Evaluation of total factor productivity and environmental efficiency of agriculture in nine East Asian countries

https://doi.org/10.17221/50/2018-AGRICECONCitation:Linh Le T., Lee P., Chung Peng K., H. Chung R. (2019): Evaluation of total factor productivity and environmental efficiency of agriculture in nine East Asian countries. Agric. Econ. – Czech, 65: 249-258.
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This study assessed the change in productivity and environmental efficiency of agriculture for nine East Asian countries for the time period from 2002 to 2010. Data were collected and then analysed by data envelopment analysis (DEA) approaches, including Malmquist total factor productivity (TFP) index and slacks-based measure (SBM) with the consideration of undesirable outputs. The results showed that there existed relatively large differences in productivity growth and environmental performance in the agricultural sector between countries in the sample. Overall, the countries examined in the present study experienced a decline in TFP due to decreases in technical efficiency. Taiwan, Japan, and Korea were found to show growths in productivity and fully efficient environmental performances throughout the study period, while Thailand was identified as having the lowest environmental efficiency score. Therefore, agriculture production and operation models in Taiwan, Japan, and Korea could serve as good references for the other six countries.

Abedullah Mr., Kouser Shahzad, Mushtaq Khalid (2010): Environmental Efficiency Analysis of Basmati Rice Production in Punjab, Pakistan: Implications for Sustainable Agricultural Development. The Pakistan Development Review, 49, 57-72. https://doi.org/10.30541/v49i1pp.57-72
Alene A.D. (2010): Productivity growth and the effects of R&D in African agriculture. Agricultural Economics, 41: 223–238.
Anik Asif, Rahman Sanzidur, Sarker Jaba (2017): Agricultural Productivity Growth and the Role of Capital in South Asia (1980–2013). Sustainability, 9, 470. https://doi.org/10.3390/su9030470
Blazejczyk-Majka L., Kala R., Maciejewski K. (2011): Data envelopment analysis in estimation of technical efficiency change of regional agriculture production EU, 1989–2007. Journal of Mathematics and System Science, 1: 43–51.
Chang Y.T. (2013): Environmental efficiency of ports: a data envelopment analysis approach. Maritime Policy & Management, 40: 467–478.
Charnes A., Cooper W.W., Rhodes E. (1978): Measuring the efficiency of decision making units. European Journal of Operational Research, 2, 429-444. https://doi.org/10.1016/0377-2217(78)90138-8
Coelli Tim, Lauwers Ludwig, Van Huylenbroeck Guido (2007): Environmental efficiency measurement and the materials balance condition. Journal of Productivity Analysis, 28, 3-12. https://doi.org/10.1007/s11123-007-0052-8
Coelli T., Rao D.S.P., Battese G. (1998): An Introduction to Efficiency and Productivity Analysis. Kluwer Academic Publishers, Boston, USA.
Coelli T.J. (1996): A Guide to Frontier Version 4.1c. A Computer Program for Stochastic Frontier Production and Cost Function Estimation. Department of Econometrics University of New England, Armidale, Australia.
Coelli Tim J., Rao D. S. Prasada (2005): Total factor productivity growth in agriculture: a Malmquist index analysis of 93 countries, 1980–2000. Agricultural Economics, 32, 115-134. https://doi.org/10.1111/j.0169-5150.2004.00018.x
Cooper W.W., Seiford L.M., Tone K. (2007): Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software. 2nd Ed. Springer.
EUROSTAT (2015): Agriculture – Greenhouse Gas Emission Statistics. Eurostat.
Evenson Robert E., Fuglie Keith O. (2010): Technology capital: the price of admission to the growth club. Journal of Productivity Analysis, 33, 173-190. https://doi.org/10.1007/s11123-009-0149-3
FAO (2014): Agriculture’s Greenhouse Gas Emissions on the Rise. FAO. Available at http://www.fao.org/news/story/en/item/216137/icode/ (accessed Dec, 2017).
FAOSTAT (2017): FAOSTAT Database. FAO, Rome, Italy. Available at http://www.fao.org/faostat/en/ (accessed Dec, 2017).
Fare R., Grosskopf S., Norris M., Zhang Z. (1994): Productivity growth, technical progress, and efficiency change in industrialized countries. American Economic Review, 84: 66–83.
Färe Rolf, Grosskopf Shawna, Tyteca Daniel (1996): An activity analysis model of the environmental performance of firms—application to fossil-fuel-fired electric utilities. Ecological Economics, 18, 161-175. https://doi.org/10.1016/0921-8009(96)00019-5
GSO (2008): Statistical Yearbook of Vietnam 2007. Statistical Publishing House, Hanoi, Vietnam.
GSO (2011): Statistical Yearbook of Vietnam 2010. Statistical Publishing House, Hanoi, Vietnam.
Heffer P. (2013): Assessment of Fertiliser Use by Crop at the Global Level 2010–2010/11. International Fertiliser Association, Paris.
Hoang Viet-Ngu, Coelli Tim (2011): Measurement of agricultural total factor productivity growth incorporating environmental factors: A nutrients balance approach. Journal of Environmental Economics and Management, 62, 462-474. https://doi.org/10.1016/j.jeem.2011.05.009
Kiatpathomchai S. (2008): Assessing economic and environmental efficiency of rice production systems in Southern Thailand: An Application of Data Envelopment Analysis. [Ph.D. Thesis] Faculty of Agricultural Sciences, Nutritional Sciences and Environmental Management, Justus-Liebig University Giessen.
Kuo Hsing-Fu, Chen Hsiang-Leng, Tsou Ko-Wan (2014): Analysis of Farming Environmental Efficiency Using a DEA Model with Undesirable Outputs. APCBEE Procedia, 10, 154-158. https://doi.org/10.1016/j.apcbee.2014.10.034
Ludena Carlos E., Hertel Thomas W., Preckel Paul V., Foster Kenneth, Nin Alejandro (2007): Productivity growth and convergence in crop, ruminant, and nonruminant production: measurement and forecasts. Agricultural Economics, 37, 1-17. https://doi.org/10.1111/j.1574-0862.2007.00218.x
Luh Yir-Hueih, Chang Ching-Cheng, Huang Fung-Mey (2008): Efficiency change and productivity growth in agriculture: A comparative analysis for selected East Asian economies. Journal of Asian Economics, 19, 312-324. https://doi.org/10.1016/j.asieco.2008.05.003
MARCHAND Sébastien, GUO Huanxiu (2014): The environmental efficiency of non-certified organic farming in China: A case study of paddy rice production. China Economic Review, 31, 201-216. https://doi.org/10.1016/j.chieco.2014.09.006
Moreno-Moreno J.J., Velasco Morente F., Sanz Diaz M.T. (2017): Assessment of the operational and environmental efficiency of agriculture in Latin America and the Caribbean. Agricultural Economics – Czech, 64: 74–88.
NDC (2016): Taiwan Statistical Data Book 2016. National Development Council, R.O.C. (Taiwan). Available at http://www.roc-taiwan.org/uploads/sites/105/2016/11/Taiwan-Statistical-Data-Book-2016.pdf.pdf (accessed Dec, 2017).
Nkamleu Guy Blaise (2004): Productivity Growth, Technical Progress and Efficiency Change in African Agriculture. African Development Review, 16, 203-222. https://doi.org/10.1111/j.1467-8268.2004.00089.x
Nowak A., Kijek T., Domańska K. (2016): Technical efficiency and its determinants in the European Union. Agricultural Economics (Zemědělská ekonomika), 61, 275-283. https://doi.org/10.17221/200/2014-AGRICECON
Reinhard Stijn, Lovell C. A. Knox, Thijssen Geert (2002): Analysis of Environmental Efficiency Variation. American Journal of Agricultural Economics, 84, 1054-1065. https://doi.org/10.1111/1467-8276.00053
Reinhard Stijn, Knox Lovell C.A., Thijssen Geert J. (2000): Environmental efficiency with multiple environmentally detrimental variables; estimated with SFA and DEA. European Journal of Operational Research, 121, 287-303. https://doi.org/10.1016/S0377-2217(99)00218-0
Song Malin, An Qingxian, Zhang Wei, Wang Zeya, Wu Jie (2012): Environmental efficiency evaluation based on data envelopment analysis: A review. Renewable and Sustainable Energy Reviews, 16, 4465-4469. https://doi.org/10.1016/j.rser.2012.04.052
Song Malin, Wang Shuhong, Liu Qingling (2013): Environmental efficiency evaluation considering the maximization of desirable outputs and its application. Mathematical and Computer Modelling, 58, 1110-1116. https://doi.org/10.1016/j.mcm.2011.12.043
Song Xiaowei, Hao Yongpei, Zhu Xiaodong (2015): Analysis of the Environmental Efficiency of the Chinese Transportation Sector Using an Undesirable Output Slacks-Based Measure Data Envelopment Analysis Model. Sustainability, 7, 9187-9206. https://doi.org/10.3390/su7079187
Sueyoshi Toshiyuki, Goto Mika (2011): Measurement of Returns to Scale and Damages to Scale for DEA-based operational and environmental assessment: How to manage desirable (good) and undesirable (bad) outputs?. European Journal of Operational Research, 211, 76-89. https://doi.org/10.1016/j.ejor.2010.11.013
Sueyoshi Toshiyuki, Goto Mika (2012): Data envelopment analysis for environmental assessment: Comparison between public and private ownership in petroleum industry. European Journal of Operational Research, 216, 668-678. https://doi.org/10.1016/j.ejor.2011.07.046
Suhariyanto Kecuk, Thirtle Colin (2001): Asian Agricultural Productivity and Convergence. Journal of Agricultural Economics, 52, 96-110. https://doi.org/10.1111/j.1477-9552.2001.tb00941.x
Thanh Nguyen Trung, Hoang Viet-Ngu, Seo Bumsuk (2012): Cost and environmental efficiency of rice farms in South Korea. Agricultural Economics, 43, 369-378. https://doi.org/10.1111/j.1574-0862.2012.00589.x
The World Bank (2018): Agriculture, value added (% of GDP). Available at http://www.worldbank.org/ (accessed June, 2018).
Tone Kaoru (2001): A slacks-based measure of efficiency in data envelopment analysis. European Journal of Operational Research, 130, 498-509. https://doi.org/10.1016/S0377-2217(99)00407-5
Tone K. (2004): Dealing with Undesirable Outputs in DEA: A Slacks-Based Measure (SBM) Approach. National Graduate Institute for Policy Studies, Tokyo, Japan.
Tu V.H., Yabe M., Trang N.T., Khai H.V. (2015): Environmental efficiency of ecologically engineered rice production in the Mekong Delta of Vietnam. Journal of the Faculty of Agriculture, Kyushu University, 60: 493–500.
Vitousek P. M., Naylor R., Crews T., David M. B., Drinkwater L. E., Holland E., Johnes P. J., Katzenberger J., Martinelli L. A., Matson P. A., Nziguheba G., Ojima D., Palm C. A., Robertson G. P., Sanchez P. A., Townsend A. R., Zhang F. S. (2009): Nutrient Imbalances in Agricultural Development. Science, 324, 1519-1520. https://doi.org/10.1126/science.1170261
Zamanian G.R., Shahabinejad V., Yaghoubi M. (2013): Application of DEA and SFA on the measurement of agricultural technical efficiency in MENA Countries. International Journal of Applied Operational Research, 3: 43–51.
Zhang Junfeng, Fang Hong, Wang Hongxia, Jia Mingshun, Wu Junjie, Fang Siran (2017): Energy efficiency of airlines and its influencing factors: A comparison between China and the United States. Resources, Conservation and Recycling, 125, 1-8. https://doi.org/10.1016/j.resconrec.2017.05.007
Zhou P., Ang B.W., Poh K.L. (2006): Slacks-based efficiency measures for modeling environmental performance. Ecological Economics, 60, 111-118. https://doi.org/10.1016/j.ecolecon.2005.12.001
Zhou P., Ang B.W., Poh K.L. (2008): Measuring environmental performance under different environmental DEA technologies. Energy Economics, 30, 1-14. https://doi.org/10.1016/j.eneco.2006.05.001
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