Africa’s first standard measure for child and adolescent health: The Nigerian EQ-5D-Y-3L value set using composite time trade-off and discrete choice experiments

Nigeria has a rapidly growing child and adolescent population, yet no locally derived EQ-5D-Y-3 L utility weights (value set) exists for estimating quality-adjusted life years (QALYs) in paediatric economic evaluations. This study developed the first Nigerian EQ-5D-Y-3 L value set to support context-specific economic evaluation and evidence-informed priority setting for child and adolescent health interventions. A study was conducted across six Nigerian states using the EuroQol Portable Valuation Technology (EQ-PVT). A total of 2,700 adults were recruited. All respondents completed the DCE valuation tasks, while a quota-sampled subset of 540 respondents from the same sampling framework across the six states additionally completed the cTTO valuation tasks. Preferences for EQ-5D-Y-3 L health states were elicited through face-to-face interviewer-administered valuation tasks, in which adult respondents of the general population valued health states from the proxy perspective of a hypothetical 10-year-old child, using standardized EQ-VT protocols comprising composite time trade-off (cTTO) and discrete choice experiment (DCE) tasks. The best-fitting DCE model was a mixed logit model without constant, selected based on likelihood-based measures and convergence diagnostics. Latent DCE coefficients were subsequently anchored to the QALY scale by regressing mean cTTO disutilities on predicted DCE disutilities, consistent with established EQ-VT methodology. The anchored DCE coefficients were then used to generate utility values for all 243 EQ-5D-Y-3 L health states. Data from 2,679 respondents yielding 40,185 DCE choice tasks and 5400 cTTO observations were analysed. All EQ-5D-Y-3 L dimensions showed strong internal consistency and monotonic worsening across severity levels. Pain/discomfort Level 3 showed the largest utility decrement, followed by anxiety/depression Level 3, whereas looking after myself (self-care) had the smallest impact on utility. Utilities ranged from 1.000 for state 11,111 to 0.117 for 33,333. The mixed logit without a constant produced the best-performing mapping (RMSE = 0.1337; p < 0.001). This study provides the first Nigerian EQ-5D-Y-3 L value set and represents the first EQ-5D-Y-3 L valuation study in Africa conducted using the EQ-VT protocol. The resulting value set provides a methodologically rigorous foundation for QALY-based economic evaluation of child and adolescent health interventions. It will enable contextually relevant health economic analyses and support evidence-based priority setting in Nigeria and in similar low- and middle-income countries.

Authors

Institutions

Publication Details

Journal
Health and Quality of Life Outcomes
Published
2026-10-09
DOI
https://doi.org/10.1186/s12955-026-02628-3
Primary Topic
Health Systems, Economic Evaluations, Quality of Life
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Africa’s first standard measure for child and adolescent health: The Nigerian EQ-5D-Y-3L value set using composite time trade-off and discrete choice experiments

Chinelo Obi, Joseph Chirwa, Bram Roudijk, Chibueze Anosike et al.
Health and Quality of Life Outcomes
Health Systems, Economic Evaluations, Quality of Life
article

Africa’s first standard measure for child and adolescent health: The Nigerian EQ-5D-Y-3L value set using composite time trade-off and discrete choice experiments

Chinelo Obi, Joseph Chirwa, Bram Roudijk, Chibueze Anosike, Felix Masiye, Angela Kairu, Stacey Orangi, Ezinwanne Jane Ugochukwu, Iheomimichineke Ojiakor, Isah Abdulmuminu, - Fredrick Dermawan Purba, Edwine Barasa, Jacob Kazungu, Rebecca Addo, Obinna Onwujekwe, Chinelo Ikeanyi
article en

Abstract

Nigeria has a rapidly growing child and adolescent population, yet no locally derived EQ-5D-Y-3 L utility weights (value set) exists for estimating quality-adjusted life years (QALYs) in paediatric economic evaluations. This study developed the first Nigerian EQ-5D-Y-3 L value set to support context-specific economic evaluation and evidence-informed priority setting for child and adolescent health interventions. A study was conducted across six Nigerian states using the EuroQol Portable Valuation Technology (EQ-PVT). A total of 2,700 adults were recruited. All respondents completed the DCE valuation tasks, while a quota-sampled subset of 540 respondents from the same sampling framework across the six states additionally completed the cTTO valuation tasks. Preferences for EQ-5D-Y-3 L health states were elicited through face-to-face interviewer-administered valuation tasks, in which adult respondents of the general population valued health states from the proxy perspective of a hypothetical 10-year-old child, using standardized EQ-VT protocols comprising composite time trade-off (cTTO) and discrete choice experiment (DCE) tasks. The best-fitting DCE model was a mixed logit model without constant, selected based on likelihood-based measures and convergence diagnostics. Latent DCE coefficients were subsequently anchored to the QALY scale by regressing mean cTTO disutilities on predicted DCE disutilities, consistent with established EQ-VT methodology. The anchored DCE coefficients were then used to generate utility values for all 243 EQ-5D-Y-3 L health states. Data from 2,679 respondents yielding 40,185 DCE choice tasks and 5400 cTTO observations were analysed. All EQ-5D-Y-3 L dimensions showed strong internal consistency and monotonic worsening across severity levels. Pain/discomfort Level 3 showed the largest utility decrement, followed by anxiety/depression Level 3, whereas looking after myself (self-care) had the smallest impact on utility. Utilities ranged from 1.000 for state 11,111 to 0.117 for 33,333. The mixed logit without a constant produced the best-performing mapping (RMSE = 0.1337; p < 0.001). This study provides the first Nigerian EQ-5D-Y-3 L value set and represents the first EQ-5D-Y-3 L valuation study in Africa conducted using the EQ-VT protocol. The resulting value set provides a methodologically rigorous foundation for QALY-based economic evaluation of child and adolescent health interventions. It will enable contextually relevant health economic analyses and support evidence-based priority setting in Nigeria and in similar low- and middle-income countries.

Health and Quality of Life Outcomes
University of Technology Sydney (AU), University of Nigeria (NG), Enugu State University of Science and Technology (NG), Kenya Medical Research Institute (KE), University of Zambia (ZM), EuroQol Research Foundation (NL), KEMRI-Wellcome Trust Research Programme (KE), Padjadjaran University (ID)
Openalex Percentile: Top 9%
Health Systems, Economic Evaluations, Quality of Life
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.