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Zhou W, Ding B, Busschbach J, Herdman M, Yang Z, Lu Y. EQ-5D-5L or EQ-HWB-S: Which is the Better Instrument for Capturing Spillover Effects in Parental Carers of Children with COVID-19? PHARMACOECONOMICS 2025; 43:555-567. [PMID: 39907985 PMCID: PMC12011911 DOI: 10.1007/s40273-025-01473-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/20/2025] [Indexed: 02/06/2025]
Abstract
BACKGROUND AND OBJECTIVES 'Caregiver health spillovers' refer to the broader impacts of an individual's illness and interventions on informal caregivers' health and well-being. This study focuses on the spillover effects experienced by parental carers of children with coronavirus disease 2019 (COVID-19), aiming to compare the psychometric properties of the EQ-5D-5L and the experimental EQ Health and Wellbeing Short version (EQ-HWB-S) in capturing these effects. METHODS A longitudinal study was conducted with 861 parental carers of children aged 0-18 years with COVID-19 and 231 parents of healthy children as the control group. The EQ-5D-5L and EQ-HWB-S were used to assess parental health and well-being. Analyses included known-groups validity (multivariable regression), test-retest reliability (Gwet's AC1, intraclass correlation coefficient) and responsiveness to health improvement (Glass' Δ effect size). RESULTS Parents of infected children reported more problems than those of healthy controls. The EQ-HWB-S better discriminated between sub-groups defined by the child's COVID-19 presence, caring time and work impact. Test-retest reliability was fair to good for EQ-HWB-S dimensions (Gwet's AC1: 0.33-0.79), moderate to good for EQ-5D-5L (Gwet's AC1: 0.40-0.76), and good for index scores and EQ VAS (intraclass correlation coefficient: 0.70-0.77). Parental health and well-being improved as children recovered, with the EQ-5D-5L showing slightly higher responsiveness (effect size: 0.77-0.87) than EQ-HWB-S (effect size: 0.62-0.74). CONCLUSIONS Both EQ-HWB-S and EQ-5D-5L are valid, reliable and responsive for measuring parental spillover effects related to a child's COVID-19 infection. EQ-HWB-S outperformed in distinguishing social and emotional impacts of caregiving, while EQ-5D-5L better captured physical health improvements. The choice between tools may depend on study objectives.
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Affiliation(s)
- Wenjing Zhou
- Department of Paediatrics, Renji Hospital, School of Medicine, Shanghai Jiaotong University, No. 2000, Jiangyue Road, Shanghai, China
- Department of Psychiatry, Section Medical Psychology and Psychotherapy, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Bo Ding
- Department of Paediatrics, Renji Hospital, School of Medicine, Shanghai Jiaotong University, No. 2000, Jiangyue Road, Shanghai, China
| | - Jan Busschbach
- Department of Psychiatry, Section Medical Psychology and Psychotherapy, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Michael Herdman
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Zhihao Yang
- Health Services Management Department, Guizhou Medical University, Room 316, Shansi Building, Guian, Guizhou Province, China.
| | - Yanming Lu
- Department of Paediatrics, Renji Hospital, School of Medicine, Shanghai Jiaotong University, No. 2000, Jiangyue Road, Shanghai, China.
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Wu Y, Chen Z, Cheng Z, Yu Z, Qin K, Jiang C, Xu J. Effects of chronic diseases on health related quality of life is mediated by sleep difficulty in middle aged and older adults. Sci Rep 2025; 15:2987. [PMID: 39849013 PMCID: PMC11758026 DOI: 10.1038/s41598-025-86420-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 01/10/2025] [Indexed: 01/25/2025] Open
Abstract
Middle-aged and older adults with chronic diseases are more likely to encounter sleep difficulty and have a reduced Health-Related Quality of Life (HRQoL), but there is little research on their possible mechanisms. Therefore, the main objective of this study was to explore how sleep difficulty mediates the impact of chronic diseases on the HRQoL of middle-aged and older adults. The survey data were from a cross-sectional study carried out in 2019 in Hangzhou, China. We used a multi-stage cluster random sampling method to recruit participants from seven districts in Hangzhou. Multiple regression was used to analyze the relationship between chronic diseases, sleep difficulty and HRQoL. And the mediate package in the R language was used to analyze the mediating effect. A total of 3,550 middle-aged and older adults were enrolled, including 2,273 patients with chronic diseases and 1,277 patients without them. Patients with chronic diseases had lower health utility values (β=-0.0084, P < 0.01) and were more likely to suffer from sleep difficulty (β = 0.5737, P < 0.001). After correcting for demographic and life characteristics, the mediation analysis results indicated that sleep difficulty mediated the relationship between chronic diseases and HRQoL (β=-0.0022, 95% Bca CI: -0.0034 -0.0014). Additionally, sleep difficulty influenced the association between chronic diseases and daily activities as well as pain (or discomfort) (β = 0.0083, 95% Bca CI: 0.0042-0.0111; β = 0.0162, 95% Bca CI: 0.0107-0.0225) in the analysis of the dimensions. Sleep difficulty partially mediated the relationship between chronic diseases and HRQoL, and primarily in the daily activities and pain (or discomfort) dimensions in middle-aged and older adults.
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Affiliation(s)
- Yaoyao Wu
- Department of Chronic and Non-Communicable Disease, Hangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution), Hangzhou, Zhejiang Provinces, People's Republic of China
| | - Zesheng Chen
- Department of Chronic and Non-Communicable Disease, Hangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution), Hangzhou, Zhejiang Provinces, People's Republic of China
| | - Zongxue Cheng
- Department of Chronic and Non-Communicable Disease, Hangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution), Hangzhou, Zhejiang Provinces, People's Republic of China
| | - Zhecong Yu
- Department of Chronic and Non-Communicable Disease, Hangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution), Hangzhou, Zhejiang Provinces, People's Republic of China
| | - Kang Qin
- Department of Chronic and Non-Communicable Disease, Hangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution), Hangzhou, Zhejiang Provinces, People's Republic of China
| | - Caixia Jiang
- Department of Chronic and Non-Communicable Disease, Hangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution), Hangzhou, Zhejiang Provinces, People's Republic of China
| | - Jue Xu
- Department of Chronic and Non-Communicable Disease, Hangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution), Hangzhou, Zhejiang Provinces, People's Republic of China.
- Hangzhou Center for Disease Control and Prevention(Hangzhou Health Supervision Institution), 568 Ming-shi Rd, Hangzhou, 310021, Zhejiang, People's Republic of China.
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Kaambwa B, Woods TJ, Natsky A, Bulamu N, Mpundu-Kaambwa C, Loffler KA, Sweetman A, Catcheside PG, Reynolds AC, Adams R, Eckert DJ. Content Comparison of Quality-of-Life Instruments Used in Economic Evaluations of Sleep Disorder Interventions: A Systematic Review. PHARMACOECONOMICS 2024; 42:507-526. [PMID: 38340220 PMCID: PMC11039546 DOI: 10.1007/s40273-023-01349-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/19/2023] [Indexed: 02/12/2024]
Abstract
BACKGROUND Assessment of quality of life (QoL) in people living with sleep disorders using questionnaires is necessary to compare intervention benefits. Knowledge of the content and concepts covered by specific QoL instruments is essential to determine which instruments are best suited for conducting economic evaluations of sleep-related interventions. OBJECTIVES This review aims to identify the QoL instruments that have been applied in economic evaluations of sleep disorder interventions and compare their conceptual overlap and content coverage using the framework of the International Classification of Functioning, Disability and Health (ICF). METHODS A systematic review of full economic evaluations in sleep published in peer-reviewed journals from conception to 30 May, 2023 was conducted. MEDLINE, PsychInfo, ProQuest, Cochrane, Scopus, CINAHL, Web of Science and Emcare were searched for eligible studies. Studies incorporating either generic or sleep-specific QoL instruments as the primary or secondary measures of effectiveness within a full economic evaluation were included. Quality appraisal against the JBI Critical Appraisal Checklist for Economic Evaluations and EURONHEED checklists and mapping of QoL items to ICF categories were performed by two reviewers, with a third helping settle any potential differences. RESULTS Sixteen instruments were identified as having been used in sleep health economic evaluations. The EQ-5D-3L, Epworth Sleepiness Scale, and Insomnia Severity Index were the most widely used, but the latter two are predominantly diagnostic tools and not specifically designed to guide economic evaluations. Other instruments with broader ICF content coverage have been least used, and these include the Sleep Apnea Quality of Life Index, Functional Outcomes of Sleep Questionnaire, 15 Dimensions, Short-Form 6 Dimensions, 12-item Short Form Survey, 36-item Short Form Survey and the GRID Hamilton Rating Scale for Depression. CONCLUSIONS This study provides an overview of current QoL instruments used in economic evaluations of sleep with respect to their content coverage. A combination of generic and sleep-specific instruments with broader ICF content coverage is recommended for such evaluations.
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Affiliation(s)
- Billingsley Kaambwa
- Health Economics Unit, College of Medicine and Public Health, Flinders University, Health Sciences Building, Sturt Road, Bedford Park, SA, 5042, Australia.
| | - Taylor-Jade Woods
- Health Economics Unit, College of Medicine and Public Health, Flinders University, Health Sciences Building, Sturt Road, Bedford Park, SA, 5042, Australia
| | - Andrea Natsky
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Norma Bulamu
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Christine Mpundu-Kaambwa
- Health and Social Care Economics Group, Caring Futures Institute, Flinders University, Adelaide, SA, Australia
| | - Kelly A Loffler
- Health Data and Clinical Trials, Flinders Health and Medical Research Institute, Flinders University, Adelaide, SA, Australia
| | - Alexander Sweetman
- Flinders Health and Medical Research Institute (Sleep Health)/formerly Adelaide Institute for Sleep Health, Flinders University, Adelaide, SA, Australia
| | - Peter G Catcheside
- Flinders Health and Medical Research Institute (Sleep Health)/formerly Adelaide Institute for Sleep Health, Flinders University, Adelaide, SA, Australia
| | - Amy C Reynolds
- Flinders Health and Medical Research Institute (Sleep Health)/formerly Adelaide Institute for Sleep Health, Flinders University, Adelaide, SA, Australia
| | - Robert Adams
- Flinders Health and Medical Research Institute (Sleep Health)/formerly Adelaide Institute for Sleep Health, Flinders University, Adelaide, SA, Australia
| | - Danny J Eckert
- Flinders Health and Medical Research Institute (Sleep Health)/formerly Adelaide Institute for Sleep Health, Flinders University, Adelaide, SA, Australia
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Chalet FX, Albanese E, Egea Santaolalla C, Ellis JG, Ferini-Strambi L, Heidbreder A, Léger D, Modi K, Morin CM, Olopoenia A. Epidemiology and burden of chronic insomnia disorder in Europe: an analysis of the 2020 National Health and Wellness Survey. J Med Econ 2024; 27:1308-1319. [PMID: 39318277 DOI: 10.1080/13696998.2024.2407631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 09/17/2024] [Accepted: 09/18/2024] [Indexed: 09/26/2024]
Abstract
INTRODUCTION Chronic insomnia disorder (CID) is considered a significant worldwide public health concern; however, its exact burden is unknown. We estimate its prevalence across France, Germany, Italy, Spain, and the United Kingdom, and assess the economic and humanistic burden for a broader insomnia population. METHODS This retrospective, cross-sectional, observational study used 2020 National Health and Wellness Survey (NHWS) data. Patients reporting insomnia were characterized to define CID. Health-related quality of life (HRQoL), work productivity, and healthcare resource use (HCRU) outcomes were assessed in four cohorts according to insomnia diagnosis and treatment status and examined using multivariable analyses according to Insomnia Severity Index categories. RESULTS Among 62,319 respondents, 9,035 (21.2%) reported experiencing insomnia over the previous 12 months. CID prevalence rates were 5.5% to 6.7% across the five countries and 6.0% overall. HRQoL outcomes were persistently poorer in cohorts of patients diagnosed with insomnia than those with undiagnosed insomnia. Undiagnosed and treated insomnia patients reported the highest work presenteeism and total work productivity impairment and the highest number of emergency room and hospitalization visits than patients with insomnia (either treated or untreated). After adjusting for covariates, patients with severe insomnia reported significantly worse EQ-5D-5L utility scores, higher absenteeism and presenteeism rates, and more healthcare provider visits over the past 6 months than patients without insomnia (all p < 0.01). CONCLUSIONS Our prevalence rates for CID align with published literature. A diagnosis of insomnia, use of sleep medications, and severity of insomnia are associated with poor quality of life, loss of work productivity, and higher HCRU, confirming the high unmet need and substantial humanistic and economic burden of CID.
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Affiliation(s)
| | - Emiliano Albanese
- Institute of Public Health, Università della Svizzera Italiana, Lugano, Switzerland
| | | | - Jason G Ellis
- Department of Psychology, Northumbria University, Newcastle, UK
| | | | - Anna Heidbreder
- Department of Neurology, Johannes Kepler University Linz, Linz, Austria
| | - Damien Léger
- Centre du Sommeil et de la Vigilance, Université Paris Cité, Paris, France
| | - Kushal Modi
- Oracle Life Sciences, Real World Evidence, Austin, Texas, USA
| | - Charles M Morin
- School of Psychology and Centre de recherche CERVO/Brain Research Center, Université Laval, Québec City, Canada
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Al-Najjar N, Bray L, Carter B, Castle AP, Collingwood A, Cook G, Crudgington H, Currier J, Dietz KC, Hardy WAS, Hiscock H, Hughes D, Morris C, Roberts D, Rouncefield-Swales A, Saron H, Spowart C, Stibbs-Eaton L, Tudur Smith C, Watson V, Whittle L, Wiggs L, Wood E, Gringras P, Pal DK. Changing Agendas on Sleep, Treatment and Learning in Epilepsy (CASTLE) Sleep-E: a protocol for a randomised controlled trial comparing an online behavioural sleep intervention with standard care in children with Rolandic epilepsy. BMJ Open 2023; 13:e065769. [PMID: 36898757 PMCID: PMC10008377 DOI: 10.1136/bmjopen-2022-065769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/12/2023] Open
Abstract
INTRODUCTION Sleep and epilepsy have an established bidirectional relationship yet only one randomised controlled clinical trial has assessed the effectiveness of behavioural sleep interventions for children with epilepsy. The intervention was successful, but was delivered via face-to-face educational sessions with parents, which are costly and non-scalable to population level. The Changing Agendas on Sleep, Treatment and Learning in Epilepsy (CASTLE) Sleep-E trial addresses this problem by comparing clinical and cost-effectiveness in children with Rolandic epilepsy between standard care (SC) and SC augmented with a novel, tailored parent-led CASTLE Online Sleep Intervention (COSI) that incorporates evidence-based behavioural components. METHODS AND ANALYSES CASTLE Sleep-E is a UK-based, multicentre, open-label, active concurrent control, randomised, parallel-group, pragmatic superiority trial. A total of 110 children with Rolandic epilepsy will be recruited in outpatient clinics and allocated 1:1 to SC or SC augmented with COSI (SC+COSI). Primary clinical outcome is parent-reported sleep problem score (Children's Sleep Habits Questionnaire). Primary health economic outcome is the incremental cost-effectiveness ratio (National Health Service and Personal Social Services perspective, Child Health Utility 9D Instrument). Parents and children (≥7 years) can opt into qualitative interviews and activities to share their experiences and perceptions of trial participation and managing sleep with Rolandic epilepsy. ETHICS AND DISSEMINATION The CASTLE Sleep-E protocol was approved by the Health Research Authority East Midlands (HRA)-Nottingham 1 Research Ethics Committee (reference: 21/EM/0205). Trial results will be disseminated to scientific audiences, families, professional groups, managers, commissioners and policymakers. Pseudo-anonymised individual patient data will be made available after dissemination on reasonable request. TRIAL REGISTRATION NUMBER ISRCTN13202325.
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Affiliation(s)
- Nadia Al-Najjar
- Liverpool Clinical Trials Centre, Institute of Population Health, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK
| | - Lucy Bray
- Department of Nursing & Midwifery, Faculty of Health, Social Care and Medicine, Edge Hill University, Ormskirk, UK
| | - Bernie Carter
- Department of Nursing & Midwifery, Faculty of Health, Social Care and Medicine, Edge Hill University, Ormskirk, UK
| | - Advisory Panel Castle
- Department of Nursing & Midwifery, Faculty of Health, Social Care and Medicine, Edge Hill University, Ormskirk, UK
| | - Amber Collingwood
- Department of Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Georgia Cook
- Centre for Psychological Research, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, UK
| | - Holly Crudgington
- Department of Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Janet Currier
- Department of Nursing & Midwifery, Faculty of Health, Social Care and Medicine, Edge Hill University, Ormskirk, UK
| | - Kristina Charlotte Dietz
- Department of Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Will A S Hardy
- Centre for Health Economics and Medicines Evaluation, School of Medical and Health Sciences, Bangor University, Bangor, UK
| | - Harriet Hiscock
- Centre for Community Child Health, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Dyfrig Hughes
- Centre for Health Economics and Medicines Evaluation, School of Medical and Health Sciences, Bangor University, Bangor, UK
| | - Christopher Morris
- University of Exeter Medical School, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
| | - Deborah Roberts
- Department of Nursing & Midwifery, Faculty of Health, Social Care and Medicine, Edge Hill University, Ormskirk, UK
| | - Alison Rouncefield-Swales
- Department of Nursing & Midwifery, Faculty of Health, Social Care and Medicine, Edge Hill University, Ormskirk, UK
| | - Holly Saron
- Department of Nursing & Midwifery, Faculty of Health, Social Care and Medicine, Edge Hill University, Ormskirk, UK
| | - Catherine Spowart
- Liverpool Clinical Trials Centre, Institute of Population Health, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK
| | - Lucy Stibbs-Eaton
- Liverpool Clinical Trials Centre, Institute of Population Health, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK
| | - Catrin Tudur Smith
- Department of Health Data Science, Institute of Population Health, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK
| | - Victoria Watson
- Department of Health Data Science, Institute of Population Health, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK
| | - Liam Whittle
- Department of Health Data Science, Institute of Population Health, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, UK
| | - Luci Wiggs
- Centre for Psychological Research, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, UK
| | - Eifiona Wood
- Centre for Health Economics and Medicines Evaluation, School of Medical and Health Sciences, Bangor University, Bangor, UK
| | - Paul Gringras
- Department of Sleep Medicine, Evelina London Children's Hospital, London, UK
| | - Deb K Pal
- Department of Basic and Clinical Neurosciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
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Chalet FX, Bujaroska T, Germeni E, Ghandri N, Maddalena ET, Modi K, Olopoenia A, Thompson J, Togninalli M, Briggs AH. Mapping the Insomnia Severity Index Instrument to EQ-5D Health State Utilities: A United Kingdom Perspective. PHARMACOECONOMICS - OPEN 2023; 7:149-161. [PMID: 36703022 PMCID: PMC9928998 DOI: 10.1007/s41669-023-00388-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 01/12/2023] [Indexed: 06/18/2023]
Abstract
OBJECTIVE This study aimed to map the Insomnia Severity Index (ISI) to the EQ-5D-3L utility values from a UK perspective. METHODS Source data were derived from the 2020 National Health and Wellness Survey (NHWS) for France, Germany, Italy, Spain, the UK and the US. Ordinary least squares regression, generalised linear model (GLM), censored least absolute deviation, and adjusted limited dependent variable mixture model (ALDVMM) were employed to explore the relationship between ISI total summary score and EQ-5D utility while accounting for adjustment covariates derived from the NHWS. Fitting performance was assessed using standard metrics, including mean-squared error (MSE) and coefficient of determination (R2). RESULTS A total of 17,955 respondent observations were included, with a mean ISI score of 12.12 ± 5.32 and a mean EQ-5D-3L utility (UK tariff) of 0.71 ± 0.23. GLM gamma-log and ALDVMM were the two best performing models. The ALDVMM had better fitting performance (R2 = 0.320, MSE 0.0347) than the GLM gamma-log (R2 = 0.303, MSE 0.0353); in train-test split-sample validation, ALDVMM also slightly outperformed the GLM gamma-log model, with an MSE of 0.0351 versus 0.0355. Based on fitting performance, ALDVMM and GLM gamma-log were the preferred models. CONCLUSIONS In the absence of preference-based measures, this study provides an updated mapping algorithm for estimating EQ-5D-3L utilities from the ISI summary total score. This new mapping not only draws its strengths from the use of a large international dataset but also the incorporation of adjustment variables (including sociodemographic and general health characteristics) to reduce the effects of confounders.
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Affiliation(s)
| | - Teodora Bujaroska
- Visium, EPFL Innovation Park, Rte Cantonale, 1015, Lausanne, Switzerland
| | - Evi Germeni
- Health Economics and Health Technology Assessment (HEHTA), School of Health and Wellbeing, University of Glasgow, 1 Lilybank Gardens, Glasgow, G12 8RZ, UK
| | - Nizar Ghandri
- Visium, EPFL Innovation Park, Rte Cantonale, 1015, Lausanne, Switzerland
| | - Emilio T Maddalena
- Visium, EPFL Innovation Park, Rte Cantonale, 1015, Lausanne, Switzerland
| | - Kushal Modi
- Cerner Enviza, 2800 Rockcreek Parkway, North Kansas City, MO, 64117, USA
| | - Abisola Olopoenia
- Cerner Enviza, 2800 Rockcreek Parkway, North Kansas City, MO, 64117, USA
| | - Jeffrey Thompson
- Cerner Enviza, 2800 Rockcreek Parkway, North Kansas City, MO, 64117, USA
| | - Matteo Togninalli
- Visium, EPFL Innovation Park, Rte Cantonale, 1015, Lausanne, Switzerland
| | - Andrew H Briggs
- Department of Health Services Research & Policy, London School of Hygiene and Tropical Medicine, 15-17 Tavistock Place, London, WC1H 9SH, UK
- Avalon Health Economics LLC, 119 Washington St, Morristown, NJ, 07960, USA
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Kale HP, Qureshi ZP, Shah R, Khandker R, Botteman M, Meng W, Benca R. Changes in Healthcare Resource Use and Costs in Commercially Insured Insomnia Patients Initiating Suvorexant. Adv Ther 2021; 38:5221-5237. [PMID: 34463922 PMCID: PMC8478735 DOI: 10.1007/s12325-021-01891-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 08/06/2021] [Indexed: 11/18/2022]
Abstract
INTRODUCTION Insomnia diagnosis has been associated with a significant clinical and economic burden on patients and healthcare systems. This study examined changes in healthcare resource use (HCRU) and costs in insomnia patients before and after initiation of suvorexant treatment. METHODS This retrospective cohort study analyzed Optum Clinformatics Data Mart claims data (Jan 2010-Dec 2018). Patients with ≥ 2 insomnia diagnosis claims and ≥ 1 prescription for suvorexant were included. Prevalent and incident insomnia patients were analyzed separately. The change in the trends of HCRU and costs were examined for 12 months before and 12 months after suvorexant initiation. An interrupted time series (ITS) analysis was conducted to assess the level and slope changes. Subgroups of patients with mental health comorbidities were examined. RESULTS The study included 18,919 and 5939 patients in the prevalent and incident insomnia cohorts, respectively. For the prevalent cohort, mean (SD) age was 64.5 (14.1) years, 65% were female, 74% had Medicare Advantage coverage, and 61% had a Charlson comorbidity index score ≥ 1. Characteristics for the incident cohort were similar. The ITS results suggested that the trend for monthly total healthcare cost (THC) was increasing before suvorexant initiation (US$52.51 in the prevalent cohort, $74.93 in incident insomnia cohort), but, after suvorexant initiation, the monthly total cost showed a decreasing trend in both cohorts. The decrease in slope for THC after suvorexant initiation were $72.66 and $112.07 per month in the prevalent and incident cohorts, respectively. The monthly trends in HCRU rates also decreased. The subgroup analysis showed that decreases were 1.5-3 times greater for patients with mental health comorbidities. CONCLUSIONS In this real-world study, suvorexant initiation was associated with immediate and continued decreases in HCRU and costs in insomnia patients. Further research is needed to understand the effect of suvorexant initiation on direct medical costs as well as costs associated with lost productivity in other real-world settings.
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Affiliation(s)
| | - Zaina P Qureshi
- Merck & Co., Inc, 2000 Galloping Hill Rd, Kenilworth, NJ, USA.
| | - Ruchit Shah
- OPEN Health Evidence & Access, Bethesda, MD, USA
| | - Rezaul Khandker
- Merck & Co., Inc, 2000 Galloping Hill Rd, Kenilworth, NJ, USA
| | | | - Weilin Meng
- Merck & Co., Inc, 2000 Galloping Hill Rd, Kenilworth, NJ, USA
| | - Ruth Benca
- University of California, Irvine, Irvine, CA, USA
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Wen J, Jin X, Al Sayah F, Short H, Ohinmaa A, Davison SN, Walsh M, Johnson JA. Mapping the Edmonton Symptom Assessment System-Revised: Renal to the EQ-5D-5L in patients with chronic kidney disease. Qual Life Res 2021; 31:567-577. [PMID: 34278540 DOI: 10.1007/s11136-021-02948-5] [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: 07/09/2021] [Indexed: 11/28/2022]
Abstract
PURPOSE The Edmonton Symptom Assessment System-Revised: Renal (ESAS-r: Renal) is a disease-specific patient-reported outcome measure (PROM) that assesses symptoms common in chronic kidney disease (CKD). There is no preference-based scoring system for the ESAS-r: Renal or a mapping algorithm to predict health utility values. We aimed to develop a mapping algorithm from the ESAS-r: Renal to the Canadian EQ-5D-5L index scores. METHODS We used data from a multi-centre cluster randomized-controlled trial of the routine measurement and reporting of PROMs in hemodialysis units in Northern Alberta, Canada. In two arms of the trial, both the ESAS-r: Renal and the EQ-5D-5L were administered to CKD patients undergoing hemodialysis. We used data from one arm for model estimation, and data from the other for validation. We explored direct and indirect mapping models; model selection was based on statistical fit and predictive power. RESULTS Complete data were available for 506 patient records in the estimation sample and 242 in the validation sample. All models tended to perform better in patients with good health, and worse in those with poor health. Generalized estimating equations (GEE) and generalized linear model (GLM) on selected ESAS-r: Renal items were selected as final models as they fitted the best in estimation and validation sample. CONCLUSION When only ESAS-r: Renal data are available, one could use GEE and GLM to predict EQ-5D-5L index scores for use in economic evaluation. External validation on populations with different characteristics is warranted, especially where renal-specific symptoms are more prevalent.
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Affiliation(s)
- Jiabi Wen
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Xuejing Jin
- Centre for Evidence-Based Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Fatima Al Sayah
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Hilary Short
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Arto Ohinmaa
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Sara N Davison
- Division of Nephrology and Immunology, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - Michael Walsh
- Department of Medicine, McMaster University, Hamilton, ON, Canada.,Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Canada.,Population Health Research Institute, Hamilton, Canada.,St. Joseph's Healthcare Hamilton, Hamilton, Canada
| | - Jeffrey A Johnson
- School of Public Health, University of Alberta, Edmonton, AB, Canada.
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Current Status of Research on the Mapping Function of Health Utility Values in the Asia Pacific Region: A Systematic Review. Value Health Reg Issues 2021; 24:224-239. [PMID: 33894684 DOI: 10.1016/j.vhri.2020.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 11/11/2020] [Accepted: 12/06/2020] [Indexed: 11/22/2022]
Abstract
OBJECTIVES This systematic review aimed to analyze the published studies on the use of the mapping method between generic scales and disease-specific scales as well as between 2 universal scales. METHODS A systematic literature search was conducted using PubMed, ScienceDirect, Web of Science, CNKI, Weipa Database, Wanfang Database, and HERC Database to collect articles about the application of the mapping method to the measurement of health utility value from January 2000 to December 2019. RESULTS Overall, 59 articles met the inclusion requirements, and most of them were a mapping study between a disease-specific scale and a generic scale. Then all these articles were classified by the following study types: a clear functional relationship; unclear functional relationship; disease-specific scale and universality; mapping between generic scales and disease-specific scales, and mapping between universal scales. Most studies derived the best mapping model from the ordinary least squares regression, and fewer studies chose to use new regression methods. Sample sizes in the retrieved studies generally affected the reliability of the study results. CONCLUSIONS In recent years, as more attention has been paid to the research of the mapping method, a large number of problems have followed, such as the selection of scale types, the coverage of the study sample, and the selection of evaluation index of model performance and sample size. It is hoped that these problems can be properly solved in the future research.
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Economic evaluation of cognitive behavioural therapy for insomnia (CBT-I) for improving health outcomes in adult populations: A systematic review. Sleep Med Rev 2020; 54:101351. [DOI: 10.1016/j.smrv.2020.101351] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 04/23/2020] [Accepted: 04/24/2020] [Indexed: 01/10/2023]
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Mukuria C, Rowen D, Harnan S, Rawdin A, Wong R, Ara R, Brazier J. An Updated Systematic Review of Studies Mapping (or Cross-Walking) Measures of Health-Related Quality of Life to Generic Preference-Based Measures to Generate Utility Values. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2019; 17:295-313. [PMID: 30945127 DOI: 10.1007/s40258-019-00467-6] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
BACKGROUND Mapping is an increasingly common method used to predict instrument-specific preference-based health-state utility values (HSUVs) from data obtained from another health-related quality of life (HRQoL) measure. There have been several methodological developments in this area since a previous review up to 2007. OBJECTIVE To provide an updated review of all mapping studies that map from HRQoL measures to target generic preference-based measures (EQ-5D measures, SF-6D, HUI measures, QWB, AQoL measures, 15D/16D/17D, CHU-9D) published from January 2007 to October 2018. DATA SOURCES A systematic review of English language articles using a variety of approaches: searching electronic and utilities databases, citation searching, targeted journal and website searches. STUDY SELECTION Full papers of studies that mapped from one health measure to a target preference-based measure using formal statistical regression techniques. DATA EXTRACTION Undertaken by four authors using predefined data fields including measures, data used, econometric models and assessment of predictive ability. RESULTS There were 180 papers with 233 mapping functions in total. Mapping functions were generated to obtain EQ-5D-3L/EQ-5D-5L-EQ-5D-Y (n = 147), SF-6D (n = 45), AQoL-4D/AQoL-8D (n = 12), HUI2/HUI3 (n = 13), 15D (n = 8) CHU-9D (n = 4) and QWB-SA (n = 4) HSUVs. A large number of different regression methods were used with ordinary least squares (OLS) still being the most common approach (used ≥ 75% times within each preference-based measure). The majority of studies assessed the predictive ability of the mapping functions using mean absolute or root mean squared errors (n = 192, 82%), but this was lower when considering errors across different categories of severity (n = 92, 39%) and plots of predictions (n = 120, 52%). CONCLUSIONS The last 10 years has seen a substantial increase in the number of mapping studies and some evidence of advancement in methods with consideration of models beyond OLS and greater reporting of predictive ability of mapping functions.
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Affiliation(s)
- Clara Mukuria
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK.
| | - Donna Rowen
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Sue Harnan
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Andrew Rawdin
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Ruth Wong
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Roberta Ara
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - John Brazier
- School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
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12
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Badia X, Trainer P, Biermasz NR, Tiemensma J, Carreño A, Roset M, Forsythe A, Webb SM. Mapping AcroQoL scores to EQ-5D to obtain utility values for patients with acromegaly. J Med Econ 2018; 21:382-389. [PMID: 29261359 DOI: 10.1080/13696998.2017.1419960] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
AIMS To estimate a preference-based single index for the disease-specific instrument (AcroQoL) by mapping it onto the EQ-5D to assist in future economic evaluations. MATERIALS AND METHODS A sample of 245 acromegaly patients with AcroQoL and EQ-5D scores was obtained from three previously published European studies. The sample was split into two: one sub-sample to construct the model (algorithm construction sample, n = 184), and the other one to confirm it (validation sample, n = 61). Various multiple regression models including two-part model, tobit model, and generalized additive models were tested and/or evaluated for predictive ability, consistency of estimated coefficients, normality of prediction errors, and simplicity. RESULTS Across these studies, mean age was 50-60 years and the proportion of males was 36-59%. At overall level the percentage of patients with controlled disease was 37.4%. Mean (SD) scores for AcroQoL Global Score and EQ-5D utility were 62.3 (18.5) and 0.71 (0.28), respectively. The best model for predicting EQ-5D was a generalized regression model that included the Physical Dimension summary score and categories from questions 9 and 14 as independent variables (Adj. R2 = 0.56, with mean absolute error of 0.0128 in the confirmatory sample). Observed and predicted utilities were strongly correlated (Spearman r = 0.73, p < .001) and paired t-Student test revealed non-significant differences between means (p > .05). Estimated utility scores showed a minimum error of ≤10% in 45% of patients; however, error increased in patients with an observed utility score under 0.2. The model's predictive ability was confirmed in the validation cohort. LIMITATIONS AND CONCLUSIONS A mapping algorithm was developed for mapping of AcroQoL to EQ-5D, using patient level data from three previously published studies, and including validation in the confirmatory sub-sample. Mean (SD) utilities index in this study population was estimated as 0.71 (0.28). Additional research may be needed to test this mapping algorithm in other acromegaly populations.
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Affiliation(s)
- Xavier Badia
- a Health Economics & Outcomes Research, IMS Health , Barcelona , Spain
| | - Peter Trainer
- b The Christie NHS foundation Trust , Manchester , UK
| | - Nienke R Biermasz
- c Department of Endocrinology and Metabolism , Center of Endocrine Tumors, Leiden University Medical Center , Leiden , the Netherlands
| | - Jitske Tiemensma
- c Department of Endocrinology and Metabolism , Center of Endocrine Tumors, Leiden University Medical Center , Leiden , the Netherlands
- d Psychological Science , University of California Merced , Merced , CA , USA
| | - Agata Carreño
- a Health Economics & Outcomes Research, IMS Health , Barcelona , Spain
| | - Montse Roset
- a Health Economics & Outcomes Research, IMS Health , Barcelona , Spain
| | - Anna Forsythe
- e Global Health Economics and Market Access, Novartis Oncology , Novartis Pharmaceuticals Corporation , Hanover , NJ , USA
| | - Susan M Webb
- f Endocrinology/Medicine Departments , Hospital Sant Pau, IIB-Sant Pau, Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER Unit 747) ISCIII, Universitat Autònoma de Barcelona (UAB) , Barcelona , Spain
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13
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Tang S, Huang W, Lu S, Lu L, Li G, Chen X, Liu X, Lv X, Zhao Z, Duan R, Du Y, Tang J. Increased plasma orexin-A levels in patients with insomnia disorder are not associated with prepro-orexin or orexin receptor gene polymorphisms. Peptides 2017; 88:55-61. [PMID: 27988352 DOI: 10.1016/j.peptides.2016.12.008] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2016] [Revised: 11/24/2016] [Accepted: 12/13/2016] [Indexed: 11/25/2022]
Abstract
Orexins, also known as hypocretins, play a regulatory role in the sleep-wake cycle by activating orexin receptors. Previous animal studies have shown that sleep deprivation can elevate orexinergic peptide levels. However, the relationship between insomnia disorder and orexin-A levels in humans has not been explored. In the current study, we examined plasma orexin-A levels in patients with insomnia disorder and in normal sleepers. We also studied the possible mechanisms underlying changes in orexin-A levels between the study groups; this included investigations of prepro-orexin and orexin receptor gene polymorphisms as well as exploration of other variables. We measured plasma orexin-A levels in 228 patients with insomnia disorder and 282 normal sleepers. The results indicated that the patients with insomnia disorder had significantly higher orexin-A levels than normal sleepers (63.42±37.56 vs. 54.84±23.95pg/ml). A positive relationship was detected between orexin-A level and age in patients with insomnia disorder. Orexin-A levels were elevated in relation to course of insomnia, as well as in relation to increased Insomnia Severity Index score. None of the evaluated prepro-orexin gene single nucleotide polymorphisms were informative between the two study populations. After sequencing all orexin receptor exons, one variation (rs2271933) in the OX1R gene and one variation (rs2653349) in the OX2R gene were found. However, no significant differences were found in either genotypic or allelic frequency distributions between the two study groups. It is suggested that the increased plasma orexin-A levels in patients with insomnia disorder are associated with the course and severity of insomnia, but not with prepro-orexin and orexin receptor gene polymorphisms.
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Affiliation(s)
- Shi Tang
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong University, 324 Jing Wu Wei Qi Road, Jinan, Shandong 250021, PR China
| | - Weiwei Huang
- Sleep Medicine Center, Qianfoshan Hospital Affiliated to Shandong University, 16766 Jingshi Road, Jinan, Shandong 250014, PR China
| | - Shanshan Lu
- Sleep Medicine Center, Qianfoshan Hospital Affiliated to Shandong University, 16766 Jingshi Road, Jinan, Shandong 250014, PR China
| | - Lili Lu
- Sleep Medicine Center, Qianfoshan Hospital Affiliated to Shandong University, 16766 Jingshi Road, Jinan, Shandong 250014, PR China
| | - Guohua Li
- Third People's Hospital of Jinan, 1 Wangsheren Northern Street, Jinan, Shandong 250100, PR China
| | - Xu Chen
- Shandong Mental Health Center, Shandong University, 49 Wenhua East Road, Jinan, Shandong 250014, PR China
| | - Xiaomin Liu
- Department of Neurology, Qianfoshan Hospital Affiliated to Shandong University, 16766 Jingshi Road, Jinan, Shandong 250014, PR China
| | - Xin Lv
- Department of Neurology, Qianfoshan Hospital Affiliated to Shandong University, 16766 Jingshi Road, Jinan, Shandong 250014, PR China
| | - Zhangning Zhao
- Department of Neurology, Qianfoshan Hospital Affiliated to Shandong University, 16766 Jingshi Road, Jinan, Shandong 250014, PR China
| | - Ruisheng Duan
- Department of Neurology, Qianfoshan Hospital Affiliated to Shandong University, 16766 Jingshi Road, Jinan, Shandong 250014, PR China
| | - Yifeng Du
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong University, 324 Jing Wu Wei Qi Road, Jinan, Shandong 250021, PR China
| | - Jiyou Tang
- Sleep Medicine Center, Qianfoshan Hospital Affiliated to Shandong University, 16766 Jingshi Road, Jinan, Shandong 250014, PR China; Department of Neurology, Qianfoshan Hospital Affiliated to Shandong University, 16766 Jingshi Road, Jinan, Shandong 250014, PR China.
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14
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Ruiz MA, Gutiérrez LL, Monroy M, Rejas J. Mapping of the OAB-SF Questionnaire onto EQ-5D in Spanish Patients with Overactive Bladder. Clin Drug Investig 2016; 36:267-79. [PMID: 26860486 DOI: 10.1007/s40261-016-0377-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
BACKGROUND AND OBJECTIVE Mapping disease-specific measures onto generic preference-based indexes allows estimating utility values in specific conditions to determine gain of quality-adjusted-life-years when the status of condition varies. The aim of this study was to map a disease specific scale, the Overactive Bladder Questionnaire 5-dimensional health classification system (OAB-5D) derived from the Overactive Bladder questionnaire-Short Form (OABq-SF), onto a preference-based scale, the EuroQol-5D (EQ-5D), in a sample of patients with overactive bladder (OAB) in a Spanish population. METHOD A survey addressed to value the health states was conducted among 246 patients at 18 clinics of urology from Spain. A total of 43 out of 243 possible health states have been valued, using VAS (Visual Analog Scale) and TTO (time trade-off) techniques. In addition, ordinary least squares (OLS), generalized linear models (GLM) and Tobit models were estimated. Resulting models were compared and the best one was selected in terms of goodness of fit measures, attribute sign, coefficient magnitude, and statistical significance of regression coefficients. Finally, the internal validity of the best model was calculated by bootstrap resampling. RESULTS The best model to map the OAB-5D onto EQ-5D could be estimated and the stability of parameter estimations was proved. The mentioned model estimated through OLS regression attained R (2) value of 0.892, with the aggregated data; with GLM (efficient maximum likelihood regression), Pearson χ (2) of 15.3 has been obtained; AIC (Akaike information criterion) = -550.9 and BIC (Bayesian information criterion) = -475.4. OLS model included the following OABq-SF items (and range of weights): A1 (0.102, 0.216); A3 (0.070, 0.171); B3 (0.071, 0.078); B1 (0.076, 0.136); B2 (-0.132, -0.028). CONCLUSION It is possible to map the OAB-5D scores onto EQ-5D in the Spanish population, allowing estimating EQ-5D utility scores from OAB specific health conditions.
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Affiliation(s)
- Miguel A Ruiz
- Department of Methodology, School of Psychology, Universidad Autónoma de Madrid, Ctra. De Colmenar, km 15, 28049, Madrid, Spain
| | - Laura L Gutiérrez
- Department of Methodology, School of Psychology, Universidad Autónoma de Madrid, Ctra. De Colmenar, km 15, 28049, Madrid, Spain
| | - Manuel Monroy
- Department of Methodology, School of Psychology, Universidad Autónoma de Madrid, Ctra. De Colmenar, km 15, 28049, Madrid, Spain
| | - Javier Rejas
- Health Economics and Outcomes Research Department, Pfizer, S.L.U., Alcobendas, Spain.
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15
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Mapping painDETECT, a neuropathic pain screening tool, to the EuroQol (EQ-5D-3L). Qual Life Res 2016; 26:467-477. [PMID: 27485915 DOI: 10.1007/s11136-016-1379-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/26/2016] [Indexed: 12/11/2022]
Abstract
PURPOSE To map relationships between painDETECT, a neuropathic pain (NeP) screening tool, and EQ-5D-3L health status in a real-world setting. METHODS Patients with physician-confirmed NeP and painDETECT score classifications of nociceptive (n = 79), transitional (n = 141), and NeP (n = 386) completed the EuroQol (EQ-5D-3L), which evaluates Mobility, Self-Care, Usual Activities, Pain/Discomfort, and Anxiety/Depression with three ordinal response levels ("no problem," "some problems," or "extreme problems/unable to do"), and has a health status thermometer (0 = worst health, 100 = perfect health). Multiple linear and logistic regressions were performed (adjusted for age, gender, race, ethnicity, time since NeP diagnosis, number of comorbidities, NeP conditions). RESULTS Unadjusted mean (±SD) EQ-5D-3L thermometer scores showed poorer health status across painDETECT classifications from nociceptive (67.3 ± 22.1) to transitional (62.3 ± 20.9) to NeP (53.7 ± 21.8), as did utility scores, 0.695 ± 0.206, 0.615 ± 0.216, and 0.506 ± 0.216. In general, the highest odds of health problems were observed for NeP and the lowest for nociceptive, e.g., the NeP group was 6.2 (95 % confidence interval 3.4-11.4) times as likely to have a more severe problem of Usual Activities compared with the nociceptive group. Relative to nociceptive and transitional, NeP had lower adjusted mean thermometer scores, by 12.1 (P < 0.0001) and 7.8 (P = 0.0004) points, respectively, and lower mean utility scores by 0.157 (P < 0.0001) and 0.092 points (P < 0.0001). CONCLUSIONS This study, the first to map relationships between painDETECT and the EQ-5D-3L in a real-world setting, indicates that the patient burden with respect to pain classification can be characterized and quantified by decrements in health status overall and in specific domains. These data support the psychometric soundness of painDETECT, enhancing its use in pain management.
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Trauer JM, Qian MY, Doyle JS, Rajaratnam SM, Cunnington D. Cognitive Behavioral Therapy for Chronic Insomnia: A Systematic Review and Meta-analysis. Ann Intern Med 2015; 163:191-204. [PMID: 26054060 DOI: 10.7326/m14-2841] [Citation(s) in RCA: 610] [Impact Index Per Article: 61.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Because psychological approaches are likely to produce sustained benefits without the risk for tolerance or adverse effects associated with pharmacologic approaches, cognitive behavioral therapy for insomnia (CBT-i) is now commonly recommended as first-line treatment for chronic insomnia. PURPOSE To determine the efficacy of CBT-i on diary measures of overnight sleep in adults with chronic insomnia. DATA SOURCES Searches of MEDLINE, EMBASE, PsycINFO, CINAHL, the Cochrane Library, and PubMed Clinical Queries from inception to 31 March 2015, supplemented with manual screening. STUDY SELECTION Randomized, controlled trials assessing the efficacy of face-to-face, multimodal CBT-i compared with inactive comparators on overnight sleep in adults with chronic insomnia. Studies of insomnia comorbid with medical, sleep, or psychiatric disorders were excluded. DATA EXTRACTION Study characteristics, quality, and data were assessed independently by 2 reviewers. Main outcome measures were sleep onset latency (SOL), wake after sleep onset (WASO), total sleep time (TST), and sleep efficiency (SE%). DATA SYNTHESIS Among 292 citations and 91 full-text articles reviewed, 20 studies (1162 participants [64% female; mean age, 56 years]) were included. Approaches to CBT-i incorporated at least 3 of the following: cognitive therapy, stimulus control, sleep restriction, sleep hygiene, and relaxation. At the posttreatment time point, SOL improved by 19.03 (95% CI, 14.12 to 23.93) minutes, WASO improved by 26.00 (CI, 15.48 to 36.52) minutes, TST improved by 7.61 (CI, -0.51 to 15.74) minutes, and SE% improved by 9.91% (CI, 8.09% to 11.73%). Changes seemed to be sustained at later time points. No adverse outcomes were reported. LIMITATION Narrow inclusion criteria limited applicability to patients with comorbid insomnia and other sleep problems, and accuracy of estimates at later time points was less clear. CONCLUSION CBT-i is an effective treatment for adults with chronic insomnia, with clinically meaningful effect sizes. PRIMARY FUNDING SOURCE None. (PROSPERO registration number: CRD42012002863).
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Affiliation(s)
- James M. Trauer
- From Melbourne Sleep Disorders Centre, East Melbourne; Centre for Population Health, The Burnet Institute, and Monash University, Melbourne; Western Health, Footscray; and Monash University, Clayton, Australia
| | - Mary Y. Qian
- From Melbourne Sleep Disorders Centre, East Melbourne; Centre for Population Health, The Burnet Institute, and Monash University, Melbourne; Western Health, Footscray; and Monash University, Clayton, Australia
| | - Joseph S. Doyle
- From Melbourne Sleep Disorders Centre, East Melbourne; Centre for Population Health, The Burnet Institute, and Monash University, Melbourne; Western Health, Footscray; and Monash University, Clayton, Australia
| | - Shantha M.W. Rajaratnam
- From Melbourne Sleep Disorders Centre, East Melbourne; Centre for Population Health, The Burnet Institute, and Monash University, Melbourne; Western Health, Footscray; and Monash University, Clayton, Australia
| | - David Cunnington
- From Melbourne Sleep Disorders Centre, East Melbourne; Centre for Population Health, The Burnet Institute, and Monash University, Melbourne; Western Health, Footscray; and Monash University, Clayton, Australia
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Gu NY, Botteman MF, Gerber RA, Ji X, Postema R, Wan Y, Sianos G, Anthony I, Cappelleri JC, Szczypa P, van Hout B. Eliciting health state utilities for Dupuytren's contracture using a discrete choice experiment. Acta Orthop 2013; 84:571-8. [PMID: 24286567 PMCID: PMC3851672 DOI: 10.3109/17453674.2013.865097] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND AND PURPOSE An internet-based discrete choice experiment (DCE) was conducted to elicit preferences for a wide range of Dupuytren's contracture (DC)-related health states. An algorithm was subsequently developed to convert these preferences into health state utilities that can be used to assess DC's impact on quality of life and the value of its treatments. METHODS Health state preferences for varying levels of DC hand severity were elicited via an internet survey from a sample of the UK adult population. Severity levels were defined using a combination of contractures (0, 45, or 90 degrees) in 8 proximal interphalangeal and metacarpophalangeal joints of the index, middle, ring, and little fingers. Right-handed, left-handed, and ambidextrous respondents indicated which hand was preferable in each of the 10 randomly-selected hand-pairings comparing different DC severity levels. For consistency across comparisons, anatomically precise digital hand drawings were used. To anchor preferences onto the traditional 0-1 utility scale used in health economic evaluations, unaffected hands were assigned a utility of 1.0 whereas the utility for a maximally affected hand (i.e., all 8 joints set at 90 degrees of contracture) was derived by asking respondents to indicate what combination of attributes and levels of the EQ-5D-5L profile most accurately reflects the impact of living with such hand. Conditional logistic models were used to estimate indirect utilities, then rescaled to the anchor points on the EQ-5D-5L. RESULTS Estimated utilities based on the responses of 1,745 qualified respondents were 0.49, 0.57, and 0.63 for completely affected dominant hands, non-dominant hands, or ambidextrous hands, respectively. Utility for a dominant hand with 90-degree contracture in t h e metacarpophalangeal joints of the ring and little fingers was estimated to be 0.89. Separately, reducing the contracture of metacarpophalangeal joint for a little finger from 50 to 12 degrees would improve utility by 0.02. INTERPRETATION DC is associated with substantial utility decrements. The algorithms presented herein provide a robust and flexible framework to assess utility for varying degrees of DC severity.
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Affiliation(s)
- Ning Yan Gu
- Pharmerit International, Bethesda, MD, USA,University of New Mexico, Albuquerque, NM
| | | | | | - Xiang Ji
- Pharmerit International, Bethesda, MD, USA
| | - Roelien Postema
- Pharmerit International, Rotterdam, the Netherlands,Eli Lilly and Company, Houten, the Netherlands
| | - Yin Wan
- Pharmerit International, Bethesda, MD, USA
| | | | | | | | | | - Ben van Hout
- Pharmerit International, York,University of Sheffield, Sheffield, UK
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