SynthesisFrontiers in psychology2022
Emotional stimulation processing characteristics in depression: Meta-analysis of eye tracking findings.
Synthesis in Frontiers in psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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.
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Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.
- I have my eye on the emotion: a review of eye-tracking studies exploring processing of emotional facial expressions.Psychological research · 2026Pooled it
- Patterns of attentional and cognitive biases in community trauma survivors: an eye tracking study.European journal of psychotraumatology · 2026Article
- Depressive Symptoms Are Associated with Linguistic Features of Negative but Not Positive Autobiographical Narratives.Affective science · 2026Article
- No association of childhood maltreatment experiences and attention to facial emotions in men.Scientific reports · 2026Article
- Transactional relations between attentional biases for affective stimuli and depressive symptoms in offspring of mothers with and without major depressive disorder.Journal of psychopathology and clinical science · 2026Article
- How Teens Imagine Tomorrow: Hopelessness and Suicidality Across Latent Classes of Episodic Future Thinking.Research on child and adolescent psychopathology · 2026Article
- Changes in brain function during negative emotion processing following cognitive-behavioural therapy in depressive disorders.The British journal of psychiatry : the journal of mental science · 2026Article
- Artificial Intelligence-Based Depression Detection.Sensors (Basel, Switzerland) · 2026Article
- Integration of Multi-Modal Biosensing Approaches for Depression: Current Status, Challenges, and Future Perspectives.Sensors (Basel, Switzerland) · 2025Review
- A look at the free-viewing paradigm in eye-tracking research to assess positive attentional bias.Frontiers in psychiatry · 2025Article
- Developing interactive VR-based digital therapeutics for Acceptance and Commitment Therapy (ACT): a structured framework for the digital transformation integrating gamification and multimodal arts.Frontiers in psychiatry · 2025Article
- Identifying depression with mixed features: the potential value of eye-tracking features.Frontiers in neurology · 2025Article
- Impact of expressive suppression on subthreshold depression among college students: a moderated mediation model.Frontiers in psychology · 2025Article
- Depression Recognition Using Machine Learning Algorithms With Eye Tracking, Visual Evoked Potentials, and Auditory P300 Among Chinese Medical Students.Depression and anxiety · 2025Article
- Predicting Emotional Experiences through Eye-Tracking: A Study of Tourists' Responses to Traditional Village Landscapes.Sensors (Basel, Switzerland) · 2024Article
- Neurobiology and systems biology of stress resilience.Physiological reviews · 2024Review
- Disrupted properties of functional brain networks in major depressive disorder during emotional face recognition: an EEG study via graph theory analysis.Frontiers in human neuroscience · 2024Article
- Correlating Eye-Tracking Fixation Metrics and Neuropsychological Assessment after Ischemic Stroke.Medicina (Kaunas, Lithuania) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: To systematically evaluate the attentional bias in patients with depression toward emotional stimuli and to explore eye movement indicators and potential regulatory variables that can distinguish such patients from healthy individuals. Methods: Case-control studies regarding eye-tracking in major depressive disorder published in PubMed, Web of Science, ScienceDirect, The Cochrane Library, EBSCOhost, Embase, China National Knowledge Infrastructure, Wanfang, and VIP databases from database initiation until March 12, 2022 were included in the present meta-analysis. Two researchers independently screened the literature and performed data extraction. The quality of the literature was assessed using the Newcastle-Ottawa quality assessment scale.RevMan 5.4 software was used for Meta-analysis. Results: Overall, 14 studies were included, including 1,167 participants ( Conclusion: Our research supports that patients with depression exhibit a negative attention bias toward emotional stimuli, and the fixation duration and fixation counts may be used as auxiliary objective indicators for depression screening.
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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 OpenQuestion graph.