ArticleFrontiers in public health2026
Safeguarding seniors in the digital age: an experimental study on the influence of cybersecurity awareness training on technology adoption, security behaviors, and cybercrime consciousness.
Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- Analysis of selected digital risks as a basis for developing digital hygiene strategies. A perspective of vulnerable populations.Frontiers in public health · 2026Review
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: The rapid expansion of digital engagement has also exposed older adults to an increasing spectrum of cyber threats. Many older individuals encounter distinct challenges when navigating digital environments, including limited prior exposure to technology, lower levels of cybersecurity literacy, and heightened susceptibility to online misinformation. These vulnerabilities not only compromise their digital safety but also undermine their confidence in adopting and effectively using technology. Objectives: This study aimed to examine the effect of cybersecurity awareness training on technology adoption, cybersecurity behaviors, and cybercrime awareness among older adults residing in assisted living facilities. Methods: A quasi-experimental pretest-posttest control group design was employed. A total of 160 older adults were recruited through convenience sampling. Participants were divided into intervention and control groups. The intervention group underwent a five-week cybersecurity training program, with weekly sessions of 60-90 min. Topics included password security, phishing awareness, social media safety, and secure browsing. Validated assessment tools were used to evaluate changes in cybersecurity awareness, technology acceptance, and security practices before and after the intervention. Results: Post-intervention assessments showed that the intervention group experienced significant improvements in digital safety knowledge, attitudes toward technology use, control over digital tools, and awareness of cyber threats, especially on social media. Enhanced adoption of cybersecurity behaviors in daily life was also observed. Conclusion: Cybersecurity awareness training is effective in improving older adults' knowledge of digital threats, encouraging positive attitudes toward technology, and promoting safe online behavior. These findings underscore the potential of targeted interventions to reduce digital vulnerability and enhance inclusion among aging populations.
Indexed as
Identifiers
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.