Evidence map›Paper›PMID 35892040›Full record

ArticleInternational journal of clinical and health psychology : IJCHP

Transdiagnostic model of psychological factors and sex differences in depression in a large sample of Ecuador.

Pablo Ruisoto, Víctor Manuel López-Guerra, Carla López-Núñez, Rafael Sánchez-Puertas, María Belén Paladines-Costa, Nairoby Jackeline Pineda-Cabrera

Abstract read
In one paragraph

Article in International journal of clinical and health psychology : IJCHP. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Psychological Capital and Mental Health in Ecuadorian University Students: The Mediating Role of Negative Stress.European journal of investigation in health, psychology and education · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Loneliness as a Public Health Challenge: A Systematic Review and Meta-Analysis to Inform Policy and Practice.European journal of investigation in health, psychology and education · 2025
    Review
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

6 authors.

Pablo RuisotoDepartment of Health Sciences, Public University of Navarre, Pamplona, Spain.
Víctor Manuel López-GuerraDepartment of Psychology, Particular Technical University of Loja, Loja, Ecuador.
Carla López-NúñezDepartment of Personality, Assessment and Psychological Treatments, University of Seville, Seville, Spain, Camilo José Cela s/n, 41010, Seville, Andalusia, Spain.
Rafael Sánchez-PuertasDepartment of Health Sciences, Public University of Navarre, Pamplona, Spain.
María Belén Paladines-CostaDepartment of Psychology, Particular Technical University of Loja, Loja, Ecuador.
Nairoby Jackeline Pineda-CabreraDepartment of Psychology, Particular Technical University of Loja, Loja, Ecuador.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background/Objective: Depression represents a leading cause of disability and a major contributor to the overall global burden of disease with women systematically reporting a higher prevalence than men. This study aimed to examine the predictive value and relation of three transdiagnostic psychological factors (perceived stress, psychological inflexibility and loneliness) on depression and its sex differences for the general population in a large sample of Ecuador. Method: A non-probabilistic and non-clinical sample of 16.074 people from across Ecuador were online surveyed using a cross-sectional design. The structural equation model was based on scores from standardized questionnaires as measures of depression, psychological perceived stress, psychological inflexibility, and loneliness. Results: Women reported significantly higher levels of depression, mediated by differences in perceived stress, psychological inflexibility and loneliness. Perceived stress was the most important predictor of depression and mediated the effect of loneliness on depression. Complementarily, psychological inflexibility partially mediated the effect of perceived stress and loneliness on depression. The overall model accounted for the 78% of the total variance in depression. Conclusions: Results of this study provide a novel and robust transdiagnostic model of sex differences on depression and insights on how to design effective programs for preventing depression targeting modifiable transdiagnostic risk factors.

Indexed as

DepressionLonelinessPsychological inflexibilityPsychological stressTransdiagnostic approach

Identifiers

PMID35892040
PMCPMC9305621

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.