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Dec 20, 2024
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Dec 21, 2024
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Abstract
This study aims to analyze the relations of social capital (“gotong royong”, the existence of sporting activities, the number of activities car-ried out by the Badan Permusyawaratan Desa) on the earthquake fol-lowed by tsunami and liquefaction disaster recovery process that oc-curred in Central Sulawesi on September, 26th 2018. By using the intensi-ty of the night light (Suomi National Polar Partnership Visible Infrared Imaging Radiometer Suite – SNPP VIIRS data) in assessing the time for recovery of economic activity and PODES 2018, a survival analysis was performed. The analysis shows that villages with higher social capital need a shorter time to reach their pre-disaster recovery. The chances of a village affected by the disaster having sports activities were 13,046 times faster than that of villages without sports activities. This research also indicates the positive role of village institutions and infrastructure in accelerating the recovery process of villages affected by disasters.
Article Details
This work is licensed under a Creative Commons Attribution 4.0 International License.
How to Cite
Wahyuni, W., & Dartanto, T. (2024). Melihat Palu-Donggala dari Angkasa: Modal Sosial dan Pemulihan Ekonomi Pascagempa. Jurnal Ekonomi Dan Statistik Indonesia, 4(2), 75-88. https://doi.org/10.11594/jesi.04.02.02
References
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All-Kamal, M. M., & Hassan, S. M. M. (2018). The link between social capital and disaster recovery: evidence from coastal communities in Bangladesh. Natural Hazards, 93(3), 1547–1564. https://doi.org/10.1007/s11069-018-3367-z
Arouri, M., Nguyen, C., & Youssef, A. Ben. (2015). Natural Disasters, Household Welfare, and Resilience: Evidence from Rural Vietnam. World Development, 70, 59–77. https://doi.org/10.1016/j.worlddev.2014.12.017
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Berke, P. R., Beatley, T., & Feagin, C. (2014). Hurricane Gilbert strikes Jamaica : Linking disaster recovery to development, (December), 37–41. https://doi.org/10.1080/08920759309362189
Chamlee-Wright, E., & Storr, V. H. (2011). Social capital as collective narratives and post-disaster community recovery. Sociological Review, 59(2), 266–282. https://doi.org/10.1111/j.1467-954X.2011.02008.x
Chang, S. E., & Rose, A. Z. (2012). Towards a Theory of Economic Recovery from Disasters. International Journal of Mass Emergencies and Disasters, 32(2), 171–181.
Chen, X., & Nordhaus, W. D. (2019). VIIRS nighttime lights in the estimation of cross-sectional and time-series GDP. Remote Sensing, 11(9), 1–11. https://doi.org/10.3390/rs11091057
Croft, T. A. (1979). The Brightness of Light on Earth at Night, Digitally Recorded by DMSP Satellite. Retrieved from https://eogdata.mines.edu/wwwdata/dmsp/document_scans/Croft_paper_August1979.pdf
D.Offe, C., & Fuchs, S. (2004). A Decline of Social Capital? The German Case. Democracies in Flux. https://doi.org/10.1093/0195150899.003.0006
Dewi, L. P. R. K., & Dartanto, T. (2018). Natural disasters and girls vulnerability: is child marriage a coping strategy of economic shocks in Indonesia? Vulnerable Children and Youth Studies. https://doi.org/10.1080/17450128.2018.1546025
Djalante, R., Garschagen, M., Thomalla, F., & Shaw, R. (2017). Disaster Risk Reduction in Indonesia. https://doi.org/10.1007/978-3-319-54466-3_17
Doerfel, M. L., Lai, C. H., & Chewning, L. V. (2010). The evolutionary role of interorganizational communication: Modeling social capital in disaster contexts. Human Communication Research, 36(2), 125–162. https://doi.org/10.1111/j.1468-2958.2010.01371.x
Dynes, R. R. (2005). Community social capital as the primary basis of resilience. University of Delaware, 1–60.
Elvidge, C. D., Baugh, K., Zhizhin, M., Hsu, F. C., & Ghosh, T. (2017). VIIRS night-time lights. International Journal of Remote Sensing, 38(21), 5860–5879. https://doi.org/10.1080/01431161.2017.1342050
French, S., Wood, L., Foster, S. A., Giles-Corti, B., Frank, L., & Learnihan, V. (2014). Sense of Community and Its Association With the Neighborhood Built Environment. Environment and Behavior, 46(6), 677–697. https://doi.org/10.1177/0013916512469098
Ghosh, T., Anderson, S. J., Elvidge, C. D., & Sutton, P. C. (2013). Using nighttime satellite imagery as a proxy measure of human well-being. Sustainability (Switzerland), 5(12), 4988–5019. https://doi.org/10.3390/su5124988
Ghosh, T., Powell, R. L., Elvidge, C. D., Baugh, K. E., Sutton, P. C., & Anderson, S. (2010). Shedding Light on the Global Distribution of Economic Activity. The Open Geography Journal, 3, 148–161.
Hawkins, R. L., & Maurer, K. (2010). Bonding, bridging and linking: How social capital operated in New Orleans following Hurricane Katrina. British Journal of Social Work, 40(6), 1777–1793. https://doi.org/10.1093/bjsw/bcp087
Henderson, B. J. V., Storeygard, A., & Weil, D. N. (2012). Measuring Economic Growth from Outer Space. American Economic Review, 102(2), 994–1028. https://doi.org/10.1257/aer.102.2.994
Henderson, V., Storeygard, A., & Weil, D. N. (2011). A Bright Idea for Measuring Economic Growth. The American Economic Review, 101(3), 194–199.
Hsueh, H. (2019). International Journal of Disaster Risk Reduction The role of household social capital in post-disaster recovery : An empirical study in Japan. International Journal of Disaster Risk Reduction, 39. https://doi.org/10.1016/j.ijdrr.2019.101199
Khasalamwa, S. (2009). Is “build back better” a response to vulnerability? Analysis of the post-tsunami humanitarian interventions in Sri Lanka. Norsk Geografisk Tidsskrift-Norwegian Journal of Geography, 63, 73–88. https://doi.org/10.1080/00291950802712152
Leyden, K. M. (2003). Social Capital and the Built Environment: The Importance of Walkable Neighborhoods. American Journal of Public Health, 93(9), 1546–1551. https://doi.org/10.2105/AJPH.93.9.1546
Lindell, M. K. (2013). Disaster studies. Current Sociology, 61(5–6), 797–825. https://doi.org/10.1177/0011392113484456
Lindell, M. K., & Prater, C. S. (2004). Assessing Community Impacts of Natural Disasters, 4(4).
Marshall, M. I., & Schrank, H. L. (2014). Small business disaster recovery: A research framework. Natural Hazards, 72(2), 597–616. https://doi.org/10.1007/s11069-013-1025-z
Mileti, D. (1999). Disasters by Design. Disasters by Design. https://doi.org/10.17226/5782
Muharja, F., & Teguh, D. (2014). Habis Bencana Terbitlah Terang: Modal Sosial dan Proses Pemulihan Tsunami Aceh 2004 Menggunakan Data Outer Space. Seminar Akademik Pembangunan Ekonomi Indonesia.
Mukherji, A. (2014). Post-Disaster Housing Recovery: The Promise and Peril of Social Capital. Journal of Civil Society, 10(2), 119–143. https://doi.org/10.1080/17448689.2014.885787
Nakagawa, Y., & Shaw, R. (2014). Social Capital : A Missing Link to Disaster Recovery. International Journal of Mass Emergencies and Disasters, 22(May), 5–34.
Portes, A. (1998). Social Capital: Its Origins and Applications in Modern Sociology. Annual Review of Sociology, 24, 1–24. https://doi.org/10.1146/annurev.soc.24.1.1
Putnam, R. D. (1993). Making democracy work: Civic traditions in modem Italy. Princeton University Press. https://doi.org/10.2307/2606285
Resosudarmo, B. P., Sugiyanto, C., & Kuncoro, A. (2012). Livelihood Recovery after Natural Disasters and the Role of Aid: The Case of the 2006 Yogyakarta Earthquake. Asian Economic Journal, 26(3), 233–259. https://doi.org/10.1111/j.1467-8381.2012.02084.x
Rubin, C. B., Saperstein, M. D., & Barbee, D. G. (1985). Community recovery from a major natural disaster. University of Colorado.
Shi, K., Huang, C., Yu, B., Yin, B., & Huang, Y. (2014). Evaluation of NPP-VIIRS night-time light composite data for extracting built-up urban areas. Remote Sensing Letters, 5(4), 358–266. https://doi.org/10.1080/2150704X.2014.905728
Vatsa, K. S. (2004). Risk, Vulnerability, and Asset-based Approach to Disaster Risk Management. International Journal of Sociology, 24(10), 1–48.
Wang, Lili, & Ganapati, N. E. (2017). Disasters and Social Capital: Exploring the Impact of Hurricane Katrina on Gulf Coast Counties. Social Science Quarterly. https://doi.org/10.1111/ssqu.12392
Wang, Luyao, Fan, H., & Wang, Y. (2018). Estimation of consumption potentiality using VIIRS night-time light data, 1–19. https://doi.org/10.1371/journal.pone.0206230
Woolcock, M., & Narayan, D. (2000). Social Capital: Implications for Development Theory, Research, and Policy. The World Bank Research Observer, 15(2), 225–249.
Yamamura, E. (2010). Effects of Interactions among Social Capital , Income and Learning from Experiences of Natural Disasters : A Case Study from Japan. Regional Studies, 44(8), 1019–1032. https://doi.org/10.1080/00343400903365144
Yu, B., Shi, K., Hu, Y., Huang, C., Chen, Z., & Wu, J. (2015). Poverty Evaluation Using NPP-VIIRS Nighttime Light Composite Data at the County Level in China, 8(3), 1217–1229.
Aldrich, D. P. (2012). Social Capital in Post Disaster Recovery: Towards a Resilient and Compassionate East Asian Community. Economic and Welfare Impacts of Disasters in East Asia and Policy Responses, (December), 157–178. https://doi.org/10.1007/978-4-431-55022-8
Aldrich, D. P. (2015). Social Capital in Post Disaster Recovery: Strong Networks and Communities Create a Resilient East Asian Community (pp. 19–34). https://doi.org/10.1007/978-4-431-55022-8
Aldrich, D. P., & Meyer, M. A. (2015). Social Capital and Community Resilience. American Behavioral Scientist, 59(2), 254–269. https://doi.org/10.1177/0002764214550299
All-Kamal, M. M., & Hassan, S. M. M. (2018). The link between social capital and disaster recovery: evidence from coastal communities in Bangladesh. Natural Hazards, 93(3), 1547–1564. https://doi.org/10.1007/s11069-018-3367-z
Arouri, M., Nguyen, C., & Youssef, A. Ben. (2015). Natural Disasters, Household Welfare, and Resilience: Evidence from Rural Vietnam. World Development, 70, 59–77. https://doi.org/10.1016/j.worlddev.2014.12.017
Badan Pusat Statisstik. (2018). Pedoman Pencacah Desa/Kelurahan Podes 2018.
Bates, D. C. (2002). Environmental Refugees? Classifying Human Migrations Caused by Environmental Change. Population and Environment, 23(5), 465–477.
Berke, P. R., Beatley, T., & Feagin, C. (2014). Hurricane Gilbert strikes Jamaica : Linking disaster recovery to development, (December), 37–41. https://doi.org/10.1080/08920759309362189
Chamlee-Wright, E., & Storr, V. H. (2011). Social capital as collective narratives and post-disaster community recovery. Sociological Review, 59(2), 266–282. https://doi.org/10.1111/j.1467-954X.2011.02008.x
Chang, S. E., & Rose, A. Z. (2012). Towards a Theory of Economic Recovery from Disasters. International Journal of Mass Emergencies and Disasters, 32(2), 171–181.
Chen, X., & Nordhaus, W. D. (2019). VIIRS nighttime lights in the estimation of cross-sectional and time-series GDP. Remote Sensing, 11(9), 1–11. https://doi.org/10.3390/rs11091057
Croft, T. A. (1979). The Brightness of Light on Earth at Night, Digitally Recorded by DMSP Satellite. Retrieved from https://eogdata.mines.edu/wwwdata/dmsp/document_scans/Croft_paper_August1979.pdf
D.Offe, C., & Fuchs, S. (2004). A Decline of Social Capital? The German Case. Democracies in Flux. https://doi.org/10.1093/0195150899.003.0006
Dewi, L. P. R. K., & Dartanto, T. (2018). Natural disasters and girls vulnerability: is child marriage a coping strategy of economic shocks in Indonesia? Vulnerable Children and Youth Studies. https://doi.org/10.1080/17450128.2018.1546025
Djalante, R., Garschagen, M., Thomalla, F., & Shaw, R. (2017). Disaster Risk Reduction in Indonesia. https://doi.org/10.1007/978-3-319-54466-3_17
Doerfel, M. L., Lai, C. H., & Chewning, L. V. (2010). The evolutionary role of interorganizational communication: Modeling social capital in disaster contexts. Human Communication Research, 36(2), 125–162. https://doi.org/10.1111/j.1468-2958.2010.01371.x
Dynes, R. R. (2005). Community social capital as the primary basis of resilience. University of Delaware, 1–60.
Elvidge, C. D., Baugh, K., Zhizhin, M., Hsu, F. C., & Ghosh, T. (2017). VIIRS night-time lights. International Journal of Remote Sensing, 38(21), 5860–5879. https://doi.org/10.1080/01431161.2017.1342050
French, S., Wood, L., Foster, S. A., Giles-Corti, B., Frank, L., & Learnihan, V. (2014). Sense of Community and Its Association With the Neighborhood Built Environment. Environment and Behavior, 46(6), 677–697. https://doi.org/10.1177/0013916512469098
Ghosh, T., Anderson, S. J., Elvidge, C. D., & Sutton, P. C. (2013). Using nighttime satellite imagery as a proxy measure of human well-being. Sustainability (Switzerland), 5(12), 4988–5019. https://doi.org/10.3390/su5124988
Ghosh, T., Powell, R. L., Elvidge, C. D., Baugh, K. E., Sutton, P. C., & Anderson, S. (2010). Shedding Light on the Global Distribution of Economic Activity. The Open Geography Journal, 3, 148–161.
Hawkins, R. L., & Maurer, K. (2010). Bonding, bridging and linking: How social capital operated in New Orleans following Hurricane Katrina. British Journal of Social Work, 40(6), 1777–1793. https://doi.org/10.1093/bjsw/bcp087
Henderson, B. J. V., Storeygard, A., & Weil, D. N. (2012). Measuring Economic Growth from Outer Space. American Economic Review, 102(2), 994–1028. https://doi.org/10.1257/aer.102.2.994
Henderson, V., Storeygard, A., & Weil, D. N. (2011). A Bright Idea for Measuring Economic Growth. The American Economic Review, 101(3), 194–199.
Hsueh, H. (2019). International Journal of Disaster Risk Reduction The role of household social capital in post-disaster recovery : An empirical study in Japan. International Journal of Disaster Risk Reduction, 39. https://doi.org/10.1016/j.ijdrr.2019.101199
Khasalamwa, S. (2009). Is “build back better” a response to vulnerability? Analysis of the post-tsunami humanitarian interventions in Sri Lanka. Norsk Geografisk Tidsskrift-Norwegian Journal of Geography, 63, 73–88. https://doi.org/10.1080/00291950802712152
Leyden, K. M. (2003). Social Capital and the Built Environment: The Importance of Walkable Neighborhoods. American Journal of Public Health, 93(9), 1546–1551. https://doi.org/10.2105/AJPH.93.9.1546
Lindell, M. K. (2013). Disaster studies. Current Sociology, 61(5–6), 797–825. https://doi.org/10.1177/0011392113484456
Lindell, M. K., & Prater, C. S. (2004). Assessing Community Impacts of Natural Disasters, 4(4).
Marshall, M. I., & Schrank, H. L. (2014). Small business disaster recovery: A research framework. Natural Hazards, 72(2), 597–616. https://doi.org/10.1007/s11069-013-1025-z
Mileti, D. (1999). Disasters by Design. Disasters by Design. https://doi.org/10.17226/5782
Muharja, F., & Teguh, D. (2014). Habis Bencana Terbitlah Terang: Modal Sosial dan Proses Pemulihan Tsunami Aceh 2004 Menggunakan Data Outer Space. Seminar Akademik Pembangunan Ekonomi Indonesia.
Mukherji, A. (2014). Post-Disaster Housing Recovery: The Promise and Peril of Social Capital. Journal of Civil Society, 10(2), 119–143. https://doi.org/10.1080/17448689.2014.885787
Nakagawa, Y., & Shaw, R. (2014). Social Capital : A Missing Link to Disaster Recovery. International Journal of Mass Emergencies and Disasters, 22(May), 5–34.
Portes, A. (1998). Social Capital: Its Origins and Applications in Modern Sociology. Annual Review of Sociology, 24, 1–24. https://doi.org/10.1146/annurev.soc.24.1.1
Putnam, R. D. (1993). Making democracy work: Civic traditions in modem Italy. Princeton University Press. https://doi.org/10.2307/2606285
Resosudarmo, B. P., Sugiyanto, C., & Kuncoro, A. (2012). Livelihood Recovery after Natural Disasters and the Role of Aid: The Case of the 2006 Yogyakarta Earthquake. Asian Economic Journal, 26(3), 233–259. https://doi.org/10.1111/j.1467-8381.2012.02084.x
Rubin, C. B., Saperstein, M. D., & Barbee, D. G. (1985). Community recovery from a major natural disaster. University of Colorado.
Shi, K., Huang, C., Yu, B., Yin, B., & Huang, Y. (2014). Evaluation of NPP-VIIRS night-time light composite data for extracting built-up urban areas. Remote Sensing Letters, 5(4), 358–266. https://doi.org/10.1080/2150704X.2014.905728
Vatsa, K. S. (2004). Risk, Vulnerability, and Asset-based Approach to Disaster Risk Management. International Journal of Sociology, 24(10), 1–48.
Wang, Lili, & Ganapati, N. E. (2017). Disasters and Social Capital: Exploring the Impact of Hurricane Katrina on Gulf Coast Counties. Social Science Quarterly. https://doi.org/10.1111/ssqu.12392
Wang, Luyao, Fan, H., & Wang, Y. (2018). Estimation of consumption potentiality using VIIRS night-time light data, 1–19. https://doi.org/10.1371/journal.pone.0206230
Woolcock, M., & Narayan, D. (2000). Social Capital: Implications for Development Theory, Research, and Policy. The World Bank Research Observer, 15(2), 225–249.
Yamamura, E. (2010). Effects of Interactions among Social Capital , Income and Learning from Experiences of Natural Disasters : A Case Study from Japan. Regional Studies, 44(8), 1019–1032. https://doi.org/10.1080/00343400903365144
Yu, B., Shi, K., Hu, Y., Huang, C., Chen, Z., & Wu, J. (2015). Poverty Evaluation Using NPP-VIIRS Nighttime Light Composite Data at the County Level in China, 8(3), 1217–1229.