The Estimation of Production Function and Technical Efficiency Shallot Farming

  • Muhammad Fajar Badan Pusat Statistik
  • Oktya Putri Gitaningtyas Badan Pusat Statistik
  • Muhammad Muhtoni Badan Pusat Statistik
  • Purwaning Dhahari Badan Pusat Statistik
Keywords: Production function; Technical efficiency; Shallots

Abstract

Shallot is one of the potential horticultural commodities. The purpose of this study is to estimate the production function and efficiency of shallot farming. The method used in the study is the estimation of production functions using stochastic frontier. The data used in this study were shallot production (kg), harvested area (m2), labor used (HOK), use of seeds (kg), fertilizer (kg), pesticides used (kg), sourced from SHR2014 which conducted by the Central Statistics Agency. In the estimation process, all variables are transformed by natural logarithms. The results showed that the estimation of the function of shallot production for both the dry season and the wet season with independent variables included harvested area, labor, seeds, fertilizers, and significant pesticides in the model, so that formed model was valid for further use. The average technical efficiency of shallot farming in the dry and wet season is 0.6626 and 0.6627, respectively, which means that in general, shallot farming in Indonesia is not efficient on the technical side. That is, there are indications that the optimal processing technology of production inputs in the business has not been carried out optimally.

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References

A.Y. Kurniawan, Analisis efisiensi ekonomi dan daya saing usaha tani jagung pada lahan kering di Kabupaten Tanah Laut Kalimantan Selatan [tesis]. Institut Pertanian Bogor, 2008.

C.W. Cobb, and P. H. Douglas, A Theory of production. American Economic Review. 18 (Supplement): 139–165. 1928. Retrieved 26 September 2016.

D.J. Aigner, C.A.K. Lovell, and P. Schmidt, “Formulation and estimation of stochastic frontier production function models,” Journal of Econometrics 6, pp. 21–37, 1977.

D. Prasetya, I. Wahyudi and Baharudin, “Pengaruh Jenis Dan Komposisi Pupuk Kandang Ayam Dan Pupuk Npk Terhadap Serapan Nitrogen Dan Hasil Bawang Merah (Allium Ascalonicum L.) Varietas Lembah Palu Di Entisol Sidera,” 384e-J. Agrotekbis vol. 4, no.4, pp.384–393, 2016. Diambil dari : https://media.neliti.com/media/publications/244715-pengaruh-jenis-dan-komposisi-pupuk-kanda-65b1517b.pdf. (22 Februari 2019).

J. Jondrow, C.A.K. Lovell, I.S. Materov, and P. Schmidt, “On the estimation of technical inefficiency in the stochastic frontier production function model,” Journal of Econometrics 19, pp. 233–238, 1982.

J. Marschak, and W.J. Andrews, “Random simultaneous equations and the theory of

production,” Econometrica 12, pp. 143-205, 1944.

M. Daniel, Pengantar Ekonomi Pertanian. PT Bumi aksara, 2002

K.A. Bakhsh, and B. Ahmad, 2006, “Technical efficiency and its determinant in potato production, evidence from Punjab, Pakistan,” The Lahor Journal of Economics, vol.11, no.2 [Winter 2006], pp. 1-22, 2006.

P.C. Kindleberger and B. Herrick, Economic Development. Tokyo Printing, 1977.

R.E. Stevenson, R.E., “Likelihood functions for generalized stochastic frontier estimation,” J.Econometrics13, pp. 57-66, 1980.

R.L. Miller and R.E. Meiner, Teori Mikro Ekonomi. Raja Grafindo, 2000.

Soekartawi, Teori Ekonomi Produksi Dengan Pokok Bahasan Analisis Fungsi Cobb-Duoglas. CV Rajawali, 2003.

W. Nicholson, Mikroekonomi Intermediate dan Aplikasinya. Erlangga, 2002.

Published
2019-05-31
How to Cite
Fajar, M., Gitaningtyas, O., Muhtoni, M., & Dhahari, P. (2019). The Estimation of Production Function and Technical Efficiency Shallot Farming. Jurnal Matematika "MANTIK", 5(1), 50-59. https://doi.org/10.15642/mantik.2019.5.1.50-59
Section
Articles