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Cheng LJ, Schieskow S, Chen LA, Cheng JY, Herdman M, Luo N. Head-to-Head Comparisons of the Distributional Characteristics and Measurement Properties of the 3-Level and 5-Level Versions of the EQ-5D-Y: A Systematic Review. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2025:S1098-3015(25)02303-4. [PMID: 40246069 DOI: 10.1016/j.jval.2025.03.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2024] [Revised: 01/31/2025] [Accepted: 03/12/2025] [Indexed: 04/19/2025]
Abstract
OBJECTIVES This systematic review compared the distributional characteristics and measurement properties of EuroQol's EQ-5D-Y-3L and EQ-5D-Y-5L instruments, using results from published head-to-head comparative studies. METHODS The review was reported following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses-COnsensus-based Standards for the selection of health Measurement INstruments (PRISMA-COSMIN) guideline. We searched 8 databases up to February 14, 2024 for studies on the measurement properties and distributional characteristics (missing data, ceiling/floor effects, consistency, and informativity) of both EQ-5D-Y versions. Measurement quality was assessed in terms of the proportion of tests meeting COSMIN recommended criteria for reliability, validity, and responsiveness. RESULTS Eighteen studies were included. The Y-5L reduced ceiling effects by 0.8% to 16.5% and had a slightly higher evenness index, indicating greater informativity. Both versions showed sufficient construct validity across patient and general population samples, with the Y-5L slightly outperforming the Y-3L in known-group validity. Both the Y-3L and Y-5L versions showed sufficient test-retest reliability for mobility, pain/discomfort, and worried, sad, or unhappy and inconsistent reliability for looking after myself and usual activities, indicating similar performance across these dimensions. The Y-5L showed better responsiveness (standardized effect size range = 0.03-2.05) than Y-3L (range = 0.13-0.94). In proxy-reported data, the Y-5L appears to have slightly lower test-retest reliability than the Y-3L, despite demonstrating better agreement with self-reported data. CONCLUSIONS Both EQ-5D-Y versions demonstrated varying psychometric performances across the evaluated populations, with the Y-5L slightly outperforming the Y-3L in responsiveness and proxy-child agreement. The availability of the Y-5L expands the options of health-related quality-of-life instruments for assessing pediatric populations. Further research is needed to assess its performance across diverse populations and administrative modes.
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Affiliation(s)
- Ling Jie Cheng
- National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, England, UK; Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Simone Schieskow
- Department of Health Economics and Health Care Management, School of Public Health, Bielefeld University, Bielefeld, Germany
| | - Le Ann Chen
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Jing Ying Cheng
- Khoo Teck Puat Hospital, Yishun Health, National Healthcare Group, Singapore
| | - Michael Herdman
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Nan Luo
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore.
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Iskandar A, Buchholz M, Blotenberg I, Schmitz-Hübsch T, Faber J, Jacobi H, Xie F, Grobe-Einsler M, Klockgether T, Michalowsky B. Longitudinal description of health-related quality of life and depressive symptoms in polyQ spinocerebellar ataxia patients. J Neurol 2025; 272:323. [PMID: 40202598 PMCID: PMC11982069 DOI: 10.1007/s00415-025-13024-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Revised: 02/28/2025] [Accepted: 03/10/2025] [Indexed: 04/10/2025]
Abstract
INTRODUCTION Due to limited treatment options, managing symptoms has dominated care for Spinocerebellar Ataxia (SCA). Little attention has been given to health-related quality of life (HRQoL) and depressive symptoms experienced by patients across disease duration. OBJECTIVE To investigate the course of HRQoL and the severity of depressive symptoms in SCA from disease onset to 26 years after onset and identify influencing factors. METHODS We analyzed data from two longitudinal SCA cohorts, the EUROSCA (European Spinocerebellar Ataxia Registry) and ESMI study (European Spinocerebellar Ataxia Type 3/Machado-Joseph Disease Initiative). Multilevel mixed-effects models were employed to demonstrate the course of HRQoL and depressive symptoms severity to investigate the role of disease progression with disease duration as a predictor of interest, along with time-varying clinical variables and time-fixed covariates. RESULTS Seven hundred seventy four participants (Mage = 50.8 ± 13.4; 48.6% female) were included. HRQoL consistently decreased throughout disease duration across all SCA subtypes, but the decline was smallest in SCA6. The decrease in HRQoL was explained by ataxia and depression severity and driven by increasing problems with self-care, usual activities and mobility. Depressive symptoms significantly increased in SCA2 and 3 only, with a trend toward slight improvement in SCA6. CONCLUSIONS The trend direction of HRQoL and its significant association with the severity of ataxia symptoms align with the literature. The rapid worsening of self-care problems, the differential associations between depression and HRQoL sub-dimensions in different SCA subtypes, and the unexplainable resilience may warrant a deeper look at patient-specific intra- and interpersonal factors.
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Affiliation(s)
- Audrey Iskandar
- German Center for Neurodegenerative Diseases (DZNE), Site Rostock/Greifswald, Patient-Reported Outcomes & Health Economics Group, Ellernholzstrasse 1-2, 17489, Greifswald, Germany.
| | - Maresa Buchholz
- German Center for Neurodegenerative Diseases (DZNE), Site Rostock/Greifswald, Patient-Reported Outcomes & Health Economics Group, Ellernholzstrasse 1-2, 17489, Greifswald, Germany
| | - Iris Blotenberg
- German Center for Neurodegenerative Diseases (DZNE), Site Rostock/Greifswald, Patient-Reported Outcomes & Health Economics Group, Ellernholzstrasse 1-2, 17489, Greifswald, Germany
| | - Tanja Schmitz-Hübsch
- Experimental and Clinical Research Center, A cooperation of Max-Delbrueck Center of Molecular Medicine and Charité, Universitätsmedizin Berlin, Berlin, Germany
| | - Jennifer Faber
- German Center for Neurodegenerative Diseases E.V. (DZNE), Site Bonn, Bonn, Germany
- Department of Neurology, University of Bonn, Bonn, Germany
| | - Heike Jacobi
- Department of Neurology, University Hospital Heidelberg, Heidelberg, Germany
| | - Feng Xie
- Centre for Health Economics and Policy Analysis, Department Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Canada
| | - Marcus Grobe-Einsler
- German Center for Neurodegenerative Diseases E.V. (DZNE), Site Bonn, Bonn, Germany
- Department of Neurology, University of Bonn, Bonn, Germany
| | - Thomas Klockgether
- German Center for Neurodegenerative Diseases E.V. (DZNE), Site Bonn, Bonn, Germany
- Department of Neurology, University of Bonn, Bonn, Germany
| | - Bernhard Michalowsky
- German Center for Neurodegenerative Diseases (DZNE), Site Rostock/Greifswald, Patient-Reported Outcomes & Health Economics Group, Ellernholzstrasse 1-2, 17489, Greifswald, Germany
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Angyal MM, Janssen MF, Lakatos PL, Brodszky V, Rencz F. The added value of the cognition, dining, gastrointestinal problems, sleep and tiredness bolt-on dimensions to the EQ-5D-5L in patients with coeliac disease. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2025; 26:473-485. [PMID: 39212881 PMCID: PMC11937053 DOI: 10.1007/s10198-024-01719-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 08/07/2024] [Indexed: 09/04/2024]
Abstract
OBJECTIVES Multiple studies suggest that the EQ-5D may overestimate health-related quality of life (HRQoL) in patients with coeliac disease (CD). We aimed to develop and psychometrically test potentially relevant bolt-on dimensions to improve the measurement performance of the EQ-5D-5L in CD patients. METHODS The development and selection of bolt-ons were informed by a literature review on HRQoL in CD, expert and patient input. A cross-sectional online survey was conducted amongst 312 adult CD patients. Respondents completed the EQ-5D-5L, two condition-specific bolt-ons newly-developed for the present study [dining (DI) and gastrointestinal problems (GI)] and three existing bolt-ons [cognition (CO), sleep (SL) and tiredness (TI)]. The following psychometric properties were tested: ceiling, informativity, convergent and known-group validity, and dimensionality (confirmatory factor analysis). RESULTS Adding the TI, SL, GI, DI and CO individual bolt-ons reduced the ceiling of the EQ-5D-5L (39%) to 17%, 23%, 24%, 26% and 37%, respectively. GI excelled with strong convergent validity with the Gastrointestinal Symptom Rating Scale total score (rs=0.71) and improved the discriminatory power for all known-groups. GI was the only bolt-on loading on a different factor from the five core dimensions, whereas the other four bolt-ons loaded onto the same 'psychosocial health' factor as the EQ-5D-5L anxiety/depression dimension. CONCLUSION The DI, GI, SL and TI bolt-ons, especially the GI, enhance the validity of EQ-5D-5L in patients with CD, suggesting their value in capturing important HRQoL aspects potentially missed by the five core dimensions. These bolt-ons can be used in sensitivity analyses supporting health technology assessments and subsequent resource allocation decisions.
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Affiliation(s)
- M Mercédesz Angyal
- Károly Rácz Conservative Medicine Division, Semmelweis University Doctoral School, 26 Üllői út, Budapest, H-1085, Hungary
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary
| | - Mathieu F Janssen
- Section Medical Psychology and Psychotherapy, Department of Psychiatry, Erasmus MC, Rotterdam, The Netherlands
| | - Péter L Lakatos
- McGill University Health Centre, Montreal General Hospital, 1650 Ave. Cedar, D16.173.1, Montreal, QC, H3G 1A4, Canada
- Department of Internal Medicine and Oncology, Semmelweis University, 2/a Korányi Sándor utca, Budapest, 1083, Hungary
| | - Valentin Brodszky
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary
| | - Fanni Rencz
- Károly Rácz Conservative Medicine Division, Semmelweis University Doctoral School, 26 Üllői út, Budapest, H-1085, Hungary.
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary.
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Lotfi F, Lotfi A, Lotfi M, Bjelica A, Bogdanović Z. Enhancing smart healthcare with female students' stress and anxiety detection using machine learning. PSYCHOL HEALTH MED 2025:1-20. [PMID: 40159134 DOI: 10.1080/13548506.2025.2484698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Accepted: 03/20/2025] [Indexed: 04/02/2025]
Abstract
Machine learning (ML) is widely used to predict and detect stress and anxiety. Early detection of stress or anxiety is crucial for clinical pathways to enhance the supportive environment in society, particularly among female students. This study aims to assess and improve the accuracy of detecting stress and anxiety among female students using machine learning algorithms and functions. Three primary features are cigarette smoking, physical activity and grade point average (GPA). The multiple linear regression analysis conducted on 160 datasets obtained from the State-Trait Anxiety Inventory (STAI) at the University of Belgrade was selected. A heat map was utilised to identify the least engaging areas of the model along with most state anxiety factors. Additionally, R-squared (R2), mean absolute error (MAE), mean squared error (MSE) and root mean squared error (RMSE) were employed to assess the errors of the linear regression model for both pre-intervention and post-intervention, focusing on key features related to female students' anxiety. Using the K-Means algorithm, cluster analysis was executed on samples (N = 160) with three key features. The total average anxiety score was 44.39% (out of 80%) and is considered moderate. The heat map indicated a strong relationship between the variables. Overall, the post-intervention stage yielded acceptable results compared to the pre-intervention stage. Two clusters of anxiety among female students were identified, demonstrating that these features can accurately detect anxiety in female students. This research aims to analyse female students' stress and anxiety better using the linear regression algorithm. Additionally, ML functions demonstrated that smoking cigarettes, physical activity and GPA related to the stress and anxiety of female students have reduced errors during anxiety detection.
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Affiliation(s)
- Farhad Lotfi
- University of Belgrade, Faculty of Organizational Sciences, Jove Ilića, Belgrade, Serbia
- Institute for Outcomes Research, Center for Medical Data Science, Medical University of Vienna, Wien, Austria
| | - Amin Lotfi
- Department of Computer and Information Technology Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran
| | - Matin Lotfi
- Department of Computer and Information Technology Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran
| | - Artur Bjelica
- Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
- Serbia Clinic for Gynecology and Obstetrics, Clinical Center of Vojvodina, University of Novi Sad, Novi Sad, Serbia
| | - Zorica Bogdanović
- University of Belgrade, Faculty of Organizational Sciences, Jove Ilića, Belgrade, Serbia
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Pangestu S, Purba FD, Setyowibowo H, Mukuria C, Rencz F. Associations between financial toxicity, health-related quality of life, and well-being in Indonesian patients with breast cancer. Qual Life Res 2025:10.1007/s11136-025-03925-y. [PMID: 39998755 DOI: 10.1007/s11136-025-03925-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/10/2025] [Indexed: 02/27/2025]
Abstract
OBJECTIVES Financial toxicity (FT) is the impairment of financial well-being experienced by patients with cancer, categorized into subjective (SFT) and objective (OFT) forms. This study aimed to investigate the associations between FT, health-related quality of life, and overall well-being in patients with breast cancer. METHODS We analyzed baseline data from a single-center longitudinal study in Indonesia. Patients completed the EQ-5D-5L, EQ Health and Wellbeing (EQ-HWB), COST: A FACIT Measure of Financial Toxicity (FACIT-COST, for measuring SFT), and OFT-related questions. Ordinal logistic regression was used to examine the associations between FT and selected EQ-5D-5L and EQ-HWB items. Multivariable linear regression was used to assess the associations of FT and EQ-5D-5L and EQ-HWB-S index values. The main regression models were adjusted for socio-demographic and clinical factors such as age, income, metastasis status, and symptoms. RESULTS The survey included 300 female patients with breast cancer undergoing treatment (mean age = 51). Overall, 21% experienced high SFT (FACIT-COST ≤ 17.5) and 51% reported any OFT (e.g., incurring debt). Adjusted for covariates, higher SFT was associated with more problems in EQ-5D-5L pain/discomfort and anxiety/depression, and in EQ-HWB exhaustion, anxiety, sadness/depression, frustration, pain, and discomfort. OFT was associated with more problems in exhaustion. Higher SFT was associated with lower EQ-5D-5L and EQ-HWB-S index values, with explained variances of 46.3% for EQ-HWB-S and 31.2% for EQ-5D-5L. CONCLUSIONS This study is the first to explore the associations between financial toxicity, EQ-5D-5L, and EQ-HWB outcomes in breast cancer. Our findings provide insight into the cancer burden and its link to health and well-being.
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Affiliation(s)
- Stevanus Pangestu
- Department of Health Policy, Corvinus University of Budapest, Budapest, Hungary.
- Doctoral School of Business and Management, Corvinus University of Budapest, Budapest, Hungary.
| | - Fredrick Dermawan Purba
- Department of Psychology, Faculty of Psychology, Universitas Padjadjaran, Bandung, Indonesia
| | - Hari Setyowibowo
- Department of Psychology, Faculty of Psychology, Universitas Padjadjaran, Bandung, Indonesia
| | - Clara Mukuria
- School of Medicine and Population Health, University of Sheffield, Sheffield, UK
| | - Fanni Rencz
- Department of Health Policy, Corvinus University of Budapest, Budapest, Hungary
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Bató A, Brodszky V, Rencz F. Development of updated population norms for the SF-36 for Hungary and comparison with 1997-1998 norms. Health Qual Life Outcomes 2025; 23:14. [PMID: 39962594 PMCID: PMC11831779 DOI: 10.1186/s12955-025-02343-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2024] [Accepted: 02/05/2025] [Indexed: 02/21/2025] Open
Abstract
BACKGROUND Hungarian SF-36 population norm data were last collected in 1997-1998 and have not been updated since, reducing their relevance and limiting their usability and comparability. This study aimed to establish contemporary normative data for the SF-36 domain and standardised summary scores in Hungary and compare them to the previous population norms. METHODS An online cross-sectional survey, including the SF-36v1, was conducted among 1,700 members of the Hungarian adult general population in 2020. The sample demonstrated good representativeness across key sociodemographic characteristics. Normative data were calculated for domains using raw scores and for summary scores using country-specific factor score coefficients derived from exploratory factor analysis. Multivariate linear regression models were performed to examine the association of domain and summary scores with sociodemographic and health-related characteristics. Raw domain scores were compared with the 1997-1998 norms. RESULTS Males reported higher scores (better health) in seven out of eight domains (p < 0.001). Mean standardised PCS scores decreased, whereas MCS scores increased with age (p < 0.001). Compared to the 1997-1998 population norms, the 18-24 and 25-34 age groups reported lower, while the 65 + age group reported higher scores in all eight domains. Higher scores were reported in 2020 from the 35-44 age group onward on the role physical, bodily pain, social functioning, and role emotional domains. CONCLUSIONS This study established contemporary population norms for the SF-36 in Hungary. Our results highlight the changes in health status in the general population, particularly in young adults, compared to the 1997-1998 population norms, and provide valuable input to inform decision-makers.
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Affiliation(s)
- Alex Bató
- Doctoral School, Semmelweis University, Budapest, Hungary.
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám Tér, Budapest, 1093, Hungary.
| | - Valentin Brodszky
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám Tér, Budapest, 1093, Hungary
| | - Fanni Rencz
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám Tér, Budapest, 1093, Hungary
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Xu RH, Luo N, Dong D. Measurement properties of the EQ-5D-3L, EQ-5D-5L, and SF-6Dv2 in patients with late-onset Pompe disease. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2024; 25:1505-1515. [PMID: 38472723 PMCID: PMC11512824 DOI: 10.1007/s10198-024-01682-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Accepted: 01/31/2024] [Indexed: 03/14/2024]
Abstract
OBJECTIVE The objective of this study was to evaluate the psychometric properties of the EQ-5D (3L and 5L) and SF-6Dv2 in a group of Chinese patients with late-on Pompe disease (PD), and compare their performance in this patient group. METHODS The data used in this study were obtained from a web-based and cross-sectional survey conducted in China. All participants completed the 3L, 5L, and SF-6Dv2. Information about their sociodemographic status and health conditions was also collected. The measurement properties were assessed by examining ceiling and floor effects, evaluating convergent validity, known-group validity, and test-retest reliability (Intraclass correlation coefficient [ICC] and Gwet's AC). RESULTS A total of 117 PD patients completed the questionnaire. All dimensions of the 3L showed strong ceiling effects, ranging between 17.1 and 42.7%. All three measures showed good test-retest reliability, with ICC values ranging from 0.85 to 0.87. The Gwet's AC values showed that four out of five dimensions of the 3L showed very good agreement. All hypothesized correlations between the 3L, 5L, SF-6Dv2, and items of WHODAS were supported, indicating satisfactory convergent validity. The 5L showed stronger correlations (|r|= 0.53-0.84) with WHODAS than the other two measures. The outcomes of ANOVA indicated that the 5L had higher F-statistics than the 3L and SF-6Dv2, indicating a stronger discriminant ability to differentiate most condition groups. CONCLUSION The 5L demonstrates lower ceiling and floor effects, higher discriminant ability, and better convergent validity than the SF-6Dv2 and 3L in patients with PD. In addition, the 5L may generate a larger utility gain compared to the other two instruments when conducting cost-effectiveness analysis.
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Affiliation(s)
- Richard Huan Xu
- Department of Rehabilitation Sciences, Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Nan Luo
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Dong Dong
- JC School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China.
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Szabó Á, Brodszky V, Rencz F. Comparing EQ-5D-5L, PROPr, SF-6D and TTO utilities in patients with chronic skin diseases. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2024:10.1007/s10198-024-01728-5. [PMID: 39340749 DOI: 10.1007/s10198-024-01728-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 09/11/2024] [Indexed: 09/30/2024]
Abstract
OBJECTIVES We aim to compare the measurement properties of three indirect (EQ-5D-5L, PROPr, SF-6D) and one direct (time trade-off, TTO) utility assessment methods in patients with chronic skin diseases. METHODS 120 patients with physician-diagnosed chronic skin diseases (psoriasis 39%, atopic dermatitis 27%, acne 19%) completed a cross-sectional survey. Respondents completed the EQ-5D-5L, PROMIS-29+2 and SF-36v1 questionnaires and a 10-year TTO task for own current health. Utilities were computed using the US value sets. Ceiling, convergent and known-group validity were compared across the utilities derived with these four methods. Known-groups were defined based on general, physical and mental health. The agreement between utilities was assessed using intraclass correlation coefficients (ICC). RESULTS Mean utilities for the EQ-5D-5L, PROPr, SF-6D and TTO were 0.79, 0.47, 0.76 and 0.89. In corresponding order, the ceiling was 28%, 0%, 2% and 65%. The SF-6D showed excellent agreement with the EQ-5D-5L (ICC = 0.770). PROPr demonstrated poor agreement with the EQ-5D-5L (ICC = 0.381) and fair with SF-6D utilities (ICC = 0.445). TTO utilities showed poor agreement with indirectly assessed utilities (ICC = 0.058-0.242). The EQ-5D-5L better discriminated between known groups of general and physical health, while the SF-6D and PROPr outperformed the EQ-5D-5L for mental health problems. CONCLUSION There is a great variability in utilities across the four methods in patients with chronic skin conditions. The EQ-5D-5L, despite its higher ceiling, appears to be the most efficient in discriminating between patient groups for physical health aspects. Our findings inform the choice of instrument for quality-adjusted life year calculations in cost-utility analyses.
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Affiliation(s)
- Ákos Szabó
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, H-1093, Hungary
- Károly Rácz Doctoral School of Conservative Medicine, Semmelweis University, 26 Üllői út, Budapest, H-1085, Hungary
| | - Valentin Brodszky
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, H-1093, Hungary
| | - Fanni Rencz
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, H-1093, Hungary.
- Károly Rácz Doctoral School of Conservative Medicine, Semmelweis University, 26 Üllői út, Budapest, H-1085, Hungary.
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Rencz F, Janssen MF. Testing the Psychometric Properties of 9 Bolt-Ons for the EQ-5D-5L in a General Population Sample. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2024; 27:943-954. [PMID: 38599517 DOI: 10.1016/j.jval.2024.03.2195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 02/20/2024] [Accepted: 03/20/2024] [Indexed: 04/12/2024]
Abstract
OBJECTIVES We aimed to assess the psychometric performance and added value of 9 existing bolt-ons (breathing problems, cognition, hearing, self-confidence, skin irritation, sleep, social relationships, tiredness, and vision) for the EQ-5D-5L in a general population sample. METHODS The EQ-5D-5L, 9 bolt-ons, SF-6Dv1, Patient-Reported Outcomes Measurement Information System (PROMIS)-29+2, PROMIS Global Health, and Satisfaction with Life Scale were completed in an online cross-sectional survey among a general adult population sample in Hungary (n = 1587). The following psychometric properties were tested for the EQ-5D-5L + bolt-on(s): ceiling, divergent and convergent validity, structural validity, known-group validity, and explanatory power. RESULTS Adding sleep (30%), tiredness (24%), or vision (21%) substantially reduced the ceiling of the EQ-5D-5L (41%). Cognition, sleep, social relationships, and tiredness correlated with corresponding PROMIS and SF-6D items (rs = ǀ0.32ǀ - ǀ0.73ǀ). All bolt-ons, except cognition and self-confidence, loaded on a different factor from the EQ-5D-5L dimensions. Breathing, hearing, skin irritation, and vision significantly improved known-group validity in relevant health condition groups. The sleep bolt-on improved known-group validity in 9 of 13 chronic health conditions. Tiredness had the largest impact on explaining EQ VAS score variance in 8 of 13 conditions. Hearing and vision improved the ability of the EQ-5D-5L to capture declining health with age, whereas self-confidence and social relationships were valuable for mental health assessment. CONCLUSIONS This study established the validity of multiple bolt-ons for the EQ-5D-5L and highlights the usefulness of including relevant bolt-ons in population-based and patient surveys. Our findings inform the further development of these bolt-ons and the bolt-on item selection for clinical studies.
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Affiliation(s)
- Fanni Rencz
- Department of Health Policy, Corvinus University of Budapest, Hungary, Budapest.
| | - Mathieu F Janssen
- Section Medical Psychology and Psychotherapy, Department of Psychiatry, Erasmus MC, The Netherlands, Rotterdam
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Kuharić M, Pickard AS, Mukuria C, Finch AP. The Measurement Properties of the EQ-HWB and the EQ-HWB-S in Italian Population: A Comparative Study With EQ-5D-5L. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2024; 27:955-966. [PMID: 38490471 DOI: 10.1016/j.jval.2024.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Revised: 02/12/2024] [Accepted: 03/07/2024] [Indexed: 03/17/2024]
Abstract
OBJECTIVES The EQ Health and Well-being, EQ-HWB (25-item) and the EQ-HWB-S (9-item), are new generic measures of health and well-being. The purpose of this study was to examine the measurement properties of the EQ-HWB and EQ-HWB-S measures in relation to the EQ-5D-5L among the Italian general population. METHODS A cross-sectional survey was conducted from October 2020 to February 2021, followed by secondary analysis of collected data from Italian adults. This analysis included response pattern distributions, correlation strength, and known-group comparison. Known-group comparison was assessed using effect sizes (ES) across health conditions, caregiver status, and social care usage. The EQ-HWB-S index-based score was based on the UK pilot value set, whereas the Italian value set was used for scoring the EQ-5D-5L index. RESULTS Out of the 1182 participants, 461 reported having a chronic condition, 185 identified as caregivers, and 42 were social care users. EQ-HWB items (7.5%) showed fewer ceiling effects than EQ-5D-5L items (34.7%). Strong correlations (rs > 0.5) were found between overlapping EQ-HWB and EQ-5D-5L items. EQ-HWB-S and EQ-5D-5L index scores demonstrated similar discrimination based on symptomatic chronic conditions (ES d = 0.68 vs d = 0.71), but EQ-HWB-S had slightly higher ES for social care users (ES d = 0.84 vs d = 0.74). CONCLUSIONS Initial evidence supports the validity of EQ-HWB/EQ-HWB-S because outcome measures in the Italian population. EQ-HWB-S performed comparably to EQ-5D-5L among patients and was better in differentiating social care users. A slight decrease in discriminative properties for caregivers was observed when transitioning from EQ-HWB to EQ-HWB-S.
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Affiliation(s)
- Maja Kuharić
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA; Department of Pharmacy Systems, Outcomes and Policy, College of Pharmacy, University of Illinois Chicago, IL, USA.
| | - A Simon Pickard
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA; Maths in Health BV, Amsterdam, The Netherlands
| | - Clara Mukuria
- Division of Population Health, University of Sheffield, Sheffield, England, UK
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Bató A, Brodszky V, Mitev AZ, Jenei B, Rencz F. Psychometric properties and general population reference values for PROMIS Global Health in Hungary. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2024; 25:549-562. [PMID: 37378690 PMCID: PMC11136746 DOI: 10.1007/s10198-023-01610-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 06/07/2023] [Indexed: 06/29/2023]
Abstract
OBJECTIVES Patient-Reported Outcomes Measurement Information System-Global Health (PROMIS-GH) is a widely used generic measure of health status. This study aimed to (1) assess the psychometric properties of the Hungarian PROMIS-GH and to (2) develop general population reference values in Hungary. METHODS An online cross-sectional survey was conducted among the Hungarian adult general population (n = 1700). Respondents completed the PROMIS-GH v1.2. Unidimensionality (confirmatory factor analysis and bifactor model), local independence, monotonicity (Mokken scaling), graded response model fit, item characteristic curves and measurement invariance were examined. Spearman's correlations were used to analyse convergent validity of PROMIS-GH subscales with SF-36v1 composites and subscales. Age- and gender-weighted T-scores were computed for the Global Physical Health (GPH) and Global Mental Health (GMH) subscales using the US item calibrations. RESULTS The item response theory assumptions of unidimensionality, local independence and monotonicity were met for both subscales. The graded response model showed acceptable fit indices for both subscales. No differential item functioning was detected for any sociodemographic characteristics. GMH T-scores showed a strong correlation with SF-36 mental health composite score (rs = 0.71) and GPH T-scores with SF-36 physical health composite score (rs = 0.83). Mean GPH and GMH T-scores of females were lower (47.8 and 46.4) compared to males (50.5 and 49.3) (p < 0.001), and both mean GPH and GMH T-scores decreased with age, suggesting worse health status (p < 0.05). CONCLUSION This study established the validity and developed general population reference values for the PROMIS-GH in Hungary. Population reference values facilitate the interpretation of patients' scores and allow inter-country comparisons.
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Affiliation(s)
- Alex Bató
- Károly Rácz Doctoral School of Clinical Medicine, Semmelweis University, Budapest, Hungary
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary
| | - Valentin Brodszky
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary
| | - Ariel Zoltán Mitev
- Institute of Marketing and Communication Sciences, Corvinus University of Budapest, Budapest, Hungary
| | - Balázs Jenei
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary
| | - Fanni Rencz
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary.
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12
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Nikl A, Janssen MF, Jenei B, Brodszky V, Rencz F. Population Norms for the EQ-5D-5L, PROPr and SF-6D in Hungary. PHARMACOECONOMICS 2024; 42:583-603. [PMID: 38416366 DOI: 10.1007/s40273-024-01360-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/30/2024] [Indexed: 02/29/2024]
Abstract
OBJECTIVES This study aimed to develop population norms for three preference-accompanied measures [EQ-5D-5L, Patient-Reported Outcomes Measurement Information System (PROMIS)-preference scoring system (PROPr) and Short-Form Six-Dimension (SF-6D)] in Hungary. METHODS In November 2020, an online cross-sectional survey was conducted among a representative sample of the Hungarian adult general population (n = 1631). Respondents completed the Hungarian versions of the EQ-5D-5L, PROMIS-29+2 version 2.1 and 36-item Short Form Survey version 1 (SF-36v1). The association of utilities with sociodemographic and health-related characteristics of respondents was analysed using multivariate regressions. RESULTS The proportion of respondents reporting problems ranged from 8 to 44% (self-care to pain/discomfort) on the EQ-5D-5L, 39-94% (physical function to sleep) on PROPr and 38-87% (role limitations to vitality) on the SF-6D. Problems related to physical function, self-care, usual activities/role limitations and pain increased with age, while mental health problems decreased in all three measures. In almost all corresponding domains, respondents indicated the fewest problems on the EQ-5D-5L and the most problems on the SF-6D. The mean EQ-5D-5L, PROPr and SF-6D utilities were 0.900, 0.535 and 0.755, respectively. Female gender (PROPr, SF-6D), a lower level of education (EQ-5D-5L, PROPr), being unemployed or a disability pensioner (EQ-5D-5L), being underweight or obese (SF-6D), lack of physical exercise (all) and polypharmacy (all) were associated with significantly lower utilities. PROPr yielded the lowest and EQ-5D-5L the highest mean utilities in 28 of 30 chronic health conditions. CONCLUSIONS This study presents the first set of Hungarian population norms for the EQ-5D-5L, PROPr and SF-6D. Our findings can serve as reference values in clinical trials and observational studies and contribute to the monitoring of population health and the assessment of disease burden in Hungary.
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Affiliation(s)
- Anna Nikl
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, 1093, Budapest, Hungary
- Semmelweis University Doctoral School, Budapest, Hungary
| | - Mathieu F Janssen
- Section Medical Psychology and Psychotherapy, Department of Psychiatry, Erasmus MC, Rotterdam, The Netherlands
| | - Balázs Jenei
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, 1093, Budapest, Hungary
| | - Valentin Brodszky
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, 1093, Budapest, Hungary
| | - Fanni Rencz
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, 1093, Budapest, Hungary.
- Semmelweis University Doctoral School, Budapest, Hungary.
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Lathe J, Silverwood RJ, Hughes AD, Patalay P. Examining how well economic evaluations capture the value of mental health. Lancet Psychiatry 2024; 11:221-230. [PMID: 38281493 DOI: 10.1016/s2215-0366(23)00436-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 12/21/2023] [Accepted: 12/27/2023] [Indexed: 01/30/2024]
Abstract
Health economics evidence informs health-care decision making, but the field has historically paid insufficient attention to mental health. Economic evaluations in health should define an appropriate scope for benefits and costs and how to value them. This Health Policy provides an overview of these processes and considers to what extent they capture the value of mental health. We suggest that although current practices are both transparent and justifiable, they have distinct limitations from the perspective of mental health. Most social value judgements, such as the exclusion of interindividual outcomes and intersectoral costs, diminish the value of improving mental health, and this reduction in value might be disproportionate compared with other types of health. Economic analyses might have disadvantaged interventions that improve mental health compared with physical health, but research is required to test the size of such differential effects and any subsequent effect on decision-making systems such as health technology assessment systems. Collaboration between health economics and the mental health sciences is crucial for achieving mental-physical health parity in evaluative frameworks and, ultimately, improving population mental health.
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Affiliation(s)
- James Lathe
- MRC Unit for Lifelong Health and Ageing, Department of Population Science and Experimental Medicine, Faculty of Population Health Sciences, University College London, London, UK.
| | - Richard J Silverwood
- Centre for Longitudinal Studies, Social Research Institute, Institute of Education, Faculty of Education and Society, University College London, London, UK
| | - Alun D Hughes
- MRC Unit for Lifelong Health and Ageing, Department of Population Science and Experimental Medicine, Faculty of Population Health Sciences, University College London, London, UK
| | - Praveetha Patalay
- MRC Unit for Lifelong Health and Ageing, Department of Population Science and Experimental Medicine, Faculty of Population Health Sciences, University College London, London, UK; Centre for Longitudinal Studies, Social Research Institute, Institute of Education, Faculty of Education and Society, University College London, London, UK
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14
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Grygiel P, Dolata R, Humenny G, Muszyński M. Depressive symptoms and loneliness among early adolescents: a psychometric network analysis approach. J Child Psychol Psychiatry 2024; 65:199-214. [PMID: 37550521 DOI: 10.1111/jcpp.13876] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/03/2023] [Indexed: 08/09/2023]
Abstract
BACKGROUND Previous studies demonstrate a high prevalence of depression and loneliness among adolescents. Although they often co-occur, the relationship between symptoms of depression and loneliness remains poorly understood. This study investigates: (a) the symptoms of depression that are connected to loneliness; (b) the role played by loneliness in the network of depression symptoms; and (c) whether the method used to measure loneliness (single-item direct or multi-item indirect) affects the relationship of loneliness with depressive symptoms. METHODS Participants were 496 Polish adolescents (50.8% girls) aged 11 to 13, who completed: (a) the 10-item Major Depressive Disorder subscale of the Revised Child Anxiety and Depression Scale; (b) the 11-item De Jong Gierveld Loneliness Scale (indirect loneliness), and (c) a single direct question evaluating loneliness: 'I'm lonely'. Networks were estimated using a Gaussian Graphical Model. RESULTS Loneliness shows a direct relationship with three affective symptoms of depression: sadness, worthlessness, and anhedonia, which mediate relationships with somatic symptoms. In contrast to previous studies, loneliness has the lowest level of centrality among all elements of the network. The method used to assess loneliness did not significantly affect the connections between loneliness and depressive symptoms. CONCLUSIONS Loneliness and depression overlap since they are formed by the same cognitive biases and deficits in emotion regulation but differ in the level of generality. In loneliness, they have an interpersonal context, while symptoms of depression can be intrapersonal. This helps us to understand why cognitive interventions, as compared to those which are social, are more effective in reducing loneliness.
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Affiliation(s)
| | | | | | - Marek Muszyński
- Institute of Philosophy and Sociology Polish Academy of Sciences, Warsaw, Poland
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Nikl A, Janssen MF, Brodszky V, Rencz F. Hungarian population norms for the 15D generic preference-accompanied health status measure. Qual Life Res 2024; 33:87-99. [PMID: 37707653 PMCID: PMC10784351 DOI: 10.1007/s11136-023-03514-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/29/2023] [Indexed: 09/15/2023]
Abstract
OBJECTIVES 15D is a generic preference-accompanied health status measure covering a wide range of health areas, including sensory functions. The aim of this study was to establish population norms for the 15D instrument in Hungary. METHODS 2000 members of the Hungarian adult general population participated in an online cross-sectional survey in August 2021. The sample was broadly representative in terms of gender, age groups, highest level of education, geographical region, and settlement type. Index values were derived using the Norwegian 15D value set. In addition to providing population norms, mean index values were computed for 32 physical and 24 mental health condition groups. RESULTS Most respondents (78.7%) reported problems in at least one 15D domain. The most problems were reported with sleeping (50.7%), followed by vitality (49.2%), distress (43.6%), discomfort and symptoms (31.2%), depression (31.1%), sexual activities (29.6%), breathing (28.1%), and vision (27.8%). The mean 15D index value was 0.810. With advancing age categories, the 15D index values showed an inverse U-shaped curve. Generally, mean index values in respondents with mental health conditions were lower [range 0.299 (post-traumatic stress disorder) to 0.757 (smoking addiction)] than those of respondents with physical conditions [range 0.557 (liver cirrhosis) to 0.764 (allergies)]. CONCLUSIONS This study provided 15D population norms of the Hungarian general population; furthermore, this is the first study to provide population norms for the 15D in any country. The values established in this study can serve as benchmarks for evaluating efficacy outcomes in clinical trials, quantifying disease burden and identifying unmet needs.
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Affiliation(s)
- Anna Nikl
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, 1093, Budapest, Hungary
- Semmelweis University Doctoral School, Budapest, Hungary
| | - Mathieu F Janssen
- Section Medical Psychology and Psychotherapy, Department of Psychiatry, Erasmus MC, Rotterdam, The Netherlands
| | - Valentin Brodszky
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, 1093, Budapest, Hungary
| | - Fanni Rencz
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, 1093, Budapest, Hungary.
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16
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Szlávicz E, Szabó Á, Kinyó Á, Szeiffert A, Bancsók T, Brodszky V, Gyulai R, Rencz F. Content validity of the EQ-5D-5L with skin irritation and self-confidence bolt-ons in patients with atopic dermatitis: a qualitative think-aloud study. Qual Life Res 2024; 33:101-111. [PMID: 37787930 PMCID: PMC10784357 DOI: 10.1007/s11136-023-03519-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/11/2023] [Indexed: 10/04/2023]
Abstract
OBJECTIVES Two bolt-on dimensions (skin irritation, self-confidence) have been developed for the EQ-5D-5L to improve its content validity and responsiveness in psoriasis. However, the two bolt-ons are not strictly psoriasis-specific and are potentially relevant in other skin conditions. This study aims to explore the content validity of the EQ-5D-5L with two bolt-ons in patients with atopic dermatitis (AD). METHODS In 2021-2022, qualitative, semi-structured interviews were conducted with 20 adult AD patients at a university dermatology clinic in Hungary. We aimed for a heterogeneous sample in terms of age, gender, education and disease severity. Patients completed the EQ-5D-5L with two bolt-ons using a think-aloud protocol. Probing questions were posed to investigate item relevance, potential conceptual overlaps, missing concepts and the appropriateness of the recall period. Interview transcripts were subjected to thematic analysis. RESULTS The EQ-5D-5L with the two bolt-ons covered the most important aspects of health-related quality of life in AD patients. Most patients found both the skin irritation and self-confidence bolt-ons relevant. Fifteen potential missing concepts were identified, but only two (social relationships, judgement by others) were identified by more than one patient. A smaller conceptual overlap was found between the skin irritation and pain/discomfort dimensions in 7 patients (35%). Half the patients expressed a preference for a recall period of 1 week rather than of 'today'. CONCLUSIONS The EQ-5D-5L with skin irritation and self-confidence bolt-ons showed good relevance, comprehensiveness and comprehensibility in patients with AD. However, in terms of comprehensiveness, social relationships and judgement by others (stigma) may be missing from the questionnaire.
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Affiliation(s)
- Eszter Szlávicz
- Department of Dermatology, Venereology and Oncodermatology, Medical School, University of Pécs, 1 Akác Street, Pécs, Hungary.
| | - Ákos Szabó
- Department of Health Policy, Corvinus University of Budapest, Budapest, Hungary
- Károly Rácz Doctoral School of Clinical Medicine, Semmelweis University, Budapest, Hungary
| | - Ágnes Kinyó
- Department of Dermatology, Venereology and Oncodermatology, Medical School, University of Pécs, 1 Akác Street, Pécs, Hungary
| | - Anita Szeiffert
- Department of Dermatology, Venereology and Oncodermatology, Medical School, University of Pécs, 1 Akác Street, Pécs, Hungary
| | - Tamás Bancsók
- Department of Dermatology, Venereology and Oncodermatology, Medical School, University of Pécs, 1 Akác Street, Pécs, Hungary
| | - Valentin Brodszky
- Department of Health Policy, Corvinus University of Budapest, Budapest, Hungary
| | - Rolland Gyulai
- Department of Dermatology, Venereology and Oncodermatology, Medical School, University of Pécs, 1 Akác Street, Pécs, Hungary
| | - Fanni Rencz
- Department of Health Policy, Corvinus University of Budapest, Budapest, Hungary
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Rencz F, Janssen MF. Time perspective profile and self-reported health on the EQ-5D. Qual Life Res 2024; 33:73-85. [PMID: 37682495 PMCID: PMC10784346 DOI: 10.1007/s11136-023-03509-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/23/2023] [Indexed: 09/09/2023]
Abstract
OBJECTIVES Time perspective (TP) is a psychological construct that is associated with several health-related behaviours, including healthy eating, smoking and adherence to medications. In this study, we aimed to examine the associations of TP profile with self-reported health on the EQ-5D-5L and to detect which domains display response heterogeneity (cut-point shift) for TP. METHODS We conducted a secondary analysis of EQ-5D-5L data from a representative general population sample in Hungary (n = 996). The 17-item Zimbardo Time Perspective Inventory was used to measure individuals' TP on five subscales: past-negative, past-positive, present-fatalist, present-hedonist and future. The associations between TP subscales and EQ-5D-5L domain scores, EQ VAS and EQ-5D-5L index values were analysed by using partial proportional odds models and multivariate linear regressions. RESULTS Respondents that scored higher on the past-negative and present-fatalist and lower on the present-hedonist and future subscales were more likely to report more health problems in at least one EQ-5D-5L domain (p < 0.05). Adjusting for socio-economic and health status, three EQ-5D-5L domains exhibited significant associations with various TP subscales (usual activities: present-fatalist and future, pain/discomfort: past-negative and future, anxiety/depression: past-negative, present-fatalist, present-hedonist and future). The anxiety/depression domain showed evidence of cut-point shift. CONCLUSIONS This study identified response heterogeneity stemming from psychological characteristics in self-reported health on the EQ-5D-5L. TP seems to play a double role in self-reported health, firstly as affecting underlying health and secondly as a factor influencing one's response behavior. These findings increase our understanding of the non-health-related factors that affect self-reported health on standardized health status measures.
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Affiliation(s)
- Fanni Rencz
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary.
| | - Mathieu F Janssen
- Section Medical Psychology and Psychotherapy, Department of Psychiatry, Erasmus MC, Rotterdam, The Netherlands
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Rencz F, Brodszky V, Janssen MF. A Direct Comparison of the Measurement Properties of EQ-5D-5L, PROMIS-29+2 and PROMIS Global Health Instruments and EQ-5D-5L and PROPr Utilities in a General Population Sample. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2023; 26:1045-1056. [PMID: 36804583 DOI: 10.1016/j.jval.2023.02.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 01/26/2023] [Accepted: 02/01/2023] [Indexed: 06/18/2023]
Abstract
OBJECTIVES We aimed to compare measurement properties of the 5-level version of EQ-5D (EQ-5D-5L) and 2 Patient-Reported Outcomes Measurement Information System (PROMIS) short forms, PROMIS-29+2 and PROMIS Global Health (PROMIS-GH-10), and of EQ-5D-5L and PROMIS-preference scoring system (PROPr) utilities. METHODS A cross-sectional survey was conducted in a general population sample in Hungary (N = 1631). We compared the following measurement properties at the level of items, domains, and utilities, the latter using corresponding US value sets: ceiling and floor, informativity (Shannon's indices), agreement, convergent, and known-group validity. For the analyses, PROMIS items/domains were matched to EQ-5D-5L domains that cover similar concepts of health. RESULTS The majority of PROMIS items showed enhanced distributional characteristics, including lower ceilings and higher informativity than the EQ-5D-5L. Good convergent validity was established between EQ-5D-5L and PROMIS domains capturing similar aspects of health. Mean EQ-5D-5L utilities were substantially higher than those of PROPr (0.864 vs 0.535). EQ-5D-5L utilities correlated moderately or strongly with PROPr (r = 0.61), PROMIS-GH-10 physical (r = 0.68), and mental health summary scores (r = 0.53). EQ-5D-5L utilities decreased with age, whereas PROPr utilities slightly increased with age. EQ-5D-5L utilities discriminated significantly better in 12/28 (ratio of F-statistics) and 18/26 (area under the receiver-operating characteristics curve ratio) known groups defined by age, self-perceived health status, and self-reported physician-diagnosed health conditions, including hypertension, diabetes, coronary heart disease, chronic kidney disease, and stroke. CONCLUSIONS This study provides comparative evidence on the measurement properties of EQ-5D-5L, PROMIS-29+2, and PROMIS-GH-10 and informs decisions about the choice of instruments in population health surveys for assessment of patients' health and for cost-utility analyses.
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Affiliation(s)
- Fanni Rencz
- Department of Health Policy, Corvinus University of Budapest, Budapest, Hungary.
| | - Valentin Brodszky
- Department of Health Policy, Corvinus University of Budapest, Budapest, Hungary
| | - Mathieu F Janssen
- Section Medical Psychology and Psychotherapy, Department of Psychiatry, Erasmus MC, Rotterdam, The Netherlands
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Zhang A, Mao Z, Wang Z, Wu J, Luo N, Wang P. Comparing measurement properties of EQ-5D and SF-6D in East and South-East Asian populations: a scoping review. Expert Rev Pharmacoecon Outcomes Res 2023; 23:449-468. [PMID: 36889006 DOI: 10.1080/14737167.2023.2189590] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Accepted: 03/07/2023] [Indexed: 03/10/2023]
Abstract
INTRODUCTION Euro-Qol-5 Dimension (EQ-5D) and Short-Form 6-Dimension (SF-6D) are the most commonly used generic multi-attribute utility instruments (MAUI) to calculate quality-adjusted life-years (QALYs) in East and South-East Asia. This study aims to systematically review and summarize current evidence on comparing measurement properties of EQ-5D and SF-6D in East and South-East Asian populations. AREAS COVERED Guided by the PRISMA systematic review and meta-analysis guidelines, a systematic literature search was conducted in databases of PubMed, Web of Science, MEDLINE, EMBASE and CINAHL (until June 2022) to obtain studies which compared measurement properties (feasibility, reliability, validity, responsiveness, and sensitivity) and agreement of EQ-5D and SF-6D in the populations. EXPERT OPINION In general, both EQ-5D and SF-6D had good measurement properties in East and South-East Asian populations; but their utility scores cannot be used interchangeably. Compared to the 3-level EQ-5D, SF-6D had better sensitivity and lower ceiling effects, but the comparison results between the 5-level EQ-5D and SF-6D were inconsistent across populations. This scoping review found that most studies did not consider order effects, did not specify the versions of SF-6D, and ignored certain measurement properties (reliability, content validity, and responsiveness). These aspects need to be further explored in future studies.
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Affiliation(s)
- Aixue Zhang
- School of Public Health, Fudan University, Shanghai, Hong Kong, China
- KeyLaboratory of Health Technology Assessment, National Health Commission of the People's Republic of China (Fudan University), Shanghai, Hong Kong, China
| | - Zhuxin Mao
- Centre for Health Economics Research and Modelling Infectious Diseases (CHERMID), University of Antwerp, Antwerp, Belgium
| | - Zitong Wang
- School of Public Health, Fudan University, Shanghai, Hong Kong, China
| | - Jing Wu
- School of Pharmaceutical Science and Technology, Tianjin University, Tianjin, Beijing, China
| | - Nan Luo
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Pei Wang
- School of Public Health, Fudan University, Shanghai, Hong Kong, China
- KeyLaboratory of Health Technology Assessment, National Health Commission of the People's Republic of China (Fudan University), Shanghai, Hong Kong, China
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Belay YB, Mihalopoulos C, Lee YY, Mulhern B, Engel L. Examining the psychometric properties of a split version of the EQ-5D-5L anxiety/depression dimension in patients with anxiety and/or depression. Qual Life Res 2023:10.1007/s11136-023-03372-7. [PMID: 36809437 DOI: 10.1007/s11136-023-03372-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/06/2023] [Indexed: 02/23/2023]
Abstract
PURPOSE This study explored differences in self-reported responses and the psychometric performance of the composite EQ-5D-5L anxiety/depression (A/D) dimension compared with a split version of the dimension where 'anxiety' and 'depression' are measured separately. METHODS People with anxiety and/or depression who visited the Amanuel Mental Specialized Hospital in Ethiopia completed the standard EQ-5D-5L with the added subdimensions. Correlation analysis was used to examine convergent validity with validated measures of depression (PHQ-9) and anxiety (GAD-7), while ANOVA was used to assess known-groups' validity. Agreement between ratings for composite and split dimensions was compared using percent agreement and Cohen's Kappa, while the proportion of 'no problems' reports was compared using the chi-square test. Discriminatory power analysis was undertaken using the Shannon index (H') and Shannon Evenness index (J'). Open-ended questions explored participants' preferences. RESULTS Of the 462 respondents, 30.5% reported no problems with the composite A/D, while 13.2% reported no problems on both subdimensions. Agreement between ratings for composite and split dimensions was highest for respondents with comorbid anxiety and depression. The depression subdimension had higher correlation with PHQ-9 (r = 0.53) and GAD-7 (r = 0.33) than the composite A/D dimension (r = 0.36 and r = 0.28, respectively). The split subdimensions and composite A/D could adequately differentiate respondents based on their severity of anxiety or depression. Slightly better informativity was observed in EQ-4D-5L + anxiety (H' = 5.4; J' = 0.47) and EQ-4D-5L + depression (H' = 5.31; J' = 0.46) than EQ-5D-5L (H' = 5.19; J' = 0.45). CONCLUSIONS Adopting two subdimensions within the EQ-5D-5L tool appears to perform slightly better than the standard EQ-5D-5L.
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Affiliation(s)
- Yared Belete Belay
- School of Public Health and Preventive Medicine, Monash University, Level 4, 553 St Kilda Road, Melbourne, VIC, 3004, Australia. .,School of Pharmacy, Mekelle University, Mekelle, Ethiopia.
| | - Cathrine Mihalopoulos
- School of Public Health and Preventive Medicine, Monash University, Level 4, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
| | - Yong Yi Lee
- School of Public Health and Preventive Medicine, Monash University, Level 4, 553 St Kilda Road, Melbourne, VIC, 3004, Australia.,School of Public Health, The University of Queensland, Brisbane, Australia.,Queensland Centre for Mental Health Research, Brisbane, Australia
| | - Brendan Mulhern
- Centre for Health Economics Research and Evaluation, University of Technology Sydney, Sydney, Australia
| | - Lidia Engel
- School of Public Health and Preventive Medicine, Monash University, Level 4, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
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21
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Nikl A, Janssen MF, Brodszky V, Rencz F. A head-to-head comparison of the EQ-5D-5L and 15D descriptive systems and index values in a general population sample. Health Qual Life Outcomes 2023; 21:17. [PMID: 36803866 PMCID: PMC9940337 DOI: 10.1186/s12955-023-02096-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 02/03/2023] [Indexed: 02/21/2023] Open
Abstract
BACKGROUND The EQ-5D-5L and 15D are generic preference-accompanied health status measures with similar dimensions. In this study, we aim to compare the measurement properties of the EQ-5D-5L and 15D descriptive systems and index values in a general population sample. METHODS In August 2021, an online cross-sectional survey was conducted in a representative adult general population sample (n = 1887). The EQ-5D-5L and 15D descriptive systems and index values were compared in terms of ceiling and floor, informativity (Shannon's Evenness index), agreement, convergent and known-groups validity for 41 chronic physical and mental health conditions. Danish value sets were used to compute index values for both instruments. As a sensitivity analysis, index values were also estimated using the Hungarian EQ-5D-5L and Norwegian 15D value sets. RESULTS Overall, 270 (8.6%) and 1030 (3.4*10-6%) unique profiles occurred on the EQ-5D-5L and 15D. The EQ-5D-5L dimensions (0.51-0.70) demonstrated better informativity than those of 15D (0.44-0.69). EQ-5D-5L and 15D dimensions capturing similar areas of health showed moderate or strong correlations (0.558-0.690). The vision, hearing, eating, speech, excretion and mental function 15D dimensions demonstrated very weak or weak correlations with all EQ-5D-5L dimensions, which may indicate potential room for EQ-5D-5L bolt-ons. The 15D index values showed lower ceiling than the EQ-5D-5L (21% vs. 36%). The mean index values were 0.86 for the Danish EQ-5D-5L, 0.87 for the Hungarian EQ-5D-5L, 0.91 for the Danish 15D and 0.81 for the Norwegian 15D. Strong correlations were found between the index values (Danish EQ-5D-5L vs. Danish 15D 0.671, Hungarian EQ-5D-5L vs. Norwegian 15D 0.638). Both instruments were able to discriminate between all chronic condition groups with moderate or large effect sizes (Danish EQ-5D-5L 0.688-3.810, Hungarian EQ-5D-5L 1.233-4.360, Danish 15D 0.623-3.018 and Norwegian 15D 1.064-3.816). Compared to the 15D, effect sizes were larger for the EQ-5D-5L in 88-93% of chronic condition groups. CONCLUSIONS This is the first study to compare the measurement properties of the EQ-5D-5L and 15D in a general population sample. Despite having 10 fewer dimensions, the EQ-5D-5L performed better than the 15D in many aspects. Our findings help to understand the differences between generic preference-accompanied measures and support resource allocation decisions.
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Affiliation(s)
- Anna Nikl
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary
- Károly Rácz Doctoral School of Clinical Medicine, Semmelweis University, Budapest, Hungary
| | - Mathieu F Janssen
- Section Medical Psychology and Psychotherapy, Department of Psychiatry, Erasmus MC, Rotterdam, The Netherlands
| | - Valentin Brodszky
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary
| | - Fanni Rencz
- Department of Health Policy, Corvinus University of Budapest, 8 Fővám tér, Budapest, 1093, Hungary.
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22
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Hungarian PROMIS-29+2: psychometric properties and population reference values. Qual Life Res 2023:10.1007/s11136-023-03364-7. [PMID: 36792819 PMCID: PMC9931172 DOI: 10.1007/s11136-023-03364-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/31/2023] [Indexed: 02/17/2023]
Abstract
OBJECTIVES This study aims to assess psychometric properties of the Hungarian PROMIS-29+2 profile measure and provide general population reference values for Hungary. METHODS An adult general population sample (n = 1700) completed PROMIS-29+2 v2.1 in an online survey. The following psychometric properties were assessed: floor and ceiling effect, convergent validity with SF-36v1 domains, internal consistency (McDonald's omega), unidimensionality, local independence, monotonicity, graded response model (GRM) fit and differential item functioning (DIF). Age- and gender-specific reference values were established using the US item calibrations. RESULTS Depending on scale orientation, high floor or ceiling effects were observed for all domains (25.2-60.7%) except for sleep disturbance. McDonald's omega for domains ranged from 0.87-0.97. Unidimensionality, local independence and monotonicity were supported and the GRM adequately fitted for all but one domains. The sleep disturbance domain demonstrated item misfit, response level disordering and low discrimination ability, particularly for item Sleep116 ('refreshing sleep'). Strong correlations were observed between PROMIS-29+2 and corresponding SF-36 domains (rs=│0.60│ to │0.78│). No DIF was detected for most sociodemographic characteristics. Problems with physical function, pain interference and social roles tended to increase, whereas problems with anxiety, depression, fatigue and cognitive function declined with age (p < 0.01). In all domains except for cognitive function, more health problems occurred in females than in males (p < 0.001). CONCLUSION The Hungarian PROMIS-29+2 shows satisfactory psychometric properties; however, the sleep disturbance domain substantially underperforms that requires further attention. Population reference values were generated that facilitate the interpretation of health outcomes in various patient populations.
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23
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Engel L, Whitehurst DGT, Haagsma J, Janssen MF, Mulhern B. What is measured by the composite, single-item pain/discomfort dimension of the EQ-5D-5L? An exploratory analysis. Qual Life Res 2022; 32:1175-1186. [PMID: 36469212 DOI: 10.1007/s11136-022-03312-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/28/2022] [Indexed: 12/12/2022]
Abstract
PURPOSE This study examines the EQ-5D-5L pain/discomfort dimension by drawing comparisons with five other pain and discomfort items (pain severity, discomfort severity, pain frequency, discomfort frequency and pain interference) collected in the Australian psychometric study for the EQ Health and Wellbeing instrument. METHODS Participants, recruited via a market research company, completed an online survey. Methods of analyses included the assessment of descriptive statistics, variation in reporting patterns using chi-square tests and cross-tabulations, correlation analyses, ordered univariate logistic regression, and discriminatory power analyses (Shannon index (H') and Shannon Evenness index (J')). RESULTS Survey data from 514 participants were used. Compared with EQ-5D-5L pain/discomfort, there was a higher proportion of respondents reporting some level of impairment on at least one of the pain severity and discomfort severity items (74% versus 81%). Correlation with EQ-5D-5L pain/discomfort was strongest for pain severity (r = 0.83) and weakest for discomfort frequency (r = 0.41); the same inferences were drawn for predictive ability. Adding any additional pain or discomfort items to the EQ-5D-5L increased the absolute informativity (H') but not the relative informativity (J'). When replacing EQ-5D-5L pain/discomfort with separate pain and/or discomfort items - i.e., adding items to a modified 'EQ-4D-5L'-absolute informativity increased, while relative informativity increased only when pain interference and frequency-related items (independently or in combination) were added. CONCLUSION The EQ-5D-5L pain/discomfort dimension captures aspects of pain more than aspects of discomfort. Potential reasons include the absence of descriptors or because pain is mentioned first in the composite item.
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Affiliation(s)
- Lidia Engel
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Level 4, 553 St. Kilda Road, Melbourne, VIC, 3004, Australia.
| | - David G T Whitehurst
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
- Centre for Health Economics Research and Evaluation, University of Technology Sydney, Sydney, NSW, Australia
| | - Juanita Haagsma
- Department of Public Health, Erasmus MC, Rotterdam, The Netherlands
| | - M F Janssen
- Section Medical Psychology and Psychotherapy, Department of Psychiatry, Erasmus MC, Rotterdam, The Netherlands
| | - Brendan Mulhern
- Centre for Health Economics Research and Evaluation, University of Technology Sydney, Sydney, NSW, Australia
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