Variations in Patients' Overall Assessment of Their Health Across and Within Disease Groups Using the EQ-5D Questionnaire: Protocol for a Longitudinal Study in the Swedish National Quality Registers

Fitsum Sebsibe Teni, Ola Rolfson, Nancy Devlin, David Parkin, Emma Nauclér, Kristina Burström, Swedish Quality Register (SWEQR) Study Group, Allan Abbott, Magnus Ekström, Magnus Forssblad, Peter Fritzell, Åsa Jonsson, Mikael Landén, Michael Möller, Malin Regardt, Björn Rosengren, Marcus Schmitt-Egenolf, Johanna Vinblad, Annette W-Dahl, Fitsum Sebsibe Teni, Ola Rolfson, Nancy Devlin, David Parkin, Emma Nauclér, Kristina Burström, Swedish Quality Register (SWEQR) Study Group, Allan Abbott, Magnus Ekström, Magnus Forssblad, Peter Fritzell, Åsa Jonsson, Mikael Landén, Michael Möller, Malin Regardt, Björn Rosengren, Marcus Schmitt-Egenolf, Johanna Vinblad, Annette W-Dahl

Abstract

Background: EQ-5D is one of the most commonly used questionnaires to measure health-related quality of life. It is included in many of the Swedish National Quality Registers (NQRs). EQ-5D health states are usually summarized using "values" obtained from members of the general public, a majority of whom are healthy. However, an alternative, which remains to be studied in detail, is the potential to use patients' self-reported overall health on the visual analog scale (VAS) as a means of capturing experience-based perspective.

Objective: The aim of this study is to assess EQ VAS as a valuation method with an experience-based perspective through comparison of its performance across and within patient groups, and with that of the general population in Sweden.

Methods: Data on nearly 700,000 patients from 12 NQRs covering a variety of diseases/conditions and nearly 50,000 individuals from the general population will be analyzed. The EQ-5D-3L data from the 12 registers and EQ-5D-5L data from 2 registers will be used in the analyses. Longitudinal studies of patient-reported outcomes among different patient groups will be conducted in the period from baseline to 1-year follow-up. Descriptive statistics and analyses comparing EQ-5D dimensions and observed self-assessed EQ VAS values across and within patient groups will be performed. Comparisons of the change in health state and observed EQ VAS values at 1-year follow-up will also be undertaken. Regression models will be used to assess whether EQ-5D dimensions predict observed EQ VAS values to investigate patient value sets in each patient group. These will be compared across the patient groups and with the existing Swedish experience-based VAS and time trade-off value sets obtained from the general population.

Results: Data retrieval started in May 2019 and data of patients in the 12 NQRs and from the survey conducted among the general population have been retrieved. Data analysis is ongoing on the retrieved data.

Conclusions: This research project will provide information on the differences across and within patient groups in terms of self-reported health status through EQ VAS and comparison with the general population. The findings of the study will contribute to the literature by exploring the potential of self-assessed EQ VAS values to develop value sets using an experience-based perspective.

Trial registration: ClinicalTrials.gov NCT04359628; https://ichgcp.net/clinical-trials-registry/NCT04359628.

International registered report identifier (irrid): DERR1-10.2196/27669.

Keywords: EQ VAS; EQ-5D; Swedish National Quality Registers; experience-based values; health state valuation; health-related quality of life (HRQoL); hypothetical values; patient values.

Conflict of interest statement

Conflicts of Interest: KB, ND, and DP are members of the EuroQol Group. The other authors have no conflicts to declare.

©Fitsum Sebsibe Teni, Ola Rolfson, Nancy Devlin, David Parkin, Emma Nauclér, Kristina Burström, The Swedish Quality Register (SWEQR) Study Group. Originally published in JMIR Research Protocols (https://www.researchprotocols.org), 27.08.2021.

References

    1. US Food and Drug Administration Guidance for Industry: Patient-Reported Outcome Measures: Use in Medical Product Development to Support Labeling Claims. 2009. [2020-07-15]. .
    1. Makrinioti H, Bush A, Griffiths C. What are patient-reported outcomes and why they are important: improving studies of preschool wheeze. Arch Dis Child Educ Pract Ed. 2020 Jun;105(3):185–188. doi: 10.1136/archdischild-2018-316476.archdischild-2018-316476
    1. Mercieca-Bebber R, King MT, Calvert MJ, Stockler MR, Friedlander M. The importance of patient-reported outcomes in clinical trials and strategies for future optimization. Patient Relat Outcome Meas. 2018;9:353–367. doi: 10.2147/PROM.S156279. doi: 10.2147/PROM.S156279.prom-9-353
    1. Rothman ML, Beltran P, Cappelleri JC, Lipscomb J, Teschendorf B, Mayo/FDA Patient-Reported Outcomes Consensus Meeting Group Patient-reported outcomes: conceptual issues. Value Health. 2007 Dec;10 Suppl 2:S66–75. doi: 10.1111/j.1524-4733.2007.00269.x. S1098-3015(10)60631-6
    1. Holmes MM, Lewith G, Newell D, Field J, Bishop FL. The impact of patient-reported outcome measures in clinical practice for pain: a systematic review. Qual Life Res. 2017 Feb;26(2):245–257. doi: 10.1007/s11136-016-1449-5. 10.1007/s11136-016-1449-5
    1. Appleby J, Devlin N, Parkin D. Using Patient Reported Outcomes to Improve Health Care. Hoboken, NJ: John Wiley & Sons; 2015.
    1. Rivera SC, Kyte DG, Aiyegbusi OL, Slade AL, McMullan C, Calvert MJ. The impact of patient-reported outcome (PRO) data from clinical trials: a systematic review and critical analysis. Health Qual Life Outcomes. 2019 Oct 16;17(1):156. doi: 10.1186/s12955-019-1220-z. 10.1186/s12955-019-1220-z
    1. Snyder CF, Jensen RE, Segal JB, Wu AW. Patient-reported outcomes (PROs): putting the patient perspective in patient-centered outcomes research. Med Care. 2013 Aug;51(8 Suppl 3):S73–9. doi: 10.1097/MLR.0b013e31829b1d84.
    1. Kingsley C, Patel S. Patient-reported outcome measures and patient-reported experience measures. BJA Education. 2017 Apr 1;17(4):137–144. doi: 10.1093/bjaed/mkw060. doi: 10.1093/bjaed/mkw060.
    1. Schifferdecker KE, Yount SE, Kaiser K, Adachi-Mejia A, Cella D, Carluzzo KL, Eisenstein A, Kallen MA, Greene GJ, Eton DT, Fisher ES. A method to create a standardized generic and condition-specific patient-reported outcome measure for patient care and healthcare improvement. Qual Life Res. 2018 Feb;27(2):367–378. doi: 10.1007/s11136-017-1675-5.10.1007/s11136-017-1675-5
    1. Devlin NJ, Brooks R. EQ-5D and the EuroQol Group: Past, Present and Future. Appl Health Econ Health Policy. 2017 Apr;15(2):127–137. doi: 10.1007/s40258-017-0310-5. 10.1007/s40258-017-0310-5
    1. EuroQol Research Foundation EQ-5D-3L User Guide. 2018. [2020-11-09]. .
    1. EuroQoL Group Terminology - EQ-5D. 2020. Jun 03, [2020-10-06].
    1. Brazier J, Deverill M, Green C. A review of the use of health status measures in economic evaluation. J Health Serv Res Policy. 1999 Jul;4(3):174–84. doi: 10.1177/135581969900400310.
    1. Whitehead SJ, Ali S. Health outcomes in economic evaluation: the QALY and utilities. Br Med Bull. 2010;96:5–21. doi: 10.1093/bmb/ldq033.ldq033
    1. Szende A, Oppe M, Devlin N, editors. EQ-5D Value Sets: Inventory, Comparative Review and User Guide. Dordrecht, The Netherlands: Springer Netherlands; 2007.
    1. Stolk E, Ludwig K, Rand K, van Hout B, Ramos-Goñi JM. Overview, Update, and Lessons Learned From the International EQ-5D-5L Valuation Work: Version 2 of the EQ-5D-5L Valuation Protocol. Value Health. 2019 Jan;22(1):23–30. doi: 10.1016/j.jval.2018.05.010. S1098-3015(18)36164-3
    1. EuroQol Research Foundation EQ-5D-5L User Guide: Basic information on how to use the EQ-5D-5L instrument Internet. 2019. [2021-08-03]. .
    1. Cubi-Molla P, Shah K, Burström K. Experience-Based Values: A Framework for Classifying Different Types of Experience in Health Valuation Research. Patient. 2018 Jun;11(3):253–270. doi: 10.1007/s40271-017-0292-2.10.1007/s40271-017-0292-2
    1. Versteegh MM, Brouwer WBF. Patient and general public preferences for health states: A call to reconsider current guidelines. Soc Sci Med. 2016 Sep;165:66–74. doi: 10.1016/j.socscimed.2016.07.043.S0277-9536(16)30404-X
    1. Helgesson G, Ernstsson O, Åström M, Burström K. Whom should we ask? A systematic literature review of the arguments regarding the most accurate source of information for valuation of health states. Qual Life Res. 2020 Jul;29(6):1465–1482. doi: 10.1007/s11136-020-02426-4. 10.1007/s11136-020-02426-4
    1. Dufresne. Poder TG, Samaan K, Lacombe-Barrios J, Paradis L, Des Roches A, Bégin P. SF-6Dv2 preference value set for health utility in food allergy. Allergy. 2021 Jan;76(1):326–338. doi: 10.1111/all.14444.
    1. Happich M, Moock J, von Lengerke T. Health state valuation methods and reference points: the case of tinnitus. Value Health. 2009;12(1):88–95. doi: 10.1111/j.1524-4733.2008.00397.x. S1098-3015(10)60677-8
    1. Leidl R, Reitmeir P. A value set for the EQ-5D based on experienced health states: development and testing for the German population. Pharmacoeconomics. 2011 Jun;29(6):521–34. doi: 10.2165/11538380-000000000-00000.
    1. Leidl R, Reitmeir P. An Experience-Based Value Set for the EQ-5D-5L in Germany. Value Health. 2017 Sep;20(8):1150–1156. doi: 10.1016/j.jval.2017.04.019. S1098-3015(17)30219-X
    1. Burström K, Sun S, Gerdtham U, Henriksson M, Johannesson M, Levin L, Zethraeus N. Swedish experience-based value sets for EQ-5D health states. Qual Life Res. 2014 Mar;23(2):431–42. doi: 10.1007/s11136-013-0496-4.
    1. Wu XY, Ohinmaa A, Johnson JA, Veugelers PJ. Assessment of children's own health status using visual analogue scale and descriptive system of the EQ-5D-Y: linkage between two systems. Qual Life Res. 2014 Mar;23(2):393–402. doi: 10.1007/s11136-013-0479-5.
    1. Sun S, Chen J, Kind P, Xu L, Zhang Y, Burström K. Experience-based VAS values for EQ-5D-3L health states in a national general population health survey in China. Qual Life Res. 2015 Mar;24(3):693–703. doi: 10.1007/s11136-014-0793-6.
    1. Burström K, Teni FS, Gerdtham U, Leidl R, Helgesson G, Rolfson O, Henriksson M. Experience-Based Swedish TTO and VAS Value Sets for EQ-5D-5L Health States. Pharmacoeconomics. 2020 Aug;38(8):839–856. doi: 10.1007/s40273-020-00905-7.10.1007/s40273-020-00905-7
    1. The Dental and Pharmaceutical Benefits Agency (TLV) Our mission. 2019. [2019-11-07]. .
    1. The Pharmaceutical Benefits Board General Guidelines for Economic Evaluations From the Pharmaceutical Benefits Board. 2003. [2021-07-31]. .
    1. Heijink R, Reitmeir P, Leidl R. International comparison of experience-based health state values at the population level. Health Qual Life Outcomes. 2017 Jul 07;15(1):138. doi: 10.1186/s12955-017-0694-9. 10.1186/s12955-017-0694-9
    1. Nemes S, Burström K, Zethraeus N, Eneqvist T, Garellick G, Rolfson O. Assessment of the Swedish EQ-5D experience-based value sets in a total hip replacement population. Qual Life Res. 2015 Dec;24(12):2963–70. doi: 10.1007/s11136-015-1020-9.10.1007/s11136-015-1020-9
    1. Little MHR, Reitmeir P, Peters A, Leidl R. The impact of differences between patient and general population EQ-5D-3L values on the mean tariff scores of different patient groups. Value Health. 2014 Jun;17(4):364–71. doi: 10.1016/j.jval.2014.02.002. S1098-3015(14)00020-5
    1. Cooper A, Wallman JK, Gülfe A. What PASSes for good? Experience-based Swedish and hypothetical British EuroQol 5-Dimensions preference sets yield markedly different point estimates and patient acceptable symptom state cut-off values in chronic arthritis patients on TNF blockade. Scand J Rheumatol. 2016 Nov;45(6):470–473. doi: 10.3109/03009742.2016.1143965.
    1. Brazier J, Rowen D, Karimi M, Peasgood T, Tsuchiya A, Ratcliffe J. Experience-based utility and own health state valuation for a health state classification system: why and how to do it. Eur J Health Econ. 2018 Jul;19(6):881–891. doi: 10.1007/s10198-017-0931-5. 10.1007/s10198-017-0931-5
    1. Pickard AS, Hung Y, Lin F, Lee TA. Patient Experience-based Value Sets: Are They Stable? Med Care. 2017 Nov;55(11):979–984. doi: 10.1097/MLR.0000000000000802.00005650-201711000-00013
    1. Kind P. Valuing EQ-5D health states?a VAStly simpler solution?. The EuroQol Plenary Meeting; 2007; The Hague, The Netherlands. 2007. pp. 1–13.
    1. Rand-Hendriksen K, Augestad LA, Kristiansen IS, Stavem K. Comparison of hypothetical and experienced EQ-5D valuations: relative weights of the five dimensions. Qual Life Res. 2012 Aug;21(6):1005–12. doi: 10.1007/s11136-011-0016-3.
    1. Burström K, Johannesson M, Diderichsen F. A comparison of individual and social time trade-off values for health states in the general population. Health Policy. 2006 May;76(3):359–70. doi: 10.1016/j.healthpol.2005.06.011.S0168-8510(05)00154-5
    1. Kiadaliri AA, Eliasson B, Gerdtham U. Does the choice of EQ-5D tariff matter? A comparison of the Swedish EQ-5D-3L index score with UK, US, Germany and Denmark among type 2 diabetes patients. Health Qual Life Outcomes. 2015 Sep 15;13:145. doi: 10.1186/s12955-015-0344-z. 10.1186/s12955-015-0344-z
    1. Torrance GW, Feeny D, Furlong W. Visual analog scales: do they have a role in the measurement of preferences for health states? Med Decis Making. 2001;21(4):329–34. doi: 10.1177/0272989X0102100408.
    1. Johannesson M, Jönsson B, Karlsson G. Outcome measurement in economic evaluation. Health Econ. 1996;5(4):279–96. doi: 10.1002/(SICI)1099-1050(199607)5:4<279::AID-HEC218>;2-J.10.1002/(SICI)1099-1050(199607)5:4<279::AID-HEC218>;2-J
    1. Parkin D, Devlin N. Is there a case for using visual analogue scale valuations in cost-utility analysis? Health Econ. 2006 Jul;15(7):653–64. doi: 10.1002/hec.1086.
    1. Sampson C, Devlin N, Parkin D. Drop dead: is anchoring at 'dead' a theoretical requirement in health state valuation?. 35th EuroQol Group Scientific Plenary Meeting; December 15, 2020; Lisbon, Portugal. 2020.
    1. Badia X, Monserrat S, Roset M, Herdman M. Feasibility, validity and test-retest reliability of scaling methods for health states: the visual analogue scale and the time trade-off. Qual Life Res. 1999 Jun;8(4):303–10. doi: 10.1023/a:1008952423122.
    1. Kim S, Lee S, Jo M. Feasibility, comparability, and reliability of the standard gamble compared with the rating scale and time trade-off techniques in Korean population. Qual Life Res. 2017 Dec;26(12):3387–97. doi: 10.1007/s11136-017-1676-4.10.1007/s11136-017-1676-4
    1. Lenert LA, Sturley AE. Acceptability of computerized visual analog scale, time trade-off and standard gamble rating methods in patients and the public. Proc AMIA Symp. 2001:364–8. D010001392
    1. Bijlenga D, Birnie E, Mol BW, Bonsel GJ. Obstetrical outcome valuations by patients, professionals, and laypersons: differences within and between groups using three valuation methods. BMC Pregnancy Childbirth. 2011 Dec 12;11:93. doi: 10.1186/1471-2393-11-93. 1471-2393-11-93
    1. Stiggelbout AM, Eijkemans MJ, Kiebert GM, Kievit J, Leer JW, De Haes HJ. The 'utility' of the visual analog scale in medical decision making and technology assessment. Is it an alternative to the time trade-off? Int J Technol Assess Health Care. 1996;12(2):291–8. doi: 10.1017/s0266462300009648.
    1. Stevens KJ, McCabe CJ, Brazier JE. Mapping between Visual Analogue Scale and Standard Gamble data; results from the UK Health Utilities Index 2 valuation survey. Health Econ. 2006 May;15(5):527–33. doi: 10.1002/hec.1076.
    1. Robinson A, Loomes G, Jones-Lee M. Visual analog scales, standard gambles, and relative risk aversion. Med Decis Making. 2001;21(1):17–27. doi: 10.1177/0272989X0102100103.
    1. Huber MB, Felix J, Vogelmann M, Leidl R. Health-Related Quality of Life of the General German Population in 2015: Results from the EQ-5D-5L. Int J Environ Res Public Health. 2017 Apr 16;14(4):426. doi: 10.3390/ijerph14040426. ijerph14040426
    1. Huber M, Vogelmann M, Leidl R. Valuing health-related quality of life: systematic variation in health perception. Health Qual Life Outcomes. 2018 Aug 02;16(1):156. doi: 10.1186/s12955-018-0986-8. 10.1186/s12955-018-0986-8
    1. Felix J, Becker C, Vogl M, Buschner P, Plötz W, Leidl R. Patient characteristics and valuation changes impact quality of life and satisfaction in total knee arthroplasty - results from a German prospective cohort study. Health Qual Life Outcomes. 2019 Dec 09;17(1):180. doi: 10.1186/s12955-019-1237-3. 10.1186/s12955-019-1237-3
    1. Whynes DK. Does the correspondence between EQ-5D health state description and VAS score vary by medical condition? Health Qual Life Outcomes. 2013 Sep 13;11:155. doi: 10.1186/1477-7525-11-155. 1477-7525-11-155
    1. Emilsson L, Lindahl B, Köster M, Lambe M, Ludvigsson JF. Review of 103 Swedish Healthcare Quality Registries. J Intern Med. 2015 Jan;277(1):94–136. doi: 10.1111/joim.12303. doi: 10.1111/joim.12303.
    1. Kim S, Won CW, Kim BS, Kim S, Yoo J, Byun S, Jang HC, Cho BL, Son SJ, Lee JH, Park YS, Choi KM, Kim HJ, Lee SG. EuroQol Visual Analogue Scale (EQ-VAS) as a Predicting Tool for Frailty in Older Korean Adults: The Korean Frailty an Aging Cohort Study (KFACS) J Nutr Health Aging. 2018;22(10):1275–80. doi: 10.1007/s12603-018-1077-6.
    1. Parkin D, Rice N, Jacoby A, Doughty J. Use of a visual analogue scale in a daily patient diary: modelling cross-sectional time-series data on health-related quality of life. Soc Sci Med. 2004 Jul;59(2):351–60. doi: 10.1016/j.socscimed.2003.10.015.S0277953603005525
    1. Feng Y, Parkin D, Devlin NJ. Assessing the performance of the EQ-VAS in the NHS PROMs programme. Qual Life Res. 2014 Apr;23(3):977–89. doi: 10.1007/s11136-013-0537-z.
    1. Golicki D, Niewada M, Karlińska A, Buczek J, Kobayashi A, Janssen MF, Pickard AS. Comparing responsiveness of the EQ-5D-5L, EQ-5D-3L and EQ VAS in stroke patients. Qual Life Res. 2015 Jul;24(6):1555–63. doi: 10.1007/s11136-014-0873-7.
    1. Lin F-J, Samp J, Munoz A, Wong PS, Pickard AS. Evaluating change using patient-reported outcome measures in knee replacement: the complementary nature of the EQ-5D index and VAS scores. Eur J Health Econ. 2014 Jun;15(5):489–96. doi: 10.1007/s10198-013-0489-9.
    1. Sonntag M, Konnopka A, Leichsenring F, Salzer S, Beutel ME, Herpertz S, Hiller W, Hoyer J, Joraschky P, Nolting B, Pöhlmann K, Stangier U, Strauss B, Willutzki U, Wiltink J, Leibing E, König H. Reliability, validity and responsiveness of the EQ-5D in assessing and valuing health status in patients with social phobia. Health Qual Life Outcomes. 2013 Dec 23;11:215. doi: 10.1186/1477-7525-11-215. 1477-7525-11-215
    1. Eneqvist T, Nemes S, Kärrholm J, Burström K, Rolfson O. How do EQ-5D-3L and EQ-5D-5L compare in a Swedish total hip replacement population? Acta Orthop. 2020 Jun;91(3):272–8. doi: 10.1080/17453674.2020.1746124.
    1. Larsson I-M, Wallin E, Rubertsson S, Kristofferzon M. Health-related quality of life improves during the first six months after cardiac arrest and hypothermia treatment. Resuscitation. 2014 Mar;85(2):215–20. doi: 10.1016/j.resuscitation.2013.09.017.S0300-9572(13)00755-7
    1. Teni FS, Burström K, Berg J, Leidl R, Rolfson O. Predictive ability of the American Society of Anaesthesiologists physical status classification system on health-related quality of life of patients after total hip replacement: comparisons across eight EQ-5D-3L value sets. BMC Musculoskelet Disord. 2020 Jul 06;21(1):441. doi: 10.1186/s12891-020-03399-8. 10.1186/s12891-020-03399-8
    1. Sveriges Kommuner Och Landsting Nationella Kvalitetsregister [National Quality Register] [2019-04-23]. .
    1. Katchamart W, Narongroeknawin P, Chanapai W, Thaweeratthakul P. Health-related quality of life in patients with rheumatoid arthritis. BMC Rheumatol. 2019;3:34. doi: 10.1186/s41927-019-0080-9. 80
    1. Faxén UL, Hage C, Donal E, Daubert J, Linde C, Lund LH. Patient reported outcome in HFpEF: Sex-specific differences in quality of life and association with outcome. Int J Cardiol. 2018 Sep 15;267:128–132. doi: 10.1016/j.ijcard.2018.04.102.S0167-5273(18)31021-0
    1. Devlin NJ, Parkin D, Browne J. Patient-reported outcome measures in the NHS: new methods for analysing and reporting EQ-5D data. Health Econ. 2010 Aug;19(8):886–905. doi: 10.1002/hec.1608.
    1. Watson PF, Petrie A. Method agreement analysis: a review of correct methodology. Theriogenology. 2010 Jun;73(9):1167–79. doi: 10.1016/j.theriogenology.2010.01.003. S0093-691X(10)00023-3
    1. Bleichrodt H, Johannesson M. Standard gamble, time trade-off and rating scale: experimental results on the ranking properties of QALYs. J Health Econ. 1997 Apr;16(2):155–75. doi: 10.1016/s0167-6296(96)00509-7.S0167-6296(96)00509-7
    1. Ryan M, Gerard K, Amaya-Amaya M. Discrete choice experiments in a nutshell. In: Ryan M, Gerard K, Amaya-Amaya M, editors. Using Discrete Choice Experiments to Value Health and Health Care. Dordrecht, The Netherlands: Springer Netherlands; 2008. pp. 13–46.

Source: PubMed

3
Subscribe