ArticleJournal of dental sciences2026
Association between health beliefs and patient delay in oral cancer diagnosis in Pakistan: An exploratory factor analysis.
Article in Journal of dental sciences, 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.
- Refusal of Hospital-Based Oral Cancer Treatment Driven by Health Beliefs in Pakistan: A Qualitative Study.International dental journal · 2026Article
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background/purpose: The Health Belief Model (HBM) has been applied to study help-seeking behaviors for various chronic diseases, but the association between HBM and patient delay in oral cancer (OC) diagnosis remains under-explored. The objectives of this study were to describe sociocultural perceptions of OC using the HBM framework and the association between sociocultural perceptions and patient delay in Pakistan. Materials and methods: We conducted a multicenter cross-sectional study among 152 patients diagnosed with oral squamous cell carcinoma (OSCC). We collected data by structured, questionnaire-based interviews. We performed exploratory factor analysis (EFA) with varimax rotation on HBM questions to identify latent constructs, then we used multivariate logistic regression to assess their association with patient delay. Results: We identified six factors using EFA: perceived economic barriers, religious beliefs, perceived severity, perceived susceptibility, psychological barriers, and cues to action. Religious beliefs emerged as a distinct factor, while perceived severity incorporated items from multiple HBM domains. Perceived economic barriers were positively associated with patient delay (AOR = 10.18; 95 % CI: 2.00-62.50), whereas perceived severity (AOR = 0.13; 95 % CI: 0.03-0.49) and perceived susceptibility (AOR = 0.25; 95 % CI: 0.07-0.81) were negatively associated with patient delay. Conclusion: We were able to identify latent constructs in HBM using EFA that were both risk factors and preventive factors for patient delay. The findings of our study suggest that relevant stakeholders should consider developing culturally sensitive interventions that focus on reducing economic barriers and emphasize OC's severity and susceptibility.
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.