ArticleJournal of clinical medicine2020
Predicting Perceived Stress Related to the Covid-19 Outbreak through Stable Psychological Traits and Machine Learning Models.
Article in Journal of clinical medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 131 papers, 2 of them syntheses that pooled 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.
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.
Who cites it
131 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Severity and associated factors of moral injury in healthcare workers during the coronavirus pandemic: a comprehensive meta-analysis.Archives of public health = Archives belges de sante publique · 2025Pooled it
- Variation of parental feeding practices during the COVID-2019 pandemic: a systematic review.BMC public health · 2022Pooled it
- Tai chi improves psychoemotional state, cognition, and motor learning in older adults during the COVID-19 pandemic.Experimental gerontology · 2021Trial
- Validation of the Chinese Stress Sensitivity Inventory and Its Association With Internet Gaming Disorder Symptoms.Psychiatry investigation · 2026Article
- Supervised tele-mental health training in Ecuador during COVID-19: stress and coping among psychology students.Frontiers in psychology · 2026Article
- Mental Health and Age-Related Differences in Community During the COVID-19 Pandemic: A Cross-Sectional Study from Southeastern Türkiye.Medicina (Kaunas, Lithuania) · 2025Article
- Assessing Occupational Work-Related Stress and Anxiety of Healthcare Staff During COVID-19 Using Fuzzy Natural Language-Based Association Rule Mining.Healthcare (Basel, Switzerland) · 2025Article
- Suicidality Risks Associated with Finasteride, a 5-Alpha Reductase Inhibitor: An Evaluation of Real-World Data from the FDA Adverse Event Reports.Pharmaceuticals (Basel, Switzerland) · 2025Article
- Effect of Coping Strategies on Perceived Stress and Hair Cortisol Levels During the COVID-19 Pandemic According to Sex.Stress and health : journal of the International Society for the Investigation of Stress · 2025Article
- Coping strategies of COVID-19 recovered patients at the Ghana Infectious Disease Centre.PloS one · 2025Article
- Article
- Determinants of gender disparities in psychological distress in the South African population aged 15 years and older: Findings from the 2017 National HIV prevalence, incidence, behaviour, and communication survey.PLOS mental health · 2025Article
- Patient Perspectives on AI for Mental Health Care: Cross-Sectional Survey Study.JMIR mental health · 2024Article
- Applications of artificial intelligence-machine learning for detection of stress: a critical overview.Molecular psychiatry · 2024Review
- Burdens and resources of Austrian clinical psychologists: results of a qualitative study two years into the COVID-19 pandemic.BMC psychology · 2024Article
- The Effect of Coronavirus Disease 2019 on the Quality of Associated Care in Patients with Gastric Cancer.Middle East journal of digestive diseases · 2024Review
- Enhancing Diagnostic Decision-Making: Ensemble Learning Techniques for Reliable Stress Level Classification.Diagnostics (Basel, Switzerland) · 2023Article
- The role of maladaptive personality traits on psychological stress the mediating effects of COVID-19-related worries and emotional dysregulation.Personality and individual differences · 2023Article
- Article
- Measuring COVID-19 related stress and its associated factors among the parents of school-aged children during the first lockdown in France.BMC public health · 2023Article
71 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The global SARS-CoV-2 outbreak and subsequent lockdown had a significant impact on people's daily lives, with strong implications for stress levels due to the threat of contagion and restrictions to freedom. Given the link between high stress levels and adverse physical and mental consequences, the COVID-19 pandemic is certainly a global public health issue. In the present study, we assessed the effect of the pandemic on stress levels in
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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.