How Significant Are “High” Correlations Between EQ-5D Value Sets?

2018 ◽  
Vol 38 (6) ◽  
pp. 635-645 ◽  
Author(s):  
Franz Ombler ◽  
Michael Albert ◽  
Paul Hansen

The calculation of quality-adjusted life years, as used for cost–utility analysis, depends on the availability of value sets representing people’s preferences with respect to health-related quality of life (HRQoL). A value set consists of HRQoL index values for all health states representable by the particular descriptive system used, of which the EQ-5D (EuroQoL, 5 Dimensions) is by far the most widely used. High correlation coefficients for EQ-5D value sets derived from different samples—across countries and/or using different valuation techniques—are conventionally interpreted as evidence that the people in the respective samples have similar HRQoL preferences. However, EQ-5D value sets—for both versions of the system (EQ-5D-3L and EQ-5D-5L)—contain many inherent rankings of health state values by design. By calculating correlation coefficients for value sets created from random data, we demonstrate that “high” coefficients are artifacts of these inherent rankings, such as median Pearson’s r = 0.783 for the EQ-5D-3L and 0.850 for the EQ-5D-5L instead of zero. Therefore, high correlation coefficients do not necessarily constitute evidence of meaningful associations in terms of similar HRQoL preferences. After calculating significance levels based on our simulations—available as an online resource for other researchers—we find that many high coefficients are not as significant as conventionally interpreted, whereas other coefficients are not significant. These “high” but insignificant correlations are in fact spurious.

2018 ◽  
Vol 3 (1) ◽  
pp. 5-20 ◽  
Author(s):  
Jing Shen ◽  
Sarah Hill ◽  
David Mott ◽  
Matthew Breckons ◽  
Luke Vale ◽  
...  

Abstract Time trade-off (TTO) is an established method in health economics to elicit and value individuals’ preferences for different health states. These preferences are expressed in the form of health-state utilities that are typically used to measure health-related quality of life and calculate quality-adjusted life-years in an economic evaluation. The TTO approach to directly elicit health-state utilities is particularly valuable when generic instruments (e.g. EQ-5D) may not fully capture changes in utility in a clinical trial. However, there is limited guidance on how a TTO study should be conducted alongside a clinical trial despite it being a valuable tool. We present an account of the design and development of a TTO study within a clinical trial as a case study. We describe the development of materials needed for the TTO interviews, the piloting of the TTO materials and interview process, and recommendations for future TTO studies. This paper provides a practical guide and reference for future applications of the TTO method alongside a clinical trial.


Author(s):  
Vitaly Omelyanovskiy ◽  
Nuriya Musina ◽  
Svetlana Ratushnyak ◽  
Tatiana Bezdenezhnykh ◽  
Vlada Fediaeva ◽  
...  

Abstract Purpose The most widely used generic questionnaire to estimate the quality of life for yielding quality-adjusted life years in economic evaluations is EQ-5D. Country-specific population value sets are required to use EQ-5D in economic evaluations. The aim of this study was to establish an EQ-5D-3L value set for Russia. Methods A representative sample aged 18+ years was recruited from the Russia`s general population. Computer-assisted face–to–face interviews were conducted based on the standardized valuation protocol using EQ-Portable Valuation Technology. Population preferences were elicited utilizing both composite time trade-off (cTTO) and discrete choice experiment (DCE) techniques. To estimate the value set, a hybrid regression model combining cTTO and DCE data was used. Results A total of 300 respondents who successfully completed the interview were included in the primary analysis. 120 (40.0%) respondents reported no health problems of any dimension, and 56 (18.7%) reported moderate health problems in one dimension of the EQ‐5D‐3L. Median self-rated health using EQ‐VAS was 80 with IQR 70–90. Comparing cTTO and DCE-predicted values for 243 health states resulted in a similar pattern. This supports the use of hybrid models. The predicted value based on the preferred model for the worst health state “33333” was −0.503. Mobility dimension had the most significant impact on the utility decrement, and anxiety/depression had the lowest decrement. Conclusion Determining a Russian national value set may be considered the first step towards promoting cost-utility analysis use to increase comparability among studies and improve the transferability of healthcare decision-making in Russia.


2018 ◽  
Vol 100-B (9) ◽  
pp. 1227-1233 ◽  
Author(s):  
I. L. Gitajn ◽  
A. J. Titus ◽  
A. N. Tosteson ◽  
S. Sprague ◽  
K. Jeray ◽  
...  

Aims The aims of this study were to quantify health state utility values (HSUVs) after a tibial fracture, investigate the effect of complications, to determine the trajectory in HSUVs that result in these differences and to quantify the quality-adjusted life years (QALYs) experienced by patients. Patients and Methods This is an analysis of 2138 tibial fractures enrolled in the Fluid Lavage of Open Wounds (FLOW) and Study to Prospectively Evaluate Reamed Intramedullary Nails in Patients with Tibial Fractures (SPRINT) trials. Patients returned for follow-up at two and six weeks and three, six, nine and 12 months. Short-Form Six-Dimension (SF-6D) values were calculated and used to calculate QALYs. Results Compared with those who did not have a complication, those with a complication treated either nonoperatively or operatively had lower HSUVs at all times after two weeks. The HSUVs improved in all patients with the passage of time. However, they did not return to the remembered baseline preinjury values nor to US age-adjusted normal values by 12 months after the injury. Conclusion While the acute fracture and complications may have resolved clinically, the detrimental effect on a patient’s quality of life persists up to 12 months after the injury. Cite this article: Bone Joint J 2018;100-B:1227–33.


BMJ Open ◽  
2018 ◽  
Vol 8 (1) ◽  
pp. e018996 ◽  
Author(s):  
Tracy A Comans ◽  
Kim-Huong Nguyen ◽  
Brendan Mulhern ◽  
Megan Corlis ◽  
Li Li ◽  
...  

IntroductionGeneric instruments for assessing health-related quality of life may lack the sensitivity to detect changes in health specific to certain conditions, such as dementia. The Quality of Life in Alzheimer’s Disease (QOL-AD) is a widely used and well-validated condition-specific instrument for assessing health-related quality of life for people living with dementia, but it does not enable the calculation of quality-adjusted life years, the basis of cost utility analysis. This study will generate a preference-based scoring algorithm for a health state classification system -the Alzheimer’s Disease Five Dimensions (AD-5D) derived from the QOL-AD.Methods and analysisDiscrete choice experiments with duration (DCETTO) and best–worst scaling health state valuation tasks will be administered to a representative sample of 2000 members of the Australian general population via an online survey and to 250 dementia dyads (250 people with dementia and their carers) via face-to-face interview. A multinomial (conditional) logistic framework will be used to analyse responses and produce the utility algorithm for the AD-5D.Ethics and disseminationThe algorithms developed will enable prospective and retrospective economic evaluation of any treatment or intervention targeting people with dementia where the QOL-AD has been administered and will be available online. Results will be disseminated through journals that publish health economics articles and through professional conferences. This study has ethical approval.


2019 ◽  
Author(s):  
Paul Schneider

In economic evaluations of health technologies, health outcomes are commonly measured in terms of QALYs. QALYs are the product of time and health-related quality of life. Health-related quality of life, in turn, is determined by a social tariff, which is supposed to reflect the public’s preference over health states. This paper argues that, because of the tariff’s role in the societal decision making process, it should not be understood as merely a statistical model, but as a major instrument of democratic participation. I outline what implications this might have for both the method used to aggregate individual preferences, and the set of individuals whose preferences should count. Alternative tariff specifications are explored, and future research directions are proposed.


2020 ◽  
Vol 29 (11) ◽  
pp. 3095-3107
Author(s):  
Daphne C. Voormolen ◽  
◽  
Suzanne Polinder ◽  
Nicole von Steinbuechel ◽  
Yan Feng ◽  
...  

Abstract Purpose The Quality of Life after Brain Injury overall scale (QOLIBRI-OS) measures health-related quality of life (HRQoL) after traumatic brain injury (TBI). The aim of this study was to derive value sets for the QOLIBRI-OS in three European countries, which will allow calculation of utility scores for TBI health states. Methods A QOLIBRI-OS value set was derived by using discrete choice experiments (DCEs) and visual analogue scales (VAS) in general population samples from the Netherlands, United Kingdom and Italy. A three-stage procedure was used: (1) A selection of health states, covering the entire spectrum of severity, was defined; (2) General population samples performed the health state valuation task using a web-based survey with three VAS questions and an at random selection of sixteen DCEs; (3) DCEs were analysed using a conditional logistic regression and were then anchored on the VAS data. Utility scores for QOLIBRI-OS health states were generated resulting in estimates for all potential health states. Results The questionnaire was completed by 13,623 respondents. The biggest weight increase for all attributes is seen from “slightly” to “not at all satisfied”, resulting in the largest impact on HRQoL. “Not at all satisfied with how brain is working” should receive the greatest weight in utility calculations in all three countries. Conclusion By transforming the QOLIBRI-OS into utility scores, we enabled the application in economic evaluations and in summary measures of population health, which may be used to inform decision-makers on the best interventions and strategies for TBI patients.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 1288-1288 ◽  
Author(s):  
Heather Cameron ◽  
Melissa Thompson ◽  
John-Paul Marino ◽  
Michael Duong ◽  
Ursula Becker ◽  
...  

Abstract BACKGROUND: In Canada, treatment options are limited for patients with chronic lymphocytic leukemia (CLL) where fludarabine-based regimens are considered inappropriate. For these patients, chlorambucil monotherapy is considered a standard treatment option. Obinutuzumab is a novel recombinant humanized and glycoengineered Type II anti-CD20 monoclonal antibody of the IgG1 isotype. Clinical data demonstrate that first line therapy with obinutuzumab + chlorambucil can improve progression-free survival (PFS) compared with chlorambucil alone in CLL patients ineligible for fludarabine-based chemotherapy (29.9 vs. 11.1 months; HR 0.18 (95% CI [0.14; 0.24]), p<0.0001). (Goede et al., 2014; Roche. Data on file; May 2014). Obinutuzumab + chlorambucil also demonstrated an overall survival (OS) benefit versus chlorambucil alone (HR for death, 0.47; 95% CI, 0.29 to 0.76; P=0.0014). (Goede et al., 2014; Roche. Data on file; May 2014). We conducted a cost-effectiveness and cost-utility analysis of obinutuzumab + chlorambucil versus chlorambucil monotherapy from a Canadian healthcare perspective. METHODS: A Markov model was created to estimate the cost-utility of the treatment with obinutuzumab + chlorambucil versus chlorambucil monotherapy over a ten-year time horizon in previously untreated CLL patients ineligible for fludarabine-based chemotherapy. The model simulated patients moving through three health states: “progression-free”, “progression”, and “death”, with all patients beginning in the progression-free state. The progression-free state was divided into sub health states; progression-free with therapy, and progression-free without therapy. Each health state was associated with a utility value and direct medical costs. (Roche. Data on file; April 2014) Transition probabilities from the progression-free health state to the progression state were determined by PFS collected in the CLL11 trial for obinutuzumab + chlorambucil and chlorambucil monotherapy arms (Roche. Data on file; May 2014). Patients who experienced disease progression transitioned to the progression health state where they received second-line therapy and ongoing supportive care. Transition probabilities from the progression-free health state to death were determined based on the treatment specific death rates observed in CLL11. Due to the lack of mature OS data from CLL11 the transition probabilities from the progressed health state to death were determined based on data from the CLL5 trial (Eichhorst et al., 2009). Resource use and costs were estimated using Canadian sources ($CAD 2014), and both costs and outcomes were discounted at 5% annually. The stability of model results was tested using one-way and probabilistic sensitivity analyses. RESULTS: Treatment with obinutuzumab + chlorambucil produced more life years and quality adjusted life years (QALYs) than treatment with chlorambucil alone. The incremental cost was $35,330 for an incremental life years gain (LYG) of 1.038 and an incremental QALY gain of 0.975 (Table 1). These result in an incremental cost per LYG ratio of $34,028 and an incremental cost per QALY gained of $36,246. The results of one-way sensitivity analyses indicated that the model was robust to changes in model inputs, with the most impactful parameters being time horizon, assumptions regarding survival, treatment duration, and exclusion of second-line therapies. A probabilistic sensitivity analysis resulted in a mean ICER of $35,370, with obinutuzumab + chlorambucil having a 94.3% chance of being cost-effective at a willingness to pay threshold of $50,000/QALY, and a 100% chance of being cost-effective at a willingness to pay threshold of $100,000/QALY and $150,000/QALY. Abstract 1288. Table 1. Ten year cost-effectiveness results Treatment Total Costs Total LYs Total QALYs Incremental Costs Incremental LYs Incremental QALYs Cost per LYG Cost per QALY Chlorambucil $22,417 3.971 2.546 Obinutuzumab + Chlorambucil $57,747 5.009 3.521 $35,330 1.038 0.975 $34,028 $36,246 CONCLUSIONS: The results of this analysis demonstrated that improvements in PFS and OS with obinutuzumab + chlorambucil translate into longer term gains in LYs and QALYs. From a Canadian healthcare perspective, first line treatment of CLL patients ineligible for fludarabine based therapies with obinutuzumab + chlorambucil is cost-effective with a cost-utility ratio of $36,246/QALY. Disclosures Cameron: Cornerstone Research Group: Employment. Thompson:Cornerstone Research Group: Employment. Marino:2Hoffmann-La Roche Limited : Employment. Duong:2Hoffmann-La Roche Limited : Employment. Becker:Roche: Employment. Wiesner:4Genentech, Inc. A Member of the Roche Group: Employment.


2018 ◽  
Vol 38 (8) ◽  
pp. 968-982 ◽  
Author(s):  
Ernest H. Law ◽  
A. Simon Pickard ◽  
Feng Xie ◽  
Surrey M. Walton ◽  
Todd A. Lee ◽  
...  

Objective. To compare and contrast EQ-5D-5L (5L) and EQ-5D-3L (3L) health state values derived from a common sample. Methods. Data from the 2017 US EQ-5D valuation study were analyzed. Value sets were estimated with random-effects linear regression based on composite time trade-off (cTTO) valuations for 3L and 5L health states with 2 approaches to model specification: main effects only and additional N3/N45 terms. Properties of the descriptive system and value set characteristics were compared by examining distributions of predicted index scores, ceiling effects, and single-level transition values from adjacent corner health states. Mean transition values were calculated for all predicted 3L and 5L health states and plotted against baseline index scores. Results. A total of 1062 respondents were included in the analysis. The observed mean cTTO values for the worst possible 3L and 5L health states were −0.423 and −0.343, respectively. The range of scale was larger with the 3L, compared to the 5L, for both main effects and N term models. Values for the mildest 5L health states (range, 0.857−0.924) were similar to 11111 for the 3L. Parameter estimates for matched dimension levels differed by <|0.07| except for the most severe level of Mobility. For the main effects model, 3L mean transition values were greater for more severe baseline 3L index scores, whereas 5L mean transition values remained constant irrespective of the baseline index score. Conclusions. Compared to the 3L, the 5L exhibited a lower ceiling effect and improved measurement properties. There was a larger range of scale for the 3L compared to 5L; however, this difference was driven by differences in preference for the most severe level of problems in Mobility.


2019 ◽  
Vol 7 (12) ◽  
pp. 232596711988659 ◽  
Author(s):  
Joshua Adjei ◽  
Benedict U. Nwachukwu ◽  
Yi Zhang ◽  
Huong T. Do ◽  
Daniel W. Green ◽  
...  

Background: The impact of osteochondritis dissecans (OCD) lesions of the knee on a child’s health-related quality of life has not previously been quantified. Preference-based health utility assessment allows patients to assign quality-of-life valuations (utilities) to different health states and conditions. Purpose: To determine (1) patient-reported utility scores for health states associated with pediatric OCD lesions of the knee and (2) whether these scores are associated with patient demographics or disease severity. Study Design: Cross-sectional study; Level of evidence, 3. Methods: Children, adolescents, and young adults being treated for OCD of the knee were interviewed to assess utilities for each of the 6 health states commonly encountered in the treatment of OCD: (1) symptomatic lesion, (2) nonoperative rehabilitation, (3) postoperative rehabilitation, (4) intermediate treatment success, (5) early degenerative knee changes, and (6) successful treatment (asymptomatic). Patients were asked to assign health utilities to each state using a standardized feeling thermometer (scale, 0-100), which were converted to a health state utility (scale, 0-1 [1 = perfect health]). Utilities were reported with descriptive statistics, and comparative analyses were performed to test whether assignments were associated with patient age, sex, or whether the OCD lesion required surgical intervention. Results: A total of 100 participants treated or undergoing treatment for OCD were prospectively enrolled; 74% were male (n = 74). The median age at the time of survey was 15 years (interquartile range, 13-16.5 years). Utility scores were as follows: symptomatic OCD lesion, 0.15; nonoperative rehabilitation, 0.30; postoperative rehabilitation, 0.30; early degenerative changes, 0.58; intermediate treatment success, 0.65; and successful treatment, 1.0. Utility scores were not associated with age, sex, or whether the participant underwent surgical treatment for the OCD lesion. Conclusion: The current study quantified patient-reported utilities for 6 OCD lesion health states, which may be used for future health-related quality of life, decision analysis, and quality/safety/value studies. These utility scores were stable and not affected by patient age, sex, or treatment strategy.


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