Efficiency of Land Use in Smallholder Palm Oil Plantations in Indonesia: A Stochastic Frontier Approach
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Indonesia has become the country with the largest palm oil production. However, the level of productivity of oil palm per land in Indonesia tends to remain stagnant. The main objective of this study is to evaluate oil palm lands of smallholders that experience land inefficiency. In analyzing land efficiency, this study used cross-section data obtained from Statistics Indonesia (BPS). This study uses an input distance function approach with stochastic frontier analysis tools. Our estimation results found that on average, smallholders oil palm plantations face land inefficiency. The land inefficiency of smallholder oil palm plantations is not proportional to the negative impacts it has caused. The intensification of oil palm plantation land is one of the ways to reduce the rate of deforestation and optimize available land. Land intensification can be done through the selection of potential lands, renewal programs for oil palm trees, supporting facilities and infrastructure, and plantation technology development.
Achten, W. M., & Verchot, L. V. (2011). Implications of Biodiesel-Induced Land-Use Changes for CO₂ Emissions: Case Studies in Tropical America, Africa, and Southeast Asia. Ecology and Society, 16(4). http://dx.doi.org/10.5751/ES-04403-160414
Agarwal, S., Sing, T. F., & Yang, Y. (2020). The impact of transboundary haze pollution on household utilities consumption. Energy Economics, 85, 104591. https://doi.org/10.1016/j.eneco.2019.104591
Aigner, D., Lovell, C. K., & Schmidt, P. (1977). Formulation and estimation of stochastic frontier production function models. Journal of econometrics, 6(1), 21-37. https://doi.org/10.2307/2522871
BPS. (2018). Statistik Kelapa Sawit Indonesia 2017.
Battese, G. E., & Coelli, T. J. (1995). A model for technical inefficiency effects in a stochastic frontier production function for panel data. Empirical economics, 20(2), 325-332.
Brühl, C. A., & Eltz, T. (2010). Fuelling the biodiversity crisis: species loss of ground-dwelling forest ants in oil palm plantations in Sabah, Malaysia (Borneo). Biodiversity and Conservation, 19(2), 519-529. DOI 10.1007/s10531-009-9596-4.
Byerlee, D., Stevenson, J., & Villoria, N. (2014). Does intensification slow crop land expansion or encourage deforestation?. Global food security, 3(2), 92-98. https://doi.org/10.1016/j.gfs.2014.04.001
Carlson, K. M., Curran, L. M., Asner, G. P., Pittman, A. M., Trigg, S. N., & Adeney, J. M. (2013). Carbon emissions from forest conversion by Kalimantan oil palm plantations. Nature Climate Change, 3(3), 283-287. https://doi.org/10.1038/nclimate1702
Coelli, T., Singh, S., & Fleming, E. (2003). An input distance function approach to the measurement of technical and allocative efficiency: With application to Indian dairy processing plants. Unpublished manuscript.
Coelli, T. J., Rao, D. P., O’Donnell, C. J., & Battese, G. E. (1998). An introduction to productivity and efficiency analysis. Springer Science: New York.
Corley, R. H. V., and P. B. Tinker. (2003). The oil palm. Fourth edition. Blackwell Science, Oxford, UK.
Euler, M., Hoffmann, M. P., Fathoni, Z., & Schwarze, S. (2016). Exploring yield gaps in smallholder oil palm production systems in eastern Sumatra, Indonesia. Agricultural Systems, 146,111-119. . https://doi.org/10.1016/j.agsy. 2016.04.007
European Parliament (2017) Palm Oil and Deforestation of Rainforests. European Parliament Resolution of 4 April 2017 on Palm Oil and Deforestation of Rainforests (2016/2222(INI)). 2016 edn. European Parliament, Brussels, Belgium.
Fairhurst, T., & McLaughlin, D. (2009). Sustainable oil palm development on degraded land in Kalimantan. World Wildlife Fund, Washington, DC. http://www.academia.edu/download/29327572/fairhurst2009.pdf
FAO, 2017. FAOSTAT Production Statistics. Food and Agricultural Organization of the United Nations, Rome.
Färe, R., & Primont, D. (1995). Distance functions. In Multi-Output Production and Duality: Theory and Applications (pp. 7-41). Springer, Dordrecht. https://doi.org/10.1007/978-94-011-0651-1_2
Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society: Series A (General), 120(3), 253-281.
Ferreira, M. D. P., & Féres, J. G. (2020). Farm size and Land use efficiency in the Brazilian Amazon. Land Use Policy, 99, 104901. https://doi.org/10.1016/j.landusepol.2020.104901
Fitzherbert, E. B., Struebig, M. J., Morel, A., Danielsen, F., Brühl, C. A., Donald, P. F., & Phalan, B. (2008). How will oil palm expansion affect biodiversity?. Trends in ecology & evolution, 23(10), 538-545. . doi:10.1016/j.tree.2008.06.012
FoE. (2005) Palm oil—rainforest in your shopping. Friends of the Earth Trust (FoE), London. Available via URL. http://www.foe.co.uk/campaigns/biodiversity/case_studies/palmoil_index.html. Accessed Sep 2020
FWI. (2014). Lembar Fakta: Pengabaian Kelestarian Hutan Alam dan Gambut, serta Faktor Pemicu Konflik Lahan yang Berkelanjutan. Bogor: Forest Watch Indonesia. (Accessed: 29 juli 2020.)
FWI. (2018). Angka deforestasi sebagai “Alarm” memburuknya hutan Indonesia. http://fwi.or.id/publikasi/angka-deforestasi-sebagai-alarm-memburuknya-hutan-indonesia/#: (Accessed: 29 Juli 2020)
Gaworecki M (2016) Norway Commits to Zero Deforestation. Mongabay, 26 May.
Germer, J., & Sauerborn, J. (2008). Estimation of the impact of oil palm plantation establishment on greenhouse gas balance. Environment, Development and Sustainability, 10(6), 697-716.
Greenpeace (2007) Palm oil: cooking the climate. Greenpeace International, Amsterdam. Available via URL. http://www.greenpeace.org/international/news/palm-oil_cooking-the-climate. Accessed Sep 2020.
Hoffmann, M. P., Donough, C., Oberthür, T., Vera, A. C., Wijk, M. T. V., Lim, C. H., ... & Whitbread, A. M. (2015). Benchmarking yield for sustainable intensification of oil palm production in Indonesia using PALMSIM. The Planter, 91(1067), 81-96. http://oar.icrisat.org/id/eprint/9301
Islam, M. S., Hui Pei, Y., & Mangharam, S. (2016). Trans-boundary haze pollution in southeast asia: sustainability through plural environmental governance. Sustainability, 8(5), 499.https://www.mdpi.com/20711050/8/5/499
Irz, X. T., & Hadley, D. (2003). Dual Technological Development in Botswana Agriculture-A Stochastic Input Distance Approach (No. 1002-2016-78302). 10.22004/ag.econ.25899
Irz, X., & Thirtle, C. (2004). Dual technological development in Botswana agriculture: A stochastic input distance function approach. Journal of Agricultural Economics, 55(3), 455-478.
https://doi.org/10.1111/j.1477-9552.2004.tb00110.x
Koh, L. P., & Wilcove, D. S. (2008). Is oil palm agriculture really destroying tropical biodiversity?. Conservation letters, 1(2), 60-64. https://doi.org/10.1111/j.1755-263X.2008.00011.x
Koh, L. P., Ghazoul, J., Butler, R. A., Laurance, W. F., Sodhi, N. S., Mateo-Vega, J., & Bradshaw, C. J. (2010). Wash and spin cycle threats to tropical biodiversity. Biotropica, 42(1), 67-71. https://www.jstor.org/stable/27742864
Koplitz, S. N., Mickley, L. J., Marlier, M. E., Buonocore, J. J., Kim, P. S., Liu, T., ... & Pongsiri, M. (2016). Public health impacts of the severe haze in Equatorial Asia in September–October 2015: demonstration of a new framework for informing fire management strategies to reduce downwind smoke exposure. Environmental Research Letters, 11(9), 094023. http://dx.doi.org/10.1088/1748-9326/11/9/094023
Lovell, C.A.K., Richardson, S., Travers, P., Wood, L., (1994). Resources and functionings: a new view of inequality in Australia. In: Eichhorn, W. (Ed.), Models and Measurement of Welfare and Inequality. Springer-Verlag, Berlin. https://doi.org/10.1007/978-3-642-79037-9_41
Meijaard, E., Sheil, D., (2013). Oil-palm plantations in the context of biodiversity conservation. In: In: Levine, S. (Ed.), Encyclopedia of Biodiversity, vol. 5. Academic Press, Waltham, MA, pp. 600–612. https://doi.org/10.1016/j. envsci.2019.08.004
Nguyen, H. Q. (2017). Analyzing the economies of crop diversification in rural Vietnam using an input distance function. Agricultural systems, 153, 148-156. https://doi.org/10.1016/j.agsy.2017.01.024
Pacheco, P., Schoneveld, G., Dermawan, A., Komarudin, H., & Djama, M. (2020). Governing sustainable palm oil supply: Disconnects, complementarities, and antagonisms between state regulations and private standards. Regulation & Governance, 14(3), 568-598. https://doi.org/10.1111/rego.12220
Polasky, S., Nelson, E., Camm, J., Csuti, B., Fackler, P., Lonsdorf, E., ... & Haight, R. (2008). Where to put things? Spatial land management to sustain biodiversity and economic returns. Biological conservation, 141(6), 1505-1524. https://doi.org/10.1016/j.biocon.2008.03.022
Pye, O., Daud, R., & Harmono, Y. (2012). Precarious lives: Transnational biographies of migrant oil palm workers. Asia Pacific Viewpoint, 53(3), 330-342. https://doi.org/10.1111/j.1467-8373.2012.01496.x
Rasmussen, S. (2010). Scale efficiency in Danish agriculture: an input distance–function approach. European Review of Agricultural Economics, 37(3), 335-367. https://doi.org/10.1093/erae/jbq023
Reddy, N. B. K., & Ramanaiah, Y. V. (1985). Changes in agricultural land use efficiency in Andhra Pradesh: A study by the Standard Coefficient method. Land Use Policy, 2(3), 210-216. https://doi.org/10.1016/0264-8377(85)90069-9
Rist, L., Feintrenie, L., & Levang, P. (2010). The livelihood impacts of oil palm: smallholders in Indonesia. Biodiversity and conservation, 19(4), 1009-1024. https://doi.org/10.1007/s10531-010-9815-z
RSPO (2018). About us. Roundtable on Sustainable Palm Oil, Kuala Lumpur, URL: https://rspo.org/about.
Saharjo, B. H., Putra, E. I., & Atik, U. (2012). Pendugaan Emisi CO2 Sebagai Gas Rumah Kaca Akibat Kebakaran Hutan dan Lahan pada Berbagai Tipe Penutupan Lahan di Kalimantan Tengah Tahun 2000-2009. Jurnal Jurnal Silvikultivar Tropika, 3, 143-148. https://core.ac.uk/download/pdf/230360250.pdf
Sundaraja, C. S., Hine, D. W., & Lykins, A. (2020). Confronting the palm oil crisis: Identifying behaviours for targeted interventions. EnvironmentalScience & Policy, 103, 99-106. https://doi.org/10.1016/j.envsci.2019.08.004
Susanti, A., & Maryudi, A. (2016). Development narratives, notions of forest crisis, and boom of oil palm plantations in Indonesia. Forest Policy and Economics, 73, 130-139. https://doi.org/10.1016/j.forpol.2016.09.009
Sheil, D., Casson, A., Meijaard, E., Van Noordwijk, M., Gaskell, J., Sunderland-Groves, J., ... & Kanninen, M. (2009). The impacts and opportunities of oil palm in Southeast Asia: What do we know and what do we need to know? (Vol. 51). Bogor, Indonesia: Center for International Forestry Research. http://dlc.dlib.indiana.edu/dlc/handle/10535/5256
Shephard, R.W., 1970, Theory of cost and production functions (Princeton University Press, Princeton).
The Royal Society (Great Britain). (2009). Geoengineering the climate: Science, governance and uncertainty. Royal Society. https://eprints.soton.ac.uk/156647/
Varkkey, H., Tyson, A., & Choiruzzad, S. A. B. (2018). Palm oil intensification and expansion in Indonesia and Malaysia: Environmental and socio-political factors influencing policy. Forest Policy and Economics, 92, 148-159. https://doi.org/10.1016/j.forpol.2018.05.002
Vermeulen, S., & Goad, N. (2006). Towards better practice in smallholder palm oil production. Iied.
Wang, L., & Li, H. (2014). Cultivated land use efficiency and the regional characteristics of its influencing factors in China: By using a panel data of 281 prefectural cities and the stochastic frontier production function. Geographical Research, 33(11), 1995-2004.
Wicke, B., Sikkema, R., Dornburg, V., & Faaij, A. (2011). Exploring land use changes and the role of palm oil production in Indonesia and Malaysia. Land use policy, 28(1), 193-206. https://doi.org/10.1016/j.landusepol.2010.06.001
Wilcove, D. S., & Koh, L. P. (2010). Addressing the threats to biodiversity from oil-palm agriculture. Biodiversity and conservation, 19(4), 999-1007. https://doi.org/10.1007/s10531-009-9760-x
Woittiez, L. S. (2019). On yield gaps and better management practices in Indonesian smallholder oil palm plantations (Doctoral dissertation, Wageningen University).https://library.wur.nl/ WebQuery/wurpubs/549795
WWF Indonesia (2008). deforestation forest degradation, biodiveristy loss and C02 emissions in riau sumatera indonesia.https://wwfeu.awsassets.panda.org/downloads/riau_co2_report__wwf_id_27feb08_en_lr_.pdf
Zhou, Z. M. (2012). Study on Cultivated Land Resources Use Efficiency in Henan. In Advanced Materials Research (Vol. 356, pp. 2921-2924). Trans Tech Publications Ltd. https://doi.org/10.4028/www.scientific.net/AMR.356-360.2921
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