{
  "abstract": "Background: Flood-prone communities need accessible education that supports preparedness and collective action. Evidence on chatbot-supported flood education in community settings remains limited. Purpose: To assess changes in flood-related knowledge, attitudes, and mitigation practices following PREPARE-BANJIR chatbot use, describe participant engagement, and document the initial formation of community flood-response groups. Methods: A pre-experimental, one-group pretest–posttest study involved 150 residents purposively recruited from flood-prone communities along the Brantas River in Kediri Regency, Indonesia. The intervention comprised six chatbot-based educational modules. Outcomes were assessed using a 48-item questionnaire, while engagement was documented through usage logs. Paired changes were analyzed using Wilcoxon signed-rank tests for knowledge and attitudes and a paired-samples t-test for mitigation scores. Results: Mean knowledge scores increased from 7.79 to 9.93, with a mean change of 2.14 (95% CI: 1.86–2.42). Attitude scores increased from 41.79 to 46.97, with a mean change of 5.18 (95% CI: 4.43–5.93), and mitigation scores increased from 18.55 to 23.73, with a mean change of 5.18 (95% CI: 4.42–5.94). All paired comparisons were statistically significant (p < 0.001). Overall, 79.3% of participants completed all modules. Five flood-response groups, each comprising 30 members, were established. Conclusion: PREPARE-BANJIR use was followed by improved preparedness-related scores and the establishment of community response groups. These preliminary findings warrant controlled evaluations to determine intervention effectiveness and the sustainability of individual and group outcomes.",
  "abstract_shown": true,
  "affiliations": [
    "Faculty of Nursing,Universitas STRADA Indonesia, Kediri, Indonesia",
    "Faculty of Health, Universitas STRADA Indonesia, Kediri, Indonesia"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 3,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Alfian Fawzi",
      "orcid": "0009-0000-1687-5993"
    },
    {
      "affs": [
        0
      ],
      "name": "Aprin Rusmawati",
      "orcid": "0009-0009-2133-3203"
    },
    {
      "affs": [
        1
      ],
      "name": "Solichudin"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/63bg971epxdkp.bib",
  "cited_by": 0,
  "doi": "10.30994/jnp.v10i1.1246",
  "fulltext_url": "https://thejnp.org/index.php/jnp/article/view/1246",
  "id": "63bg971epxdkp",
  "issns": [
    "2614-3488",
    "2614-3496"
  ],
  "landing_url": "https://doi.org/10.30994/jnp.v10i1.1246",
  "language": "en",
  "licence": "CC-BY-NC-SA",
  "licence_label": "CC BY-NC-SA",
  "licence_source": "journal",
  "licence_url": "https://creativecommons.org/licenses/by-nc-sa/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "lcc",
      "RT1-120"
    ]
  ],
  "openalex": null,
  "pdf_url": null,
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-01",
  "publisher": "Institut Ilmu Kesehatan STRADA Indonesia",
  "ris": "https://research.draconitic.com/paper/63bg971epxdkp.ris",
  "sources": [
    {
      "first_seen": "2026-11-05T14:21:20Z",
      "native_id": "05045c0d6ddb4e088840aad6eab251d3",
      "source": "doaj",
      "url": "https://doi.org/10.30994/jnp.v10i1.1246"
    }
  ],
  "subjects": [
    {
      "field": "medicine",
      "origin": "lcc:RT1-120",
      "subfield": "general"
    }
  ],
  "title": "Preliminary Changes in Flood Preparedness Following the PREPARE-BANJIR Chatbot: A One-Group Pretest–Posttest Study",
  "title_text": "Preliminary Changes in Flood Preparedness Following the PREPARE-BANJIR Chatbot: A One-Group Pretest–Posttest Study",
  "type": "peer-reviewed",
  "updated_at": "2026-11-07T14:20:33Z",
  "url": "https://research.draconitic.com/paper/63bg971epxdkp",
  "venue": "Journal of Nursing Practice",
  "versions": []
}