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Published in: The European Journal of Health Economics 2/2019

Open Access 01-03-2019 | Original Paper

A new method for valuing health: directly eliciting personal utility functions

Authors: Nancy J. Devlin, Koonal K. Shah, Brendan J. Mulhern, Krystallia Pantiri, Ben van Hout

Published in: The European Journal of Health Economics | Issue 2/2019

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Abstract

Background

Standard methods for eliciting the preference data upon which ‘value sets’ are based generally have in common an aim to ‘uncover’ people’s preferences by asking them to evaluate a subset of health states, then using their responses to infer their preferences over all dimensions and levels. An alternative approach is to ask people directly about the relative importance to them of the dimensions, levels and interactions between them. This paper describes a new stated preference approach for directly eliciting personal utility functions (PUFs), and reports a pilot study to test its feasibility for valuing the EQ-5D.

Methods

A questionnaire was developed, designed to directly elicit PUFs from general public respondents via computer-assisted personal interviews, with a focus on helping respondents to reflect and deliberate on their preferences. The questionnaire was piloted in England.

Results

Seventy-six interviews were conducted in December 2015. Overall, pain/discomfort and mobility were found to be the most important of the EQ-5D dimensions. The ratings for intermediate improvements in each dimension show heterogeneity, both within and between respondents. Almost a quarter of respondents indicated that no EQ-5D health states are worse than dead.

Discussion

The PUF approach appears to be feasible, and has the potential to yield meaningful, well-informed preference data from respondents that can be aggregated to yield a value set for the EQ-5D. A deliberative approach to health state valuation also has the potential to complement and develop existing valuation methods. Further refinement of some elements of the approach is required.
Appendix
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Footnotes
1
A ‘feedback module’—recently incorporated into the EuroQol protocol for valuing EQ-5D-5L health states [12]—is a step in this direction although limited in that it only shows how the TTO health states have been ranked, not how the values themselves are interpreted and used to generate a utility function.
 
2
The rationale for this was that we considered the wording of the EQ-5D-5L labels to be more appropriate than those of the EQ-5D-3L labels (e.g. the 5L label for the worst mobility level—‘unable to walk about’ appears to be an improvement over the corresponding 3L label—‘confined to bed’ [27]), and that our ultimate ambition is to apply the method to generate utility functions for the EQ-5D-5L.
 
3
Mobility; self-care; usual activities; pain/discomfort; anxiety/depression.
 
4
This was a limitation with the (relatively rudimentary) Excel tool we developed for this study. If the PUF approach was to be taken forward, it would be a simple matter to automate this step, so that it is not subject to interviewer oversight.
 
5
For example, if mobility had a mean rating that was 25% of the sum of all five mean ratings, then MO level 3 would be given a mean decrement of 0.25 in Table 9.
 
6
For example, if the mean level 2 rating for mobility was 50, and the mobility level 3 decrement was 0.25, then the mobility level 2 decrement would be 0.25 * 0.5 = 0.125.
 
7
For example, if a respondent’s location of dead was found to lie between two health states which had 0–1 scale values of 0.45 and 0.55, then we would infer that their approximate location of dead is at 0.5. Since dead needs to be 0, all the decrements would be re-scaled accordingly. In the simple example of dead being re-scaled from 0.5 to 0, all of the decrements would double in size. Once this has been done for each respondent, Table 9 can be produced in a similar manner to Table 8.
 
Literature
1.
go back to reference Von Neuman, J., Morgenstern, O.: Theory of Games and Economic Behaviour. Oxford University Press, New York (1994) Von Neuman, J., Morgenstern, O.: Theory of Games and Economic Behaviour. Oxford University Press, New York (1994)
2.
go back to reference McFadden, D.: Conditional Logit Analysis of Qualitative Choice Behaviour. University of California, Berkley (1974) McFadden, D.: Conditional Logit Analysis of Qualitative Choice Behaviour. University of California, Berkley (1974)
3.
go back to reference Buckinghamn, K., Devlin, N.: A theoretical framework for TTO valuations of health. Health Econ. 15, 1149–1154 (2006)CrossRef Buckinghamn, K., Devlin, N.: A theoretical framework for TTO valuations of health. Health Econ. 15, 1149–1154 (2006)CrossRef
4.
go back to reference Buckingham, K., Devlin, N.: An exploration of the marginal utility of time in health. Soc Sci Med. 68, 362–367 (2009)CrossRefPubMed Buckingham, K., Devlin, N.: An exploration of the marginal utility of time in health. Soc Sci Med. 68, 362–367 (2009)CrossRefPubMed
5.
go back to reference Parkin, D., Devlin, N.: Is there a case for using visual analogue scale valuations in cost utility analysis? Health Econ. 15, 653–664 (2006)CrossRefPubMed Parkin, D., Devlin, N.: Is there a case for using visual analogue scale valuations in cost utility analysis? Health Econ. 15, 653–664 (2006)CrossRefPubMed
6.
go back to reference Ryan, M., Scott, D.A., Reeves, C., Bate, A., van Teijlingen, E.R., Russell, E.M., Napper, M., Robb, C.M.: Eliciting public preferences for healthcare: a systematic review of techniques. Health Technol Assess. 5(5) (2001) Ryan, M., Scott, D.A., Reeves, C., Bate, A., van Teijlingen, E.R., Russell, E.M., Napper, M., Robb, C.M.: Eliciting public preferences for healthcare: a systematic review of techniques. Health Technol Assess. 5(5) (2001)
7.
go back to reference Brazier, J., Ratcliffe, J., Salomon, J.A., Tsuchiya, A.: Measurement and Valuing Health Benefits for Economics Evaluation. Oxford University Press, Oxford (2017) Brazier, J., Ratcliffe, J., Salomon, J.A., Tsuchiya, A.: Measurement and Valuing Health Benefits for Economics Evaluation. Oxford University Press, Oxford (2017)
8.
go back to reference Devlin, N.J., Brooks, R.: EQ-5D and the EuroQol group: past, present and future. Appl. Health Econ. Health Pol. 15(2), 127–137 (2017)CrossRef Devlin, N.J., Brooks, R.: EQ-5D and the EuroQol group: past, present and future. Appl. Health Econ. Health Pol. 15(2), 127–137 (2017)CrossRef
9.
go back to reference Culyer, A.J.: Economics. Basil Blackwell, Oxford (1985) Culyer, A.J.: Economics. Basil Blackwell, Oxford (1985)
10.
go back to reference Culyer, A.J.: Welfarism vs extra-welfarism. In: Cookson, R.A., Claxton, K.P. (eds.) The Humble Economist. York, York (2012) Culyer, A.J.: Welfarism vs extra-welfarism. In: Cookson, R.A., Claxton, K.P. (eds.) The Humble Economist. York, York (2012)
11.
go back to reference Mulhern, B., Bansback, N., Brazier, J., Buckingham, K., Cairns, J., Devlin, N., Dolan, P., Hole, A.R., Kavetsos, G., Longworth, L., Rowen, D.: Preparatory study for the revaluation of the EQ-5D tariff: methodology report. Health Technol. Assess. 18(12), 1–192 (2014)CrossRefPubMedPubMedCentral Mulhern, B., Bansback, N., Brazier, J., Buckingham, K., Cairns, J., Devlin, N., Dolan, P., Hole, A.R., Kavetsos, G., Longworth, L., Rowen, D.: Preparatory study for the revaluation of the EQ-5D tariff: methodology report. Health Technol. Assess. 18(12), 1–192 (2014)CrossRefPubMedPubMedCentral
12.
go back to reference Wong, E.L., Shah, K., Cheung, A.W., Wong, A.Y., Visser, M., Stolk, E.: Evaluation of split version and feedback module on the improvement of time trade-off data. Value Health 21(6), 732–741 (2018)CrossRefPubMed Wong, E.L., Shah, K., Cheung, A.W., Wong, A.Y., Visser, M., Stolk, E.: Evaluation of split version and feedback module on the improvement of time trade-off data. Value Health 21(6), 732–741 (2018)CrossRefPubMed
13.
go back to reference Fischoff, B.: Value elicitation: is there anything in there? Am. Psychol. 46, 835–847 (1991)CrossRef Fischoff, B.: Value elicitation: is there anything in there? Am. Psychol. 46, 835–847 (1991)CrossRef
14.
go back to reference Slovic, P.: The construction of preference. Am. Psychol. 50(5), 364–371 (1995)CrossRef Slovic, P.: The construction of preference. Am. Psychol. 50(5), 364–371 (1995)CrossRef
15.
go back to reference Plous, S.: The Psychology of Judgement and Decision Making. McGraw-Hill, New York (1993) Plous, S.: The Psychology of Judgement and Decision Making. McGraw-Hill, New York (1993)
16.
go back to reference Jones-Lee, M., Loomes, G., Robinson, A.: Why did two theoretically equivalent methods produce two very different values? In: Schwab Christe, N.G., Soguel, N.C. (eds.) Contingent Valuation, Transport Safety and the Value of Life. Springer, New York (1995) Jones-Lee, M., Loomes, G., Robinson, A.: Why did two theoretically equivalent methods produce two very different values? In: Schwab Christe, N.G., Soguel, N.C. (eds.) Contingent Valuation, Transport Safety and the Value of Life. Springer, New York (1995)
17.
go back to reference Dolan, P.: The need for qualitative approaches. In: Gold, L. (ed.) Public Involvement in Priority Setting. OHE Seminar Briefing. Office of Health Economics, London (1999) Dolan, P.: The need for qualitative approaches. In: Gold, L. (ed.) Public Involvement in Priority Setting. OHE Seminar Briefing. Office of Health Economics, London (1999)
18.
go back to reference Robinson, S., Bryan, S.: Does the process of deliberation change individuals’ health state valuations? An exploratory study using the person trade-off technique. Value Health. 16(5), 806–813 (2013)CrossRefPubMed Robinson, S., Bryan, S.: Does the process of deliberation change individuals’ health state valuations? An exploratory study using the person trade-off technique. Value Health. 16(5), 806–813 (2013)CrossRefPubMed
19.
go back to reference Shiell, A., Seymour, J., Hawe, P., Cameron, S.: Are preferences over health states complete? Health Econ. 9(1), 47–55 (2000)CrossRefPubMed Shiell, A., Seymour, J., Hawe, P., Cameron, S.: Are preferences over health states complete? Health Econ. 9(1), 47–55 (2000)CrossRefPubMed
20.
go back to reference Karimi, M., Brazier, J., Paisley, S.: The Effect of Reflection and Deliberation on Health State Values. HEDS Discussion Paper. School of Health and Related Research, Sheffield (2016) Karimi, M., Brazier, J., Paisley, S.: The Effect of Reflection and Deliberation on Health State Values. HEDS Discussion Paper. School of Health and Related Research, Sheffield (2016)
21.
go back to reference Karimi, M., Brazier, J., Paisley, S.: How do individuals value health states? A qualitative investigation. Soc. Sci. Med. 172, 80–88 (2017)CrossRefPubMed Karimi, M., Brazier, J., Paisley, S.: How do individuals value health states? A qualitative investigation. Soc. Sci. Med. 172, 80–88 (2017)CrossRefPubMed
22.
go back to reference Devlin, N., Shah, K., Mulhern, B., van Hout, B.: A new valuation method: directly eliciting personal utility functions for EQ-5D. Paper presented at the 32nd EuroQol Plenary Meeting. Krakow, 10–11 September (2015) Devlin, N., Shah, K., Mulhern, B., van Hout, B.: A new valuation method: directly eliciting personal utility functions for EQ-5D. Paper presented at the 32nd EuroQol Plenary Meeting. Krakow, 10–11 September (2015)
23.
go back to reference Pantiri, K., Shah, K., Devlin, N., Mulhern, B., van Hout, B.: Directly Eliciting personal utility functions from a convenience sample of 30 health outcomes professionals: A pilot study. Value Health. 19(7), A473 (2016)CrossRef Pantiri, K., Shah, K., Devlin, N., Mulhern, B., van Hout, B.: Directly Eliciting personal utility functions from a convenience sample of 30 health outcomes professionals: A pilot study. Value Health. 19(7), A473 (2016)CrossRef
24.
go back to reference von Winterfeldt, D., Edwards, W.: Decision Analysis and Behavioural Research. Cambridge University Press, Cambridge (1986) von Winterfeldt, D., Edwards, W.: Decision Analysis and Behavioural Research. Cambridge University Press, Cambridge (1986)
25.
go back to reference Hickey, A.M., Bury, G., O’boyle, C.A., Bradley, F., O’Kelly, F.D., Shannon, W.: A new short form individual quality of life measure (SEIQoL-DW): application in a cohort of individuals with HIV/AIDS. Br. Med. J. 313(7048), 29–33 (1996)CrossRef Hickey, A.M., Bury, G., O’boyle, C.A., Bradley, F., O’Kelly, F.D., Shannon, W.: A new short form individual quality of life measure (SEIQoL-DW): application in a cohort of individuals with HIV/AIDS. Br. Med. J. 313(7048), 29–33 (1996)CrossRef
26.
go back to reference Ruta, D.A., Garratt, A.M., Leng, M., Russell, I.T., MacDonald, L.M.: A new approach to the measurement of quality of life. The Patient-Generated Index. Med Care, 1994, 1109–1126 (1994) Ruta, D.A., Garratt, A.M., Leng, M., Russell, I.T., MacDonald, L.M.: A new approach to the measurement of quality of life. The Patient-Generated Index. Med Care, 1994, 1109–1126 (1994)
27.
go back to reference Herdman, M., Gudex, C., Lloyd, A., Janssen, M., Kind, P., Parkin, D., Bonsel, G., Badia, X.: Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Qual. Life Res. 20(10), 1727–1736 (2011)CrossRefPubMedPubMedCentral Herdman, M., Gudex, C., Lloyd, A., Janssen, M., Kind, P., Parkin, D., Bonsel, G., Badia, X.: Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Qual. Life Res. 20(10), 1727–1736 (2011)CrossRefPubMedPubMedCentral
28.
go back to reference Janssen, M.F., Gouke, J., Bonsel, Nan, L.: Is EQ-5D-5L better than EQ-5D-3L? A head-to-head comparison of descriptive systems and value sets from seven countries. Pharmacoeconomics. 36(6), 675–697 (2018)CrossRefPubMedPubMedCentral Janssen, M.F., Gouke, J., Bonsel, Nan, L.: Is EQ-5D-5L better than EQ-5D-3L? A head-to-head comparison of descriptive systems and value sets from seven countries. Pharmacoeconomics. 36(6), 675–697 (2018)CrossRefPubMedPubMedCentral
29.
go back to reference Oppe, M., Devlin, N., van Hout, B., Krabbe, P.F.M., de Charro, F.: A program of methodological research to arrive at the new international EQ-5D-5L valuation protocol. Value Health 17(4), 445–453 (2014)CrossRefPubMed Oppe, M., Devlin, N., van Hout, B., Krabbe, P.F.M., de Charro, F.: A program of methodological research to arrive at the new international EQ-5D-5L valuation protocol. Value Health 17(4), 445–453 (2014)CrossRefPubMed
30.
go back to reference Lenert, L.A., Cher, D.J., Goldstein, M.K., Bergen, M.R., Garber, A.: The effect of search procedures on utility elicitations. Med. Decis. Mak. 18(1), 76–83 (1998)CrossRef Lenert, L.A., Cher, D.J., Goldstein, M.K., Bergen, M.R., Garber, A.: The effect of search procedures on utility elicitations. Med. Decis. Mak. 18(1), 76–83 (1998)CrossRef
31.
go back to reference Office for National Statistics: 2011 census: population estimates by single year of age and sex for local authorities in the United Kingdom (2011). http://www.ons.gov.uk/. Accessed 13 July 2017 Office for National Statistics: 2011 census: population estimates by single year of age and sex for local authorities in the United Kingdom (2011). http://​www.​ons.​gov.​uk/​. Accessed 13 July 2017
33.
go back to reference Devlin, N., Shah, K.K., Buckingham, K.: What is the normative basis for selecting the measure of ‘average’ preferences for use in social choices? OHE research paper. Office of Health Economics, London (2017) Devlin, N., Shah, K.K., Buckingham, K.: What is the normative basis for selecting the measure of ‘average’ preferences for use in social choices? OHE research paper. Office of Health Economics, London (2017)
34.
35.
go back to reference Devlin, N., Shah, K., Feng, Y., Mulhern, B., van Hout, B.: Valuing health-related quality of life: an EQ-5D-5L value set for England. Health Econ. 27(1), 7–22 (2017)CrossRefPubMedPubMedCentral Devlin, N., Shah, K., Feng, Y., Mulhern, B., van Hout, B.: Valuing health-related quality of life: an EQ-5D-5L value set for England. Health Econ. 27(1), 7–22 (2017)CrossRefPubMedPubMedCentral
36.
go back to reference Ramos-Goñi, J.M., Oppe, M., Slaap, B., Busschbach, J.J.V., Stolk, E.: Quality control process for EQ-5D-5L valuation studies. Value Health 20(3), 466–473 (2017)CrossRefPubMed Ramos-Goñi, J.M., Oppe, M., Slaap, B., Busschbach, J.J.V., Stolk, E.: Quality control process for EQ-5D-5L valuation studies. Value Health 20(3), 466–473 (2017)CrossRefPubMed
37.
go back to reference Devlin, N., Hansen, P., Kind, P., Williams, A.: Logical inconsistencies in survey respondents’ health state valuations—a methodological challenge for estimating social tariffs. Health Econ. 12(7), 529–544 (2003)CrossRefPubMed Devlin, N., Hansen, P., Kind, P., Williams, A.: Logical inconsistencies in survey respondents’ health state valuations—a methodological challenge for estimating social tariffs. Health Econ. 12(7), 529–544 (2003)CrossRefPubMed
38.
go back to reference Lamers, L.M., Stalmeier, P.F., Krabbe, P.F., Busschbach, J.J.: Inconsistencies in TTO and VAS values for EQ-5D health states. Med. Decis. Mak. 26(2), 173–181 (2006)CrossRef Lamers, L.M., Stalmeier, P.F., Krabbe, P.F., Busschbach, J.J.: Inconsistencies in TTO and VAS values for EQ-5D health states. Med. Decis. Mak. 26(2), 173–181 (2006)CrossRef
42.
go back to reference Brazier, J., McCabe, C.: ‘Is there a case for using visual analogue scale valuations in CUA’ by Parkin and Devlin. A response: ‘Yes there is a case, but what does it add to ordinal data?’ Health Econ. 16(6), 645–648 (2007)CrossRefPubMed Brazier, J., McCabe, C.: ‘Is there a case for using visual analogue scale valuations in CUA’ by Parkin and Devlin. A response: ‘Yes there is a case, but what does it add to ordinal data?’ Health Econ. 16(6), 645–648 (2007)CrossRefPubMed
Metadata
Title
A new method for valuing health: directly eliciting personal utility functions
Authors
Nancy J. Devlin
Koonal K. Shah
Brendan J. Mulhern
Krystallia Pantiri
Ben van Hout
Publication date
01-03-2019
Publisher
Springer Berlin Heidelberg
Published in
The European Journal of Health Economics / Issue 2/2019
Print ISSN: 1618-7598
Electronic ISSN: 1618-7601
DOI
https://doi.org/10.1007/s10198-018-0993-z

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