Evidence map›Paper›PMID 40991164›Full record

ArticleThe European journal of health economics : HEPAC : health economics in prevention and care2026

Estimating QALYs in adults with cerebral palsy: mapping the San Martin scale to the EQ-5D-5L for economic evaluation.

Diana Marcela Nova Díaz, Aritz Adin, Eduardo Sánchez-Iriso

Abstract read
In one paragraph

Article in The European journal of health economics : HEPAC : health economics in prevention and care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Diana Marcela Nova DíazDepartment of Economics, Public University of Navarra, Pamplona, Spain. dianamarcela.nova@unavarra.es.ORCID http://orcid.org/0000-0002-5461-3772
Aritz AdinDepartment of Economics, Public University of Navarra, Pamplona, Spain.ORCID http://orcid.org/0000-0003-3232-6147
Eduardo Sánchez-IrisoDepartment of Economics, Public University of Navarra, Pamplona, Spain.ORCID http://orcid.org/0000-0002-5320-8732

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundResponses on health-related quality of life measured by disease-specific instruments can be mapped onto the EQ-5D to estimate utility values for economic evaluation. San Martin´s Quality of Life Scale (St. MQoL-S) is a preferred measure to obtain health outcomes in adults with cerebral palsy. Nevertheless, it lacks a preference-based health utility score for estimating quality-adjusted life years (QALYs).

objectiveTo develop algorithms for mapping from the St. MQoL-S to allow future prediction of the EQ-5D-5L, in adults with cerebral palsy, when utility data have not been collected.

methodsDirect mapping models were developed using ordinary least squares, a generalized linear model, and Tobit regression analysis to estimate EQ-5D-5L utilities, with St. MQoL-S total and domain scores as explanatory variables, in a cross-sectional study of adults with cerebral palsy in Spain. Goodness-of-fit was assessed using mean absolute error (MAE) and root mean square error (RMSE). Repeated k-fold cross-validation was employed to select the optimal mapping model demonstrating superior predictive performance.

resultsThe best-performing model for predicting EQ-5D-5L utilities, includes the St. MQoL-S total scores, age, gender, and types of cerebral palsy as explanatory variables in a stepwise ordinary least squares regression, making it the most robust model for use as a mapping algorithm with external data.

conclusionThis is the first study to present mapping algorithms between the St. MQoL-S and EQ-5D-5L. The mapping functions preferred in this study seem adequate for estimating the utilities of the EQ-5D-5L for economic evaluation and to obtain QALYs in adults with cerebral palsy.

Indexed as

Cerebral PalsyQuality-Adjusted Life YearsQuality of LifeAdultAgedAlgorithmsCost-Benefit AnalysisCross-Sectional StudiesFemaleHumansMaleMiddle AgedSpainSurveys and QuestionnairesYoung AdultCerebral palsyEconomic evaluationEQ-5D-5LMappingSt. MQoL-SUtilities

Identifiers

PMID40991164
PMCPMC13190523

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.