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Published in: Quality of Life Research 9/2020

Open Access 01-09-2020

Does the EQ-5D usual activities dimension measure what it intends to measure? The relative importance of work, study, housework, family or leisure activities

Authors: Thor Gamst-Klaussen, Admassu N. Lamu

Published in: Quality of Life Research | Issue 9/2020

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Abstract

Background

The EQ-5D is the most widely used generic preference-based health-related quality of life measure. It comprises five dimensions: mobility, self-care, usual activities, pain/discomfort and anxiety/depression. The usual activities dimension asks respondents to evaluate the severity of problems in their usual activities, such as work, study, housework, family or leisure activities. The primary aim of this study is to investigate whether the EQ-5D (five-level) usual activities dimension captures those activities that it intends to capture. We further assess the relative importance of each of these activities for the usual activities dimension.

Methods

Data include 7933 respondents from six countries: Australia, Canada, Germany, Norway, the UK, and the US. Logistic regression and ordinary least square regression models investigate the relationship between the usual activities dimension and its main predictors (work/study, housework, family, and leisure activities). A Shapley value decomposition method was applied to measure the relative importance of each predictor.

Results

Work/study, housework, family, and leisure activities were all significant (p < 0.001) determinants of usual activities dimension. The respective marginal contribution (in %) of housework, leisure, work/study and family to UA dimension (as a share of goodness-of-fit) is 28.0, 26.2, 20.8 and 14.7 in the logistic regression model. This finding is consistent when linear regression is used as an alternative model.

Conclusions

The usual activities dimension in EQ-5D reflects the specific activities described to respondents. Therefore, the usual activities dimension measures what it really intends to measure.
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Literature
1.
go back to reference Wisløff, T., Hagen, G., Hamidi, V., Movik, E., Klemp, M., & Olsen, J. A. (2014). Estimating QALY gains in applied studies: A review of cost-utility analyses published in 2010. Pharmacoeconomics, 32(4), 367–375.CrossRef Wisløff, T., Hagen, G., Hamidi, V., Movik, E., Klemp, M., & Olsen, J. A. (2014). Estimating QALY gains in applied studies: A review of cost-utility analyses published in 2010. Pharmacoeconomics, 32(4), 367–375.CrossRef
2.
go back to reference Richardson, J. R., Mckie, J. R., & Bariola, E. J. (2014). Multi attribute utility instruments and their use. In A. J. Culyer (Ed.), Encyclopedia of health economics (pp. 341–357). San Diego: Elsevier Science.CrossRef Richardson, J. R., Mckie, J. R., & Bariola, E. J. (2014). Multi attribute utility instruments and their use. In A. J. Culyer (Ed.), Encyclopedia of health economics (pp. 341–357). San Diego: Elsevier Science.CrossRef
3.
go back to reference 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.CrossRef 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.CrossRef
4.
go back to reference Gudex, C. (2005). The descriptive system of the EuroQol instrument. In P. Kind, R. Brooks, & R. Rabin (Eds.), EQ-5D concepts and methods: A developmental history (pp. 19–27). Dordrecht: Springer.CrossRef Gudex, C. (2005). The descriptive system of the EuroQol instrument. In P. Kind, R. Brooks, & R. Rabin (Eds.), EQ-5D concepts and methods: A developmental history (pp. 19–27). Dordrecht: Springer.CrossRef
5.
go back to reference Selai, C. (1998). The measurement precision of the EQ-5D domain “Usual activities”, EuroQol Proceedings. Hannover: EuroQol. Selai, C. (1998). The measurement precision of the EQ-5D domain “Usual activities”, EuroQol Proceedings. Hannover: EuroQol.
6.
go back to reference Menzel, P., Dolan, P., Richardson, J., & Olsen, J. A. (2002). The role of adaptation to disability and disease in health state valuation: A preliminary normative analysis. Social Science and Medicine, 55(12), 2149–2158.CrossRef Menzel, P., Dolan, P., Richardson, J., & Olsen, J. A. (2002). The role of adaptation to disability and disease in health state valuation: A preliminary normative analysis. Social Science and Medicine, 55(12), 2149–2158.CrossRef
7.
go back to reference Brazier, J., Ratcliffe, J., Saloman, J., & Tsuchiya, A. (2017). Measuring and valuing health benefits for economic evaluation (2nd ed.). New York: Oxford University Press. Brazier, J., Ratcliffe, J., Saloman, J., & Tsuchiya, A. (2017). Measuring and valuing health benefits for economic evaluation (2nd ed.). New York: Oxford University Press.
8.
go back to reference Cieza, A., & Stucki, G. (2005). Content comparison of health-related quality of life (HRQOL) instruments based on the international classification of functioning, disability and health (ICF). Quality of Life Research, 14(5), 1225–1237.CrossRef Cieza, A., & Stucki, G. (2005). Content comparison of health-related quality of life (HRQOL) instruments based on the international classification of functioning, disability and health (ICF). Quality of Life Research, 14(5), 1225–1237.CrossRef
9.
go back to reference Dorman, P. J., Waddell, F., Slattery, J., Dennis, M., & Sandercock, P. (1997). Are proxy assessments of health status after stroke with the EuroQol questionnaire feasible, accurate, and unbiased? Stroke, 28(10), 1883–1887.CrossRef Dorman, P. J., Waddell, F., Slattery, J., Dennis, M., & Sandercock, P. (1997). Are proxy assessments of health status after stroke with the EuroQol questionnaire feasible, accurate, and unbiased? Stroke, 28(10), 1883–1887.CrossRef
10.
go back to reference Solli, O., Stavem, K., & Kristiansen, I. S. (2010). Health-related quality of life in diabetes: The associations of complications with EQ-5D scores. Health and Quality of Life Outcomes, 8(1), 18.CrossRef Solli, O., Stavem, K., & Kristiansen, I. S. (2010). Health-related quality of life in diabetes: The associations of complications with EQ-5D scores. Health and Quality of Life Outcomes, 8(1), 18.CrossRef
11.
go back to reference Lin, F. J., Pickard, A. S., Krishnan, J. A., Joo, M. J., Au, D. H., Carson, S. S., et al. (2014). Measuring health-related quality of life in chronic obstructive pulmonary disease: Properties of the EQ-5D-5L and PROMIS-43 short form. BMC Medical Research Methodology, 14(1), 78.CrossRef Lin, F. J., Pickard, A. S., Krishnan, J. A., Joo, M. J., Au, D. H., Carson, S. S., et al. (2014). Measuring health-related quality of life in chronic obstructive pulmonary disease: Properties of the EQ-5D-5L and PROMIS-43 short form. BMC Medical Research Methodology, 14(1), 78.CrossRef
12.
go back to reference 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, 19(4), 557–570.CrossRef 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, 19(4), 557–570.CrossRef
13.
go back to reference Kangwanrattanakul, K., & Phimarn, W. (2019). A systematic review of the development and testing of additional dimensions for the EQ-5D descriptive system. Expert Review of Pharmacoeconomics & Outcomes Research, 19(4), 431–443.CrossRef Kangwanrattanakul, K., & Phimarn, W. (2019). A systematic review of the development and testing of additional dimensions for the EQ-5D descriptive system. Expert Review of Pharmacoeconomics & Outcomes Research, 19(4), 431–443.CrossRef
14.
go back to reference Gamst-Klaussen, T., Gudex, C., & Olsen, J. A. (2018). Exploring the causal and effect nature of EQ-5D dimensions: An application of confirmatory tetrad analysis and confirmatory factor analysis. Health and Quality of Life Outcomes, 16(1), 153.CrossRef Gamst-Klaussen, T., Gudex, C., & Olsen, J. A. (2018). Exploring the causal and effect nature of EQ-5D dimensions: An application of confirmatory tetrad analysis and confirmatory factor analysis. Health and Quality of Life Outcomes, 16(1), 153.CrossRef
15.
go back to reference Nordlund, A., Ekberg, K., & Kristenson, M. (2005). EQ-5D in a general population survey—A description of the most commonly reported EQ-5D health states using the SF-36. Quality of Life Research, 14(4), 1099–1109.CrossRef Nordlund, A., Ekberg, K., & Kristenson, M. (2005). EQ-5D in a general population survey—A description of the most commonly reported EQ-5D health states using the SF-36. Quality of Life Research, 14(4), 1099–1109.CrossRef
16.
go back to reference Johnson, J. A., & Coons, S. J. (1998). Comparison of the EQ-5D and SF-12 in an adult US sample. Quality of Life Research, 7(2), 155–166.CrossRef Johnson, J. A., & Coons, S. J. (1998). Comparison of the EQ-5D and SF-12 in an adult US sample. Quality of Life Research, 7(2), 155–166.CrossRef
18.
go back to reference Hauke, J., & Kossowski, T. (2011). Comparison of values of Pearson's and Spearman's correlation coefficients on the same sets of data. Quaestiones GEOGRAPHICAE, 30(2), 87.CrossRef Hauke, J., & Kossowski, T. (2011). Comparison of values of Pearson's and Spearman's correlation coefficients on the same sets of data. Quaestiones GEOGRAPHICAE, 30(2), 87.CrossRef
19.
go back to reference O’brien, R. M. (2007). A caution regarding rules of thumb for variance inflation factors. Quality & Quantity, 41(5), 673–690.CrossRef O’brien, R. M. (2007). A caution regarding rules of thumb for variance inflation factors. Quality & Quantity, 41(5), 673–690.CrossRef
20.
go back to reference Lamu, A. N., & Olsen, J. A. (2016). The relative importance of health, income and social relations for subjective well-being: An integrative analysis. Social Science & Medicine, 152, 176–185.CrossRef Lamu, A. N., & Olsen, J. A. (2016). The relative importance of health, income and social relations for subjective well-being: An integrative analysis. Social Science & Medicine, 152, 176–185.CrossRef
21.
go back to reference Shapley, L. S. (1953). A value for n-person games. In H. W. Kuhn & A. W. Tucker (Eds.), The theory of games (Vol. II, pp. 307–317). Princeton: Princeton University Press. Shapley, L. S. (1953). A value for n-person games. In H. W. Kuhn & A. W. Tucker (Eds.), The theory of games (Vol. II, pp. 307–317). Princeton: Princeton University Press.
22.
go back to reference Shorrocks, A. F. (2013). Decomposition procedures for distributional analysis: A unified framework based on the Shapley value. The Journal of Economic Inequality, 11(1), 99–126.CrossRef Shorrocks, A. F. (2013). Decomposition procedures for distributional analysis: A unified framework based on the Shapley value. The Journal of Economic Inequality, 11(1), 99–126.CrossRef
23.
go back to reference McFadden, D. (1974). The measurement of urban travel demand. Journal of Public Economics, 3(4), 303–328.CrossRef McFadden, D. (1974). The measurement of urban travel demand. Journal of Public Economics, 3(4), 303–328.CrossRef
24.
go back to reference Smith, T. J., & McKenna, C. M. (2013). A comparison of logistic regression pseudo R2 indices. Multiple Linear Regression Viewpoints, 39(2), 17–26. Smith, T. J., & McKenna, C. M. (2013). A comparison of logistic regression pseudo R2 indices. Multiple Linear Regression Viewpoints, 39(2), 17–26.
25.
go back to reference Fox-Rushby, J. (2005). First steps to assessing semantic equivalence of the EuroQol instrument: Results of a questionnaire survey to members of the EuroQol Group. In P. Kind, R. Brooks, & R. Rabin (Eds.), EQ-5D concepts and methods: A developmental history (pp. 35–52). Dordrecht: Springer.CrossRef Fox-Rushby, J. (2005). First steps to assessing semantic equivalence of the EuroQol instrument: Results of a questionnaire survey to members of the EuroQol Group. In P. Kind, R. Brooks, & R. Rabin (Eds.), EQ-5D concepts and methods: A developmental history (pp. 35–52). Dordrecht: Springer.CrossRef
26.
go back to reference Rand-Hendriksen, K., Augestad, L. A., Kristiansen, I. S., & Stavem, K. (2012). Comparison of hypothetical and experienced EQ-5D valuations: Relative weights of the five dimensions. Quality of Life Research, 21(6), 1005–1012.CrossRef Rand-Hendriksen, K., Augestad, L. A., Kristiansen, I. S., & Stavem, K. (2012). Comparison of hypothetical and experienced EQ-5D valuations: Relative weights of the five dimensions. Quality of Life Research, 21(6), 1005–1012.CrossRef
Metadata
Title
Does the EQ-5D usual activities dimension measure what it intends to measure? The relative importance of work, study, housework, family or leisure activities
Authors
Thor Gamst-Klaussen
Admassu N. Lamu
Publication date
01-09-2020
Publisher
Springer International Publishing
Published in
Quality of Life Research / Issue 9/2020
Print ISSN: 0962-9343
Electronic ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-020-02501-w

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