Evidence map›Paper›PMID 41166330›Full record

ArticlePloS one2025

FOODAlyzer usability: Advances in food safety education.

Wen-Li Seow, Kai Wei Lee, Roshariza Haris, Umi Kalsom Md Ariffin, Shing Wei Ng, Sook Yee Lim, Madihah Mohd Saudi, Abdul Rahman Mohamad Gobil, Nurul Azmawati Mohamed, Nor Afiah Mohd Zulkefli and 3 more

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Wen-Li SeowDepartment of Food Service and Management, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.ORCID https://orcid.org/0000-0003-4229-9808
Kai Wei LeeDepartment of Veterinary Preclinical Sciences, Faculty of Veterinary Medicine, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.ORCID https://orcid.org/0000-0001-9737-8066
Roshariza HarisDepartment of Medical Microbiology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.
Umi Kalsom Md AriffinDepartment of Medical Microbiology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.
Shing Wei NgDepartment of Medical Microbiology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.
Sook Yee LimMalaysia Research Institute on Ageing, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.
Madihah Mohd SaudiCyberSecurity and Systems (CSS) Research Unit, Faculty of Science & Technology, Universiti Sains Islam Malaysia, Bandar Baru Nilai, Nilai, Negeri Sembilan, Malaysia.
Abdul Rahman Mohamad GobilCenter of Computing Sciences, Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA cawangan Negeri Sembilan Kampus, Seremban, Negeri Sembilan, Malaysia.
Nurul Azmawati MohamedMicrobiology Unit, Faculty of Medicine & Health Sciences, Universiti Sains Islam Malaysia, Nilai, Negeri Sembilan, Malaysia.
Nor Afiah Mohd ZulkefliDepartment of Community Health, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.
Tengku Zetty Maztura Tengku JamaluddinDepartment of Medical Microbiology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.ORCID https://orcid.org/0000-0002-8269-5699
Noris Mohd NorowiDepartment of Multimedia, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.
Syafinaz Amin-NordinDepartment of Medical Microbiology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.ORCID https://orcid.org/0000-0002-6054-2368

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The proliferation of digital technologies offers innovative avenues for public health education. This study evaluates the usability of FOODAlyzer©, a web-based application designed to enhance food safety awareness among Generation Z university students in Peninsular Malaysia. Using a mixed-methods approach, researchers collected data from 419 Gen Z students via online questionnaires. The study comprehensively assessed the app's effectiveness in improving knowledge, attitudes, and risk perception regarding food poisoning prevention. The results demonstrated significant positive outcomes. Majority of respondents (94.8%) acknowledged FOODAlyzer© utility in selecting quality food premises. The app demonstrated strong performance across key usability metrics, with participants reporting high levels of interactivity, accessibility, and ease of learning. Notably, 89.7% of respondents expressed intentions to utilize the app before ordering food, and 90.6% would recommend it to others. While the app demonstrated strong potential, user feedback revealed critical areas for improvement, which were categorized into two main themes: Technical enhancements and food safety education advancements. Key findings highlighted five technical improvement themes. Users called for greater accessibility and inclusivity, including multilingual support, a dedicated mobile app, and features accommodating diverse age groups. Suggestions for interface design focused on improving icon clarity, tooltip implementation, and visual readability. To boost engagement, users recommended an interactive experience with embedded multimedia, peer review systems, and instant feedback mechanisms. Enhancements in functionality, such as a more reliable system and streamlined login process, were also prioritized. Finally, users proposed interconnectedness with external services and government platforms to extend its reach and credibility. Regarding food safety education, three key themes emerge. Users suggested enhancing educational content with clearer criteria to educate both consumers and premise owners. Incorporating reward-based motivation through gamification, quizzes, and promotional incentives was recommended to encourage consistent use. Finally, users emphasized the need for clearer evaluation tools, advocating for simplified question formats, intuitive scales and reduced questionnaire length to minimize user fatigue and improve accuracy. This research provides a user-centered roadmap for developing effective digital public health tools. By addressing these identified limitations and incorporating stakeholder feedback, FOODAlyzer© can be optimized to better serve as a model for future digital interventions aimed at improving food safety practices among young adults and the broader community.

Indexed as

Food SafetyHealth EducationMobile ApplicationsAdolescentAdultFemaleFoodborne DiseasesHealth Knowledge, Attitudes, PracticeHumansMalaysiaMaleStudentsSurveys and QuestionnairesYoung Adult

Identifiers

PMID41166330
PMCPMC12574919

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.