ReviewDigital health
Factors affecting the quality and reliability of online health information.
Review in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 94 papers, 5 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
94 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- The Relation Between eHealth Literacy and Online Health Information-Seeking Behavior: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2026Pooled it
- Terminology and Definitions of Racial Health Equity in Prominent Health Websites: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Large Language Models for Chatbot Health Advice Studies: A Systematic Review.JAMA network open · 2025Pooled it
- Performance of ChatGPT Across Different Versions in Medical Licensing Examinations Worldwide: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- Effectiveness of Digital Health Literacy Interventions in Older Adults: Single-Arm Meta-Analysis.Journal of medical Internet research · 2023Pooled it
- Teaching Australian high school students to think critically about health claims: a cluster randomized trial.Health education research · 2023Trial
- Evaluating the Utility of a Statewide Pharmacist-Led Psychotropic Medicines Information Service: A Mixed-Methods Study.Community mental health journal · 2026Article
- Investigating Online Discussions About Cancer Screening on Twitter (Subsequently Rebranded as X): Corpus Analysis.JMIR infodemiology · 2026Article
- Content and quality analysis of YouTube videos on therapeutic exercises for Parkinson's disease.Journal of Parkinson's disease · 2026Article
- Evaluating the quality, reliability and readability of digital and artificial intelligence resources for adults with cancer who have significant caregiving responsibilities for children.PLOS digital health · 2026Article
- American, British, and Italian Online Information on the Health Risks Associated With Eating Meat: Cross-Sectional Study.JMIR formative research · 2026Article
- Developing and evaluating the effectiveness of a web-based application to improve the mental health of infertile women: a multi-phase study protocol.Reproductive health · 2026Article
- How Reliable is eHealth information on dental care in head and neck cancer? A quality evaluation.BMC oral health · 2026Article
- Three large language models demonstrate competitive performance in Traditional Chinese Medicine national medical licensing examinations over two years.Scientific reports · 2026Article
- Evaluating GPT-4 Responses on Scars or Keloids for Patient Education: Large Language Model Evaluation Study.JMIR medical informatics · 2026Article
- The quality and scope of health information on online drug platforms: a topic modelling and expert evaluation study of a Polish-language forum.Harm reduction journal · 2026Article
- [Digital transformation in healthcare to strengthen patient autonomy].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2026Review
- Development of a robust corpus for automated evaluation of online health information in Chinese using the DISCERN scale.Journal of the American Medical Informatics Association : JAMIA · 2026Article
- Evaluating large language models using the Type 2 Diabetes Health Education guideline: a comparative analysis of ChatGPT-4.1, Claude-4.0, DeepSeek-V3, and ERNIE Bot 4.5 Turbo.Frontiers in public health · 2026Article
- Googling adenomyosis: a systematic review of internet-based information.Revista da Associacao Medica Brasileira (1992) · 2026Article
34 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
backgroundInternet represents a relevant source of information, but reliability of data that can be obtained by the web is still an unsolved issue. Non-reliable online information may have a relevance, especially in taking decisions related to health problems. Uncertainties on the quality of online health data may have a negative impact on health-related choices of citizens.
objectiveThis work consisted in a cross-sectional literature review of published papers on online health information. The two main research objectives consisted in the analysis of trends in the use of health web sites and in the quality assessment and reliability levels of web medical sites.
methodsLiterature research was made using four digital reference databases, namely PubMed, British Medical Journal, Biomed, and CINAHL. Entries used were "trustworthy of medical information online," "survey to evaluate medical information online," "medical information online," and "habits of web-based health information users". Analysis included only papers published in English. The Newcastle Ottawa Scale was used to conduct quality checks of selected works.
resultsLiterature analysis using the above entries resulted in 212 studies. Twenty-four articles in line with study objectives, and user characteristics were selected. People more prone to use the internet for obtaining health information were females, younger people, scholars, and employees. Reliability of different online health sites is an issue taken into account by the majority of people using the internet for obtaining health information and physician assistance could help people to surf more safe health web sites.
conclusionsLimited health information and/or web literacy can cause misunderstandings in evaluating medical data found in the web. An appropriate education plan and evaluation tools could enhance user skills and bring to a more cautious analysis of health information found in the web.
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.