Measuring Technical Efficiency of Malaysian Paddy Farming: An Application of Stochastic Production Frontier Approach

2012 ◽  
Vol 12 (15) ◽  
pp. 1602-1607 ◽  
Author(s):  
L. Ghee-Thean ◽  
M.M. Ismail ◽  
M. Harron
Keyword(s):  
Technical Efficiency ◽  
Stochastic Production Frontier ◽  
Production Frontier ◽  
Stochastic Production

scholarly journals Efisiensi Teknis Usaha Tani Padi di Provinsi Kepulauan Bangka Belitung

2019 ◽  
Vol 17 (2) ◽  
pp. 139
Author(s):  
Fitri Kartiasih ◽  
Adi Setiawan
Keyword(s):  
Technical Efficiency ◽  
Rice Seed ◽  
Rice Farming ◽  
Stochastic Production Frontier ◽  
Production Frontier ◽  
Land Preparation ◽  
Rice Productivity ◽  
Rice Farmers ◽  
Stochastic Production ◽  
Preparation Equipment

<p>Rice productivity in Indonesia varied greatly between provinces. Rice productivity in the Bangka Belitung Islands was the lowest figure compared to other provinces in Indonesia from 2013 to 2015. The purpose of this study was to provide an overview of rice farming, analyze the technical efficiency and its influencing factors of rice farming, and analyze the income level of rice farming in the Province of Bangka Belitung Islands. The data used in this study were raw data of the 2014 Household Survey of Rice Crop Farming (SPD 2014) conducted by Statistics Indonesia. The analytical method used was the Stochastic Production Frontier. The results showed that the factors influencing rice production were seeds, fertilizers, pesticides and the use of hired labours. The average level of technical efficiency of rice farmers was 20% of maximum production. This shows that rice farming was not yet efficient. Factors that negatively affect the technical efficiency of rice farming were those among other age of the farmer, land preparation equipment, ownership status of land preparation equipment and the planting system. The results of the study also showed that the more efficient the rice farming, the greater the farmers' income. To increase productivity through increasing technical efficiency, it is recommended that rice farmers are facilitated or supported to use a better quality of rice seed.</p><p> </p><p>Abstrak</p><p>Produktivitas padi di Indonesia sangat bervariasi antar provinsi, di mana produktivitas padi di Kepulauan Bangka Belitung menunjukkan angka terendah dibandingkan provinsi lain di Indonesia selama tahun 2013 hingga 2015. Tujuan penelitian ini antara lain untuk memberikan gambaran usaha tani padi di Provinsi Kepulauan Bangka Belitung, menganalisis efisiensi teknis usaha tani padi serta faktor-faktor yang memengaruhinya, dan menganalisis tingkat pendapatan usaha tani padi. Data yang digunakan dalam penelitian ini adalah <em>raw </em>data hasil Survei Rumah Tangga Usaha Tanaman Padi 2014 (SPD 2014). Metode analisis yang digunakan adalah <em>Stochastic Production Frontier. </em>Berdasarkan hasil penelitian menunjukkan bahwa faktor-faktor yang memengaruhi produksi padi di Kepulauan Bangka Belitung adalah penggunaan benih, pupuk, pestisida dan penggunaan pekerja dibayar. Rata-rata tingkat efisiensi teknis petani padi di Kepulauan Bangka Belitung adalah 20% dari produksi maksimum. Hal ini menunjukkan bahwa usaha tani padi belum efisien. Faktor-faktor yang berpengaruh negatif terhadap infesiensi teknis usaha tani padi adalah faktor umur petani, alat pengolahan lahan, status alat pengolahan lahan dan sistem tanam. Hasil penelitian juga menunjukkan bahwa semakin efisien usaha tani padi maka pendapatan petani juga semakin besar. Untuk meningkatkan produktivitas dengan cara meningkatkan efisiensi teknis, disarankan petani padi difasilitasi atau didorong untuk menggunakan benih yang berkualitas.</p>

scholarly journals Measuring Efficiency in the Summer Olympic Games Disciplines: The Case of the Spanish Athletes

Mathematics ◽  
2021 ◽  
Vol 9 (21) ◽  
pp. 2688
Author(s):  
Emilio Gómez-Déniz ◽  
Nancy Dávila-Cárdenes ◽  
Alejandro Leiva-Arcas ◽  
María J. Martínez Patiño
Keyword(s):  
Technical Efficiency ◽  
Olympic Games ◽  
Efficiency Analysis ◽  
Economic Factors ◽  
Stochastic Production Frontier ◽  
Production Frontier ◽  
Control Variables ◽  
Measuring Efficiency ◽  
Stochastic Production ◽  
Using Data

This paper estimates the technical efficiency of Olympic disciplines in which Spanish athletes participate, taking into account the results obtained in the last three Olympic Games. A stochastic production frontier model (normal-exponential), using two control variables linked to economic factors such as budget and sports scholarships, is estimated in order to obtain different Olympic sports’ efficiencies distinguished by gender, using data from 2005 to 2016. The results detect some differences among the considered disciplines. In all the cases, athletics, canoeing, cycling, swimming, and tennis, depending on the gender, reach better values. This paper’s novelty lies in the efficiency analysis carried out on the Olympic disciplines and athletes of a country and not on the country’s efficiency, which allows managers and stakeholders to decide about investments concerning disciplines and athletes.

scholarly journals Technical efficiency of wheat growing farmers of Nepal

2021 ◽  
Vol 4 (2) ◽  
pp. 246-254
Author(s):  
Surya Prasad Adhikari ◽  
Yuga Nath Ghimire ◽  
Krishna Prasad Timsina ◽  
Sanjiv Subedi ◽  
Meena Kharel
Keyword(s):  
Technical Efficiency ◽  
Weed Management ◽  
Management Practices ◽  
Likelihood Estimation ◽  
Stochastic Production Frontier ◽  
Production Frontier ◽  
Sowing Time ◽  
Wheat Varieties ◽  
Stochastic Production ◽  
Significant Factors

Wheat is a major staple food crop of Nepal, so it is necessary to increase its productivity. However, the national average wheat productivity of Nepal is low as compared to other neighboring countries. This study employed a Cobb-Douglas stochastic production frontier model to examine the technical efficiency and its determinants using randomly selected household data from 343 wheat farmers from four districts of Nepal. Maximum likelihood estimation results showed that wheat production responded positively to an increase in the quantity of inorganic fertilizer, whereas it was detrimental to seed rate. Likewise, the study found that farmers were not technically efficient with a mean technical efficiency of 81%. The result showed irrigation, herbicides, sowing time, Farm Yard Manure (FYM), and wheat varieties were statistically significant factors that affect the technical efficiency of wheat farmers. Furthermore, to increase wheat productivity, farmers should use better irrigation, appropriate weed management practices, optimum sowing time, and adoption of recent improved varieties. Findings suggest that the technical efficiency of wheat farmers could be enhanced by practicing optimum use of inputs and improving the inefficiency factors

scholarly journals Technical Efficiency and Its Determinants of Rice Production in Cambodia

2016 ◽  
Author(s):  
Sokvibol Kea ◽  
Hua Li ◽  
Linvolak Pich
Keyword(s):  
Technical Efficiency ◽  
Capital Investment ◽  
Management Practices ◽  
Central Government ◽  
Technical Skills ◽  
Rice Production ◽  
Stochastic Production Frontier ◽  
Production Frontier ◽  
Rural Farmers ◽  
Stochastic Production

The present study aims to measure the technical efficiency and establish core factors effecting rice production in Cambodia. Four-years dataset generated from the central government document &ldquo;Profile on Economics and Social&rdquo; of entire 25 provinces between 2012-2015 and the stochastic production frontier model (SFA) was applied. The results indicated that the technical efficiency of Cambodian rice production varied according to the different level of capital investment in agricultural machineries, total rice actual harvested area, and technically fertilizers application within provinces. Furthermore, evidence revealed the overall mean efficiency of rice production is 78.4% implies that there is still room to further improve technical efficiency by given the same level of inputs and technology. More importantly, the findings revealed that irrigation, production technique and amount of agricultural supporting staffs are being as the most important influencing factors of rice production in Cambodia. In conclusion, present study strongly recommends the development of irrigation systems and good water management practices to be considered and bring into more effective actions by the central government as well as related agencies for improving rice production in Cambodia in addition to capital investment and improving technical skills of supporting staffs and rural farmers.

scholarly journals STOCHASTIC PRODUCTION FRONTIER FOR THE LITHUANIAN FAMILY FARMS

2016 ◽  
Vol 17 (2) ◽  
pp. 283-298
Author(s):  
Tomas BALEŽENTIS
Keyword(s):  
Technical Efficiency ◽  
Family Farms ◽  
Stochastic Production Frontier ◽  
Production Frontier ◽  
Stochastic Frontiers ◽  
Agricultural Efficiency ◽  
Classical Methodology ◽  
Productive Factor ◽  
Stochastic Production ◽  
Efficiency And Productivity

The research follows neo-classical methodology to analyse the trends of the agricultural efficiency. The paper fits the stochastic production frontier to the micro data describing the performance of the Lithuanian family farms during 2004–2009 in order to define the current trends of efficiency and productivity in the sector. Indeed, this is the first application of stochastic frontiers to gauge the performance of Lithuanian family farms. The technical efficiency of the Lithuanian family farms fluctuated around 80%. The analysis confirmed that the livestock farms were peculiar with higher mean technical efficiency if compared to that of mixed or crop farms. The estimated partial output elasticities imply that the intermediate consumption was the most productive factor, whereas assets were four to six times less productive depending on the farming type. The land factor was peculiar with the lowest partial output elasticities. The research contributes to the wider discussion on the patterns of efficiency and productivity in a transition European Union Member States following the accession.

scholarly journals STOCHASTIC PRODUCTION FRONTIER: FRAMEWORK AND DEVELOPMENT

2012 ◽  
Vol 5 (2) ◽  
pp. 88
Author(s):  
Suyanto Suyanto
Keyword(s):  
Panel Data ◽  
Technical Efficiency ◽  
Stochastic Frontier ◽  
Theoretical Framework ◽  
Stochastic Production Frontier ◽  
Production Frontier ◽  
Stochastic Frontier Approach ◽  
Two Stage ◽  
Stochastic Production ◽  
The One

This paper explores the framework and development of stochastic frontier Approach (SFA). The original idea of the SFA and its theoretical framework is discussed to provide a basic foundation of the approach. The development of SFA with more flexible distribution assumptions follows the pioneering model. Experts alsodevelop the time-variant technical efficiency models, in order to allow variation between times for a production unit. The most recent development is the panel data SFA, which includes the two-stage and the one-stage procedures.

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