This work is licensed under a Creative Commons Attribution 4.0 International License.
Using the Delphi method to develop the social-ecological resilience indicators of organic rice production in Thailand
Corresponding Author(s) : Chanidapa Sookcharoen
Forest and Society,
Vol. 6 No. 1 (2022): APRIL
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- ACT. (2020). The list of organic operators. Agriculture Certification Thailand (ACT). Retrieved from https://www.pier.or.th/wp-content/uploads/2019/12/pier_dp_122.pdf
- Allen, C. R., Angeler, D. G., Garmestani, A. S., Gunderson, L. H., & Holling, C. S. (2014). Panarchy: theory and application. Ecosystems, 17(4), 578-589. https://doi.org/10.1007/s10021-013-9744-2
- Amare, M., Jensen, N.D., Shiferaw, B., & Cisse, J.D. (2018). Rainfall shocks and agricultural productivity: Implication for rural household consumption. Agricultural Systems, 166, 79-89. https://doi.org/10.1016/j.agsy.2018.07.014
- Bene, C. (2013). Towards a Quantifiable Measure of Resilience. Special Issue: Towards a Quantifiable Measure of Resilience, 434, 1-27. https://doi.org/10.1111/j.2040-0209.2013.00434.x
- Bennett, N. J. (2010). Sustainable Livelihoods from Theory to Conservation Practice: An Extended Annotated Bibliography of Sustainable Livelihoods Approaches in Protected Areas Community Research. PAPR Working Paper Number 1. University of Victoria, Victoria, British Columbia, Canada. Available at https://dspace.library.uvic.ca/bitstream/handle/1828/4461/sustainable-livelihoods.pdf?sequence=1&isAllowed=y
- Cabell, J., & Oelofse, M. (2012). An indicator framework for assessing agroecosystem resilience. Ecology and Society, 17(1), 18. https://doi.org/10.5751/ES-04666-170118
- Caldwell, W. (2015). The agricultural system: Components, linkages, and rationale. Green Belt. Retrieved from https://d3n8a8pro7vhmx.cloudfront.net/greenbelt/pages/1402/attachments/original/1434048607/The_Agricultural_System_-_Final.pdf?1434048607
- Choundhury, M. I., Haque, C. M., & Doberstein, B. (2021). Adaptive governance and community resilience to cyclones in coastal Bangladesh: Addressing the problem of fit, social learning, and institutional collaboration. Environmental Science & Policy, 124, 580-592. https://doi.org/10.1016/j.envsci.2021.08.007
- Chuasuwan, C. (2018). Rice industry outlook, 2018–2020. Krungsri Research.
- Ciftcioglu, G. C. (2017). Assessment of the resilience of socio-ecological production landscapes and seascapes: A case study from Lefke Region of North Cyprus. Ecological Indicators, 73, 128–138. https://doi.org/10.1016/j.ecolind.2016.09.036
- Darnhofer, I. (2010). Strategies of family farms to strengthen their resilience. Environmental Policy and Governance, 20(4), 212-222. https://doi.org/10.1002/eet.547
- Dawes, J. (2008). Do data characteristics change according to the number of scale points used? An experiment using 5-point, 7-point and 10-point scales. International Journal of Market Research, 50(1), 61-104. https://doi.org/10.1177%2F147078530805000106
- Duchek, S., Raetze, S., & Scheuch, I. (2020). The role of diversity in organizational resilience: a theoretical framework. Business Research, 13, 387–423. https://doi.org/10.1007/s40685-019-0084-8
- Else, H. (2018). How Unpaywall is transforming open science. Nature, 560(7718), 290-292. https://doi.org/10.1038/d41586-018-05968-3
- FAO. (2012). Building resilience for adaptation to climate change in the agriculture sector. Proceedings of a Joint FAO/OECD Workshop. Food and Agriculture Organization of the United Nations. Retrieved from http://www.fao.org/3/i3084e/i3084e.pdf
- FAO. (2019). Country fact sheet on food and agriculture policy trends (Thailand). Food and Agriculture Organization of the United Nations. Retrieved from http://www.fao.org/3/I8683EN/i8683en.pdf
- Figueiredo, L., Honiden, T., & Schumann, A. (2018). Indicators for resilient cities. OECD Regional Development Working Papers 2018/02. OECD Publishing. https://doi.org/10.1787/6f1f6065-en
- Folke, C. (2016). Resilience (Republished). Ecology and Society, 21(4), 44. https://doi.org/10.5751/ES-09088-210444
- Folke, C., Carpenter, S., Elmqvist, T., Gunderson, L., & Walker, B. (2021). Resilience: Now more than ever. Ambio, 50, 1774–1777. https://doi.org/10.1007/s13280-020-01487-6
- Giannarou, L., & Zervas, E. (2014). Using Delphi technique to build consensus in practice. International Journal of Business Science & Applied Management (IJBSAM), 9(2), 65-82. http://hdl.handle.net/10419/190657
- Glaser, B., & Strauss, A. (2017). The Discovery of Grounded Theory: Strategies for Qualitative Research. Routledge. https://doi.org/10.4324/9780203793206
- Imperiale, A., & Vanclay, F. (2019). Command-and-control, emergency powers, and the failure to observe United Nations disaster management principles following the 2009 L'Aquila earthquake. International Journal of Disaster Risk Reduction, 36, 1-14. https://doi.org/10.1016/j.ijdrr.2019.101099
- Jasco, P. (2005). As we may search – Comparison of major features of the Web of Science, Scopus, and Google Scholar citation-based and citation-enhanced databases. Current Science, 89(9), 1537–1547. http://www.jstor.org/stable/24110924
- Jansen, K., & Vellema, S. (2011). What is Technography? NJAS: Wageningen Journal of Life Sciences, 57(3-4), 169–171. https://doi.org/10.1016/j.njas.2010.11.003
- Miles, M., Huberman, M., & Saldana, J. (2014). Qualitative Data Analysis. A method sourcebook (3rd Edition). SAGE Publications.
- NESDC. (2019). Gross Regional and Provincial Products. Retrieved from https://www.nesdc.go.th/ewt_dl_link.php?nid=5628&filename=gross_regional
- Office of National Statistic. (2020). Statistical yearbook Thailand 2020. Office of National Statistic.
- Olayide, O. E., Teteh, I. K., & Popoola, L. (2016). Differential impacts of rainfall and irrigation on agricultural production in Nigeria: Any lessons for climate-smart agriculture? Agricultural Water Management, 178, 30-36. https://doi.org/10.1016/j.agwat.2016.08.034
- Panomsak, P., & Sakdapolrak, P. (2012). Where the rain falls project. Case study: Thailand. Results from Thung Hua Chang District, Northern Thailand. United Nations University.
- Panpakdee, C. (2018). Social-ecological resilience of smallholder farmers for organic rice production in Chiang Mai Province [Doctoral dissertation]. Chiang Mai University.
- Panpakdee, C., & Limnirankul, B. (2018). Indicators for assessing social-ecological resilience: A case study of organic rice production in northern Thailand. Kasetsart Journal of Social Sciences, 39(3), 414-421. https://doi.org/10.1016/j.kjss.2017.07.003
- Panpakdee, C., & Palinthorn, F. (2021). Does the COVID-19 pandemic affect social-ecological resilience of organic rice production system in Chiang Mai Province, Thailand? Forest and Society, 5(2), 209-223. https://doi.org/10.24259/fs.v5i2.10642
- Polthanee, A. (2018). Cassava as an insurance crop in a changing climate: The changing role and potential applications of cassava for smallholder farmers in Northeastern Thailand. Forest and Society, 2(2), 121-137. https://doi.org/10.24259/fs.v2i2.4275
- Paunglad, B. (2019). Problems, Obstacles, and Approaches to Implement Organic Agriculture Policy: Case Study of Growing Organic Rice at Baan Dong Bang, Nong Bo, Ubonratchathani. NIDA Research Journal, 11(1), 1-32.
- Poungchompu, S., & Chantanop, S. (2016). Economic aspects of rice combine harvesting service for farmer in Northeast Thailand. Asian Social Science, 12(8), 201-211. https://doi.org/10.5539/ass.v12n8p201
- Quinlan, A., Blázquez, M. B., Haider, J., & Peterson, G. (2015). Measuring and assessing resilience: Broadening understanding through multiple disciplinary perspectives. Journal of Applied Ecology, 53(3), 677–687. https://doi.org/10.1111/1365-2664.12550
- Ramos, D., Pedro, A., & Paulo, A. (2016). Application of the Delphi Method for the inclusion of externalities in occupational safety and health analysis. DYNA, 83(196), 14-20. https://doi.org/10.15446/dyna.v83n196.56603
- Royal Irrigation Development. (2018). Mekong-Loei-Chee-Moon with increasing irrigated area to the real plateau benefits. Royal Irrigation Development. Retrieved from https://www.thailandplus.tv/archives/27548
- Ruiz, C. (2014). How can finance influence productivity of agricultural firms? World Bank. Retrieved from https://blogs.worldbank.org/allaboutfinance/how-can-finance-influence-productivity-agricultural-firms
- Samaraweera, U. (2020). Is resilience a unique extension rather than a rejection of neoliberalism? A critical reading of David Chandler’s writings on resilience. International Journal of Disaster Resilience in the Built Environment, 12(5), 528-539. https://doi.org/10.1108/IJDRBE-05-2020-0050
- Sangkhaphan, S., & Shu, Y. (2019). Impact of rainfall on agricultural growth in Thailand: Evidence in farming and fishing activities. Journal of Economics and Sustainable Development, 10(16), 162-174. https://doi.org/10.7176/JESD/10-16-19
- Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104, 333-339. https://doi.org/10.1016/j.jbusres.2019.07.039
- Suebpongsang P., Ekasingh, B., & Cramb, R. (2020). Commercialisation of Rice Farming in Northeast Thailand. In: Cramb R. (Eds.), White Gold: The Commercialisation of Rice Farming in the Lower Mekong Basin (pp. 39-68). Palgrave Macmillan. https://doi.org/10.1007/978-981-15-0998-8_2
- Tittonell, P. (2020). Assessing resilience and adaptability in agroecological transitions. Agricultural Systems, 184, 102862. https://doi.org/10.1016/j.agsy.2020.102862
- Uday, P., & Marais, K. (2014). Resilience-based system importance measures for system-of-systems. Procedia Computer Science, 28, 257–264. https://doi.org/10.1016/j.procs.2014.03.033
- Van Oudenhoven, F., Mijatovic, D., & Eyzaguirre, P. (2010). Social-ecological indicators of resilience in agrarian and natural landscapes. Management of Environmental Quality, 22(2), 154–173. https://doi.org/10.1108/14777831111113356
- Wulandari, C. (2021). Identifying Climate Change Adaptation Efforts in the Batutegi Forest Management Unit, Indonesia. Forest and Society, 5(1), 48-59. https://doi.org/10.24259/fs.v5i1.73
References
ACT. (2020). The list of organic operators. Agriculture Certification Thailand (ACT). Retrieved from https://www.pier.or.th/wp-content/uploads/2019/12/pier_dp_122.pdf
Allen, C. R., Angeler, D. G., Garmestani, A. S., Gunderson, L. H., & Holling, C. S. (2014). Panarchy: theory and application. Ecosystems, 17(4), 578-589. https://doi.org/10.1007/s10021-013-9744-2
Amare, M., Jensen, N.D., Shiferaw, B., & Cisse, J.D. (2018). Rainfall shocks and agricultural productivity: Implication for rural household consumption. Agricultural Systems, 166, 79-89. https://doi.org/10.1016/j.agsy.2018.07.014
Bene, C. (2013). Towards a Quantifiable Measure of Resilience. Special Issue: Towards a Quantifiable Measure of Resilience, 434, 1-27. https://doi.org/10.1111/j.2040-0209.2013.00434.x
Bennett, N. J. (2010). Sustainable Livelihoods from Theory to Conservation Practice: An Extended Annotated Bibliography of Sustainable Livelihoods Approaches in Protected Areas Community Research. PAPR Working Paper Number 1. University of Victoria, Victoria, British Columbia, Canada. Available at https://dspace.library.uvic.ca/bitstream/handle/1828/4461/sustainable-livelihoods.pdf?sequence=1&isAllowed=y
Cabell, J., & Oelofse, M. (2012). An indicator framework for assessing agroecosystem resilience. Ecology and Society, 17(1), 18. https://doi.org/10.5751/ES-04666-170118
Caldwell, W. (2015). The agricultural system: Components, linkages, and rationale. Green Belt. Retrieved from https://d3n8a8pro7vhmx.cloudfront.net/greenbelt/pages/1402/attachments/original/1434048607/The_Agricultural_System_-_Final.pdf?1434048607
Choundhury, M. I., Haque, C. M., & Doberstein, B. (2021). Adaptive governance and community resilience to cyclones in coastal Bangladesh: Addressing the problem of fit, social learning, and institutional collaboration. Environmental Science & Policy, 124, 580-592. https://doi.org/10.1016/j.envsci.2021.08.007
Chuasuwan, C. (2018). Rice industry outlook, 2018–2020. Krungsri Research.
Ciftcioglu, G. C. (2017). Assessment of the resilience of socio-ecological production landscapes and seascapes: A case study from Lefke Region of North Cyprus. Ecological Indicators, 73, 128–138. https://doi.org/10.1016/j.ecolind.2016.09.036
Darnhofer, I. (2010). Strategies of family farms to strengthen their resilience. Environmental Policy and Governance, 20(4), 212-222. https://doi.org/10.1002/eet.547
Dawes, J. (2008). Do data characteristics change according to the number of scale points used? An experiment using 5-point, 7-point and 10-point scales. International Journal of Market Research, 50(1), 61-104. https://doi.org/10.1177%2F147078530805000106
Duchek, S., Raetze, S., & Scheuch, I. (2020). The role of diversity in organizational resilience: a theoretical framework. Business Research, 13, 387–423. https://doi.org/10.1007/s40685-019-0084-8
Else, H. (2018). How Unpaywall is transforming open science. Nature, 560(7718), 290-292. https://doi.org/10.1038/d41586-018-05968-3
FAO. (2012). Building resilience for adaptation to climate change in the agriculture sector. Proceedings of a Joint FAO/OECD Workshop. Food and Agriculture Organization of the United Nations. Retrieved from http://www.fao.org/3/i3084e/i3084e.pdf
FAO. (2019). Country fact sheet on food and agriculture policy trends (Thailand). Food and Agriculture Organization of the United Nations. Retrieved from http://www.fao.org/3/I8683EN/i8683en.pdf
Figueiredo, L., Honiden, T., & Schumann, A. (2018). Indicators for resilient cities. OECD Regional Development Working Papers 2018/02. OECD Publishing. https://doi.org/10.1787/6f1f6065-en
Folke, C. (2016). Resilience (Republished). Ecology and Society, 21(4), 44. https://doi.org/10.5751/ES-09088-210444
Folke, C., Carpenter, S., Elmqvist, T., Gunderson, L., & Walker, B. (2021). Resilience: Now more than ever. Ambio, 50, 1774–1777. https://doi.org/10.1007/s13280-020-01487-6
Giannarou, L., & Zervas, E. (2014). Using Delphi technique to build consensus in practice. International Journal of Business Science & Applied Management (IJBSAM), 9(2), 65-82. http://hdl.handle.net/10419/190657
Glaser, B., & Strauss, A. (2017). The Discovery of Grounded Theory: Strategies for Qualitative Research. Routledge. https://doi.org/10.4324/9780203793206
Imperiale, A., & Vanclay, F. (2019). Command-and-control, emergency powers, and the failure to observe United Nations disaster management principles following the 2009 L'Aquila earthquake. International Journal of Disaster Risk Reduction, 36, 1-14. https://doi.org/10.1016/j.ijdrr.2019.101099
Jasco, P. (2005). As we may search – Comparison of major features of the Web of Science, Scopus, and Google Scholar citation-based and citation-enhanced databases. Current Science, 89(9), 1537–1547. http://www.jstor.org/stable/24110924
Jansen, K., & Vellema, S. (2011). What is Technography? NJAS: Wageningen Journal of Life Sciences, 57(3-4), 169–171. https://doi.org/10.1016/j.njas.2010.11.003
Miles, M., Huberman, M., & Saldana, J. (2014). Qualitative Data Analysis. A method sourcebook (3rd Edition). SAGE Publications.
NESDC. (2019). Gross Regional and Provincial Products. Retrieved from https://www.nesdc.go.th/ewt_dl_link.php?nid=5628&filename=gross_regional
Office of National Statistic. (2020). Statistical yearbook Thailand 2020. Office of National Statistic.
Olayide, O. E., Teteh, I. K., & Popoola, L. (2016). Differential impacts of rainfall and irrigation on agricultural production in Nigeria: Any lessons for climate-smart agriculture? Agricultural Water Management, 178, 30-36. https://doi.org/10.1016/j.agwat.2016.08.034
Panomsak, P., & Sakdapolrak, P. (2012). Where the rain falls project. Case study: Thailand. Results from Thung Hua Chang District, Northern Thailand. United Nations University.
Panpakdee, C. (2018). Social-ecological resilience of smallholder farmers for organic rice production in Chiang Mai Province [Doctoral dissertation]. Chiang Mai University.
Panpakdee, C., & Limnirankul, B. (2018). Indicators for assessing social-ecological resilience: A case study of organic rice production in northern Thailand. Kasetsart Journal of Social Sciences, 39(3), 414-421. https://doi.org/10.1016/j.kjss.2017.07.003
Panpakdee, C., & Palinthorn, F. (2021). Does the COVID-19 pandemic affect social-ecological resilience of organic rice production system in Chiang Mai Province, Thailand? Forest and Society, 5(2), 209-223. https://doi.org/10.24259/fs.v5i2.10642
Polthanee, A. (2018). Cassava as an insurance crop in a changing climate: The changing role and potential applications of cassava for smallholder farmers in Northeastern Thailand. Forest and Society, 2(2), 121-137. https://doi.org/10.24259/fs.v2i2.4275
Paunglad, B. (2019). Problems, Obstacles, and Approaches to Implement Organic Agriculture Policy: Case Study of Growing Organic Rice at Baan Dong Bang, Nong Bo, Ubonratchathani. NIDA Research Journal, 11(1), 1-32.
Poungchompu, S., & Chantanop, S. (2016). Economic aspects of rice combine harvesting service for farmer in Northeast Thailand. Asian Social Science, 12(8), 201-211. https://doi.org/10.5539/ass.v12n8p201
Quinlan, A., Blázquez, M. B., Haider, J., & Peterson, G. (2015). Measuring and assessing resilience: Broadening understanding through multiple disciplinary perspectives. Journal of Applied Ecology, 53(3), 677–687. https://doi.org/10.1111/1365-2664.12550
Ramos, D., Pedro, A., & Paulo, A. (2016). Application of the Delphi Method for the inclusion of externalities in occupational safety and health analysis. DYNA, 83(196), 14-20. https://doi.org/10.15446/dyna.v83n196.56603
Royal Irrigation Development. (2018). Mekong-Loei-Chee-Moon with increasing irrigated area to the real plateau benefits. Royal Irrigation Development. Retrieved from https://www.thailandplus.tv/archives/27548
Ruiz, C. (2014). How can finance influence productivity of agricultural firms? World Bank. Retrieved from https://blogs.worldbank.org/allaboutfinance/how-can-finance-influence-productivity-agricultural-firms
Samaraweera, U. (2020). Is resilience a unique extension rather than a rejection of neoliberalism? A critical reading of David Chandler’s writings on resilience. International Journal of Disaster Resilience in the Built Environment, 12(5), 528-539. https://doi.org/10.1108/IJDRBE-05-2020-0050
Sangkhaphan, S., & Shu, Y. (2019). Impact of rainfall on agricultural growth in Thailand: Evidence in farming and fishing activities. Journal of Economics and Sustainable Development, 10(16), 162-174. https://doi.org/10.7176/JESD/10-16-19
Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104, 333-339. https://doi.org/10.1016/j.jbusres.2019.07.039
Suebpongsang P., Ekasingh, B., & Cramb, R. (2020). Commercialisation of Rice Farming in Northeast Thailand. In: Cramb R. (Eds.), White Gold: The Commercialisation of Rice Farming in the Lower Mekong Basin (pp. 39-68). Palgrave Macmillan. https://doi.org/10.1007/978-981-15-0998-8_2
Tittonell, P. (2020). Assessing resilience and adaptability in agroecological transitions. Agricultural Systems, 184, 102862. https://doi.org/10.1016/j.agsy.2020.102862
Uday, P., & Marais, K. (2014). Resilience-based system importance measures for system-of-systems. Procedia Computer Science, 28, 257–264. https://doi.org/10.1016/j.procs.2014.03.033
Van Oudenhoven, F., Mijatovic, D., & Eyzaguirre, P. (2010). Social-ecological indicators of resilience in agrarian and natural landscapes. Management of Environmental Quality, 22(2), 154–173. https://doi.org/10.1108/14777831111113356
Wulandari, C. (2021). Identifying Climate Change Adaptation Efforts in the Batutegi Forest Management Unit, Indonesia. Forest and Society, 5(1), 48-59. https://doi.org/10.24259/fs.v5i1.73