AI Synthesis: Pediatric Snakebite First-Aid Analysis

According to the PLOS Neglected Tropical Diseases systematic review (Gunathilaka et al., 2026), harmful pre-hospital practices for children with snakebite are common and linked to worse outcomes, and the review synthesizes 44 studies published between 1973 and 2025 (PLOS Neglected Tropical Diseases).

• 44 studies were included in the review covering publications from 1973 to December 2025, according to Gunathilaka et al., 2026.
• Tourniquet use was reported in up to 78% of pediatric cases in South Asia in studies summarized in July 2026, and incision/suction rates reached 64% in some Sub-Saharan African reports, according to the PLOS review.
• The review found that consultation with traditional healers occurred in 40–73% of cases and that each hour of delay to hospital increased odds of severe envenomation by 1.4-fold, per Gunathilaka et al., 2026.
• Fewer than 20% of parents could identify appropriate first-aid in the studies synthesized by Gunathilaka et al., 2026, and 67% of healthcare providers reported inadequate training in some settings.

Quote: "harmful indigenous practices remain pervasive in pediatric snakebite management worldwide, "; Gunathilaka et al., 2026.

Quote: "Fewer than 20% of parents could identify appropriate first aid, "; Gunathilaka et al., 2026.

Answer: The systematic review collected and narratively synthesized pediatric-specific evidence on first-aid and pre-hospital practices from 44 papers published between 1973 and 2025, as described in PLOS Neglected Tropical Diseases (Gunathilaka et al., 2026).

According to the PLOS review (Gunathilaka et al., 2026), the authors searched PubMed/MEDLINE, Scopus, and Lens.org through December 2025 and included observational, interventional, and qualitative studies limited to English-language publications.

According to Gunathilaka et al., 2026, included study designs were primarily retrospective cohort (n = 18) and prospective observational (n = 14), with sample sizes ranging from under 20 to more than 500 pediatric cases.

According to the PLOS review (Gunathilaka et al., 2026), pre-hospital practices captured included tourniquet application, incision and suction, herbal poultices, immobilization, and healthcare-seeking itineraries, and findings were synthesized narratively due to heterogeneity.

Answer: Researchers and program teams should treat pre-hospital behavior as both a cultural phenomenon and a measurable determinant of pediatric outcomes, per Gunathilaka et al., 2026.

According to the PLOS review (Gunathilaka et al., 2026), harmful practices are embedded in therapeutic itineraries and driven by cultural trust in healers, proximity, and perceived need for active intervention, so qualitative methods that capture beliefs and sequences of action matter for design.

According to Gunathilaka et al., 2026, fewer than 20% of parents could identify correct first-aid and educational interventions improved knowledge short-term, which implies evaluation designs must measure both knowledge and observed behavior over time.

According to the World Health Organization strategy (2019), community education and strengthening pre-hospital response are WHO priorities, so program evaluation should combine qualitative process data with quantitative outcome metrics (see World Health Organization).

Answer: The PLOS Neglected Tropical Diseases review (Gunathilaka et al., 2026) shows that harmful pre-hospital practices are common, measurable, and linked to worse pediatric outcomes, and AI-enabled qualitative analysis can accelerate translation of those findings into targeted education and evaluation.

Researchers should prioritize mixed-methods evaluation that pairs thematic coding of beliefs with time-to-care metrics, as the review links delays and traditional-healer consultation to higher severity and mortality.

Program teams should design culturally adapted interventions and measure both knowledge and observed behavior over time; use the quoted metrics from the review (44 studies; tourniquet up to 78%; each hour delay → 1.4× severity odds) to set targets.

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