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An Application of Data Development Analysis to Evaluate The Technical Efficiency of Pineapple Farms in Johor, Malaysia

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Pineapple farming has become a crucial part of Malaysia's agriculture. This study aims to evaluate the performance of pineapple farms in Johor by analysing their technical efficiency and identifying the factors that influence their technical efficiency. To determine the technical efficiency levels of pineapple farms, the Data Envelopment Analysis (DEA) method was applied, and Tobit analysis was used to examine the technical efficiency drivers. A field survey was undertaken from June to December 2021 to choose a sample of 290 pineapple farmers for this study. The data were collected from a single pineapple cropping season from 2019 to 2020. The results indicate that the average technical efficiency under constant returns to scale (CRS) and variable returns to scale (VRS) were 0.96. Furthermore, education level, annual contact and engagement with extension agents, membership in farmer's associations, being a full-time pineapple farmer, and participation in farming courses and study visits all have a favourable and significant effect on farm management efficiency. The primary issue with pineapple cultivation in Johor is inefficient agricultural techniques, in which growers do not maximise the use of available agricultural inputs. According to the findings, farmers' knowledge and abilities in pineapple growing must be improved through agronomic education.
Adegbite, O., Oni, O., and Adeoye, I. (2014). Competitiveness of Pineapple Production in Osun State, Nigeria. 5(2), 205–214.
Akhilomen, L., Bivan, G., Rahman, S., and Sanni, S. (2015). Economic Efficiency Analysis of Pineapple Production in Edo State, Nigeria: A Stochastic Frontier Production Approach. American Journal of Experimental Agriculture, 5(3), 267–280.
https://doi.org/10.9734/ajea/2015/13488
Banker, R. D., Charnes, A., and Cooper, W. W. (1984). Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis. Management Science, 30(9), 1078–1092. https://doi.org/10.1287/mnsc.30.9.1078
Charnes, A., Cooper, W. W., and Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research. https://doi.org/10.1016/0377-2217(78)90138-8
Cochran, W. G., Wiley, J., York, N., Chichester, •, Brisbane, •, Toronto, •, and Singapore, •. (1977). Sampling Technique s third edition.
Coelli, T., Rao, D. S. P., and Battese, G. E. (1998). An Introduction to Efficiency and Productivity Analysis. In An Introduction to Efficiency and Productivity Analysis. https://doi.org/10.1007/978-1-4615-5493-6
Debreu, G. (1951). The Coefficient of Resource Utilization. Econometrica. https://doi.org/10.2307/1906814
Economic Planning Unit. (1980). Rancangan Malaysia Keempat: 1981-1985. Fourth Malaysia Plan (1981-1985), 1–267. http://www.pmo.gov.my/dokumenattached/RMK/RM4.pdf
Economic Planning Unit. (1986). Fifth Malaysia Plan 1986-1990. http://www.pmo.gov.my/dokumenattached/RMK/RM5.pdf
Economic Planning Unit. (1991). Sixth Malaysia Plan. Kementerian Komunikasi Dan Multimedia, 1991–1995.
Economic Planning Unit. (2000). Rancangan Malaysia Ketujuh. 1996–2000.
Economic Planning Unit. (2001). Rancangan Malaysia Kelapan. Rancangan Malaysia Ke-9, 111.
Economic Planning Unit. (2015). Rancangan Malaysia Kesebelas: 2016-2020. 1–372. http://rmk11.epu.gov.my/book/eng/Elevent-Malaysia-Plan/RMKe-11 Book.pdf
Farrel, M. J. (1957). The Measurement of Productive Efficiency?: Techniques and Applications: Techniques and Applications. Journal of the Royal Statistical Society. Series A (General).
Idris, N. D. M., Siwar, C., and Talib, B. (2013). Determinants of technical efficiency on pineapple farming. American Journal of Applied Sciences, 10(4), 426–432. https://doi.org/10.3844/ajassp.2013.426.432
Jaji, K., Man, N., and Nawi, N. M. (2018). Factors affecting pineapple market supply in Johor, Malaysia. International Food Research Journal, 25(1), 366–375.
Koopmans, T. C. (1951). An Analysis of Production as an Efficient Combination of Activities. In Activity Analysis of Production and Allocation.
Lubis, R., Daryanto, A., Tambunan, M., and Purwati, H. (2014). Technical, Allocative and Economic Efficiency of Pineapple Production in West Java Province, Indonesia: A DEA Approach. IOSR Journal of Agriculture and Veterinary Science, 7(6), 18–23. https://doi.org/10.9790/2380-07631823
Malaysian Industry Pineapple Board. (2021). Maklumat Statistik Nanas 2020. In Malaysian Pineapple Industry Board.
Malaysian Pineapple Industry Board. (2016). Strategic Planning MPIB 2016-2020.
Rahim, S. N. S. M., and Othman, N. (2019). Technical Efficiency of the Pineapple Smallholders at Johor: Data Envelopment Analysis. International Journal of Academic Research in Business and Social Sciences, 9(3), 746–755. https://doi.org/10.6007/ijarbss/v9-i3/5740
Rozhan, A. D. (2017). Trends in Production, Trade, and Consumption of Tropical Fruit in Malaysia. FFTC Agricultural Policy Platform, 1–8.
Tobin, J. (1958). Estimation of Relationships for Limited Dependent Variables. Econometrica, 26(1). https://doi.org/10.2307/1907382.
In-Text Citation: (Muhamad et al., 2022)
To Cite this Article: Muhamad, Z. M., Shamsudin, M. N., Kamarulzaman, N. H., Nawi, N. M., & Laham, J. (2022). An Application of Data Development Analysis to Evaluate The Technical Efficiency of Pineapple Farms in Johor, Malaysia. International Journal of Academic Research in Business and Social Sciences, 12(10), 1882–1893.