Authors : Diana Rose Poblete-Masangkay

Volume/Issue : Volume 11 - 2026, Issue 4 - April

Google Scholar : https://tinyurl.com/2ef7x2e3

Scribd : https://tinyurl.com/yeyt85m6

DOI : https://doi.org/10.38124/ijisrt/26apr591

Note : A published paper may take 4-5 working days from the publication date to appear in PlumX Metrics, Semantic Scholar, and ResearchGate.

Abstract : Using the descriptive-correlational research design, this study examined the barangay-based disaster preparedness programs and their correlation with local resilience and public safety in the Municipality of Mamburao, Occidental Mindoro. Respondents were barangay officials, BDRRMC members, and residents. A structured questionnaire was utilized to gather data. Results revealed that barangay-based disaster preparedness programs are generally effective, while local resilience is evident and public safety is maintained. Among the indicators, tracking systems and documentation were rated highest, whereas hazard identification and risk profiling received the lowest ratings. In terms of local resilience, environmental protection measures were considered most valuable, while maintaining livelihoods received less emphasis. For public safety, emergency response efficiency was rated highest, whereas knowledge and community participation were given less importance. However, the analysis indicated only a very weak relationship between disaster preparedness programs and both local resilience and public safety. The results suggest that although barangay disaster preparedness programs are effectively implemented, they do not significantly translate into improved outcomes in resilience and public safety. This implies that other contributing factors influence these outcomes. Therefore, barangays are encouraged to strengthen financial preparedness, enhance technological systems, promote community involvement, and develop comprehensive long-term recovery plans to improve resilience and ensure public safety.

Keywords : Barangay-Based Disaster Preparedness Programs, Local Resilience, Public Safety, Comprehensive Long-Term Recovery Plans, Coastal Communities.

References :

1. Ahmed, B., Kelman, I., Fehr, H. K., & Saha, M. (2019). Community-based assessments for storm surge risk in coastal areas. International Journal of Disaster Risk Reduction, 34, 210–221. https://doi.org/10.1016/j.ijdrr.2018.11.014\
2. Ahrens, J., & Rudolph, P. M. (2016). Local social resilience and mutual assistance networks in rural disaster risk reduction. Disaster Prevention and Management, 25(5), 629–645. https://doi.org/10.1108/DPM-04-2016-0076
3. Ainuddin, S., & Routray, J. K. (2016). Community-based adaptation and resilience to floods and earthquakes. Natural Hazards, 84(2), 1157–1175. https://doi.org/10.1007/s11069-016-2484-5
4. Amri, A., Bird, D. K., Ronan, K., Haynes, K., & Towers, B. (2017). SMS and radio alerts for grassroots resilience in marginalized communities. International Journal of Disaster Risk Reduction, 22, 177–185. https://doi.org/10.1016/j.ijdrr.2017.03.009
5. Anderson, J., & Carter, L. (2023). Ensuring product integrity in transit: The role of supplier handling protocols. International Journal of Logistics Management, 34(2), 457–472. https://doi.org/10.1080/13675567.2023.2105825
6. Ardaya, A. B., Evers, M., & Ribbe, L. (2017). Participatory approaches for riverine flood risk management. Environmental Science & Policy, 76, 80–89. https://doi.org/10.1016/j.envsci.2017.06.009
7. Atisi-Selmi, A., Murray, V., Wannous, C., & Dickinson, C. (2018). Community-based risk assessments for improved disaster preparedness. Global Health Action, 11(1), 1488739. https://doi.org/10.1080/16549716.2018.1488739
8. Aye, Z. C., Sprague, T., & Cortes, V. (2016). Community planning and shelter building for cyclone resilience in Myanmar. Disaster Prevention and Management, 25(4), 478–492. https://doi.org/10.1108/DPM-02-2016-0038
9. Balgos, B., & Gaillard, J. C. (2019). Integrating indigenous knowledge with mobile applications and GIS for disaster risk reduction. Journal of Contingencies and Crisis Management, 27(3), 238–247. https://doi.org/10.1111/1468-5973.12254
10. Barca, F., Hebbar, M., & Hickey, S. (2019). Social protection frameworks as safety nets in disaster recovery. World Development, 117, 192–203. https://doi.org/10.1016/j.worlddev.2018.12.013
11. Barua, U., Akhter, M. S., & Ansary, M. A. (2016). Shelter management and safety training for cyclone resilience in Bangladesh. Natural Hazards, 82(3), 1743–1760. https://doi.org/10.1007/s11069-016-2268-y
12. Bautista, C. B. (2018). Mobile alert and warning systems for disaster mitigation. Philippine Journal of Science, 147(3), 451–460.
13. Beck, M. W., Losada, I. J., Menéndez, P., Reguero, B. G., Díaz-Simal, P., & Fernández, F. (2018). The global flood protection savings provided by coral reefs. Nature Communications, 9(1), 2186. https://doi.org/10.1038/s41467-018-04568-z
14. Béné, C., Headey, D., Haddad, L., & von Grebmer, K. (2016). Is resilience a useful concept in the context of food security and nutrition programmes? Food Security, 8(1), 123–138. https://doi.org/10.1007/s12571-015-0526-x
15. Benson, C., Twigg, J., & Rossetto, T. (2019). Localized disaster management programs and global responsiveness. International Journal of Disaster Risk Reduction, 34, 289–297. https://doi.org/10.1016/j.ijdrr.2018.11.017
16. Berkes, F., Ross, H., & Sydow, C. (2017). Co-management systems for local social resilience in disaster governance. Ecology and Society, 22(2), 16. https://doi.org/10.5751/ES-09263-220216
17. Bhandari, R. B., Owen, C., & Brooks, B. (2018). Landslide monitoring and evacuation routes for public safety in hilly areas. Natural Hazards, 92(3), 1623–1640. https://doi.org/10.1007/s11069-018-3267-0
18. Bollettino, V., Alcayna, T., Dy, P., & Vinck, P. (2018). Trust in technology for disaster response and recovery. Disaster Medicine and Public Health Preparedness, 12(4), 514–521. https://doi.org/10.1017/dmp.2017.121
19. Brown, A., & Green, L. (2023). Optimization strategies for order picking and packing in supply chains. International Journal of Logistics Management, 35(2), 345–360. https://doi.org/10.1108/IJLM-10-2023-0456
20. Brown, K., & Williams, R. (2021). The role of real-time tracking in modern supply chains: Enhancing efficiency and reliability. Annals of Operations Research, 305(2), 567–590. https://doi.org/10.1007/s10479-021-04144-9
21. Bruneau, M., Chang, S. E., Eguchi, R. T., Lee, G. C., O’Rourke, T. D., Reinhorn, A. M., Shinozuka, M., Tierney, K., Wallace, W. A., & von Winterfeldt, D. (2017). A framework to quantitatively assess and enhance the seismic resilience of communities. Earthquake Spectra, 33(4), 1233–1255. https://doi.org/10.1193/013018EQS013M
22. Burnside-Lawry, J., & Carvalho, L. (2016). Community-based communication tools for disaster risk awareness. Journal of Contingencies and Crisis Management, 24(2), 112–120. https://doi.org/10.1111/1468-5973.12106
23. Cardenas, J. C., & Esguerra, C. (2017). Microfinancing for household recovery post-typhoon. Development in Practice, 27(5), 678–689. https://doi.org/10.1080/09614524.2017.1324143
24. Cardona, O. D., van Aalst, M. K., Birkmann, J., Fordham, M., McGregor, G., Perez, R., Pulwarty, R. S., Schipper, E. L. F., & Sinh, B. T. (2017). Public infrastructure investment for disaster risk reduction. Global Environmental Change, 47, 13–24. https://doi.org/10.1016/j.gloenvcha.2017.09.004
25. Carrasco, S., Ochiai, C., & Okazaki, K. (2016). Participatory policy formulation for disaster risk reduction. International Journal of Disaster Risk Reduction, 18, 138–147. https://doi.org/10.1016/j.ijdrr.2016.06.002
26. Chan, E. Y. Y., Gao, Y., & Griffiths, S. M. (2017). Telehealth services for disaster response and recovery. The Lancet Global Health, 5(3), e255–e256. https://doi.org/10.1016/S2214-109X(17)30050-6
27. Chandra, A., Acosta, J., Stern, S., Uscher-Pines, L., & Williams, M. V. (2018). Social networks and community resilience in earthquake-prone areas. Disaster Medicine and Public Health Preparedness, 12(3), 343–350. https://doi.org/10.1017/dmp.2017.84
28. Chen, H., Ito, Y., Sawamukai, M., & Tokunaga, T. (2017). GIS and satellite technologies for disaster risk assessment. Natural Hazards, 87(3), 1601–1618. https://doi.org/10.1007/s11069-017-2839-6
29. Colls, A., Ash, N., & Ikkala, N. (2016). Community-based wetland restoration for flood stabilization. Ecosystems, 19(8), 1432–1446. https://doi.org/10.1007/s10021-016-0020-6
30. Cutter, S. L., Barnes, L., Berry, M., Burton, C., Evans, E., Tate, E., & Webb, J. (2016). Urban-rural disparities in disaster recovery. Annals of the American Association of Geographers, 106(6), 1236–1255. https://doi.org/10.1080/24694452.2016.1194539
31. Cutter, S. L., Burton, C. G., & Emrich, C. T. (2008). Disaster resilience indicators for benchmarking baseline conditions. Journal of Homeland Security and Emergency Management, 7(1), Article 51. https://doi.org/10.2202/1547-7355.1732
32. Davidson, J. L., Jacobson, C., Lyth, A., Dedekorkut-Howes, A., Baldwin, C., Ellison, J. C., Holbrook, N. J., Howes, M., Serrao-Neumann, S., Singh-Peterson, L., & Smith, T. F. (2016). Inter-community resource sharing for typhoon resilience. Global Environmental Change, 38, 147–158. https://doi.org/10.1016/j.gloenvcha.2016.03.007
33. Davis, P., & Martinez, H. (2023). Supplier performance consistency: An empirical study of long-term business relationships. Journal of Supply Chain Management, 59(3), 278–294. https://doi.org/10.1002/jscm.12124
34. De Silva, M. M. G. T., & Kawasaki, A. (2018). Flood monitoring systems and community shelters for resilience in flood-prone areas. Journal of Flood Risk Management, 11(S2), S846–S856. https://doi.org/10.1111/jfr3.12347
35. Djalante, R., Holley, C., & Thomalla, F. (2018). Governance-enhanced programs for public safety in floods and storms. Environmental Science & Policy, 84, 165–176. https://doi.org/10.1016/j.envsci.2018.03.009
36. Djalante, R., Thomalla, F., Sinapoy, M. S., & Carnegie, M. (2017). Adaptive governance and technological innovation for disaster risk reduction. Global Environmental Change, 47, 147–156. https://doi.org/10.1016/j.gloenvcha.2017.09.007
37. Doocy, S., Dick, A., Daniels, A., & Kirsch, T. D. (2016). Timely evacuations and aid delivery for cyclone resilience. Prehospital and Disaster Medicine, 31(4), 361–369. doi.org/10.1017/S1049023X16000477
38. Doswald, N., Munroe, R., Roe, D., Giuliani, A., Castelli, I., Stephens, J., Möller, I., Spencer, T., Vira, B., & Reid, H. (2017). Community-based tree planting for landslide vulnerability reduction. Landslides, 14(6), 1961–1973. https://doi.org/10.1007/s10346-017-0839-0
39. Dube, E., Mtengwana, B., & Nhlengethwa, S. (2018). Community assessments for drought resilience in arid climates. Water SA, 44(4), 559–567. https://doi.org/10.4314/wsa.v44i4.06
40. Eiser, J. R., Donovan, A., & Sparks, R. S. J. (2016). Community participation in volcanic risk assessment. Bulletin of Volcanology, 78(5), 37. https://doi.org/10.1007/s00445-016-1027-9
41. Enriquez, A. G., Wahl, T., & Reinhart, B. (2019). Coral reefs as natural barriers for typhoon impacts. Ocean & Coastal Management, 178, 104809. https://doi.org/10.1016/j.ocecoaman.2019.05.008
42. Eriksen, C., McKinnon, S., & de Castella, T. (2019). Community drills and collaboration in wildfire response. Australian Journal of Emergency Management, 34(2), 46–52.
43. Fernandez, G., Shaw, R., & Uy, N. (2018). Youth-led activities for social resilience in disaster risk reduction. International Journal of Disaster Risk Reduction, 28, 362–370. https://doi.org/10.1016/j.ijdrr.2018.01.018
44. Folke, C., Carpenter, S., Elmqvist, T., Gunderson, L., Holling, C. S., & Walker, B. (2022). Resilience and sustainable development: Building adaptive capacity in a world of transformations. Ambio, 31(5), 437–440. https://doi.org/10.1579/0044-7447-31.5.437
45. Furuta, N., Furuta, T., & Shimatani, Y. (2018). Urban green areas for flood mitigation. Landscape and Urban Planning, 175, 110–119. https://doi.org/10.1016/j.landurbplan.2018.03.017
46. Garcia, C. B., & Gonzales, J. E. (2017). Web-based communication systems for disaster monitoring. Philippine Journal of Science, 146(2), 213–222.
47. Garcia, L., & Patel, R. (2021). Quality control in supply chains: Strategies for improving supplier reliability. Journal of Supply Chain Management, 45(3), 245–262. https://doi.org/10.1002/jscm.12124
48. Gibbs, L., Block, K., Harms, L., MacDougall, C., Baker, E., Ireton, G., Forbes, D., Richardson, J., & Waters, E. (2016). Community-based recovery efforts for social resilience post-flooding. Australian Journal of Emergency Management, 31(4), 36–42.
49. Gupta, K., Kumar, P., & Pathan, S. K. (2016). Barangay watersheds for water conservation in dry periods. Journal of Environmental Management, 181, 672–680. https://doi.org/10.1016/j.jenvman.2016.07.027
50. Hallegatte, S., Vogt-Schilb, A., Bangalore, M., & Rozenberg, J. (2017). Unbreakable: Building the resilience of the poor in the face of natural disasters. World Bank Publications. https://doi.org/10.1596/978-1-4648-1003-9
51. Hapsari, R. I., Zen, M. T., & Hendratno, G. (2017). Local-level monitoring for landslide preparedness. Journal of Disaster Research, 12(5), 962–971. https://doi.org/10.20965/jdr.2017.p0962
52. Haque, C. E., Choudhury, M. U., & Uddin, M. S. (2017). Social capital and storm surge preparedness in coastal communities. Natural Hazards, 88(3), 1497–1517. https://doi.org/10.1007/s11069-017-2932-x
53. Hernandez, J. C., Gaillard, J. C., & Astudillo, C. (2018). Safety audits and evacuation training for urban informal settlements. International Journal of Disaster Risk Reduction, 31, 617–624. https://doi.org/10.1016/j.ijdrr.2018.06.010
54. Hettiarachchi, M., Athukorale, K., Wijekoon, S., & Alkan Olsson, J. (2018). Participatory forest conservation for wildfire hazard reduction. Forest Ecology and Management, 423, 104–113. https://doi.org/10.1016/j.foreco.2018.03.039
55. Hidayat, D., Sagala, S., & Ardianto, R. (2017). Community-based hazard identification for volcanic risks. Journal of Disaster Research, 12(4), 682–691. https://doi.org/10.20965/jdr.2017.p0682
56. Hizbaron, D. R., Hadmoko, D. S., & Mei, E. T. W. (2018). Local disaster management programs for volcanic and seismic hazards. Jàmbá: Journal of Disaster Risk Studies, 10(1), a513. https://doi.org/10.4102/jamba.v10i1.513
57. Holling, C. S. (1973). Resilience and stability of ecological systems. Annual Review of Ecology and Systematics, 4(1), 1–23. https://doi.org/10.1146/annurev.es.04.110173.000245
58. Htein, M., Lim, S., & Zaw, T. N. (2018). Community-driven projects for cyclone preparedness. International Journal of Disaster Risk Reduction, 30(Part B), 216–224. https://doi.org/10.1016/j.ijdrr.2018.04.020
59. Imperiale, A. J., & Vanclay, F. (2016). Local leadership and peer-to-peer assistance in flood recovery. Environmental Hazards, 15(4), 293–308. https://doi.org/10.1080/17477891.2016.1181009
60. Ishiwatari, M., Koike, T., Hiroki, K., Toda, T., & Katsube, T. (2017). Reinforced riverbanks for flood exposure reduction. Water International, 42(6), 717–732. https://doi.org/10.1080/02508060.2017.1356860
61. Islam, R., Walkerden, G., & Amati, M. (2018). Flood preparedness and trust-based alert systems in remote regions. Natural Hazards, 92(1), 225–243. https://doi.org/10.1007/s11069-018-3202-4
62. Izumi, T., Shaw, R., Djalante, R., Ishiwatari, M., & Komino, T. (2019). Local involvement in disaster risk reduction in Southeast Asia. Progress in Disaster Science, 1, 100006. https://doi.org/10.1016/j.pdisas.2019.100006
63. Jain, G., Singh, C., & Malladi, T. (2019). Safety education and response teams for monsoons and heatwaves in India. Climate and Development, 11(8), 717–728. https://doi.org/10.1080/17565529.2018.1521330
64. Jha, A. K., Barenstein, J. D., Phelps, P. M., Pittet, D., & Sena, S. (2016). Soil terracing for erosion control in rural contexts. Land Use Policy, 54, 456–465. https://doi.org/10.1016/j.landusepol.2016.03.001
65. Johnson, L., & Roberts, M. (2020). Supplier adaptability in unpredictable supply chain environments. Transportation Research Part E: Logistics and Transportation Review, 136, 101922. https://doi.org/10.1016/j.tre.2020.101922
66. Johnson, M., & Lee, T. (2021). Proactive supply chain strategies: Mitigating risks and ensuring inventory stability. International Journal of Operations & Production Management, 41(5), 678–695. https://doi.org/10.1108/IJOPM-10-2020-0678
67. Johnson, T., & Lee, M. (2021). Enhancing order fulfillment accuracy in modern supply chains. Annals of Operations Research, 305(2), 567–590. https://doi.org/10.1007/s10479-021-04166-3
68. Jordan, E., & Javernick-Will, A. (2016). Community recovery metrics for post-disaster restoration. Journal of Infrastructure Systems, 22(4), 04016023. https://doi.org/10.1061/(ASCE)IS.1943-555X.0000310
69. Jovita, H., Nashir, H., & Handayani, D. (2019). Local governance for social resilience in landslide-prone areas. Jàmbá: Journal of Disaster Risk Studies, 11(1), a665. https://doi.org/10.4102/jamba.v11i1.665
70. Kafle, S. K., Murshed, Z., & Khanal, N. R. (2017). Landslide mitigation and emergency response training for resilience in Nepal. Natural Hazards, 87(3), 1559–1577. https://doi.org/10.1007/s11069-017-2837-8
71. Kar, B., Liu, S. B., & Cochran, D. M. (2016). Community-based response teams for hurricane preparedness. Natural Hazards Review, 17(4), 04016018. https://doi.org/10.1061/(ASCE)NH.1527-6988.0000227
72. Kato, M., Saito, M., & Sato, T. (2019). Community networks for emergency planning and public safety in rural Japan. Journal of Rural Studies, 68, 148–157. https://doi.org/10.1016/j.jrurstud.2019.03.006
73. Keating, A., Campbell, K., Mechler, R., Magnuszewski, P., Mochizuki, J., Liu, W., Szoenyi, M., & McQuistan, C. (2017). Cooperatives for collective recovery in disaster resilience. Global Environmental Change, 45, 14–24. https://doi.org/10.1016/j.gloenvcha.2017.05.001
74. Kelman, I., Mercer, J., & Gaillard, J. C. (2019). Integrated land-sea management for island disaster resilience. Sustainability, 11(10), 2938. https://doi.org/10.3390/su11102938
75. Khalili, S., Harre, M., & Morley, P. (2017). Automated evaluation systems for infrastructure resilience. Reliability Engineering & System Safety, 167, 378–386. https://doi.org/10.1016/j.ress.2017.06.013
76. Khan, M. A., Islam, M. R., & Mia, M. Y. (2019). Community-based water resource management for drought resilience. Water Resources Management, 33(8), 2927–2941. https://doi.org/10.1007/s11269-019-02273-2
77. Koirala, J., Basnyat, B., & Chen, Y. (2016). Traditional knowledge in landslide and flood risk identification. Natural Hazards, 84(3), 1889–1905. https://doi.org/10.1007/s11069-016-2522-3
78. Kumar, S., Raizada, A., Biswas, H., & Mondal, B. (2019). Community observation for drought preparedness in rural contexts. Agricultural Water Management, 225, 105753. https://doi.org/10.1016/j.agwat.2019.105753
79. Laerd Statistics. (2023). Pearson product-moment correlation. https://statistics.laerd.com/statistical-guides/pearson-correlation-coefficient-statistical-guide.php
80. Lagmay, A. M. F., Racoma, B. A., Aracan, K. A., Alconis-Ayco, J., & Saddi, I. L. (2017). Project NOAH: GIS and satellite-based disaster risk assessment. Frontiers in Earth Science, 5, 74. https://doi.org/10.3389/feart.2017.00074
81. Lassa, J. A., Sagala, S., & Suryahadi, A. (2016). Citizen monitoring for cyclone preparedness. International Journal of Disaster Risk Reduction, 17, 18–27. https://doi.org/10.1016/j.ijdrr.2016.03.006
82. Lavigne, F., Morin, J., Mei, E. T. W., & Calder, E. S. (2018). Preparedness initiatives for volcanic hazard response. Journal of Volcanology and Geothermal Research, 356, 74–85. https://doi.org/10.1016/j.jvolgeores.2018.02.017
83. Lin, T., Liu, X., & Song, J. (2017). Community-based flood risk mobilization. Water Resources Management, 31(13), 4127–4140. https://doi.org/10.1007/s11269-017-1732-8
84. Malalgoda, C., Amaratunga, D., & Haigh, R. (2016). Temporary shelters and permanent housing for post-disaster recovery. International Journal of Disaster Resilience in the Built Environment, 7(5), 455–468. https://doi.org/10.1108/IJDRBE-04-2015-0019
85. Mannakkara, S., & Wilkinson, S. (2016). Build back better principles for post-disaster recovery. Disaster Prevention and Management, 25(5), 657–672. https://doi.org/10.1108/DPM-04-2016-0078
86. Manyena, B., Machingura, F., & O’Keefe, P. (2019). Building codes and inspection frameworks for infrastructure safety. Disasters, 43(S3), S258–S278. https://doi.org/10.1111/disa.12344
87. Mardiah, A. N. R., Lovett, J. C., & Evanty, N. (2018). Participatory workshops for multi-hazard detection. International Journal of Disaster Risk Reduction, 31, 983–992. https://doi.org/10.1016/j.ijdrr.2018.07.013
88. Mashi, S. A., Obaro, A. O., & Inkani, A. I. (2019). Community-based monitoring for flood preparedness. Journal of Environmental Planning and Management, 62(10), 1738–1756. https://doi.org/10.1080/09640568.2018.1512474
89. Maskrey, A. (2016). Community ownership for public safety in multi-hazard contexts. International Journal of Disaster Risk Reduction, 19, 228–236. https://doi.org/10.1016/j.ijdrr.2016.08.008
90. Maskrey, A., Jain, G., & Lavell, A. (2017). Community-based disaster risk management for proactive safety culture. Global Environmental Change, 47, 148–158. https://doi.org/10.1016/j.gloenvcha.2017.09.008
91. Matin, M. A., Islam, M. M., & Amin, M. A. (2017). Local risk assessment for flood exacerbation in riverine areas. Water Resources Management, 31(9), 2763–2777. https://doi.org/10.1007/s11269-017-1660-7
92. Mazzucato, M., & Penna, C. C. R. (2016). State investment banks for resilient recovery. Journal of Economic Policy Reform, 19(3), 256–271. https://doi.org/10.1080/17487870.2016.1188113
93. McLennan, B. J., Whittaker, J., & Handmer, J. (2019). Community involvement in bushfire preparedness. Australian Journal of Emergency Management, 34(3), 52–58.
94. Mizutori, M., Below, R., & McClean, D. (2018). Community networks for situational awareness in multi-hazard contexts. International Journal of Disaster Risk Reduction, 31, 1047–1055. https://doi.org/10.1016/j.ijdrr.2018.07.017
95. Mulyana, W., Dodon, Yulianto, E., & Nainggolan, R. (2017). Early warning systems and community drills for flood preparedness. Journal of Disaster Research, 12(4), 692–701. https://doi.org/10.20965/jdr.2017.p0692
96. Mulyani, M., Wilkinson, S., & O’Rourke, T. D. (2016). Continuity of critical utilities for disaster resilience. Journal of Infrastructure Systems, 22(4), 04016024. https://doi.org/10.1061/(ASCE)IS.1943-555X.0000311
97. Mulyasari, F., Inoue, S., & Prashar, S. (2016). Warning systems and evacuation drills for volcanic public safety. Journal of Volcanology and Geothermal Research, 324, 135–143. https://doi.org/10.1016/j.jvolgeores.2016.05.010
98. Naja, M. K., & Baytiyeh, H. (2017). Safer schools for community recovery in disaster-prone areas. International Journal of Disaster Risk Reduction, 23, 195–203. https://doi.org/10.1016/j.ijdrr.2017.05.007
99. Nguyen, L. H., Tran, T. T., & Hoang, T. T. (2017). Early warning systems and safety drills for typhoon resilience in Vietnam. Natural Hazards, 88(3), 1663–1680. https://doi.org/10.1007/s11069-017-2933-9
100. Nirupama, N., Maula, A., & Weerasinghe, T. (2018). Coordinated planning for disaster responsiveness. Natural Hazards, 93(3), 1291–1307. https://doi.org/10.1007/s11069-018-3354-2
101. Okada, T., Haynes, K., & Bird, D. (2017). Neighborhood watch and preparedness programs for tsunami and typhoon resilience. International Journal of Disaster Risk Reduction, 24, 245–255. https://doi.org/10.1016/j.ijdrr.2017.06.004
102. Oktari, R. S., Shiwaku, K., Munadi, K., & Shaw, R. (2018). Participatory models for tsunami preparedness. International Journal of Disaster Risk Reduction, 29, 54–63. https://doi.org/10.1016/j.ijdrr.2017.10.004
103. Olshansky, R. B., Hopkins, L. D., & Johnson, L. A. (2016). Pre-disaster recovery planning for faster recovery. Journal of the American Planning Association, 82(4), 346–360. https://doi.org/10.1080/01944363.2016.1210582
104. Omda, E., & Sergent, S. R. (2023). Standard deviation. In StatPearls. StatPearls Publishing. https://www.ncbi.nlm.nih.gov/books/NBK557841/
105. Opdyke, A., Javernick-Will, A., & Koschmann, M. (2017). Multi-hazard resilient designs for infrastructure safety. Journal of Infrastructure Systems, 23(4), 04017023. https://doi.org/10.1061/(ASCE)IS.1943-555X.0000380
106. Osti, R., & Nakasu, T. (2016). Participatory flood risk mapping for enhanced response capability. Journal of Flood Risk Management, 9(4), 356–367. https://doi.org/10.1111/jfr3.12187
107. Pal, I., Ghosh, T., & Ghosh, C. (2018). Inspection frameworks for infrastructure safety governance. Progress in Disaster Science, 1, 100007. https://doi.org/10.1016/j.pdisas.2019.100007
108. Patel, S., & Gupta, R. (2022). Customization in order fulfillment: Strategies for enhancing customer satisfaction. Journal of Business & Industrial Marketing, 37(5), 689–704. https://doi.org/10.1108/JBIM-09-2021-0396
109. Pathirage, C., Seneviratne, K., Amaratunga, D., & Haigh, R. (2018). Local assessments for landslide risk reduction. International Journal of Disaster Resilience in the Built Environment, 9(4/5), 374–386. https://doi.org/10.1108/IJDRBE-11-2017-0062
110. Paton, D., Johnston, D., Mamula-Seadon, L., & Kenney, C. M. (2017). Social ties and pre-planning for disaster recovery. Natural Hazards, 87(3), 1587–1604. https://doi.org/10.1007/s11069-017-2838-7
111. Pelling, M., Fraser, A., & Maru, N. (2018). Retrofitting urban infrastructure for resilience. Urban Studies, 55(14), 3123–3140. https://doi.org/10.1177/0042098017749478
112. Perez, R. T., Espinueva, S. R., & Hernando, H. J. (2018). Community-based hazard mapping for typhoon risk management. Journal of Disaster Research, 13(4), 632–641. https://doi.org/10.20965/jdr.2018.p0632
113. Phan, L. T., Tran, T. M., & Nguyen, T. T. (2019). Local climate information for community-based risk identification. Climate Risk Management, 25, 100192. https://doi.org/10.1016/j.crm.2019.100192
114. Pomeroy, R., Ratner, B. D., Hall, S. J., Pimoljinda, J., & Vivekanandan, V. (2016). Tourism and aquaculture for economic resilience in coastal areas. Marine Policy, 66, 134–140. https://doi.org/10.1016/j.marpol.2016.01.018
115. Prieto, J., Malagón, R., Gómez, J., & León, C. (2018). Citizen science and digital platforms for urban flood monitoring. Environmental Modelling & Software, 109, 381–391. https://doi.org/10.1016/j.envsoft.2018.07.018
116. Pyles, L., Svistova, J., & Ahn, S. (2018). Community participation in recovery planning for resilience. Community Development Journal, 53(4), 645–662. https://doi.org/10.1093/cdj/bsx028
117. Rahayu, H. P., Wibirama, S., & Santosa, P. I. (2016). Community weather watching for storm surge response. Journal of Disaster Research, 11(5), 937–945. https://doi.org/10.20965/jdr.2016.p0937
118. Rahmayati, Y., Parnell, M., & Himmayani, A. (2017). Mangrove restoration for coastal resilience. Ocean & Coastal Management, 146, 54–63. https://doi.org/10.1016/j.ocecoaman.2017.06.004
119. Ranganathan, P., & Aggarwal, R. (2018). Study designs: Part 1 – An overview and classification. Perspectives in Clinical Research, 9(4), 184–186. https://doi.org/10.4103/picr.PICR_124_18
120. Rodriguez-Oreggia, E., de la Fuente, A., de la Torre, R., & Moreno, H. (2018). Infrastructure recovery for economic stability post-disaster. World Development, 101, 150–162. https://doi.org/10.1016/j.worlddev.2017.08.007
121. Ruszczyk, H. A., Upadhyay, B. K., & Robinson, T. (2018). Community-driven workshops for earthquake preparedness. Natural Hazards, 94(3), 1159–1176. https://doi.org/10.1007/s11069-018-3460-1
122. Saja, A. M. A., Goonetilleke, A., Teo, M., & Ziyath, A. M. (2018). Training and hazard mitigation for cyclone and landslide resilience. International Journal of Disaster Risk Reduction, 31, 1170–1179. https://doi.org/10.1016/j.ijdrr.2018.08.005
123. Santos, R. E., Cadag, J. R. D., & Gaillard, J. C. (2016). Participatory hazard identification for flood and earthquake risks. International Journal of Disaster Risk Reduction, 19, 180–189. https://doi.org/10.1016/j.ijdrr.2016.08.006
124. Satterfield, T., McLennan, B., & Whittaker, J. (2016). Scenario planning for multi-hazard resilience. Environmental Hazards, 15(3), 210–225. https://doi.org/10.1080/17477891.2016.1175308
125. Sawada, Y., & Nakata, H. (2016). Informal financial safety nets for disaster resilience. Journal of Development Economics, 123, 92–104. https://doi.org/10.1016/j.jdeveco.2016.07.002
126. Scolobig, A., Prior, T., Schröter, D., Jörin, J., & Patt, A. (2017). Participatory workshops for flood and landslide risk awareness. Natural Hazards, 88(3), 1673–1692. https://doi.org/10.1007/s11069-017-2934-8
127. Seneviratne, K., Amaratunga, D., Haigh, R., & Pathirage, C. (2017). Localized alerts and river gauges for flood preparedness. International Journal of Disaster Resilience in the Built Environment, 8(4), 375–389. https://doi.org/10.1108/IJDRBE-10-2016-0042
128. Shaw, R., Mallick, F., & Islam, A. (2017). Urban recovery strategies for post-typhoon resilience. International Journal of Disaster Risk Reduction, 23, 155–164. https://doi.org/10.1016/j.ijdrr.2017.04.009
129. Singh, C., Jain, G., Sukhwani, V., & Shaw, R. (2019). Early warning systems and mutual aid groups for monsoon and heatwave resilience. Climate and Development, 11(8), 685–697. https://doi.org/10.1080/17565529.2018.1521329
130. Sinha, S., Jha, S., & Sarma, M. (2019). Communication tools for cyclone emergency response. Natural Hazards, 95(3), 683–699. https://doi.org/10.1007/s11069-018-3515-3
131. Smith, A., & Johnson, B. (2023). Advanced forecasting techniques in supply chain demand planning. International Journal of Production Research, 61(14), 2890–2905. https://doi.org/10.1080/00207543.2023.2114367
132. Smith, J., & Brown, K. (2022). Ethical sourcing in global supply chains: Challenges and best practices. Journal of Business Ethics, 175(2), 345–360. https://doi.org/10.1177/14705931221096567
133. Smith, J., & Patel, R. (2021). Integration of online and offline order fulfillment in modern supply chains. Journal of Business Logistics, 42(3), 456–472. https://doi.org/10.1111/jbl.12345
134. Smith, R., Johnson, T., & Lee, M. (2022). Enhancing supplier relationships through after-sales support: A strategic approach. Journal of Supply Chain Management, 58(4), 345–360. https://doi.org/10.1002/jscm.12234
135. Spialek, M. L., & Houston, J. B. (2018). Digital networks for community coordination in disaster response. Journal of Contingencies and Crisis Management, 26(4), 512–520. https://doi.org/10.1111/1468-5973.12225
136. Suppasri, A., Shuto, N., Imamura, F., Koshimura, S., Mas, E., & Yalciner, A. C. (2017). Local knowledge and tide gauges for tsunami preparedness. Pure and Applied Geophysics, 174(3), 1107–1124. https://doi.org/10.1007/s00024-016-1418-8
137. Sykes, A. O., Schonberger, M., & Wickelgren, A. (2016). Measures of central tendency. In Encyclopedia of Statistical Sciences. Wiley. https://doi.org/10.1002/0471667196.ess7170
138. Thapa, R., Rijal, S., & Bhattarai, S. (2017). Safety training and hazard mapping for earthquake and flood resilience in the Himalayan region. Natural Hazards, 89(3), 1169–1186. https://doi.org/10.1007/s11069-017-3015-8
139. Thompson, R., & Nguyen, L. (2022). Route optimization strategies in supply chain logistics: Enhancing efficiency and reducing delays. Journal of Supply Chain Management, 58(3), 312–328. https://doi.org/10.1017/jscm.2022.9
140. Tierney, K. (2019). Social capital and post-hurricane recovery. Disasters, 43(S3), S279–S299. https://doi.org/10.1111/disa.12345
141. Tran, T. A., Nguyen, T. H., & Vo, T. T. (2016). Adaptable local preparedness approaches for flood response. Journal of Flood Risk Management, 9(4), 368–378. https://doi.org/10.1111/jfr3.12188
142. Tuladhar, G., Yatabe, R., Dahal, R. K., & Bhandary, N. P. (2019). Community engagement for seismic risk management. Natural Hazards, 96(3), 1187–1204. https://doi.org/10.1007/s11069-019-03603-6
143. Vahanvati, M., Mulligan, M., & Pezzica, C. (2017). Participatory approaches for cyclone risk appraisal. International Journal of Disaster Risk Reduction, 24, 375–384. https://doi.org/10.1016/j.ijdrr.2017.07.002
144. Walch, C. (2018). Governance-supported initiatives for community resilience in multi-hazard contexts. Global Environmental Change, 49, 137–146. https://doi.org/10.1016/j.gloenvcha.2018.02.002
145. Wamsler, C., Brink, E., & Rivera, C. (2016). Observed hazard participant mapping for urban resilience. Sustainability, 8(3), 207. https://doi.org/10.3390/su8030207
146. Wilkinson, S., Chang-Richards, A. Y., & Rotimi, J. O. B. (2016). Critical utilities for community resilience. Natural Hazards Review, 17(4), 04016019. https://doi.org/10.1061/(ASCE)NH.1527-6988.0000228
147. Williams, B., & Carter, S. (2023). Supplier resilience strategies in mitigating delivery delays. International Journal of Logistics Management, 34(1), 215–230. https://doi.org/10.1108/IJLM-10-2022-0364
148. Zubir, S. S., Amirrol, H., & Adnan, A. (2017). Community-involved monitoring for seismic preparedness. Journal of Earthquake Engineering, 21(8), 1327–1344. https://doi.org/10.1080/13632469.2016.1217804