Evidence map›Paper›PMID 42237276›Full record

Trial reportBMC public health2026

Implementation of an Internet-based psychological intervention for the treatment of mild depression in primary care: a hybrid effectiveness-implementation approach.

Rosa Lorente-Català, Adoración Castro, Selene Fernández-Martínez, Esperanza Varela-Moreno, Gloria Guerrero-Pertiñez, Inés Forteza-Rey, Margalida Gili, Yolanda López-Del-Hoyo, Fermín Mayoral-Cleries, Javier García-Campayo and 1 more

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05294614 (Implementation of a Psychological Online Intervention for Low to Moderate Depression in Primary Health Care), 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.

NCT05294614 naunknown statusnot on this map

Implementation of a Psychological Online Intervention for Low to Moderate Depression in Primary Health Care: a Study Protocol

TypeinterventionalSponsorUniversitat Jaume IRan2022 to 2023Enrolled420ConditionsDepressive Disorder, Depressive Symptoms, DepressionArms"Sonreír es diveritdo" - Smiling is fun
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

11 authors.

Rosa Lorente-CatalàDepartment of Basic and Clinical Psychology, and Psychobiology, Universitat Jaume I, Castellon, Spain. rlorente@uji.es.
Adoración CastroHealth Research Institute of the Balearic Islands (IdiSBa), Hospital Universitario Son Espases, 07120, Palma, Spain.
Selene Fernández-MartínezDepartment of Psychology and Sociology, University of Zaragoza, Saragossa, Spain.
Esperanza Varela-MorenoMental Health Department, Biomedical Research Institute of Malaga (IBIMA), University Regional Hospital of Malaga, Malaga, Spain.
Gloria Guerrero-PertiñezMental Health Department, Biomedical Research Institute of Malaga (IBIMA), University Regional Hospital of Malaga, Malaga, Spain.
Inés Forteza-ReyHealth Research Institute of the Balearic Islands (IdiSBa), Hospital Universitario Son Espases, 07120, Palma, Spain.
Margalida GiliHealth Research Institute of the Balearic Islands (IdiSBa), Hospital Universitario Son Espases, 07120, Palma, Spain.
Yolanda López-Del-HoyoDepartment of Psychology and Sociology, University of Zaragoza, Saragossa, Spain.
Fermín Mayoral-CleriesMental Health Department, Biomedical Research Institute of Malaga (IBIMA), University Regional Hospital of Malaga, Malaga, Spain.
Javier García-CampayoDepartment of Psychology and Sociology, University of Zaragoza, Saragossa, Spain.
Azucena García-PalaciosDepartment of Basic and Clinical Psychology, and Psychobiology, Universitat Jaume I, Castellon, Spain.

Funding

Consellería de Innovación, Universidades, Ciencia y Sociedad Digital, Generalitat Valencia (Spain). Subvenciones para la contratación de personal investigador de carácter predoctoral (ACIF/2020) ACIF/2020/332Ministerio de Ciencia, Innovación y Universidades (Spain). Instituto de Salud Carlos III. Convocatoria de Ayudas a la acción estratégica de salud. Fondo Europeo de Desarrollo Regional (FEDER) P19/00723
6 · The paper itself

Abstract

backgroundDepression is a significant global challenge. Particularly in Spain, depression in Primary Care (PC) settings is prevalent and inadequately addressed. Online interventions, such as "Smiling is Fun", an online Cognitive Behavioral program, offer promising solutions given its scalability and accessibility. However, successful implementation in real-world settings requires identifying and addressing contextual barriers. This study aims to implement "Smiling is Fun" while assessing its effectiveness and the determinants influencing its implementation.

methodsThe study employed a Hybrid Effectiveness-Implementation Type II approach using a Stepped-Wedge Cluster Randomized-Controlled Trial methodology. Six sites were randomized into three clusters, each undergoing treatment conditions for 16 weeks. Patients were recruited by health professionals in PC settings.

resultsThe intervention effectively reduced depressive symptoms and improved positive affect. Participants generally had a positive attitude towards internet interventions, although there was a an increase in concerns about lack of direct professional contact.. Overall satisfaction among participants who completed the intervention was moderately high, but problems with treatment adherence were observed. Professionals demonstrated a willingness to adopt the program, with generally high readiness to implement the intervention. Nevertheless, some important barriers, such as high levels of stress, insufficient learning time, and personnel changes were highlighted.

conclusions"Smiling is Fun" demostrated to be effective in addressing mental health states and depressive symptomatology, with positive perceptions from both professionals and patients. However, barriers need to be addressed, particularly in fostering inclusion in the PC workflow system and promoting patient adherence. Despite limitations, the study underscores the potential of online interventions to improve mental healthcare accessibility.

trial registrationhttps://clinicaltrials.gov/study/NCT05294614 (23/03/2022, retrospectively registered).

Indexed as

Cognitive Behavioral TherapyDepressionInternetInternet-Based InterventionPrimary Health CareAdultFemaleHumansMaleMiddle AgedProgram EvaluationSpainDepressionImplementation researchInternet-based interventionsPrimary care

Identifiers

PMID42237276
PMCPMC13449318

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.