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Technical Efficiency in Louisiana Sugar Cane Processing AgEcon
Johnson, Jason L.; Zapata, Hector O.; Heagler, Arthur M..
Participants in the Louisiana sugar cane industry have provided little information related to the efficiency of sugar processing operations. Using panel data from the population of Louisiana sugar processors, alternative model specifications are estimated using stochastic frontier methods to measure the technical efficiency of individual sugar factories. Results suggest the Louisiana sugar processing industry is characterized by a constant returns to scale Cobb-Douglas processing function with high technical efficiency.
Tipo: Journal Article Palavras-chave: Technical efficiency; Stochastic frontier; Resource allocation; Sugar cane processing; Agribusiness; Productivity Analysis.
Ano: 1995 URL: http://purl.umn.edu/90369
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AUMENTO DA EFICIÊNCIA TÉCNICA NA INDÚSTRIA DE ALIMENTOS DOS ESTADOS BRASILEIROS VIA METAS INTERMEDIÁRIAS AgEcon
Sousa, Alexandre Gervasio; Santos, Ricardo Bruno Nascimento dos; Araujo, Aracy Alves.
Propôs-se, neste artigo, uma busca de alvos, por etapas, com alvos intermediários nas camadas de iso-eficiência para que o Setor de Fabricação de Produtos Alimentícios e Bebidas (SFPAB) de cada estado atinja, de forma gradual, um nível de eficiência técnica mais elevado. Utilizaram-se dados da Pesquisa Industrial Anual (PIA) de 2005 do IBGE. Aplicou-se a análise envoltória de dados (DEA) orientada ao insumo, tendo-se a receita líquida do setor como produto e como insumos o total do custo das operações industriais (COI) e as remunerações do setor (SRO). Dos 18 estados analisados, São Paulo é o mais eficiente e Santa Catarina, o mais ineficiente. Outros 11 estados são tecnicamente ineficientes, de forma que 6 devem, no curto prazo, buscar a camada 1; 5 a...
Tipo: Presentation Palavras-chave: Eficiência técnica; Metas intermediárias; DEA; Produtos alimentícios e bebidas; Technical efficiency; Intermediate goals; DEA; Food and beverage industry; Agribusiness; Industrial Organization.
Ano: 2008 URL: http://purl.umn.edu/118708
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The association of agricultural information services and technical efficiency among maize producers in Kakamega, western Kenya AgEcon
Nambiro, Elizabeth; Chianu, Jonas; Murage, Alice W..
Maize is the staple food for most Kenyan households, and grown in almost all the farming systems. Due to diminishing farm sizes in Kakamega District, crop productivity and the efficiency of farming systems are of great concern. This paper aims to provide empirical evidence on the links between efficiency in maize production and access to soil-related agricultural information services. Using cluster sampling, a total of 154 farmers in Kakamega District were interviewed. A 2–step estimation technique (Data Envelopment Analysis (DEA) and Tobit model) were used to evaluate the technical efficiencies among the farmers and the factors explaining the estimated efficiency scores. Data was disaggregated into farmers with and those without access to soil-related...
Tipo: Journal Article Palavras-chave: Maize; Soil information; Technical efficiency; Tobit analysis; DEA; Teaching/Communication/Extension/Profession.
Ano: 2010 URL: http://purl.umn.edu/95961
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Technical Efficiency of the Dual-Purpose Cattle System in Venezuela AgEcon
Ortega, Leonardo E.; Ward, Ronald W.; Andrew, Christopher O..
A stochastic production frontier model was estimated to provide standard measurement of technical efficiency of the dual-purpose cattle system located in Zulia State, Venezuela. This system is based on local and low-cost inputs, but has been considered to be inefficient because of its low partial productivity indices when compared with those used in developed countries. Results indicate that the efficiency of this system is reasonably high, downplaying the general idea of inefficiency. Likewise, the efficiency of this system has the potential for improvement through public policies and managerial decisions based on the determinants of technical efficiency.
Tipo: Journal Article Palavras-chave: Dual-purpose cattle; Production frontier; Technical efficiency; D24; Q12.
Ano: 2007 URL: http://purl.umn.edu/37058
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TECHNICAL EFFICIENCY ANALYSIS OF THE PNV UNIT UNAN-LEON USING PRODUCTION FUNCTION STOCHASTIC FRONTIER, 2007-2008 AgEcon
Zúniga-González, Carlos Alberto.
Presented at: NATIONAL AUTONOMUOS UNIVERSITY OF NICARAGUA, LEON INVESTIGATION VICERECTOR, POSTPGRADUATE AND SOCIAL PROJECTION 2th SCIENTIFIC CONGRESS ¨THE INVESTIGATION A WAY TO THE KNOWLEGE AND DEVELOPMENT¨ 17 NOVIEMBRE 2009
Tipo: Conference Paper or Presentation Palavras-chave: Stochastic Frontier Production; Forest Police; LSMS-ISA MECOVI; Technical efficiency; Allocative Efficiency.; Productivity Analysis; D61; Q12.
Ano: 2009 URL: http://purl.umn.edu/56196
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Estudio de la Eficiencia Técnica de Productores de Papas en Chile: El Rol del Programa de Transferencia Tecnológica de INDAP AgEcon
Santos, Jozimo; Foster, William E.; Ortega, Jorge; Ramirez, E..
Published by Asociación de Economistas Agrarios de Chile
Tipo: Journal Article Palavras-chave: Stochastic frontiers; Technical efficiency; Program of technological transfer.; Productivity Analysis.
Ano: 2006 URL: http://purl.umn.edu/97362
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Technical efficiency and technology in Eastern and Western agriculture: A comparison of crop and dairy farms in Hungary and France AgEcon
Fogarasi, Jozsef; Latruffe, Laure.
The paper investigates the difference in technical efficiency and technology between French and Hungarian farms in dairy and cereal, oilseed and protein seed (COP) sectors during 2001-2004. The analyses is performed with Data Envelopment Analysis (DEA) under separate and common frontiers. Results indicate that Hungarian dairy farmers are more clustered to their own frontier than French farms are, but that the difference is less clear in COP farming. Hungarian dairy and COP farms are less scale efficient than French farms on average. Under a common hypothetical technology, Hungarian farms would be the leaders. Reasons might be the presence of large corporate farms and a higher public support in Hungary.
Tipo: Conference Paper or Presentation Palavras-chave: Technical efficiency; Productivity factor; Dairy; COP; France; Hungary; Farm Management.
Ano: 2007 URL: http://purl.umn.edu/7810
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Innovation Systems and Technical Efficiency in Developing-Country Agriculture AgEcon
Mekonnen, Dawit Kelemework; Spielman, David J.; Fonsah, Esendugue Greg.
The paper uses a stochastic frontier analysis of production functions to estimate the level of technical efficiency in agriculture for a panel of 29 developing countries in Africa and Asia between 1994 and 2000. In addition, the paper examines how different components of an agricultural innovation system interact to determine the estimated technical inefficiencies. Results show that the mean level of technical efficiency among the sampled countries was about 86 percent, with some modest increases during the period in question. These results suggest that there is room for significant increases of production through reallocations of existing resources. Despite significant variation among countries, these results also indicate quite a number of least...
Tipo: Presentation Palavras-chave: Agricultural innovation systems; Technical efficiency; Developing country agriculture; Agricultural and Food Policy; Crop Production/Industries; Food Security and Poverty; International Development; Production Economics; Productivity Analysis.
Ano: 2012 URL: http://purl.umn.edu/119788
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Converting to organic farming in France: Is there a selection problem? AgEcon
Latruffe, Laure; Nauges, Celine.
Using a sample of French crop farms during the 1999-2006 period, we test whether less technically efficient farmers are more likely to engage in organic farming in order to benefit from conversion subsidies. Despite some limitations in our data, we find no evidence of such selection effect. On the contrary, our estimation results indicate that more technically efficient farmers are more likely to convert to organic farming. This finding is found to be robust to the method of calculation of efficiency scores, either parametric or non-parametric. This study also confirms that farm’s characteristics (education, farm size and legal status) and farmers’ practices under conventional farming do impact the probability of conversion to OF.
Tipo: Conference Paper or Presentation Palavras-chave: Organic farming; Technical efficiency; Subsidies; Selection; France; Agricultural and Food Policy; Crop Production/Industries; Farm Management; Land Economics/Use.
Ano: 2010 URL: http://purl.umn.edu/109386
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Fiji's Sugar Woes: The Challenge of the Land Tenure System, Ethnicity and the Erosion of EU Sugar Preferences AgEcon
Mahadevan, Renuka.
The non-renewal of land leases since 1997 and the impending withdrawal of the European Union’'s sugar preferences in 2007 have created major uncertainties in Fiji’'s sugar industry. In the context of this troubled environment, this paper examines the impact of various socio-economic factors on the viability of the industry by focusing on farm efficiency in sugar cane production. It was found that, in general, farmers were inefficient and produced 25% less than their potential output. Among the farm inputs, land (labour) was relatively the most (least) efficiently used input. Empirical evidence also suggests that the more productive Indian farmers rather than the natives be left to farm cane and that large scale farming should be seriously considered by...
Tipo: Conference Paper or Presentation Palavras-chave: Random coefficient production frontier; Technical efficiency; Sugar cane production; Crop Production/Industries.
Ano: 2007 URL: http://purl.umn.edu/10419
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Estimating Farm Efficiency in the Presence of Double Heteroscedasticity Using Panel Data AgEcon
Hadri, Kaddour; Guermat, Cherif; Whittaker, Julie.
The accuracy of technical efficiency measures is important given the interest in such measures in policy discussions. In recent years the use of stochastic frontiers has become popular for estimating technical inefficiency, but estimated inefficiencies are sensitive to specification errors. One source of such errors is heteroscedasticity. This paper addresses this issue by extending the Hadri (1999) correction for heteroscedasticity to stochastic production frontiers and to panel data. It is argued that heteroscedasticity within an estimation can have a significant effect on results, and that correcting for heteroscedasticity yields more accurate measures of technical inefficiency. Using panel data on cereal farms, it is found that the usual technical...
Tipo: Journal Article Palavras-chave: Stochastic frontier production; Heteroscedasticity; Technical efficiency; Panel data; Farm Management; Research Methods/ Statistical Methods; C23; C24; D24; Q12.
Ano: 2003 URL: http://purl.umn.edu/43994
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Bounded Learning Efficiency and Sources of Firm Level Productivity Growth in Colombian Food Manufacturing Industry AgEcon
Shee, Apurba; Stefanou, Spiro E..
The measurement of productivity fluctuations has been the focus of decades-long interest. In addition to broad structural forces driving productivity changes, there is more recent interest in measuring and identifying the heterogeneous forces driving these changes. A major force is learning-by-doing which is used by economists to describe the phenomenon of productivity growth arising from the accumulation of production experience by a firm. This paper proposes a bounded learning concept with the learning progress function characterized by the degree of efficiency and the specification of the learning progress as a logistic function capturing both the slow start-up and the limit in learning progress. The inter-firm learning inefficiency is defined as the...
Tipo: Conference Paper or Presentation Palavras-chave: Colombian food manufacturing industry; Bounded learning-by-doing; Learning efficiency; Logistic differential equation; Technical efficiency; Firm-level productivity growth; Decomposition of productivity change; Endogeneity of input choice; Stochastic production frontier; Agribusiness; Industrial Organization; Production Economics; Productivity Analysis.
Ano: 2011 URL: http://purl.umn.edu/103898
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OFF-FARM INCOME, TECHNOLOGY ADOPTION, AND FARM ECONOMIC PERFORMANCE AgEcon
Fernandez-Cornejo, Jorge; Mishra, Ashok K.; Nehring, Richard F.; Hendricks, Chad; Southern, Malaya; Gregory, Alexandra.
The economic well-being of most U.S. farm households depends on income from both onfarm and off-farm activities. Consequently, for many farm households, economic decisions (including technology adoption and other production decisions) are likely to be shaped by the allocation of managerial time among such activities. While time allocation decisions are usually not measured directly, we observe the outcomes of such decisions, such as onfarm and off-farm income. This report finds that a farm operator’s off-farm employment and off-farm income vary inversely with the size of the farm. Operators of smaller farm operations improve their economic performance by compensating for the scale disadvantages of their farm business with more off-farm involvement....
Tipo: Report Palavras-chave: Off-farm income; Farm households; Economic performance; Managerial time; Scale economies; Scope economies; Technical efficiency; Technology adoption; Farm size; Agricultural Finance; Farm Management.
Ano: 2007 URL: http://purl.umn.edu/7234
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Small U.S. Dairy Farms: Can They Compete? AgEcon
Gillespie, Jeffrey M.; Nehring, Richard F.; Sandretto, Carmen L.; Hallahan, Charles B..
The U.S. dairy industry is undergoing rapid structural change, evolving from a structure including many small farmers in the Upper Midwest and Northeast to one that includes very large farms in new production regions. Small farms are struggling to retain competitiveness via improved management and low-input systems. Using data from USDA’s Agricultural Resource Management Survey, we determine the extent of U.S. conventional and pasture-based milk production during 2003-2007, and estimate net returns, scale efficiency, and technical efficiency associated with the systems across different operation sizes. We compare the financial performance of small conventional and pasture-based producers with one another and with largescale producers. A stochastic...
Tipo: Conference Paper or Presentation Palavras-chave: Pasture-based system; Technical efficiency; Returns to scale; Dairy; Livestock Production/Industries; Productivity Analysis.
Ano: 2009 URL: http://purl.umn.edu/52869
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Estimating Technical Efficiency, Input substitution and complementary effects using Output Distance Function: A study of Cassava production in Nigeria AgEcon
Ogundari, Kolawole; Brümmer, Bernhard.
In this study, we estimate an output distance function in the context of a multi-output and multi-input production technology by stochastic frontier techniques. Unbalanced panel data for smallholder farms that grown cassava and other crops in Southwestern Nigeria covering 2006/07 to 2008/09 farming seasons is used for the analysis. The results show that the marginal rate of transformation (MRT) between “other crops” grown by the farmers and cassava produced relative to the output mix is negative and significantly different from zero. We observed also that increasing returns-to-scale as well as technical progress characterized cassava production in the region. Furthermore, fertilizer and pesticides are found to have significant substitution effects on...
Tipo: Journal Article Palavras-chave: Cassava; Technical efficiency; Inputs substitution; Complementary effects; Crop Production/Industries.
Ano: 2010 URL: http://purl.umn.edu/95773
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Assessing the Technical and Allocative Efficiency of Marketing Decisions by U.S. Organic Producers AgEcon
Lohr, Luanne; Park, Timothy A..
We develop measures of technical and allocative efficiency of producers in marketing certified organic products. A stochastic output distance frontier and the associated revenue share equations are estimated using comprehensive U.S. data on certified organic producers. Farm-level measures of technical efficiency are calculated and factors which enhance performance are identified. Factors that systematically influence allocative efficiency are assessed. The revenue mix of organic producers is systematically inefficient as both male and female producers rely too heavily on revenue from organic markets relative to conventional outlets.
Tipo: Conference Paper or Presentation Palavras-chave: Organic farming; Stochastic frontier; Technical efficiency; Allocative efficiency; Farm Management; Marketing; D21; C31; Q01.
Ano: 2011 URL: http://purl.umn.edu/103365
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Technology adoption and farmer efficiency in multiple crops production in eastern Ethiopia: A comparison of parametric and non-parametric distance functions AgEcon
Alene, Arega D.; Zeller, Manfred.
This study compares the empirical performances of the parametric distance functions(PDF) and data envelopment analysis (DEA) with applications to adopters of improved cereal production technology in eastern Ethiopia. The results from both approaches revealed substantial technical inefficiencies of production among the sample farmers. Technical efficiency estimates obtained from the two approaches are positively and significantly correlated. However, the DEA approach is shown to be very sensitive to outliers as well as to the choice of orientation. The PDF results are relatively more robust. The results from the preferred PDF approach revealed that adopters of improved technology have average technical efficiencies of 79%, implying that they could...
Tipo: Journal Article Palavras-chave: Multiple outputs; Distance functions; DEA; Technical efficiency; Ethiopia; Farm Management; Research and Development/Tech Change/Emerging Technologies.
Ano: 2005 URL: http://purl.umn.edu/44089
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Estimation and Inference for Threshold Effects in Panel Data Stochastic Frontier Models AgEcon
Yelou, Clement; Larue, Bruno; Tran, Kien C..
One of the most enduring problems in cross-section or panel data models is heterogeneity among individual observations. Different approaches have been proposed to deal with this issue, but threshold regression models offer intuitively appealing econometric methods to account for heterogeneity. We propose three different estimators that can accommodate multiple thresholds. The first two, allowing respectively for fixed and random effects, assume that the firms’ specific inefficiency scores are time-invariant while the third one allows for time-varying inefficiency scores. We rely on a likelihood ratio test with m − 1 regimes under the null against m regimes. Testing for threshold effects is problematic because of the presence of a nuisance parameter which...
Tipo: Conference Paper or Presentation Palavras-chave: Stochastic frontier models; Threshold regression; Technical efficiency; Bootstrap; Dairy production; C12; C13; C23; C52; Research Methods/ Statistical Methods.
Ano: 2007 URL: http://purl.umn.edu/9769
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Production Efficiency in Ukrainian Agriculture and the Process of Economic Reform AgEcon
Kurkalova, Lyubov A.; Jensen, Helen H..
A representative sample of 49 state and collective farms in Ukraine provides data in physical units on livestock and crop production and input use for 1989-92. The changes in production efficiency for beef, pork, dairy, winter wheat, grain, and potato production, investigated using stochastic frontier methods, show declining technical efficiency in livestock production and especially low marginal contribution of labor inputs. The number of workers, size of farm, and distance from nearest city are related to efficiency in agricultural production.
Tipo: Working or Discussion Paper Palavras-chave: Technical efficiency; Panel data; Economies in transition; Frontier production function; Productivity Analysis.
Ano: 1996 URL: http://purl.umn.edu/18581
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Production Efficiency and Diversification in Mexican Coffee-Producing Districts AgEcon
Vedenov, Dmitry V.; Houston, Jack E.; Cardenas, Gabriela.
Coffee production system is analyzed for 24 municipios (districts) in Veracruz, Mexico, from 1997 to 2002. A stochastic frontier approach is used to estimate an input distance function and to evaluate production efficiency. Results show the production process to be stable over time despite global price fluctuations. Production of staple crop (corn) with either coffee or other cash crops results in increased efficiency as a result of the economies of complementarity, while production of coffee with other cash crops leads to lower efficiency. Factors contributing to higher efficiency included higher population density, road availability, and higher altitude, typically associated with production of higher-quality coffee.
Tipo: Journal Article Palavras-chave: Coffee production; Distance function; Mexico; Production systems; Stochastic frontier; Technical efficiency; L25; L79; O13; Q12.
Ano: 2007 URL: http://purl.umn.edu/37063
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