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Analysis of Technical Efficiency in a Rainfed Lowland Rice Environment in Central Luzon Philippines Using a Stochastic Frontier Production Function with a Heteroskedastic Error Structure

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  • Villano, Renato A.
  • Fleming, Euan M.

Abstract

There have been many previous studies of technical inefficiency in rice production in the Philippines, but none has focused simultaneously on production risk and technical inefficiency at the farm level. In this study, we analyse technical inefficiency in a rainfed lowland rice environment in Central Luzon using a stochastic frontier production function with a heteroskedastic error structure.

Suggested Citation

  • Villano, Renato A. & Fleming, Euan M., 2004. "Analysis of Technical Efficiency in a Rainfed Lowland Rice Environment in Central Luzon Philippines Using a Stochastic Frontier Production Function with a Heteroskedastic Error Structure," Working Papers 12906, University of New England, School of Economics.
  • Handle: RePEc:ags:uneewp:12906
    DOI: 10.22004/ag.econ.12906
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    1. Battese, George E. & Coelli, Tim J., 1988. "Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data," Journal of Econometrics, Elsevier, vol. 38(3), pages 387-399, July.
    2. Bravo-Ureta, Boris E. & Pinheiro, António E., 1993. "Efficiency Analysis of Developing Country Agriculture: A Review of the Frontier Function Literature," Agricultural and Resource Economics Review, Cambridge University Press, vol. 22(1), pages 88-101, April.
    3. Kumbhakar, Sabul C., 1993. "Production risk, technical efficiency, and panel data," Economics Letters, Elsevier, vol. 41(1), pages 11-16.
    4. G. Battese & A. Rambaldi & G. Wan, 1997. "A Stochastic Frontier Production Function with Flexible Risk Properties," Journal of Productivity Analysis, Springer, vol. 8(3), pages 269-280, August.
    5. Ahmad, Munir & Rafiq, Muhammad & Ali, Asgar, 1999. "An Analysis Of Technical Efficiency Of Rice Farmers In Pakistani Punjab," Bangladesh Journal of Agricultural Economics, Bangladesh Agricultural University, vol. 22(2), pages 1-08, December.
    6. Tim Coelli & Sanzidur Rahman & Colin Thirtle, 2002. "Technical, Allocative, Cost and Scale Efficiencies in Bangladesh Rice Cultivation: A Non‐parametric Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 53(3), pages 607-626, November.
    7. K. P. Kalirajan & J . C. Flinn*, 1983. "The Measurement Of Farm-Specific Technical Efficiency," Pakistan Journal of Applied Economics, Applied Economics Research Centre, vol. 2(2), pages 167-180.
    8. Just, Richard E. & Pope, Rulon D., 1978. "Stochastic specification of production functions and economic implications," Journal of Econometrics, Elsevier, vol. 7(1), pages 67-86, February.
    9. Ray Trewin & L. Weiguo & Sjaiful Erwidodo & Sjaiful Bahri, 1995. "Analysis Of The Technical Efficiency Over Time Of West Javanese Rice Farms," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 39(2), pages 143-163, August.
    10. Kodde, David A & Palm, Franz C, 1986. "Wald Criteria for Jointly Testing Equality and Inequality Restriction s," Econometrica, Econometric Society, vol. 54(5), pages 1243-1248, September.
    11. Larson, Donald F. & Plessmann, Frank, 2002. "Do farmers chooseto be inefficient? evidence from Bicol, Philippines," Policy Research Working Paper Series 2787, The World Bank.
    12. Mythili, G. & Shanmugam, K.R., 2000. "Technical Efficiency of Rice Growers in Tamil Nadu: A Study Based on Panel Data," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 55(1), March.
    13. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    14. Mubarik Ali & John C. Flinn, 1989. "Profit Efficiency Among Basmati Rice Producers in Pakistan Punjab," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(2), pages 303-310.
    15. K. Kalirajan, 1981. "An Econometric Analysis of Yield Variability in Paddy Production," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 29(3), pages 283-294, November.
    16. Battese, George E., 1992. "Frontier production functions and technical efficiency: a survey of empirical applications in agricultural economics," Agricultural Economics, Blackwell, vol. 7(3-4), pages 185-208, October.
    17. Weiming Tian & Guang Wan, 2000. "Technical Efficiency and Its Determinants in China's Grain Production," Journal of Productivity Analysis, Springer, vol. 13(2), pages 159-174, March.
    18. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    19. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    20. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    21. Chieko Umetsu & Thamana Lekprichakul & Ujjayant Chakravorty, 2003. "Efficiency and Technical Change in the Philippine Rice Sector: A Malmquist Total Factor Productivity Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(4), pages 943-963.
    22. Dev, Uttam Kumar & Hossain, Mahabub, 1995. "Farmers' Education, Modern Technology And Technical Efficiency Of Rice Growers," Bangladesh Journal of Agricultural Economics, Bangladesh Agricultural University, vol. 18(2), pages 1-13, December.
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    Cited by:

    1. Catherine Larochelle & Jeffrey Alwang, 2013. "The Role of Risk Mitigation in Production Efficiency: A Case Study of Potato Cultivation in the Bolivian Andes," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(2), pages 363-381, June.
    2. Villano, Renato A. & Lucas, Marilou P. & Pandey, Sushil, 2005. "An Analysis of Scope Economies and Technical Efficiency in Intensive Rainfed Lowland Rice-based Cropping Systems in Northwest Luzon, Philippines," 2005 Conference (49th), February 9-11, 2005, Coff's Harbour, Australia 139294, Australian Agricultural and Resource Economics Society.
    3. Fleming, Euan M. & Farrell, Terence C. & Villano, Renato A. & Fleming, Pauline, 2006. "Is farm benchmarking the new acceptable face of comparative analysis?," Australasian Agribusiness Review, University of Melbourne, Department of Agriculture and Food Systems, vol. 14.
    4. Kiran Prasad Bhatta & Akira Ishida & Kenji Taniguchi & Raksha Sharma, 2008. "Whose Extension Matters? Role of Governmental and Non-Governmental Agricultural Extension on the Technical Efficiency of Rural Nepalese Farms," Journal of South Asian Development, , vol. 3(2), pages 269-295, October.
    5. Rajendran, Srinivasulu, 2014. "Technical Efficiency of Fruit and Vegetable Producers in Tamil Nadu, India: A Stochastic Frontier Approach," Asian Journal of Agriculture and Development, Southeast Asian Regional Center for Graduate Study and Research in Agriculture (SEARCA), vol. 11(1), pages 1-17, June.
    6. Subal Kumbhakar & Efthymios Tsionas, 2010. "Estimation of production risk and risk preference function: a nonparametric approach," Annals of Operations Research, Springer, vol. 176(1), pages 369-378, April.
    7. Zenaida M Sumalde & Donald B. Villanueva & Valerien O Pede & Yolanda T Garcia & U-Primo E Rodriguez, 2017. "Assessment of Neighborhood and Spillover Effects on Technical Efficiency of Irrigated Rice Farmers," Asian Journal of Agriculture and Development, Southeast Asian Regional Center for Graduate Study and Research in Agriculture (SEARCA), vol. 14(2), pages 103-125, December.
    8. Mamiit, Rusyan Jill & Yanagida, John & Villanueva, Donald, 2020. "Farm locations and dwelling clusters: Do they make production and technical efficiency spatially contagious?," Food Policy, Elsevier, vol. 92(C).
    9. Velarde, Orlee & Pede, Valerien O., 2013. "Pattern of investment allocation to chemical inputs and technical efficiency: A stochastic frontier analysis of farm households in Laguna, Philippines," 2013 Conference (57th), February 5-8, 2013, Sydney, Australia 152203, Australian Agricultural and Resource Economics Society.

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