Evidence map›Paper›PMID 41994524›Full record

ArticleFrontiers in public health2026

Digital wellbeing experience in the workplace: development and validation of the Work-Related Human Computer Interaction Questionnaire.

Desirée Estela Porcari, Davide Bottari, Iacopo Giribon, Gabriella Daneluzzi, Emiliano Ricciardi, Maria Donata Orfei

Erratum issuedAbstract readValidation Study
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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

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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

5 · Who and what money

Authors and funding

6 authors.

Desirée Estela PorcariMolecular Mind Laboratory (MoMiLab), IMT School for Advanced Studies Lucca, Lucca, Italy.
Davide BottariMolecular Mind Laboratory (MoMiLab), IMT School for Advanced Studies Lucca, Lucca, Italy.
Iacopo GiribonMolecular Mind Laboratory (MoMiLab), IMT School for Advanced Studies Lucca, Lucca, Italy.
Gabriella DaneluzziNeuroscience Lab, Intesa Sanpaolo Innovation Center S.p.A, Turin, Italy.
Emiliano RicciardiMolecular Mind Laboratory (MoMiLab), IMT School for Advanced Studies Lucca, Lucca, Italy.
Maria Donata OrfeiMolecular Mind Laboratory (MoMiLab), IMT School for Advanced Studies Lucca, Lucca, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The rapid evolution of technology has triggered profound cultural, social, and psychological changes, along with a constant demand for human adaptation to new challenges. Digital wellbeing (DW) refers to the individual's positive and healthy relationship with information and communication technology (ICT), characterized by feelings of comfort, support, safety, satisfaction, and low levels of stress during their interactions with ICT. However, DW can be threatened by ergonomic, organizational, and psychological issues, particularly in the workplace. Despite efforts to improve the objective conditions of user experience, the understanding of the role of psychological factors in HCI remains partially disregarded. Aims: This study aimed to validate a new multidimensional psychometric tool designed to assess the perceived quality of HCI in the workplace, the Work-Related Human Computer Interaction Questionnaire (wrHCI-Q). Methods: A sample of 1,198 employees of a large Italian banking group (52% females; age: 49.04 ± 8.7) underwent an online survey. Reliability, exploratory factor analysis (EFA), and confirmatory factor analysis (CFA) were performed. Results: The wrHCI-Q consisted of 35 items and a four-factor structure (technostress, self-efficacy, positive attitude, and HCI aversion), supported by the CFA indices. Conclusion: The wrHCI-Q is a new, valid, and reliable scale to catch some crucial human factors affecting the quality of HCI. It is expected to foster the understanding of the determinants of individual DWE and to shed light on the factors that undermine a healthy employee's interaction with ICT.

Indexed as

User-Computer InterfaceWorkplaceAdultFemaleHumansItalyMaleMiddle AgedPsychological Well-BeingPsychometricsReproducibility of ResultsSurveys and QuestionnairesWorking Conditionsattitudedigital wellbeinghuman computer interactioninformation and communication technologyself-efficacytechnostressvalidation

Identifiers

PMID41994524
PMCPMC13081781

What OpenQuestion holds

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LicenceCC BY
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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.