health and Quality of Life Outcomes, 1(1), 54PubMedPubMedCentralCrossRef Horsman, J., Furlong, W., Feeny, D., & Torrance, G. (2003). The Health Utilities Index (HUI®): Concepts, measurement properties and applications. Health and Quality of Life Outcomes, 1(1), 54PubMedPubMedCentralCrossRef
26.
go back to reference Brooks R, Group E. (1996). EuroQol: The current state of play. Health Policy, 37(1), 53–72CrossRef Brooks R, Group E. (1996). EuroQol: The current state of play. Health Policy, 37(1), 53–72CrossRef
27.
go back to reference Edlin, R., McCabe, C., Hulme, C., Hall, P., & Wright, J. (2015). Cost effectiveness modelling for health technology assessment. Springer. Edlin, R., McCabe, C., Hulme, C., Hall, P., & Wright, J. (2015). Cost effectiveness modelling for health technology assessment. Springer.
28.
go back to reference Muennig, P., & Bounthavong, M. (2016). Cost-effectiveness analysis in health: A practical approach. Wiley. Muennig, P., & Bounthavong, M. (2016). Cost-effectiveness analysis in health: A practical approach. Wiley.
31.
go back to reference Torrance, G. W., & Feeny, D. (1989). Utilities and quality-adjusted life years. International Journal of Technology Assessment in Health Care, 5(4), 559–575PubMedCrossRef Torrance, G. W., & Feeny, D. (1989). Utilities and quality-adjusted life years. International Journal of Technology Assessment in Health Care, 5(4), 559–575PubMedCrossRef
32.
go back to reference Karmarkar, T. D., Maurer, A., Parks, M. L., Mason, T., Bejinez-Eastman, A., Harrington, M., et al. (2017). A fresh perspective on a familiar problem: Examining disparities in knee osteoarthritis using a Markov model. Medical Care, 55(12), 993PubMedPubMedCentralCrossRef Karmarkar, T. D., Maurer, A., Parks, M. L., Mason, T., Bejinez-Eastman, A., Harrington, M., et al. (2017). A fresh perspective on a familiar problem: Examining disparities in knee osteoarthritis using a Markov model. Medical Care, 55(12), 993PubMedPubMedCentralCrossRef
33.
go back to reference Beck, J. R., & Pauker, S. G. (1983). The Markov process in medical prognosis. Medical Decision Making, 3(4), 419–458PubMedCrossRef Beck, J. R., & Pauker, S. G. (1983). The Markov process in medical prognosis. Medical Decision Making, 3(4), 419–458PubMedCrossRef
34.
go back to reference Sonnenberg, F. A., & Beck, J. R. (1993). Markov models in medical decision making: A practical guide. Medical Decision Making, 13(4), 322–338PubMedCrossRef Sonnenberg, F. A., & Beck, J. R. (1993). Markov models in medical decision making: A practical guide. Medical Decision Making, 13(4), 322–338PubMedCrossRef
35.
go back to reference Graves, N., Wloch, C., Wilson, J., Barnett, A., Sutton, A., Cooper, N., et al. (2016). A cost-effectiveness modelling study of strategies to reduce risk of infection following primary hip replacement based on a systematic review. Health Technology Assessment. https://doi.org/10.3310/hta20540CrossRefPubMed Graves, N., Wloch, C., Wilson, J., Barnett, A., Sutton, A., Cooper, N., et al. (2016). A cost-effectiveness modelling study of strategies to reduce risk of infection following primary hip replacement based on a systematic review. Health Technology Assessment. https://​doi.​org/​10.​3310/​hta20540CrossRefPubMed
36.
go back to reference Clarke, P. M., Hayes, A. J., Glasziou, P. G., Scott, R., Simes, J., & Keech, A. C. (2009). Using the EQ-5D index score as a predictor of outcomes in patients with type 2 diabetes. Medical Care, 47(1), 61–68PubMedCrossRef Clarke, P. M., Hayes, A. J., Glasziou, P. G., Scott, R., Simes, J., & Keech, A. C. (2009). Using the EQ-5D index score as a predictor of outcomes in patients with type 2 diabetes. Medical Care, 47(1), 61–68PubMedCrossRef
37.
go back to reference Skinner, E. H., Denehy, L., Warrillow, S., & Hawthorne, G. (2013). Comparison of the measurement properties of the AQoL and SF-6D in critical illness. Critical Care and Resuscitation, 15(3), 205–212PubMed Skinner, E. H., Denehy, L., Warrillow, S., & Hawthorne, G. (2013). Comparison of the measurement properties of the AQoL and SF-6D in critical illness. Critical Care and Resuscitation, 15(3), 205–212PubMed
39.
go back to reference Jinks, C., Jordan, K., & Croft, P. (2002). Measuring the population impact of knee pain and disability with the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC). Pain, 100(1–2), 55–64PubMedCrossRef Jinks, C., Jordan, K., & Croft, P. (2002). Measuring the population impact of knee pain and disability with the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC). Pain, 100(1–2), 55–64PubMedCrossRef
40.
go back to reference Wilkie, R., Peat, G., Thomas, E., & Croft, P. (2007). Factors associated with restricted mobility outside the home in community-dwelling adults ages fifty years and older with knee pain: An example of use of the International Classification of Functioning to investigate participation restriction. Arthritis and Rheumatism, 57(8), 1381–1389PubMedCrossRef Wilkie, R., Peat, G., Thomas, E., & Croft, P. (2007). Factors associated with restricted mobility outside the home in community-dwelling adults ages fifty years and older with knee pain: An example of use of the International Classification of Functioning to investigate participation restriction. Arthritis and Rheumatism, 57(8), 1381–1389PubMedCrossRef
41.
go back to reference Jinks, C., Jordan, K., & Croft, P. (2007). Osteoarthritis as a public health problem: The impact of developing knee pain on physical function in adults living in the community: (KNEST 3). Rheumatology (Oxford), 46(5), 877–881CrossRef Jinks, C., Jordan, K., & Croft, P. (2007). Osteoarthritis as a public health problem: The impact of developing knee pain on physical function in adults living in the community: (KNEST 3). Rheumatology (Oxford), 46(5), 877–881CrossRef
42.
go back to reference Fransen, M., Su, S., Harmer, A., Blyth, F. M., Naganathan, V., Sambrook, P., et al. (2013). A longitudinal study of knee pain in older men: Concord Health and Ageing in Men Project. Age and Ageing, 43(2), 206–212PubMedCrossRef Fransen, M., Su, S., Harmer, A., Blyth, F. M., Naganathan, V., Sambrook, P., et al. (2013). A longitudinal study of knee pain in older men: Concord Health and Ageing in Men Project. Age and Ageing, 43(2), 206–212PubMedCrossRef
43.
go back to reference Woo, J., Leung, J., & Lau, E. (2009). Prevalence and correlates of musculoskeletal pain in Chinese elderly and the impact on 4-year physical function and quality of life. Public Health, 123(8), 549–556PubMedCrossRef Woo, J., Leung, J., & Lau, E. (2009). Prevalence and correlates of musculoskeletal pain in Chinese elderly and the impact on 4-year physical function and quality of life. Public Health, 123(8), 549–556PubMedCrossRef
44.
go back to reference Venn, A. J., Thomson, R. J., Schmidt, M. D., Cleland, V. J., Curry, B. A., Gennat, H. C., et al. (2007). Overweight and obesity from childhood to adulthood: A follow-up of participants in the 1985 Australian Schools Health and Fitness Survey. Medical Journal of Australia, 186(9), 458–460CrossRef Venn, A. J., Thomson, R. J., Schmidt, M. D., Cleland, V. J., Curry, B. A., Gennat, H. C., et al. (2007). Overweight and obesity from childhood to adulthood: A follow-up of participants in the 1985 Australian Schools Health and Fitness Survey. Medical Journal of Australia, 186(9), 458–460CrossRef
45.
go back to reference Magnussen, C. G., Raitakari, O. T., Thomson, R., Juonala, M., Patel, D. A., Viikari, J. S., et al. (2008). Utility of currently recommended pediatric dyslipidemia classifications in predicting dyslipidemia in adulthood: evidence from the Childhood Determinants of Adult Health (CDAH) study, Cardiovascular Risk in Young Finns Study, and Bogalusa Heart Study. Circulation, 117(1), 32–42PubMedCrossRef Magnussen, C. G., Raitakari, O. T., Thomson, R., Juonala, M., Patel, D. A., Viikari, J. S., et al. (2008). Utility of currently recommended pediatric dyslipidemia classifications in predicting dyslipidemia in adulthood: evidence from the Childhood Determinants of Adult Health (CDAH) study, Cardiovascular Risk in Young Finns Study, and Bogalusa Heart Study. Circulation, 117(1), 32–42PubMedCrossRef
46.
go back to reference Smith, K. J., Sanderson, K., McNaughton, S. A., Gall, S. L., Dwyer, T., & Venn, A. J. (2014). Longitudinal associations between fish consumption and depression in young adults. American Journal of Epidemiology, 179(10), 1228–1235PubMedCrossRef Smith, K. J., Sanderson, K., McNaughton, S. A., Gall, S. L., Dwyer, T., & Venn, A. J. (2014). Longitudinal associations between fish consumption and depression in young adults. American Journal of Epidemiology, 179(10), 1228–1235PubMedCrossRef
47.
go back to reference Tian, J., Gall, S., Patterson, K., Otahal, P., Blizzard, L., Patton, G., et al. (2019). Socioeconomic position over the life course from childhood and smoking status in mid-adulthood: Results from a 25-year follow-up study. BMC Public Health, 19(1), 169PubMedPubMedCentralCrossRef Tian, J., Gall, S., Patterson, K., Otahal, P., Blizzard, L., Patton, G., et al. (2019). Socioeconomic position over the life course from childhood and smoking status in mid-adulthood: Results from a 25-year follow-up study. BMC Public Health, 19(1), 169PubMedPubMedCentralCrossRef
48.
go back to reference Tian, J., Venn, A. J., Blizzard, L., Patton, G. C., Dwyer, T., & Gall, S. L. (2016). Smoking status and health-related quality of life: A longitudinal study in young adults. Quality of Life Research, 25(3), 669–685PubMedCrossRef Tian, J., Venn, A. J., Blizzard, L., Patton, G. C., Dwyer, T., & Gall, S. L. (2016). Smoking status and health-related quality of life: A longitudinal study in young adults. Quality of Life Research, 25(3), 669–685PubMedCrossRef
49.
go back to reference Antony, B., Jones, G., Venn, A., Cicuttini, F., March, L., Blizzard, L., et al. (2015). Association between childhood overweight measures and adulthood knee pain, stiffness and dysfunction: A 25-year cohort study. Annals of the Rheumatic Diseases, 74(4), 711–717PubMedCrossRef Antony, B., Jones, G., Venn, A., Cicuttini, F., March, L., Blizzard, L., et al. (2015). Association between childhood overweight measures and adulthood knee pain, stiffness and dysfunction: A 25-year cohort study. Annals of the Rheumatic Diseases, 74(4), 711–717PubMedCrossRef
50.
go back to reference Obese, H. (1998). Body Mass Index (BMI). Obesity Research, 6(2), 51S-209S Obese, H. (1998). Body Mass Index (BMI). Obesity Research, 6(2), 51S-209S
51.
go back to reference World Health Organization. (2000). Obesity: Preventing and managing the global epidemic. World Health Organization. World Health Organization. (2000). Obesity: Preventing and managing the global epidemic. World Health Organization.
52.
go back to reference Heintjes, E., Bierma-Zeinstra, S., Berger, M., & Koes, B. (2008). Lysholm scale and WOMAC index were responsive in prospective cohort of young general practice patients. Journal of Clinical Epidemiology, 61(5), 481–488PubMedCrossRef Heintjes, E., Bierma-Zeinstra, S., Berger, M., & Koes, B. (2008). Lysholm scale and WOMAC index were responsive in prospective cohort of young general practice patients. Journal of Clinical Epidemiology, 61(5), 481–488PubMedCrossRef
53.
go back to reference Antony, B., Venn, A., Cicuttini, F., March, L., Blizzard, L., Dwyer, T., et al. (2016). Correlates of knee bone marrow lesions in younger adults. Arthritis Research & Therapy, 18, 31CrossRef Antony, B., Venn, A., Cicuttini, F., March, L., Blizzard, L., Dwyer, T., et al. (2016). Correlates of knee bone marrow lesions in younger adults. Arthritis Research & Therapy, 18, 31CrossRef
54.
go back to reference Zhang, B., Lin, H., Hunter, D. J., Neogi, T., Wise, B., Choy, E., et al. (2009). A multistate transition model for osteoarthritis pain change. Communications in Statistics – Theory and Methods, 38(18), 3297–3306PubMedPubMedCentralCrossRef Zhang, B., Lin, H., Hunter, D. J., Neogi, T., Wise, B., Choy, E., et al. (2009). A multistate transition model for osteoarthritis pain change. Communications in Statistics – Theory and Methods, 38(18), 3297–3306PubMedPubMedCentralCrossRef
55.
go back to reference Obradovic, M., Lal, A., & Liedgens, H. (2013). Validity and responsiveness of EuroQol-5 dimension (EQ-5D) versus Short Form-6 dimension (SF-6D) questionnaire in chronic pain. Health and Quality of Life Outcomes, 11(1), 110PubMedPubMedCentralCrossRef Obradovic, M., Lal, A., & Liedgens, H. (2013). Validity and responsiveness of EuroQol-5 dimension (EQ-5D) versus Short Form-6 dimension (SF-6D) questionnaire in chronic pain. Health and Quality of Life Outcomes, 11(1), 110PubMedPubMedCentralCrossRef
56.
go back to reference Campbell, J. A., Jelinek, G. A., Weiland, T. J., Nag, N., Neate, S. L., Palmer, A. J., et al. (2020). SF-6D health state utilities for lifestyle, sociodemographic and clinical characteristics of a large international cohort of people with multiple sclerosis. Quality of Life Research, 29(9), 2509–2527PubMedCrossRef Campbell, J. A., Jelinek, G. A., Weiland, T. J., Nag, N., Neate, S. L., Palmer, A. J., et al. (2020). SF-6D health state utilities for lifestyle, sociodemographic and clinical characteristics of a large international cohort of people with multiple sclerosis. Quality of Life Research, 29(9), 2509–2527PubMedCrossRef
57.
go back to reference Dritsaki, M., Petrou, S., Williams, M., & Lamb, S. E. (2017). An empirical evaluation of the SF-12, SF-6D, EQ-5D and Michigan Hand Outcome Questionnaire in patients with rheumatoid arthritis of the hand. Health and Quality of Life Outcomes, 15(1), 20PubMedPubMedCentralCrossRef Dritsaki, M., Petrou, S., Williams, M., & Lamb, S. E. (2017). An empirical evaluation of the SF-12, SF-6D, EQ-5D and Michigan Hand Outcome Questionnaire in patients with rheumatoid arthritis of the hand. Health and Quality of Life Outcomes, 15(1), 20PubMedPubMedCentralCrossRef
58.
go back to reference Jayadevappa, R., Cook, R., & Chhatre, S. (2017). Minimal important difference to infer changes in health-related quality of life—A systematic review. Journal of Clinical Epidemiology, 89, 188–198PubMedCrossRef Jayadevappa, R., Cook, R., & Chhatre, S. (2017). Minimal important difference to infer changes in health-related quality of life—A systematic review. Journal of Clinical Epidemiology, 89, 188–198PubMedCrossRef
59.
go back to reference 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), 1523–1532PubMedCrossRef 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), 1523–1532PubMedCrossRef
60.
go back to reference Luo, N., Johnson, J. A., & Coons, S. J. (2010). Using instrument-defined health state transitions to estimate minimally important differences for four preference-based health-related quality of life instruments. Medical Care, 48, 365–371PubMedCrossRef Luo, N., Johnson, J. A., & Coons, S. J. (2010). Using instrument-defined health state transitions to estimate minimally important differences for four preference-based health-related quality of life instruments. Medical Care, 48, 365–371PubMedCrossRef
61.
go back to reference Lee, B. B., King, M. T., Simpson, J. M., Haran, M. J., Stockler, M. R., Marial, O., et al. (2008). Validity, responsiveness, and minimal important difference for the SF-6D health utility scale in a spinal cord injured population. Value in Health, 11(4), 680–688PubMedCrossRef Lee, B. B., King, M. T., Simpson, J. M., Haran, M. J., Stockler, M. R., Marial, O., et al. (2008). Validity, responsiveness, and minimal important difference for the SF-6D health utility scale in a spinal cord injured population. Value in Health, 11(4), 680–688PubMedCrossRef
62.
go back to reference Norman, R., Church, J., van den Berg, B., & Goodall, S. (2013). Australian health-related quality of life population norms derived from the SF-6D. Australian and New Zealand Journal of Public Health, 37(1), 17–23PubMedCrossRef Norman, R., Church, J., van den Berg, B., & Goodall, S. (2013). Australian health-related quality of life population norms derived from the SF-6D. Australian and New Zealand Journal of Public Health, 37(1), 17–23PubMedCrossRef
65.
go back to reference Agaliotis, M., Fransen, M., Bridgett, L., Nairn, L., Votrubec, M., Jan, S., et al. (2013). Risk factors associated with reduced work productivity among people with chronic knee pain. Osteoarthritis and Cartilage, 21(9), 1160–1169PubMedCrossRef Agaliotis, M., Fransen, M., Bridgett, L., Nairn, L., Votrubec, M., Jan, S., et al. (2013). Risk factors associated with reduced work productivity among people with chronic knee pain. Osteoarthritis and Cartilage, 21(9), 1160–1169PubMedCrossRef
66.
go back to reference Sayre, E. C., Li, L. C., Kopec, J. A., Esdaile, J. M., Bar, S., & Cibere, J. (2010). The effect of disease site (knee, hip, hand, foot, lower back or neck) on employment reduction due to osteoarthritis. PLoS ONE, 5(5), e10470PubMedPubMedCentralCrossRef Sayre, E. C., Li, L. C., Kopec, J. A., Esdaile, J. M., Bar, S., & Cibere, J. (2010). The effect of disease site (knee, hip, hand, foot, lower back or neck) on employment reduction due to osteoarthritis. PLoS ONE, 5(5), e10470PubMedPubMedCentralCrossRef
67.
go back to reference Hubertsson, J., Petersson, I. F., Thorstensson, C. A., & Englund, M. (2013). Risk of sick leave and disability pension in working-age women and men with knee osteoarthritis. Annals of the Rheumatic Diseases, 72(3), 401–405PubMedCrossRef Hubertsson, J., Petersson, I. F., Thorstensson, C. A., & Englund, M. (2013). Risk of sick leave and disability pension in working-age women and men with knee osteoarthritis. Annals of the Rheumatic Diseases, 72(3), 401–405PubMedCrossRef
68.
go back to reference Afzali, T., Fangel, M. V., Vestergaard, A. S., Rathleff, M. S., Ehlers, L. H., & Jensen, M. B. (2018). Cost-effectiveness of treatments for non-osteoarthritic knee pain conditions: A systematic review. PLoS ONE, 13(12), e0209240PubMedPubMedCentralCrossRef Afzali, T., Fangel, M. V., Vestergaard, A. S., Rathleff, M. S., Ehlers, L. H., & Jensen, M. B. (2018). Cost-effectiveness of treatments for non-osteoarthritic knee pain conditions: A systematic review. PLoS ONE, 13(12), e0209240PubMedPubMedCentralCrossRef
69.
go back to reference Ara, R., Brazier, J., & Zouraq, I. A. (2017). The use of health state utility values in decision models. PharmacoEconomics, 35(1), 77–88PubMedCrossRef Ara, R., Brazier, J., & Zouraq, I. A. (2017). The use of health state utility values in decision models. PharmacoEconomics, 35(1), 77–88PubMedCrossRef
70.
go back to reference Ara, R., & Brazier, J. E. (2010). Populating an economic model with health state utility values: Moving toward better practice. Value in Health, 13(5), 509–518PubMedCrossRef Ara, R., & Brazier, J. E. (2010). Populating an economic model with health state utility values: Moving toward better practice. Value in Health, 13(5), 509–518PubMedCrossRef
71.
go back to reference Ara, R., & Wailoo, A. (2012). Using health state utility values in models exploring the cost-effectiveness of health technologies. Value in Health, 15(6), 971–974PubMedCrossRef Ara, R., & Wailoo, A. (2012). Using health state utility values in models exploring the cost-effectiveness of health technologies. Value in Health, 15(6), 971–974PubMedCrossRef
72.
go back to reference Paxton, E. S., Kymes, S. M., & Brophy, R. H. (2010). Cost-effectiveness of anterior cruciate ligament reconstruction: A preliminary comparison of single-bundle and double-bundle techniques. The American Journal of Sports Medicine, 38(12), 2417–2425PubMedCrossRef Paxton, E. S., Kymes, S. M., & Brophy, R. H. (2010). Cost-effectiveness of anterior cruciate ligament reconstruction: A preliminary comparison of single-bundle and double-bundle techniques. The American Journal of Sports Medicine, 38(12), 2417–2425PubMedCrossRef
73.
go back to reference Brazier, J. (2008). Valuing health states for use in cost-effectiveness analysis. PharmacoEconomics, 26(9), 769–779PubMedCrossRef Brazier, J. (2008). Valuing health states for use in cost-effectiveness analysis. PharmacoEconomics, 26(9), 769–779PubMedCrossRef
74.
go back to reference Wilson, R., & Abbott, J. H. (2018). Development and validation of a new population-based simulation model of osteoarthritis in New Zealand. Osteoarthritis Cartilage, 26(4), 531–539PubMedCrossRef Wilson, R., & Abbott, J. H. (2018). Development and validation of a new population-based simulation model of osteoarthritis in New Zealand. Osteoarthritis Cartilage, 26(4), 531–539PubMedCrossRef
75.
go back to reference Abbott, J. H., Usiskin, I. M., Wilson, R., Hansen, P., & Losina, E. (2017). The quality-of-life burden of knee osteoarthritis in New Zealand adults: A model-based evaluation. PLoS ONE, 12(10), e0185676PubMedPubMedCentralCrossRef Abbott, J. H., Usiskin, I. M., Wilson, R., Hansen, P., & Losina, E. (2017). The quality-of-life burden of knee osteoarthritis in New Zealand adults: A model-based evaluation. PLoS ONE, 12(10), e0185676PubMedPubMedCentralCrossRef
76.
go back to reference Muraki, S., Akune, T., Oka, H., En-Yo, Y., Yoshida, M., Saika, A., et al. (2011). Health-related quality of life in subjects with low back pain and knee pain in a population-based cohort study of Japanese men: The Research on Osteoarthritis Against Disability study. Spine (Phila Pa 1976), 36(16), 1312–1319CrossRef Muraki, S., Akune, T., Oka, H., En-Yo, Y., Yoshida, M., Saika, A., et al. (2011). Health-related quality of life in subjects with low back pain and knee pain in a population-based cohort study of Japanese men: The Research on Osteoarthritis Against Disability study. Spine (Phila Pa 1976), 36(16), 1312–1319CrossRef
77.
go back to reference Antonopoulou, M. D., Alegakis, A. K., Hadjipavlou, A. G., & Lionis, C. D. (2009). Studying the association between musculoskeletal disorders, quality of life and mental health. A primary care pilot study in rural Crete, Greece. BMC Musculoskeletal Disorders, 10, 143PubMedPubMedCentralCrossRef Antonopoulou, M. D., Alegakis, A. K., Hadjipavlou, A. G., & Lionis, C. D. (2009). Studying the association between musculoskeletal disorders, quality of life and mental health. A primary care pilot study in rural Crete, Greece. BMC Musculoskeletal Disorders, 10, 143PubMedPubMedCentralCrossRef
78.
go back to reference Norimatsu, T., Osaki, M., Tomita, M., Ye, Z., Abe, Y., Honda, S., et al. (2011). Factors predicting health-related quality of life in knee osteoarthritis among community-dwelling women in Japan: The Hizen-Oshima study. Orthopedics, 34(9), e535–e540PubMedCrossRef Norimatsu, T., Osaki, M., Tomita, M., Ye, Z., Abe, Y., Honda, S., et al. (2011). Factors predicting health-related quality of life in knee osteoarthritis among community-dwelling women in Japan: The Hizen-Oshima study. Orthopedics, 34(9), e535–e540PubMedCrossRef
79.
go back to reference Hoogeboom, T. J., den Broeder, A. A., de Bie, R. A., & van den Ende, C. H. M. (2013). Longitudinal impact of joint pain comorbidity on quality of life and activity levels in knee osteoarthritis: Data from the Osteoarthritis Initiative. Rheumatology (Oxford, England), 52(3), 543–546CrossRef Hoogeboom, T. J., den Broeder, A. A., de Bie, R. A., & van den Ende, C. H. M. (2013). Longitudinal impact of joint pain comorbidity on quality of life and activity levels in knee osteoarthritis: Data from the Osteoarthritis Initiative. Rheumatology (Oxford, England), 52(3), 543–546CrossRef
80.
go back to reference Kauppila, A. M., Kyllonen, E., Mikkonen, P., Ohtonen, P., Laine, V., Siira, P., et al. (2009). Disability in end-stage knee osteoarthritis. Disability and Rehabilitation, 31(5), 370–380PubMedCrossRef Kauppila, A. M., Kyllonen, E., Mikkonen, P., Ohtonen, P., Laine, V., Siira, P., et al. (2009). Disability in end-stage knee osteoarthritis. Disability and Rehabilitation, 31(5), 370–380PubMedCrossRef
81.
go back to reference Adegoke, B. O., Babatunde, F. O., & Oyeyemi, A. L. (2012). Pain, balance, self-reported function and physical function in individuals with knee osteoarthritis. Physiotherapy Theory and Practice, 28(1), 32–40PubMedCrossRef Adegoke, B. O., Babatunde, F. O., & Oyeyemi, A. L. (2012). Pain, balance, self-reported function and physical function in individuals with knee osteoarthritis. Physiotherapy Theory and Practice, 28(1), 32–40PubMedCrossRef
82.
go back to reference Jordan, J., Luta, G., Renner, J., Dragomir, A., Hochberg, M., & Fryer, J. (1997). Knee pain and knee osteoarthritis severity in self-reported task specific disability: The Johnston County Osteoarthritis Project. Journal of Rheumatology, 24(7), 1344–1349 Jordan, J., Luta, G., Renner, J., Dragomir, A., Hochberg, M., & Fryer, J. (1997). Knee pain and knee osteoarthritis severity in self-reported task specific disability: The Johnston County Osteoarthritis Project. Journal of Rheumatology, 24(7), 1344–1349
83.
go back to reference Cherepanov, D., Palta, M., Fryback, D. G., & Robert, S. A. (2010). Gender differences in health-related quality-of-life are partly explained by sociodemographic and socioeconomic variation between adult men and women in the US: Evidence from four US nationally representative data sets. Quality of Life Research, 19(8), 1115–1124PubMedPubMedCentralCrossRef Cherepanov, D., Palta, M., Fryback, D. G., & Robert, S. A. (2010). Gender differences in health-related quality-of-life are partly explained by sociodemographic and socioeconomic variation between adult men and women in the US: Evidence from four US nationally representative data sets. Quality of Life Research, 19(8), 1115–1124PubMedPubMedCentralCrossRef
84.
go back to reference Lundberg, L., Johannesson, M., Isacson, D. G. L., & Borgquist, L. (1999). Health-state utilities in a general population in relation to age, gender and socioeconomic factors. European Journal of Public Health, 9(3), 211–217CrossRef Lundberg, L., Johannesson, M., Isacson, D. G. L., & Borgquist, L. (1999). Health-state utilities in a general population in relation to age, gender and socioeconomic factors. European Journal of Public Health, 9(3), 211–217CrossRef
Metagegevens
Titel
Association between knee symptoms, change in knee symptoms over 6–9 years, and SF-6D health state utility among middle-aged Australians
Auteurs
Ambrish Singh
Julie A. Campbell
Alison Venn
Graeme Jones
Leigh Blizzard
Andrew J. Palmer
Terence Dwyer
Flavia Cicuttini
Changhai Ding
Benny Antony
Publicatiedatum
03-05-2021
Uitgeverij
Springer International Publishing
Gepubliceerd in
Quality of Life Research / Uitgave 9/2021
Print ISSN: 0962-9343
Elektronisch ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-021-02859-5