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ArticleQuality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation2026

Measurement validity: essential in principle, subordinated in practice.

Bruno D Zumbo

Abstract readEditorial
PubMed Publisher
In one paragraph

Article in Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

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

1 author.

Bruno D ZumboMeasurement, Evaluation, and Research Methodology (MERM) Program, Department of ECPS, University of British Columbia, Vancouver, B.C., Canada. bruno.zumbo@ubc.ca.

Funding

Canada Research Chairs Program (University of British Columbia) AWD-016179 UBCEDUCA 2020UBC Paragon Research Initiative AWD-024645 UBCEDUCA 2023
6 · The paper itself

Abstract

Quality-of-life and health outcomes research relies on assessment instruments, such as self-report surveys and patient-reported outcome measures, to assess respondents' standing on latent psychological attributes and experiences, such as pain, fatigue, stress, emotional well-being, social participation, and perceived quality of life. Unlike physiological measures, which record bodily states through calibrated procedures, these instruments are used to infer respondents' standing on these attributes through respondents' interpretations of items, response options, and lived experience. Nevertheless, researchers often treat measurement validation of scores from these instruments as a routine psychometric step rather than as an argument for score-based interpretations and decisions. Motivated by recent papers by Hawkins et al. [1] and Gill et al. [2] in Quality of Life Research, it is argued that validity resides not in instruments themselves but in the evidential warrant for interpreting and using scores in specified contexts. Results of investigations of reliability, factor structure, and correlations can support this warrant. However, they cannot explain the meaning of the score or justify their use on their own. Argument-based validation requires researchers to specify interpretations, uses, assumptions, and relevant evidence, including consequences-especially when measures cross languages, cultures, populations, service systems, and policy contexts.

Indexed as

Patient Reported Outcome MeasuresPsychometricsQuality of LifeHumansReproducibility of ResultsSurveys and QuestionnairesArgument-based validationMeasurement validityPatient-reported outcome measuresPsychological assessmentQuality of lifeScore interpretationSurvey instruments

Identifiers

What OpenQuestion holds

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Registered trials

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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.