Evidence map›Paper›PMID 42128501›Full record

Trial reportBMJ open2026

Cross-national validation of the MHQoL: psychometric evaluation and open-source tools for assessing mental health quality of life.

Stijn B Peeters, Frederick W Thielen, Marleen De Mul, Marjo Sinokki, Beatriz Olaya, Christina Maria Van Der Feltz-Cornelis, Leona Hakkaart-Van Roijen

Registry-linked trialAbstract readMulticenter StudyRandomized Controlled TrialValidation Study
In one paragraph

Trial report in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04907604 (European platforM to PromOte Wellbeing and HEalth in the woRkplace), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

NCT04907604 naunknown statusnot on this map

European platforM to PromOte Wellbeing and HEalth in the woRkplace

TypeinterventionalSponsorFundació Sant Joan de DéuRan2021 to 2023Enrolled729ConditionsStress, Anxiety, Depression, InsomniaArmsA multi-modal and integrative e-health platform aimed at promoting health and reducing the negative impact of mental problems in the workplace
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Stijn B PeetersErasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, Netherlands s.b.peeters@eshpm.eur.nl.ORCID http://orcid.org/0009-0004-3684-3584
Frederick W ThielenDepartment of Health Technology Assessment, Erasmus Universiteit Rotterdam Erasmus School of Health Policy and Management, Rotterdam, Netherlands.
Marleen De MulErasmus Universiteit Rotterdam Erasmus School of Health Policy and Management, Rotterdam, Netherlands.ORCID http://orcid.org/0000-0003-3447-5920
Marjo SinokkiLänsirannikon Työterveys, Turku, Finland.ORCID http://orcid.org/0000-0001-9546-4905
Beatriz OlayaUniversitat de Barcelona, Barcelona, Spain.
Christina Maria Van Der Feltz-CornelisDepartment of Health Sciences, York Biomedical Research Institute, University of York, Heslington, York, UK.ORCID http://orcid.org/0000-0001-6925-8956
Leona Hakkaart-Van RoijenErasmus Universiteit Rotterdam Erasmus School of Health Policy and Management, Rotterdam, Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo validate the cross-national psychometric properties of the Mental Health Quality of Life questionnaire (MHQoL) and to develop an open-source toolbox for its scoring, transformation and presentation.

designSecondary analysis of data from a multicentre international randomised controlled trial (EMPOWER).

settingWorkplace settings in small-sized and medium-sized enterprises (SMEs) and public sector organisations in Finland, Spain and the UK.

participantsThe sample included 564 employees: 122 from Finland, 114 from Spain and 328 from the UK. Most were white-collar workers in SMEs or public organisations, mainly in public administration, manufacturing, health/life sciences or higher education. Women were the majority (56%-91% across countries), and mean age ranged from 43 to 48 years.

interventionsNo intervention was delivered for this analysis; data were drawn from baseline assessments. PRIMARY AND SECONDARY OUTCOME MEASURES: Primary outcomes were internal consistency and construct validity of the MHQoL, evaluated using Cronbach's alpha, measurement invariance testing and multilevel analyses of associations between MHQoL dimensions and its visual analogue scale (VAS). Secondary outcomes were convergent validity, assessed through correlations between MHQoL scores and other mental health and quality of life measures (EuroQol 5-Dimension 5- level questionnaire (EQ-5D-5L), Patient Health Questionnaire-9 (PHQ-9), Generalized Anxiety Disorder-7 (GAD-7), Insomnia Severity Index, Perceived Stress Scale-4 (PSS-4), Psychosocial Risk Scale, and World Health Organization Five Well-Being Index (WHO-5)).

resultsThe MHQoL showed good internal consistency across countries, with Cronbach's alpha ranging from 0.741 in Finland to 0.806 in Spain (overall α=0.787). Measurement invariance across Finland, Spain and the UK supported construct validity. Multilevel regression analyses showed associations between MHQoL dimensions and the MHQoL-VAS, with strongest contributions from Self-Image, Daily Activities, Mood and Future. Convergent validity was supported by moderate to strong correlations between MHQoL, EQ-5D-5L and related mental health measures. An open-source R package and Shiny web application ('MHQoL Toolbox') were developed for scoring, transformation and visualisation

conclusionsThe MHQoL is a reliable and valid measure of mental health-related quality of life across countries. The MHQoL toolbox supports consistent, transparent implementation, facilitating use in research, clinical practice and economic evaluations. TRIAL REGISTRATION NUMBER: NCT04907604.

Indexed as

Mental HealthQuality of LifeAdultFemaleFinlandHumansMaleMiddle AgedPsychometricsReproducibility of ResultsSpainSurveys and QuestionnairesUnited KingdomHEALTH SERVICES ADMINISTRATION & MANAGEMENTMENTAL HEALTHPatient Reported Outcome MeasuresPsychometricsQuality of LifeSTATISTICS & RESEARCH METHODS

Identifiers

PMID42128501
PMCPMC13182401

What OpenQuestion holds

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Registered trials

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.