The DOI matches its Crossref record; 33 of the 33 references it cites were found in a registry or an index.
Disaster Health Literacy, Risk Perception, and Preparedness towards Resilience in a Volcano-Prone Community: A Cross-sectional Study in Yogyakarta, Indonesia
Abstract
Communities residing in proximity to volcanoes face inherent risks from lahars. The eruption of Indonesia's Merapi volcano in 2010 had far-reaching consequences, impacting multiple districts and leading to 386 fatalities, as well as substantial financial losses amounting to approximately US$403 million. In order to bolster disaster response and mitigation efforts, resilience plays a crucial role by considering hazards, risks, vulnerability, and capacity. This research aimed to examine the relationship between disaster health literacy, risk perception, and preparedness, with the ultimate goal of enhancing resilience within a community susceptible to volcanic activities. The study utilized a cross-sectional design, involving 258 participants residing in hazard zone III areas near Yogyakarta's Merapi mountain, selected through proportional clustered sampling. Between January and February 2023, the researchers employed several assessment tools, including the Indonesian versions of the communities advancing resilience toolkit (CART-AS), disaster health literacy mitigation and preparedness questionnaire (DHLQ), disaster risk perception questionnaire (DRPQ), and disaster preparedness questionnaire (DPQ). The collected data underwent analysis utilizing descriptive statistics and the Pearson correlation test. The results unveiled disaster health literacy (β=0.22, p<0.001), risk perception (β=0.26, p<0.001), and preparedness (β=0.38, p<0.001) were all significant predictors of disaster resilience in a volcano-prone community. In conclusion, this study underscores the significant interplay between disaster health literacy, risk perception, and preparedness in relation to disaster resilience. It emphasizes the significance of fortifying disaster health literacy, fostering accurate risk perception, and promoting preparedness measures to enhance overall resilience in the face of disasters. These findings highlight the necessity for targeted interventions and educational programs aimed at augmenting disaster health literacy, improving risk perception, and enhancing preparedness levels within communities, thereby bolstering their resilience and response capabilities effectively.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“However, this literacy does not always directly encourage preparedness without adequate risk perception (Alison Hicks, 2025;Saifudin, 2023).”
From The Mediating Role of Risk Perception in the Effect of Information Literacy on Students’ Disaster Preparedness (2026) · cites this paper as Saifudin, 2023
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Yaşlı Kadınlarda Üreme Sağlığı
Kokanalı, D., & Engin Üstün, Y. (n.d.) · DergiPark (Istanbul University) · Cited by 170,090
The Risk Perception Paradox—Implications for Governance and Communication of Natural Hazards
Wachinger, G., Renn, O., Begg, C., & Kuhlicke, C. (2013) · Risk Analysis · doi:10.1111/j.1539-6924.2012.01942.x · Cited by 1,796
The concept of resilience revisited
Manyena, S. B. (2006) · Disasters · doi:10.1111/j.0361-3666.2006.00331.x · Cited by 1,731
Journal of volcanology and geothermal research
Sparks, R. S. J. (1976) · Physics of the Earth and Planetary Interiors · doi:10.1016/0031-9201(76)90082-0 · Cited by 634
Aitsi-Selmi, A., Egawa, S., Sasaki, H., Wannous, C., & Murray, V. (2015) · International Journal of Disaster Risk Science · doi:10.1007/s13753-015-0050-9 · Cited by 516
The Feeling of Risk: New Perspectives on Risk Perception
Slovic, P., & Ball, D. J. (2011) · Energy & Environment · doi:10.1260/0958-305x.22.6.835 · Cited by 456
Bird, D. K. (2009) · Natural Hazards and Earth System Sciences · doi:10.5194/nhess-9-1307-2009 · Cited by 364
Lavigne, F., De Coster, B., Juvin, N., Flohic, F., Gaillard, J.-C., Texier, P., Morin, J., & Sartohadi, J. (2008) · Journal of Volcanology and Geothermal Research · doi:10.1016/j.jvolgeores.2007.12.013 · Cited by 253
Cross-Cultural Differences in Risk Perceptions of Disasters
Gierlach, E., Belsher, B. E., & Beutler, L. E. (2010) · Risk Analysis · doi:10.1111/j.1539-6924.2010.01451.x · Cited by 237
Cross-cultural risk perception : a survey of empirical studies
Renn, O., & Rohrmann, B. (2000) · Cited by 229
Research works printed but not linked: 4
- Marlyono SG. Peranan Literasi Informasi Bencana terhadap Kesiapsiagaan Bencana Masyarakat Jawa Barat. Jurnal Geografi Gea. 2016;16(2):116-23.
- Sadeghloo T, Bozarjemehri K, Ahmadi S. Analysis the Effect of Perception of flood Risk on the Resilience of Local Communities to Disasters (Study Area: Villages of Binalood County). Geography and Environmental Planning. 2022;33(3):119-38.
- A Dual-Center Comparative Study. Jurnal Kesehatan dr Soebandi. 2022;10(1):17-25.
- Sadeghloo T, Bozarjemehri K, Ahmadi S. Analysis the Effect of Perception of flood Risk on the Resilience of Local Communities to Disasters (Study Area: Villages of Binalood County). Geography and Environmental Planning. 2022;33(3):119-38.
Cited by
Andini, N. F., Putra, R. W., & Aldebaran, M. F. (2026) · JURNAL GEOGRAFI · doi:10.24114/jg.v18i1.72188
Metadata
- Authors
- Saifudin, I. M. M. Y.
- Venue
- Journal of Community Empowerment for Health
- Publisher
- Universitas Gadjah Mada
- Published
- 2023-12-08
- Volume
- 6
- Issue
- 3
- Pages
- 154
- ISSN
- 2655-0164
- 2654-8283
- Cited by
- 8
- References
- 33
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Disaster Health Literacy, Risk Perception, and Preparedness towards Resilience in a Volcano-Prone Community: A Cross-sectional Study in Yogyakarta, Indonesia. https://app.cochat.ai/papers/10.22146/jcoemph.86343
- The paper
- Saifudin, I. M. M. Y. (2023). Disaster Health Literacy, Risk Perception, and Preparedness towards Resilience in a Volcano-Prone Community: A Cross-sectional Study in Yogyakarta, Indonesia. Journal of Community Empowerment for Health. https://doi.org/10.22146/jcoemph.86343
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.