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Tonmukayakul U, Willoughby K, Mihalopoulos C, Reddihough D, Mulhern B, Carter R, Robinson S, Chen G. Development of algorithms for estimating the Child Health Utility 9D from Caregiver Priorities and Child Health Index of Life with Disability. Qual Life Res 2024; 33:1881-1891. [PMID: 38700756 PMCID: PMC11176203 DOI: 10.1007/s11136-024-03661-9] [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: 04/03/2024] [Indexed: 06/14/2024]
Abstract
PURPOSE The primary aim was to determine Child Health Utility 9D (CHU9D) utilities from the Caregiver Priorities and Child Health Index of Life with Disabilities (CPCHILD) for non-ambulatory children with cerebral palsy (CP). METHODS One hundred and eight surveys completed by Australian parents/caregivers of children with CP were analysed. Spearman's coefficients were used to investigate the correlations between the two instruments. Ordinary least square, robust MM-estimator, and generalised linear models (GLM) with four combinations of families and links were developed to estimate CHU9D utilities from either the CPCHILD total score or CPCHILD domains scores. Internal validation was performed using 5-fold cross-validation and random sampling validation. The best performing algorithms were identified based on mean absolute error (MAE), concordance correlation coefficient (CCC), and the difference between predicted and observed means of CHU9D. RESULTS Moderate correlations (ρ 0.4-0.6) were observed between domains of the CHU9D and CPCHILD instruments. The best performing algorithm when considering the CPCHILD total score was a generalised linear regression (GLM) Gamma family and logit link (MAE = 0.156, CCC = 0.508). Additionally, the GLM Gamma family logit link using CPCHILD comfort and emotion, quality of life, and health domain scores also performed well (MAE = 0.152, CCC = 0.552). CONCLUSION This study established algorithms for estimating CHU9D utilities from CPCHILD scores for non-ambulatory children with CP. The determined algorithms can be valuable for estimating quality-adjusted life years for cost-utility analysis when only the CPCHILD instrument is available. However, further studies with larger sample sizes and external validation are recommended to validate these findings.
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Affiliation(s)
- Utsana Tonmukayakul
- Deakin Health Economics, Institute for Health Transformation, Faculty of Health, Deakin University, Geelong, VIC, Australia.
| | - Kate Willoughby
- Orthopaedic Department, The Royal Children's Hospital, Parkville, Melbourne, VIC, Australia
- Murdoch Children's Research Institute, Parkville, Melbourne, VIC, Australia
| | - Cathrine Mihalopoulos
- Deakin Health Economics, Institute for Health Transformation, Faculty of Health, Deakin University, Geelong, VIC, Australia
- Division of Health Economics, Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Dinah Reddihough
- Murdoch Children's Research Institute, Parkville, Melbourne, VIC, Australia
| | - Brendan Mulhern
- Centre of Health Economics Research and Evaluation, University of Technology Sydney, Haymarket, Sydney, NSW, Australia
| | - Rob Carter
- Deakin Health Economics, Institute for Health Transformation, Faculty of Health, Deakin University, Geelong, VIC, Australia
| | - Suzanne Robinson
- Deakin Health Economics, Institute for Health Transformation, Faculty of Health, Deakin University, Geelong, VIC, Australia
| | - Gang Chen
- Centre for Health Economics, Monash Business School, Monash University, Melbourne, VIC, Australia
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Babl FE, Eapen N, Herd D, Borland ML, Kochar A, Lawton B, Hort J, West A, George S, Davidson A, Cheek JA, Oakley E, Hopper SM, Berkowitz RG, Wilson CL, Williams A, MacKay MT, Lee KJ, Hearps S, Dalziel SR. Pain in children with Bell's palsy: secondary analysis of a randomised controlled trial. Arch Dis Child 2024; 109:227-232. [PMID: 38049992 DOI: 10.1136/archdischild-2023-325381] [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] [Received: 01/25/2023] [Accepted: 11/18/2023] [Indexed: 12/06/2023]
Abstract
OBJECTIVE To describe the prevalence and severity of pain experienced by children with Bell's palsy over the first 6 months of illness and its association with the severity of facial paralysis. METHODS This was a secondary analysis of data obtained in a phase III, triple-blinded, randomised, placebo-controlled trial of prednisolone for the treatment of Bell's palsy in children aged 6 months to <18 years conducted between 13 October 2015 and 23 August 2020 in Australia and New Zealand. Children were recruited within 72 hours of symptom onset and pain was assessed using a child-rated visual analogue scale (VAS), a child-rated Faces Pain Score-Revised (FPS-R) and/or a parent-rated VAS at baseline, and at 1, 3 and 6 months until recovered, and are reported combined across treatment groups. RESULTS Data were available for 169 of the 187 children randomised from at least one study time point. Overall, 37% (62/169) of children reported any pain at least at one time point. The frequency of any pain reported using the child-rated VAS, child-rated FPS-R and parent-rated VAS was higher at the baseline assessment (30%, 23% and 27%, respectively) compared with 1-month (4%, 0% and 4%, respectively) and subsequent follow-up assessments. At all time points, the median pain score on all three scales was 0 (no pain). CONCLUSIONS Pain in children with Bell's palsy was infrequent and primarily occurred early in the disease course and in more severe disease. The intensity of pain, if it occurs, is very low throughout the clinical course of disease. TRIAL REGISTRATION NUMBER ACTRN12615000563561.
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Affiliation(s)
- Franz E Babl
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
- Emergency Department, The Royal Children's Hospital, Parkville, Victoria, Australia
- Department of Critical Care, University of Melbourne, Parkville, Victoria, Australia
| | - Nitaa Eapen
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Emergency Department, The Royal Children's Hospital, Parkville, Victoria, Australia
| | - David Herd
- Emergency Department, Queensland Children's Hospital, South Brisbane, Queensland, Australia
- University of Queensland, Brisbane, Queensland, Australia
| | - Meredith L Borland
- Emergency Department, Perth Children's Hospital, Nedlands, Perth, Australia
- Divisions of Paediatrics and Emergency Medicine, University of Western Australia, Crawley, Western Australia, Australia
| | - Amit Kochar
- Department of Acute Care Medicine, University of Adelaide, Adelaide, South Australia, Australia
- Emergency Department, Women's and Children's Hospital, North Adelaide, South Australia, Australia
| | - Ben Lawton
- Emergency Department, Logan Hospital, Brisbane, Queensland, Australia
| | - Jason Hort
- Emergency Department, The Children's Hospital at Westmead, Sydney, New South Wales, Australia
| | - Adam West
- Emergency Department, Monash Medical Centre, Clayton, Victoria, Australia
| | - Shane George
- Department of Emergency Medicine, Gold Coast University Hospital, Southport, Queensland, Australia
- School of Medicine and Menzies Health Institute Queensland, Griffith University, Southport, Queensland, Australia
| | - Andrew Davidson
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
- Department of Anesthesia and Pain Management, Royal Children's Hospital, Parkville, Victoria, Australia
| | - John A Cheek
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
- Emergency Department, The Royal Children's Hospital, Parkville, Victoria, Australia
| | - Ed Oakley
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
- Emergency Department, The Royal Children's Hospital, Parkville, Victoria, Australia
- Department of Critical Care, University of Melbourne, Parkville, Victoria, Australia
| | - Sandy M Hopper
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
- Emergency Department, The Royal Children's Hospital, Parkville, Victoria, Australia
| | - Robert G Berkowitz
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Catherine L Wilson
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Amanda Williams
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Mark T MacKay
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - Katherine J Lee
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
- Clinical Epidemiology and Biostatistics Unit, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Stephen Hearps
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Department of Critical Care, University of Melbourne, Parkville, Victoria, Australia
| | - Stuart R Dalziel
- Children's Emergency Department, Starship Children's Hospital, Auckland, New Zealand
- Departments of Surgery and Paediatrics, Child and Youth Health, University of Auckland, Auckland, New Zealand
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