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Determining Factors Affecting the Protective Behavior of Filipinos in Urban Areas for Natural Calamities Using an Integration of Protection Motivation Theory, Theory of Planned Behavior, and Ergonomic Appraisal: A Sustainable Disaster Preparedness Approach

Author

Listed:
  • Ma. Janice J. Gumasing

    (School of Industrial Engineering and Engineering Management, Mapúa University, 658 Muralla St., Intramuros, Manila 1002, Philippines)

  • Ma. Daniella M. Sobrevilla

    (School of Industrial Engineering and Engineering Management, Mapúa University, 658 Muralla St., Intramuros, Manila 1002, Philippines)

Abstract

The Philippines is considered one of the most vulnerable and susceptible countries to the effects of natural disasters due to its location. Therefore, the country needs to be resilient to the natural calamities it faces yearly. The research aimed to determine the factors that affect the protective behavior of Filipinos during natural disasters by integrating protective motivation theory, the theory of planned behaviors, and ergonomic appraisals, and by adding variables such as knowledge and geographical perspectives. PLS-SEM was used to determine the significant factors that affect protective behavior. A questionnaire was developed and distributed to 302 Filipinos in the Philippines through a digital survey using Google forms. The analysis showed that the intention to prepare is the most significant factor affecting their protective behavior, followed by macro and physical ergonomics. Aside from this, attitudes, perceived severity, self-efficacy, response efficacy, response cost, and subjective norms were found to influence their intention to prepare significantly. Furthermore, understanding natural calamities significantly influences an individual’s perceived severity. However, the geographical perspective, perceived vulnerability, perceived behavioral control, and cognitive ergonomics were found to have an insignificant influence on protective behavior for natural calamities. The study findings could be used as a basis for household units or the national government to build disaster management plans and resilience programs. Aside from this, it can also be used by researchers as a basis for exploring other areas that may affect the protective behavior of individuals to prepare for natural calamities worldwide.

Suggested Citation

  • Ma. Janice J. Gumasing & Ma. Daniella M. Sobrevilla, 2023. "Determining Factors Affecting the Protective Behavior of Filipinos in Urban Areas for Natural Calamities Using an Integration of Protection Motivation Theory, Theory of Planned Behavior, and Ergonomic," Sustainability, MDPI, vol. 15(8), pages 1-31, April.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:8:p:6427-:d:1119887
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    1. Jun Wen & Chun-Ping Chang, 2015. "Government ideology and the natural disasters: a global investigation," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 78(3), pages 1481-1490, September.
    2. Laurie Pearce, 2003. "Disaster Management and Community Planning, and Public Participation: How to Achieve Sustainable Hazard Mitigation," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 28(2), pages 211-228, March.
    3. Torsten Grothmann & Fritz Reusswig, 2006. "People at Risk of Flooding: Why Some Residents Take Precautionary Action While Others Do Not," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 38(1), pages 101-120, May.
    4. Jing Tan & Li Peng & Shili Guo, 2020. "Measuring Household Resilience in Hazard-Prone Mountain Areas: A Capacity-Based Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 152(3), pages 1153-1176, December.
    5. Elizabeth A. Newnham & Satchit Balsari & Rex Pui Kin Lam & Shraddha Kashyap & Phuong Pham & Emily Y. Y. Chan & Kaylie Patrick & Jennifer Leaning, 2017. "Self-efficacy and barriers to disaster evacuation in Hong Kong," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 62(9), pages 1051-1058, December.
    6. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    7. K. Warner & M. Hamza & A. Oliver-Smith & F. Renaud & A. Julca, 2010. "Climate change, environmental degradation and migration," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 55(3), pages 689-715, December.
    8. Ma. Janice J. Gumasing & Yogi Tri Prasetyo & Ardvin Kester S. Ong & Reny Nadlifatin & Satria Fadil Persada, 2022. "Determining Factors Affecting the Perceived Preparedness of Super Typhoon: Three Broad Domains of Ergonomics Approach," Sustainability, MDPI, vol. 14(19), pages 1-29, September.
    9. Anastasia Mortimer & Iftekhar Ahmed & Thomas Johnson & Liyaning Tang & Margaret Alston, 2023. "Localizing Sustainable Development Goal 13 on Climate Action to Build Local Resilience to Floods in the Hunter Valley: A Literature Review," Sustainability, MDPI, vol. 15(6), pages 1-17, March.
    10. Jing-Shia Tang & Jui-Ying Feng, 2018. "Residents’ Disaster Preparedness after the Meinong Taiwan Earthquake: A Test of Protection Motivation Theory," IJERPH, MDPI, vol. 15(7), pages 1-12, July.
    11. Xiaojun Zhang & Fanfan Wang & Changwen Zhu & Zhiqiang Wang, 2019. "Willingness to Self-Isolate When Facing a Pandemic Risk: Model, Empirical Test, and Policy Recommendations," IJERPH, MDPI, vol. 17(1), pages 1-15, December.
    12. The Anh Luu & An Thinh Nguyen & Quoc Anh Trinh & Van Tuan Pham & Ba Bien Le & Duc Thanh Nguyen & Quoc Nam Hoang & Ha T.T. Pham & The Kien Nguyen & Van Nang Luu & Luc Hens, 2019. "Farmers’ Intention to Climate Change Adaptation in Agriculture in the Red River Delta Biosphere Reserve (Vietnam): A Combination of Structural Equation Modeling (SEM) and Protection Motivation Theory ," Sustainability, MDPI, vol. 11(10), pages 1-17, May.
    13. Umer Zaman & Hasan Zahid & Muzafar Shah Habibullah & Badariah Haji Din, 2021. "Adoption of Big Data Analytics (BDA) Technologies in Disaster Management: A Decomposed Theory of Planned Behavior (DTPB) Approach," Cogent Business & Management, Taylor & Francis Journals, vol. 8(1), pages 1880253-188, January.
    14. Sophie-Bo Heinkel & Benni Thiebes & Zin Mar Than & Toe Aung & Tin Tin Kyi & Win Lei Mar & Saw Sandar Oo & Christian Miller & Marlene Willkomm & Win Maung & Zin Nwe Myint & Khin Khin Soe & Regine Spohn, 2022. "Disaster preparedness and resilience at household level in Yangon, Myanmar," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 112(2), pages 1273-1294, June.
    15. Mahed-Ul-Islam Choudhury & M. Salim Uddin & C. Emdad Haque, 2019. "“Nature brings us extreme events, some people cause us prolonged sufferings”: the role of good governance in building community resilience to natural disasters in Bangladesh," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 62(10), pages 1761-1781, August.
    16. Gerald Potutan & Masaru Arakida, 2021. "Evolving Disaster Response Practices during COVID-19 Pandemic," IJERPH, MDPI, vol. 18(6), pages 1-11, March.
    17. Eduardo Rodriguez-Oreggia & Alejandro De La Fuente & Rodolfo De La Torre & Hector A. Moreno, 2013. "Natural Disasters, Human Development and Poverty at the Municipal Level in Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 49(3), pages 442-455, March.
    18. Johar, Meliyanni & Johnston, David W. & Shields, Michael A. & Siminski, Peter & Stavrunova, Olena, 2022. "The economic impacts of direct natural disaster exposure," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 26-39.
    19. Shahid Hussain & Zhu Fangwei & Ahmed Faisal Siddiqi & Zaigham Ali & Muhammad Salman Shabbir, 2018. "Structural Equation Model for Evaluating Factors Affecting Quality of Social Infrastructure Projects," Sustainability, MDPI, vol. 10(5), pages 1-25, May.
    20. Kunreuther, Howard C. & Michel-Kerjan, Erwann O., 2011. "At War with the Weather: Managing Large-Scale Risks in a New Era of Catastrophes," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262516543, April.
    21. Yang, Hongbo & Dietz, Thomas & Yang, Wu & Zhang, Jindong & Liu, Jianguo, 2018. "Changes in Human Well-being and Rural Livelihoods Under Natural Disasters," Ecological Economics, Elsevier, vol. 151(C), pages 184-194.
    22. Philipp Babcicky & Sebastian Seebauer, 2019. "Unpacking Protection Motivation Theory: evidence for a separate protective and non-protective route in private flood mitigation behavior," Journal of Risk Research, Taylor & Francis Journals, vol. 22(12), pages 1503-1521, December.
    23. Ahmadreza Shirvani Dastgerdi & Reza Kheyroddin, 2022. "Policy Recommendations for Integrating Resilience into the Management of Cultural Landscapes," Sustainability, MDPI, vol. 14(14), pages 1-17, July.
    24. Dingde Xu & Wenfeng Zhou & Xin Deng & Zhixing Ma & Zhuolin Yong & Cheng Qin, 2020. "Information credibility, disaster risk perception and evacuation willingness of rural households in China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 103(3), pages 2865-2882, September.
    25. Rex Aurelius C. Robielos & Chiuhsiang Joe Lin & Delia B. Senoro & Froilan P. Ney, 2020. "Development of Vulnerability Assessment Framework for Disaster Risk Reduction at Three Levels of Geopolitical Units in the Philippines," Sustainability, MDPI, vol. 12(21), pages 1-27, October.
    26. W J Wouter Botzen & Olivier Deschenes & Mark Sanders, 2019. "The Economic Impacts of Natural Disasters: A Review of Models and Empirical Studies," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 13(2), pages 167-188.
    27. Poonyawat Kusonwattana & Ardvin Kester S. Ong & Yogi Tri Prasetyo & Klint Allen Mariñas & Nattakit Yuduang & Thanatorn Chuenyindee & Kriengkrai Thana & Satria Fadil Persada & Reny Nadlifatin & Kirstie, 2022. "Predicting Factors Affecting the Intention to Prepare for Mitigation of Man-Made Fire Disasters in Chonburi Province, Thailand: An Integration of Structural Equation Modeling and Artificial Neural Net," Sustainability, MDPI, vol. 14(22), pages 1-21, November.
    28. Ziyi Wang & Ziqiang Han & Lin Liu & Shaobin Yu, 2021. "Place Attachment and Household Disaster Preparedness: Examining the Mediation Role of Self-Efficacy," IJERPH, MDPI, vol. 18(11), pages 1-13, May.
    29. Ngawang Chhogyel & Lalit Kumar & Yadunath Bajgai, 2020. "Consequences of Climate Change Impacts and Incidences of Extreme Weather Events in Relation to Crop Production in Bhutan," Sustainability, MDPI, vol. 12(10), pages 1-18, May.
    30. Michael K. Lindell & Ronald W. Perry, 2012. "The Protective Action Decision Model: Theoretical Modifications and Additional Evidence," Risk Analysis, John Wiley & Sons, vol. 32(4), pages 616-632, April.
    31. Leanne Seeliger & Ivan Turok, 2013. "Towards Sustainable Cities: Extending Resilience with Insights from Vulnerability and Transition Theory," Sustainability, MDPI, vol. 5(5), pages 1-21, May.
    32. Dash, Ganesh & Paul, Justin, 2021. "CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    33. Necmi K. Avkiran & Christian M. Ringle (ed.), 2018. "Partial Least Squares Structural Equation Modeling," International Series in Operations Research and Management Science, Springer, number 978-3-319-71691-6, March.
    34. Michal Titko & Jozef Ristvej, 2020. "Assessing Importance of Disaster Preparedness Factors for Sustainable Disaster Risk Management: The Case of the Slovak Republic," Sustainability, MDPI, vol. 12(21), pages 1-20, November.
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