ReviewInternational journal of disaster risk reduction : IJDRR2023
Meta-analysis on application of Protection Motivation Theory in preventive behaviors against COVID-19.
Review in International journal of disaster risk reduction : IJDRR, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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
18 citing papers in PubMed, 35 citations in OpenAlex.
- Patterns of Digital Media Engagement During Wartime and Their Associations With Stress, Resilience, and Well-Being: Cross-Sectional Survey Study.Journal of medical Internet research · 2026Article
- Psychosocial predictors of mental well-being in higher education students: a comprehensive approach.BMC public health · 2026Article
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- Tourists' intention to adopt forest conservation behavior in the Zagros region of Iran.Scientific reports · 2026Article
- HIV testing factors among Men Who Have Sex with Men in China: an analysis based on Lasso regression and Bayesian networks.BMC public health · 2026Article
- Machine learning versus traditional regression models for predicting diabetic retinopathy screening adherence among community-dwelling older adults with diabetes.Frontiers in endocrinology · 2026Article
- Understanding preparedness for extreme weather events among adults with chronic diseases: the interplay of illness perceptions, threat appraisal, and weather-related worry.Frontiers in public health · 2026Article
- Pessimism or optimism? A tri-spatial analysis of public risk perception bias and its influencing mechanisms: evidence from 31 major cities in China.Frontiers in public health · 2026Article
- Associations between parental protective motivation, behaviors, and child outcomes in allergic diseases: a cross-sectional study based on protection motivation theory.BMC public health · 2025Article
- Article
- Explaining adoption of AI tools in education: a dual-path model of ethical concern and functional value.Frontiers in psychology · 2025Article
- Article
- Cybersecurity governance in the healthcare sector during digital transformation: an integrated model and hybrid analytical approach.Frontiers in public health · 2025Article
- Beyond the gift: donor motivations and family experiences as drivers of body donation programs.Frontiers in public health · 2025Article
- An intervention study on the secondary prevention medication adherence of ischemic stroke patients based on the protection motivation theory combined with medication literacy education in the AI-HEALS: a randomized controlled trial protocol.Frontiers in public health · 2025Article
- Motives for Vaccination Against COVID-19 Among the Ultra-orthodox Jewish Community in Israel.Journal of religion and health · 2024Article
- The effect of a self-learned virtual learning package on knowledge, attitude, and self-care behaviors of COVID-19 in people referred to health and treatment centers.BMC public health · 2024Article
- Effect of educational intervention based on protection motivation theory on preventive behaviors of respiratory infections among hospital staff.Frontiers in public health · 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
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The present study aims to conduct a systematic review and meta-analysis on quantitative conclusion and appraisal of findings from Protection Motivation Theory to predict protective behaviors against COVID-19. This meta-analysis covered the period between 2019 and 2022. Web of Science, Science Direct, Scopus, Emerald, PubMed, Springer, Sage, Online Wiley Library, Taylor & Francis and ProQuest were searched to find related articles to the study topic. Using Effect Size of Random model, the quality of each study, homogeneous of studies and Publication bias of data were analyzed and assessed by CMA2 software. The results indicate that perceived severity (
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What OpenQuestion holds
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.