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An analysis of the socio-economic impacts of the 2021 mountain Semeru Eruption on household level using PLS-SEM

Author

Listed:
  • Deni Kusumawardani

    (Universitsas Airlangga, Campus B)

  • Yessi Rahmawati

    (Universitsas Airlangga, Campus B)

  • Mokhamad Nur Cahyadi

    (Institut Teknologi Sepuluh November)

  • Meifal Rusli

    (Universitas Andalas)

  • Ana Martina

    (Universitsas Airlangga, Campus B)

Abstract

The objective of this study is to assess the socio-economic impact of the December 2021 eruption of Mount Semeru in Lumajang, East Java, Indonesia. A field survey was conducted by using 200 valid respondents from three affected districts in the area. The PLS-SEM method (Partial Least Squares - Structural Equation Model) was used to empirically examine the effect of the Semeru eruption on socio-economic activities in the affected districts. The questionnaire, developed based on the Household Resilience concept published by Zahan (2021) and Gaisie et al. (2021), outlines the determinants of household resilience by using five and three indicators or latent variables, respectively. There are two empirical findings. The first finding demonstrates that household resilience is determined by awareness, ability, action, and ecology. The second shows that a higher level of household resilience can lead to a lower economic and social impact of the Mount Semeru eruption. To enhance household resilience, society, regional, and central governments, all of them are able to collaborate to raise awareness, disseminate information on action and ecology regarding Mount Semeru eruptions. The Regional Government and the Regional Agency for Disaster Management in Lumajang are suggested to provide better facilities and improve regulations for mitigation and evacuation.

Suggested Citation

  • Deni Kusumawardani & Yessi Rahmawati & Mokhamad Nur Cahyadi & Meifal Rusli & Ana Martina, 2023. "An analysis of the socio-economic impacts of the 2021 mountain Semeru Eruption on household level using PLS-SEM," Letters in Spatial and Resource Sciences, Springer, vol. 16(1), pages 1-23, December.
  • Handle: RePEc:spr:lsprsc:v:16:y:2023:i:1:d:10.1007_s12076-023-00351-x
    DOI: 10.1007/s12076-023-00351-x
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    1. Darine Bakkour & Geoffroy Enjolras & Jean-Claude Thouret & Robert Kast & Meif Estuning Tyas Wulan & Budi Prihatminingtyas, 2015. "The adaptive governance of natural disaster systems: Insights from the 2010 mount Merapi eruption in Indonesia," Post-Print halshs-01332649, HAL.
    2. Stephane Hallegatte & Julie Rozenberg, 2017. "Climate change through a poverty lens," Nature Climate Change, Nature, vol. 7(4), pages 250-256, April.
    3. Suhari. & Hary Yuswadi & Tatang Ary Gumanti & Syamsul Maarif, 2017. "Study on the Effectiveness of the Policy Implementation on Disaster Mitigation of Mount Semeruin Lumajang, Indonesia," Asian Journal of Social Sciences and Management Studies, Asian Online Journal Publishing Group, vol. 4(2), pages 94-99.
    4. repec:bla:kyklos:v:54:y:2001:i:2-3:p:317-42 is not listed on IDEAS
    5. Johanna Choumert-Nkolo & Anaïs Lamour & Pascale Phélinas, 2021. "The Economics of Volcanoes," Economics of Disasters and Climate Change, Springer, vol. 5(2), pages 277-299, July.
    6. Tiodora Siagian & Purhadi Purhadi & Suhartono Suhartono & Hamonangan Ritonga, 2014. "Social vulnerability to natural hazards in Indonesia: driving factors and policy implications," 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. 70(2), pages 1603-1617, January.
    7. Zhengtao Li & Henk Folmer, 2023. "Air pollution and perception-based averting behaviour in the Jinchuan mining area, China," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 70(2), pages 477-505, April.
    8. Jianjun Tang & Henk Folmer, 2016. "Latent vs. Observed Variables: Analysis of Irrigation Water Efficiency Using SEM and SUR," Journal of Agricultural Economics, Wiley Blackwell, vol. 67(1), pages 173-185, February.
    9. Bullough, Amanda & Renko, Maija, 2013. "Entrepreneurial resilience during challenging times," Business Horizons, Elsevier, vol. 56(3), pages 343-350.
    10. Siegwart Lindenberg, 2001. "Intrinsic Motivation in a New Light," Kyklos, Wiley Blackwell, vol. 54(2‐3), pages 317-342, May.
    11. P. Willroth & J. Revilla Diez & N. Arunotai, 2011. "Modelling the economic vulnerability of households in the Phang-Nga Province (Thailand) to natural disasters," 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. 58(2), pages 753-769, August.
    12. Margherita Carlucci & Rosanna Salvia & Giovanni Quaranta & Luca Salvati & Vito Imbrenda, 2022. "Official statistics, spatio-temporal dynamics and local-scale monitoring: toward integrated environmental-economic accounting for land degradation," Letters in Spatial and Resource Sciences, Springer, vol. 15(3), pages 469-491, December.
    13. Li, Zhengtao & Folmer, Henk & Xue, Jianhong, 2014. "To what extent does air pollution affect happiness? The case of the Jinchuan mining area, China," Ecological Economics, Elsevier, vol. 99(C), pages 88-99.
    14. Chhanda Ruj & Aloke Majumdar & Somnath Ghosal, 2022. "Political ecology and hydrosocial relation: a study on drought and associated migration in a semi-arid district of West Bengal, India," Letters in Spatial and Resource Sciences, Springer, vol. 15(3), pages 709-734, December.
    15. Albala-Bertrand, J. M., 1993. "Natural disaster situations and growth: A macroeconomic model for sudden disaster impacts," World Development, Elsevier, vol. 21(9), pages 1417-1434, September.
    16. Chandra Bahinipati & Unmesh Patnaik, 2015. "The damages from climatic extremes in India: do disaster-specific and generic adaptation measures matter?," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 17(1), pages 157-177, January.
    17. Jan Oosterhaven & Johannes Többen, 2017. "Wider economic impacts of heavy flooding in Germany: a non-linear programming approach," Spatial Economic Analysis, Taylor & Francis Journals, vol. 12(4), pages 404-428, October.
    18. Suhari . & Hary Yuswadi & Tatang Ary Gumanti & Syamsul Maarif, 2017. "Study on the Effectiveness of the Policy Implementation on Disaster Mitigation of Mount Semeruin Lumajang, Indonesia," Asian Journal of Social Sciences and Management Studies, Asian Online Journal Publishing Group, vol. 4(2), pages 94-99.
    19. Cinner, J.E. & McClanahan, T.R. & Wamukota, A., 2010. "Differences in livelihoods, socioeconomic characteristics, and knowledge about the sea between fishers and non-fishers living near and far from marine parks on the Kenyan coast," Marine Policy, Elsevier, vol. 34(1), pages 22-28, January.
    20. Ilan Noy & Rio Yonson, 2018. "Economic Vulnerability and Resilience to Natural Hazards: A Survey of Concepts and Measurements," Sustainability, MDPI, vol. 10(8), pages 1-16, August.
    21. Hyun Kim & David Marcouiller, 2015. "Considering disaster vulnerability and resiliency: the case of hurricane effects on tourism-based economies," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(3), pages 945-971, May.
    22. Dahles, Heidi & Susilowati, Titi Prabawa, 2015. "Business resilience in times of growth and crisis," Annals of Tourism Research, Elsevier, vol. 51(C), pages 34-50.
    23. Yasuhide Okuyama, 2007. "Economic Modeling for Disaster Impact Analysis: Past, Present, and Future," Economic Systems Research, Taylor & Francis Journals, vol. 19(2), pages 115-124.
    24. Ali, Wajahat & Abdullah, Azrai & Azam, Muhammad, 2017. "Re-visiting the environmental Kuznets curve hypothesis for Malaysia: Fresh evidence from ARDL bounds testing approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 990-1000.
    25. Marin, Giovanni & Modica, Marco & Paleari, Susanna & Zoboli, Roberto, 2021. "Assessing disaster risk by integrating natural and socio-economic dimensions: A decision-support tool," Socio-Economic Planning Sciences, Elsevier, vol. 77(C).
    26. Darine Bakkour & Geoffroy Enjolras & Jean-Claude Thouret & Robert Kast & Estuning Tyas Wulan Mei & Budi Prihatminingtyas, 2015. "The adaptive governance of natural disaster systems: Insights from the 2010 mount Merapi eruption in Indonesia," Post-Print hal-02022560, HAL.
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