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Updated: Feb 8, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Marriage in epilepsy: The impact of the question in knowledge, attitude, and practice surveys
Gagandeep Singh1, Caroline Selai2, Saiful Islam2
1Department of Neurology, Dayanand Medical College, Ludhiana, India; NIHR University College London Hospitals Biomedical Research Centre, UCL Institute of Neurology, Queen Square, London WC1N 3BG, UK.
Background:
Knowledge, attitudes, and practice (KAP) questionnaire-based surveys have captured negative attitudes towards marriage involving people with epilepsy (PWE). The attitudes may vary according to the nature of the question posed, whether personal or generic, in addition to many other covariates.
Methods:
We carried out meta-proportion and -regression analyses of epilepsy-related KAP surveys published between 1970 and 2016 in the medical literature analysis retrieval system online (MEDLINE) database.
Results:
The pooled estimate of the proportion of those responding positively to the marriage question was 0.45 (95% confidence interval (95%CI): 0.35 to 0.54; I2res = 99.89%). The pooled proportion of positive responders to a personal question (0.40; 95%CI: 0.35 to 0.46) was significantly lower than those responding positively to a generic question (0.64; 95%CI: 0.57 to 0.70) (P = 0.001). When modeled individually in regression analyses, only the continent of origin of the survey (P = 0.001; tau2: 0.06; I2res: 99.8%; adjusted R2: 11.4%) and subject population type (P = 0.02; tau2: 0.07; I2res: 99.9%; adjusted R2: 4.2%) were associated with the pooled estimate of positive responders to the question on marriage.
Conclusions:
Personal questions probing the possibility of marriage of self or family members to someone with epilepsy bring about negative attitudes more often than generic questions inquiring the marriage-worthiness of PWE.
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