IDEAS home Printed from https://ideas.repec.org/a/spr/lsprsc/v16y2023i1d10.1007_s12076-023-00351-x.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12076-023-00351-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s12076-023-00351-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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. Lindenberg, Siegwart, 2001. "Intrinsic Motivation in a New Light," Kyklos, Wiley Blackwell, vol. 54(2-3), pages 317-342.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kourtit, Karima & Nijkamp, Peter & Banica, Alexandru, 2023. "An analysis of natural disasters’ effects – A global comparative study of ‘Blessing in Disguise’," Socio-Economic Planning Sciences, Elsevier, vol. 88(C).
    2. Johan Graafland, 2020. "Competition in technology and innovation, motivation crowding, and environmental policy," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(1), pages 137-145, January.
    3. Gauguier, Jean-Jacques, 2009. "L’industrialisation de l’Open Source," Economics Thesis from University Paris Dauphine, Paris Dauphine University, number 123456789/4388 edited by Toledano, Joëlle.
    4. Puiu Andreea-Ionela, 2020. "Motivations of Young Consumers to Participate to Collaborative Consumption," Journal of Social and Economic Statistics, Sciendo, vol. 9(2), pages 43-55, December.
    5. Kumar, Shantanu & Mehany, Mohammed S.Hashem M., 2022. "A standardized framework for quantitative assessment of cities’ socioeconomic resilience and its improvement measures," Socio-Economic Planning Sciences, Elsevier, vol. 79(C).
    6. Andreu, Rafael & Riverola, Josep & Rosanas, Josep M. & de Santiago, Rafael, 2012. "Capability building and learning: An emergent behavior approach," IESE Research Papers D/952, IESE Business School.
    7. Osterloh, Margit & Rota, Sandra, 2007. "Open source software development--Just another case of collective invention?," Research Policy, Elsevier, vol. 36(2), pages 157-171, March.
    8. Johannes Huinink & Martin Kohli, 2014. "A life-course approach to fertility," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 30(45), pages 1293-1326.
    9. Lorenzo Carrera & Gabriele Standardi & Francesco Bosello & Jaroslav Mysiak, 2014. "Assessing Direct and Indirect Economic Impacts of a Flood Event Through the Integration of Spatial and Computable General Equilibrium Modelling," Working Papers 2014.82, Fondazione Eni Enrico Mattei.
    10. Holger Lengfeld & Jessica Ordemann, 2016. "The long shadow of occupation: Volunteering in retirement," Rationality and Society, , vol. 28(1), pages 3-23, February.
    11. Andreas P. Kyriacou, 2010. "Intrinsic Motivation and the Logic of Collective Action: The Impact of Selective Incentives," American Journal of Economics and Sociology, Wiley Blackwell, vol. 69(2), pages 823-839, April.
    12. Margit Osterloh & Sandra Rota, 2005. "Open Source software development ? just another case of collective invention?," CREMA Working Paper Series 2005-08, Center for Research in Economics, Management and the Arts (CREMA).
    13. Chad M. Baum, 2013. "The Missing Link between Research and Reality: the significance of the relationship between retail format and organic food consumption," Jena Economics Research Papers 2013-049, Friedrich-Schiller-University Jena.
    14. Fischer, Caroline, 2018. "Motivated to Share Your Knowledge? Development of a scale to measure knowledge sharing motives of public employees," OSF Preprints r5xba, Center for Open Science.
    15. David Mendoza‐Tinoco & Yixin Hu & Zhao Zeng & Konstantinos J. Chalvatzis & Ning Zhang & Albert E. Steenge & Dabo Guan, 2020. "Flood Footprint Assessment: A Multiregional Case of 2009 Central European Floods," Risk Analysis, John Wiley & Sons, vol. 40(8), pages 1612-1631, August.
    16. Sicsic, Jonathan & Le Vaillant, Marc & Franc, Carine, 2012. "Intrinsic and extrinsic motivations in primary care: An explanatory study among French general practitioners," Health Policy, Elsevier, vol. 108(2), pages 140-148.
    17. Bruno Arpino & Jordi Gumà & Albert JuliÃ, 2021. "Deviations From Standard Family Histories and Subjective Wellbeing at Older Ages," Econometrics Working Papers Archive 2021_16, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti".
    18. Antoine Beretti & Charles Figuières & Gilles Grolleau, 2019. "How to turn crowding-out into crowding-in? An innovative instrument and some law-related examples," European Journal of Law and Economics, Springer, vol. 48(3), pages 417-438, December.
    19. Stanca, Luca & Bruni, Luigino & Corazzini, Luca, 2009. "Testing theories of reciprocity: Do motivations matter?," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 233-245, August.
    20. Konstantinos Pouliakas, 2010. "Pay Enough, Don't Pay Too Much or Don't Pay at All? The Impact of Bonus Intensity on Job Satisfaction," Kyklos, Wiley Blackwell, vol. 63(4), pages 597-626, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:lsprsc:v:16:y:2023:i:1:d:10.1007_s12076-023-00351-x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.