Evidence map›Paper›PMID 42174746›Full record

ArticleImplementation science communications2026

Construct validity, reliability and measurement invariance of the intervention usability scale - insights from two psychological interventions in primary health care.

Kasperi Mikkonen, Markus S Hannukkala, Jari Lahti, Samuli I Saarni, Suoma E Saarni

Abstract read
In one paragraph

Article in Implementation science communications, 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

5 authors.

Kasperi MikkonenDepartment of Psychiatry, Helsinki University Hospital, Helsinki, Finland. kasperi.mikkonen@hus.fi.ORCID http://orcid.org/0009-0000-4659-5183
Markus S HannukkalaDepartment of Psychology, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Jari LahtiDepartment of Psychology, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Samuli I SaarniDepartment of Psychiatry, Helsinki University Hospital, Helsinki, Finland.
Suoma E SaarniDepartment of Psychiatry, Helsinki University Hospital, Helsinki, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUsability has been proposed as a critical factor influencing the implementation of psychological interventions in routine practice. The Intervention Usability Scale (IUS) has previously been adapted from the System Usability Scale to assess the perceived usability of psychological interventions. However, the construct validity, reliability and theoretical consistency of the IUS remain unclear. This study evaluates the psychometric properties of the Finnish version of the IUS in two cognitive-behavioral therapy-based interventions delivered in primary healthcare.

methodsA translated Finnish version of the IUS was administered to healthcare professionals trained in either low-intensity guided self-help (n = 921) or high-intensity face-to-face cognitive-behavioral therapy programs (n = 455). Exploratory and confirmatory factor analyses were conducted to examine the underlying structure of the IUS. Configural, metric and scalar invariance was assessed across multiple demographic subgroups. Reliability was assessed using McDonald's Omega.

resultsExploratory analyses suggested a three-factor structure, contradicting previous findings supporting a unidimensional or two-factor models. Confirmatory factor analysis in the guided self-help dataset showed moderate model fit after treating identified issues with correlated residuals and item cross-loadings. Measurement invariance was established across all assessed demographic characteristics. However, the identified factor structure did not replicate in the face-to-face cognitive-behavioral therapy dataset, raising concerns about the generalizability of the measure across different interventions. Reliability estimates were acceptable in the guided self-help dataset but weaker in the face-to-face cognitive-behavioral therapy dataset.

conclusionsThe findings suggest that the IUS does not robustly measure usability as previously proposed. The measure's factor structure varies across different interventions, and its alignment with theoretical models of usability is unclear. These results question the applicability of the IUS for assessing usability in psychological interventions. If usability is to be measured in this context, a domain-specific approach may be necessary. A roadmap for further measure development is outlined. Until further validation is conducted, the use of the IUS for assessing psychological interventions to guide intervention implementation is not recommended.

Indexed as

Implementation measuresPsychological interventionsPsychometric evaluationUsability assessment

Identifiers

PMID42174746
PMCPMC13383391

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.