Expenditure |
Household expenditure in IDR (Indonesian currency) |
+ |
Deressa et al. (2009)Deressa, T. T., Hassan, R. M., Ringler, C., Alemu, T., & Yesuf, M. (2009). Determinants of farmers’ choice of adaptation methods to climate change in the Nile Basin of Ethiopia. Global Environmental Change, 19(2), 248-255.; Sahu & Mishra (2013)Sahu, N. C., & Mishra, D. (2013). Analysis of perception and adaptability strategies of the farmers to climate change in Odisha, India. APCBEE Procedia, 5, 123-127.; Gebrehiwot & Van Der Veen (2013)Gebrehiwot, T., & Van Der Veen, A. (2013). Farm level adaptation to climate change: the case of farmer’s in the Ethiopian Highlands. Environmental Management, 52(1), 29-44.; Jianjun et al. (2015)Jianjun, J., Yiwei, G., Xiaomin, W., & Nam, P. K. (2015). Farmers’ risk preferences and their climate change adaptationstrategies in the Yongqiao District, China. Land Use Policy, 47, 365-372.; and Abid et al. (2016)Abid, M., Schilling, J., Scheffran, J., & Zulfiqar, F. (2016). Climate change vulnerability, adaptation and risk perceptions at farm level in Punjab, Pakistan. The Science of the Total Environment, 547, 447-460.
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Menike & Arachchi (2016)Menike, L.M.C.S., & Arachchi, K.A.G.P.K. (2016). Adaptation to climate change by smallholder farmers in rural communities: Evidence from Sri Lanka. Procedia Food Science, 6, 288-292.
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Farm size |
Farm size in hectare |
+ |
Gebrehiwot & Van Der Veen (2013)Gebrehiwot, T., & Van Der Veen, A. (2013). Farm level adaptation to climate change: the case of farmer’s in the Ethiopian Highlands. Environmental Management, 52(1), 29-44.; Alauddin & Sarker (2014)Alauddin, M., & Sarker, M. A. R. (2014). Climate change and farm-level adaptation decisions and strategies in drought-prone and groundwater-depleted areas of Bangladesh: an empirical investigation. Ecological Economics, 106, 204-213.; and Jianjun et al. (2015)Jianjun, J., Yiwei, G., Xiaomin, W., & Nam, P. K. (2015). Farmers’ risk preferences and their climate change adaptationstrategies in the Yongqiao District, China. Land Use Policy, 47, 365-372.
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Candradijaya (2015)Candradijaya, A. (2015). Farmer adaptive capacity to climate change in strengthening rice sufficiency in Sumedang regency, West Java province (Ph.D thesis). Graduate School, Bogor Agricultural University, Bogor.
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Oil palm farming total revenue |
Total revenue of household’s farmer from oil palm farming in IDR (Indonesian currency) |
+ |
Deressa et al. (2009)Deressa, T. T., Hassan, R. M., Ringler, C., Alemu, T., & Yesuf, M. (2009). Determinants of farmers’ choice of adaptation methods to climate change in the Nile Basin of Ethiopia. Global Environmental Change, 19(2), 248-255.; Sahu & Mishra (2013)Sahu, N. C., & Mishra, D. (2013). Analysis of perception and adaptability strategies of the farmers to climate change in Odisha, India. APCBEE Procedia, 5, 123-127.; Gebrehiwot & Van Der Veen (2013)Gebrehiwot, T., & Van Der Veen, A. (2013). Farm level adaptation to climate change: the case of farmer’s in the Ethiopian Highlands. Environmental Management, 52(1), 29-44.; Pires & Cunha (2014)Pires, M. V., & Cunha, D. A. (2014). Climate change and adaptive strategies in Brazil: the economic effects of genetic breeding. Revista de Economia e Sociologia Rural, 52(4), 627-642.; Jianjun et al. (2015)Jianjun, J., Yiwei, G., Xiaomin, W., & Nam, P. K. (2015). Farmers’ risk preferences and their climate change adaptationstrategies in the Yongqiao District, China. Land Use Policy, 47, 365-372. and Abid et al. (2016)Abid, M., Schilling, J., Scheffran, J., & Zulfiqar, F. (2016). Climate change vulnerability, adaptation and risk perceptions at farm level in Punjab, Pakistan. The Science of the Total Environment, 547, 447-460.
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- |
Menike & Arachchi (2016)Menike, L.M.C.S., & Arachchi, K.A.G.P.K. (2016). Adaptation to climate change by smallholder farmers in rural communities: Evidence from Sri Lanka. Procedia Food Science, 6, 288-292.
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Oil palm price |
Price per kilogram in IDR per kilogram |
+ |
Asset and wealth of households are also needed to facilitate the adoption of adaptation strategies cause of being needed for adequate capital. (Carter & Barrett, 2006Carter, M. R., & Barrett, C. B. (2006). The economics of poverty traps and persistent poverty: an asset-based approach. The Journal of Development Studies, 42(2), 178-199.). Thus, the allegedly higher oil palm price means the greater farmer’s income, thus further enabling farmers to invest in climate change activities. |
Age |
Age of farmer in years |
+ |
Deressa et al. (2009)Deressa, T. T., Hassan, R. M., Ringler, C., Alemu, T., & Yesuf, M. (2009). Determinants of farmers’ choice of adaptation methods to climate change in the Nile Basin of Ethiopia. Global Environmental Change, 19(2), 248-255.; Gebrehiwot & Van Der Veen (2013)Gebrehiwot, T., & Van Der Veen, A. (2013). Farm level adaptation to climate change: the case of farmer’s in the Ethiopian Highlands. Environmental Management, 52(1), 29-44.; Pires & Cunha (2014)Pires, M. V., & Cunha, D. A. (2014). Climate change and adaptive strategies in Brazil: the economic effects of genetic breeding. Revista de Economia e Sociologia Rural, 52(4), 627-642.; and Candradijaya (2015)Candradijaya, A. (2015). Farmer adaptive capacity to climate change in strengthening rice sufficiency in Sumedang regency, West Java province (Ph.D thesis). Graduate School, Bogor Agricultural University, Bogor.
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Roco et al. (2014)Roco, L., Engler, A., Bravo-Ureta, B., & Jara-Rojas, R. (2014). Farm level adaptation decisions to face climatic change and variability: evidence from Central Chile. Environmental Science & Policy, 44, 86-96.
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Experience |
Number of years in oil palm farming |
+ |
Festiani (2011)Festiani, R. A. (2011). Climate change impacts on revenue and determinants of farmers adapting to climate change; case study at village Kemukten, Sub-district Kersana, District Brebes (Undergraduate thesis). Bogor Agricultural University, Bogor.; Bryan et al. (2013)Bryan, E., Ringler, C., Okoba, B., Roncoli, C., Silvestri, S., & Herrero, M. (2013). Adapting agriculture to climate change in Kenya: Household strategies and determinants. Journal of Environmental Management, 114, 26-35.; Roco et al. (2014)Roco, L., Engler, A., Bravo-Ureta, B., & Jara-Rojas, R. (2014). Farm level adaptation decisions to face climatic change and variability: evidence from Central Chile. Environmental Science & Policy, 44, 86-96.; and Jianjun et al. (2015)Jianjun, J., Yiwei, G., Xiaomin, W., & Nam, P. K. (2015). Farmers’ risk preferences and their climate change adaptationstrategies in the Yongqiao District, China. Land Use Policy, 47, 365-372.
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Education |
1 if Senior high school and above and otherwise=0 |
+ |
Deressa et al. (2009)Deressa, T. T., Hassan, R. M., Ringler, C., Alemu, T., & Yesuf, M. (2009). Determinants of farmers’ choice of adaptation methods to climate change in the Nile Basin of Ethiopia. Global Environmental Change, 19(2), 248-255.; Kurniawati (2011)Kurniawati, F. (2011). The impact of climate change on revenues and determinants of farmers adapting to climate change: a case study at village Purwasari, Sub-district Dramaga, Bogor (Undergraduate thesis). Bogor Agricultural University, Bogor.; Yegbemey et al. (2013)Yegbemey, R. N., Yabi, J. A., Tovignan, S. D., Gantoli, G., & Haroll Kokoye, S. E. (2013). Farmers’ decisions to adapt to climate change under various property rights: a case study of maize farming in northern Benin (West Africa). Land Use Policy, 34, 168-175.; Alauddin & Sarker (2014)Alauddin, M., & Sarker, M. A. R. (2014). Climate change and farm-level adaptation decisions and strategies in drought-prone and groundwater-depleted areas of Bangladesh: an empirical investigation. Ecological Economics, 106, 204-213.; Jianjun et al. (2015)Jianjun, J., Yiwei, G., Xiaomin, W., & Nam, P. K. (2015). Farmers’ risk preferences and their climate change adaptationstrategies in the Yongqiao District, China. Land Use Policy, 47, 365-372.; Menike & Arachchi (2016)Menike, L.M.C.S., & Arachchi, K.A.G.P.K. (2016). Adaptation to climate change by smallholder farmers in rural communities: Evidence from Sri Lanka. Procedia Food Science, 6, 288-292.; and Abid et al. (2016)Abid, M., Schilling, J., Scheffran, J., & Zulfiqar, F. (2016). Climate change vulnerability, adaptation and risk perceptions at farm level in Punjab, Pakistan. The Science of the Total Environment, 547, 447-460.
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Farmer cooperation membership |
Membership in farmer cooperation if yes = 1 and no=0 |
+ |
Ehiakpor et al. (2016)Ehiakpor, D. S., Abbeam, G. D., & Baah, J. E. (2016). Cocoa farmer’s perception on climate variability and its effects on adaptation strategies in the Suaman district of western region, Ghana. Cogent Food & Agriculture, 2(1), 1-12.; |
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Bryan et al. (2013)Bryan, E., Ringler, C., Okoba, B., Roncoli, C., Silvestri, S., & Herrero, M. (2013). Adapting agriculture to climate change in Kenya: Household strategies and determinants. Journal of Environmental Management, 114, 26-35.
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Membership in farmer’s group for agricultural extension |
Membership in farmer’s group for agricultural extension if yes = 1 and no=0 |
+ |
Deressa et al. (2009)Deressa, T. T., Hassan, R. M., Ringler, C., Alemu, T., & Yesuf, M. (2009). Determinants of farmers’ choice of adaptation methods to climate change in the Nile Basin of Ethiopia. Global Environmental Change, 19(2), 248-255.; Below et al. (2012)Below, T. B., Mutabazi, K. D., Kirschke, K., Franke, C., Sieber, S., Siebert, R., & Tscherning, K. (2012). Can farmers’ adaptation to climate change be explained by socio-economic household-level variables? Global Environmental Change, 22(1), 223-235.; Bryan et al. (2013)Bryan, E., Ringler, C., Okoba, B., Roncoli, C., Silvestri, S., & Herrero, M. (2013). Adapting agriculture to climate change in Kenya: Household strategies and determinants. Journal of Environmental Management, 114, 26-35.; Yegbemey et al. (2013)Yegbemey, R. N., Yabi, J. A., Tovignan, S. D., Gantoli, G., & Haroll Kokoye, S. E. (2013). Farmers’ decisions to adapt to climate change under various property rights: a case study of maize farming in northern Benin (West Africa). Land Use Policy, 34, 168-175.; Gebrehiwot & Van Der Veen (2013)Gebrehiwot, T., & Van Der Veen, A. (2013). Farm level adaptation to climate change: the case of farmer’s in the Ethiopian Highlands. Environmental Management, 52(1), 29-44.; and Tambo (2016)Tambo, J. A. (2016). Adaptation and resilience to climate change and variability in north-east Ghana. International Journal of Disaster Risk Reduction, 17, 85-94. http://dx.doi.org/10.1016/j.ijdrr.2016.04.005
http://dx.doi.org/10.1016/j.ijdrr.2016.0...
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