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Application of nonparametric method to improve energy productivity and CO2 emission for barley production in Iran CIGR Journal
Ghasemi Mobtaker, Hassan; Taki, Morteza; Salehi, Marzie; Zarei Shahamat, Ebrahim.
The nonparametric method of data envelopment analysis (DEA) was used to investigate the energy efficiency and CO2 emission of barley farm in Hamedan province of Iran.  The method was used based on eight energy inputs including human labor, machinery, diesel fuel, fertilizers, farmyard manure, biocide, electricity and seed energy and single output of barley yield and technical, pure technical, scale and cross efficiencies were calculated using CCR and BCC models.  The results showed that the average values of technical, pure technical and scale efficiency scores of farmers were 0.788, 0.941 and 0.833, respectively.  Also, energy saving target ratio for barley production was calculated as 11.45%, indicating that by following the recommendations of this...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Data envelopment analysis; Energy saving; Barley; Chemical fertilizers.
Ano: 2013 URL: http://www.cigrjournal.org/index.php/Ejounral/article/view/2618
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Water Total Factor Productivity Growth of Rice and Corn Crops Using Data Envelopment Analysis – Malmquist Index (West Timor, Indonesia) CIGR Journal
Koehuan, Jonathan; Suharto, Bambang; Djoyowasito, Gunomo; Susanawati, Liliya.
This study aims to estimate staple food water productivity based on crop water use and subsequently aimed to analyze the total factor productivity growth using DEA-MI methods. The secondary panel data from 2000-2015 regarding climate data, main food harvested areas and main food production were applied. The results show that despite higher dependencies on rainwater, staple food production used a small part of the volume. Staple food water productivity showed a fluctuation and positive trends, falling in the range of global estimates but still below the upper value. The single input-single output analysis showed that the mean annual TFP growth of WPPaddy and WPCorn was positive, mainly due to technology change (TEC) rather than the decrease in efficiency...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Crop water; Data envelopment analysis; Malmquist index; Water productivity.
Ano: 2020 URL: http://www.cigrjournal.org/index.php/Ejounral/article/view/5881
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Modeling and optimization of energy consumption for grape fruit productionin Iran CIGR Journal
qasemi kordkheili, peyman.
Grape fruit production has increasing rate in recent years. In this study a non-parametric method of Data Envelopment Analysis (DEA) has used to estimate the energy efficiency of grape fruit production orchards in Sari region of Iran. Additionally, the impacts of energy inputs on grape fruit yield were determined. Data were collected using a face-to-face questionnaire method from 71 orchardists in winter 2014. The results showed that the total energy consumption was 49.8 GJ ha–1 and chemical fertilizers by 28% of this quantity had highest share on total input energy. The results of CCR and BCC models of DEA showed that from total of 71 orchardists, only 21 orchards were technical efficient by efficiency score of 1 and 43 orchards were pure technical...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Data envelopment analysis; Energy indices; Energy saving; Grape fruit production.
Ano: 2015 URL: http://www.cigrjournal.org/index.php/Ejounral/article/view/3020
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Technical efficiency analysis of marine shrimp farming (Litopenaeus vannamei) in biofloc and conventional systems: A case study in northeastern Brazil Anais da ABC (AABC)
REGO,MARCELO A.S.; SABBAG,OMAR J.; SOARES,ROBERTA B.; PEIXOTO,SILVIO.
Abstract Shrimp farming has a great ecological, economic, and social importance in northeastern Brazil. Although the conventional farming system is widely used, biofloc technology (BFT) system has been developed to reduce environmental impacts and optimizing the production. Thus,the present study evaluated the technical efficiency of production cycles of Litopenaeus vannamei in conventional and BFT systems.We analyzed 48 production cycles in the conventional system in 2013 and 2014 and 9 cycles in the BFT system in 2014 through data envelopment analysis (DEA). The inputs corresponded to the population density (post-larvae m-2), amount of feed (kg ha-1 cycle-1), labor (man ha-1) and power supply (HP ha-1), whereas the yield (kg ha-1 cycle-1) was considered...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Data envelopment analysis; Inefficiency; Productive systems; Shrimp farming.
Ano: 2018 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0001-37652018000703705
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Análisis de la productividad en las entidades federativas de México. Colegio de Postgraduados
Freire Basantes, Verónica del Carmen.
En esta investigación se realizó un análisis comparativo de los cambios en la productividad de las entidades federativas de México, durante el período 2005-2010. Para estimar la productividad se utilizó la metodología basada en el Análisis Envolvente de Datos (DEA), bajo el Índice de Productividad de Malmquist (IPM), empleando como producto al PIB estatal y como insumos al capital y mano de obra. Los resultados muestran un descenso general en la productividad del 2005 al 2009, con una recuperación en el 2010; esto se debió principalmente al componente de cambio tecnológico, más que a cambios en la eficiencia técnica. Los desequilibrios regionales principalmente del cuarto período que reflejan los resultados del IPM coinciden con la crisis financiera del...
Palavras-chave: Método envolvente de datos; Inventario de capital; Productividad; Doctorado; Economía; Data envelopment analysis; Capital stock; Productivity.
Ano: 2012 URL: http://hdl.handle.net/10521/1767
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COST EFFICIENCY OF CATFISH FARMS IN CHICOT COUNTY, ARKANSAS: THE IMPACT OF EXTENSION SERVICES AgEcon
Engle, Carole R.; Kaliba, Aloyce R..
Cost efficiency measures of a sample of catfish farms in Chicot County, Arkansas are estimated using a data envelopment analysis technique. A measure of overall efficiency is used to determine operator's characteristics, farm practices, and institutional support services that are likely to lead to higher farm level cost efficiency. Results indicate that live catfish production could increase by 55% using the same level of inputs if all farms were operating at the minimum average cost curve. Higher feeding rate and availability of extension services were associated with increased cost efficiency. Higher stocking density affected overall efficiency negatively. The marginal value of extension contacts in Chicot County was estimated to be $2988. This study...
Tipo: Conference Paper or Presentation Palavras-chave: Catfish; Cost efficiency; Data envelopment analysis; And extension services; Resource /Energy Economics and Policy; C14; C24; D61.
Ano: 2004 URL: http://purl.umn.edu/34740
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Efficiency and productivity change of Estonian dairy farms from 2001 - 2009 AgEcon
Luik, Helis; Omel, Raul; Viira, Ants-Hannes.
The purpose of this paper is to analyse productivity change of Estonian dairy farms during the period 2001-2009. Data envelopment analysis (DEA) was used to estimate the technical efficiency of producers and Malmquist productivity index for analysis of productivity change. Estonian FADN data was used in analysis. Performed analysis indicated that Estonian EU accession in 2004 increased considerably total factor productivity. Farm gate milk prices have considerable effect on total factor productivity change. Number of cows and milk yield has positive and dependence on subsidies, stocking density and capital to working hours ratio have negative effects on total factor productivity change.
Tipo: Conference Paper or Presentation Palavras-chave: Malmquist productivity index; Technical efficiency; Technical change; Data envelopment analysis; Dairy production; Livestock Production/Industries; Productivity Analysis.
Ano: 2011 URL: http://purl.umn.edu/114583
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Analyzing Differences in Rural Hospital Efficiency: A Data Envelopment Analysis Approach AgEcon
Nedelea, I. Cristian; Fannin, James Matthew; Barnes, James N..
This study analyzes difference in efficiency among the U.S. rural hospitals using a two-stage, semi-parametric approach. Data Envelopment Analysis is used in the first stage to calculate cost, technical and allocative efficiencies of Critical Access Hospitals (CAH) and non-CAH rural hospitals. Following Simar and Wilson (2007), bootstrapped truncated regressions are used in the second stage to infer on relationship between the cost, technical and allocative inefficiencies of hospitals and some environmental variables. The estimated results show that CAHs are less cost, technical and allocative efficient than non-CAH rural hospitals. The results also show that Medicare cost-based reimbursement for CAHs has a negative effect on the efficiency of these...
Tipo: Conference Paper or Presentation Palavras-chave: Efficiency; Two-stage; Semi-parametric; Bootstrap; Data envelopment analysis; Health Economics and Policy; I12; I18.
Ano: 2010 URL: http://purl.umn.edu/61391
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Exploring the role of fertilizer application on the sustainability of Greek potato farms: A DEA application AgEcon
Vasileiou, Konstantinos Z..
Farm sustainability is becoming an increasingly important issue to European agriculture. However, fertilizer leaching to groundwater is still a major concern for Greek agriculture. The impact on the maximum potential short-run profit and yield, when fertiliser application dose is limited to certain point, was examined, using Data Envelopment Analysis (DEA). Spring potato farmers were found to apply rather high doses of chemical fertiliser, which poses high potential risk for nitrate and phosphorus leaching to groundwater. However, restricting nitrogen application to the doses recommended by agronomists would imply only little economic and yield sacrifices on potato farms,but resulting to significant reduction to potential environmental risk.
Tipo: Article Palavras-chave: Farm management; Data envelopment analysis; Farm sustainability; Shortrun profit; Environmental Economics and Policy; Farm Management.
Ano: 2010 URL: http://purl.umn.edu/118573
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TECHNICAL AND SCALE EFFICIENCIES FOR CHINESE RURAL CREDIT COOPERATIVES: A BOOTSTRAPPING APPROACH IN DATA ENVELOPMENT ANALYSIS AgEcon
Dong, Fengxia; Featherstone, Allen M..
Chinese rural credit cooperatives (RCCs) are a major supplier of credit to the rural sector in the country. However, Chinese RCCs are currently encountering operating problems, and an experimental reform is being carried out to restructure and reform the RCCs. In order to have some idea about the efficacy of reform, it is important to have an understanding of the institutional economics underlying the delivery of rural credit in China. This paper evaluates pure technical efficiency, overall technical efficiency, and scale efficiencies for RCCs in China using nonparametric techniques. The use of a bootstrap algorithm is proposed to perform inference for efficiency measures.
Tipo: Working or Discussion Paper Palavras-chave: Bootstrapping; Chinese rural credit cooperatives; Data envelopment analysis; Scale efficiency; Technical efficiency; Agricultural Finance.
Ano: 2004 URL: http://purl.umn.edu/18597
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What is the Effect of Operational Managerial Practices on Dairy Farm Efficiency? Some Results from Sweden AgEcon
Johansson, Helena; Ohlmer, Bo.
The article aims to investigate how operational managerial practices can contribute to improved farm level efficiency at dairy farms. Operational managerial practices are defined as animal health, breeding, and feeding practices. The main contribution of the article is that it investigates aspects that can be adjusted every day to improve farm efficiency. Aspects describing each of the considered managerial practices are regressed on farm level data envelopment efficiency scores based on farm level data from Sweden. The results show that changes in breeding and feeding practices can lead to improved efficiency. Breeding exactly the number of heifers that is needed for replacement of the dairy cows negatively affects long-run technical efficiency. On the...
Tipo: Conference Paper or Presentation Palavras-chave: Allocative efficiency; Dairy farms; Data envelopment analysis; Economic efficiency; Operational managerial practices; Technical efficiency; Tobit regression; Sweden; Livestock Production/Industries; Productivity Analysis.
Ano: 2007 URL: http://purl.umn.edu/9845
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Assessing programmes for the provision of agri-environmental services – An efficiency analysis realized in Southern Germany AgEcon
Kantelhardt, Jochen; Eckstein, Karin; Hoffmann, Helmut.
Agricultural land use does not only concern farmers, but is of high relevance for the environment. Agri-environmental programmes aim to foster the environmental soundness of agricultural production. The aim of this study is to analyse the impact of agri-environmental programmes on the economic and the environmental performance of farms. Using the nonparametric method of Data Envelopment Analysis (DEA), we calculated the economic as well as the environmental efficiencies of farms and examined whether farms are able to succeed in combining environmental and economic efficiency. As study object serves a South German agri-environmental programme, the Bavarian KULAP. A farm survey was conducted covering a total of 102 farmers. The results show that farmers who...
Tipo: Conference Paper or Presentation Palavras-chave: Agri-environmental programme; Data envelopment analysis; Environmental efficiency; Economic efficiency; Environmental Economics and Policy; Productivity Analysis; Resource /Energy Economics and Policy.
Ano: 2009 URL: http://purl.umn.edu/51688
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How can Farmer Managerial Capacity Contribute to Improved Farm Performance? A Study of Dairy Farms in Sweden AgEcon
Johansson, Helena.
This paper investigates how managerial capacity aspects influence efficiency of dairy farms in Sweden. Based on non-parametric methods, Tobit and logistic regressions, several managerial capacity aspects are found to influence long and short run input efficiency scores, but to influence output efficiency less. Examples of important aspects are: internal locus of control, positive profitability attitude, profitability perception and participation in study circles. Based on this, a way of supporting dairy farms to become more profitable is to organize educational and discussion clubs where the farmers learn from each other and form professional dairy farm advisors.
Tipo: Conference Paper or Presentation Palavras-chave: Dairy farms; Data envelopment analysis; Decision-making; Efficiency; Logistic regression; Managerial capacity; Tobit Regression; Farm Management; Productivity Analysis.
Ano: 2007 URL: http://purl.umn.edu/9874
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Are Hospitals Seasonally Inefficient? Evidence from Washington State Hospitals AgEcon
Friesner, Daniel L.; McPherson, Matthew Q.; Rosenman, Robert.
Efficiency measurement has been one of the most extensively explored areas of health services research over the past two decades. Despite this attention, few studies have examined whether a provider’s efficiency varies on a monthly, quarterly or other, sub-annual basis. This paper presents an empirical study that looks for evidence of seasonal inefficiency. Using a quarterly panel of general, acute-care hospitals from Washington State, we find that hospital efficiency does vary over time; however, the nature of this dynamic inefficiency depends on the type of efficiency being measured. Our results suggest that technical and cost efficiency vary by quarter. Allocative and scale efficiency also vary on a quarterly basis, but only if the data are jointly...
Tipo: Working or Discussion Paper Palavras-chave: Seasonality; Efficiency; Hospitals; Data envelopment analysis; Health Economics and Policy.
Ano: 2006 URL: http://purl.umn.edu/12957
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Policies, Natural Resource Governance and Local Development AgEcon
Massuanganhe, Israel Jacob.
The role that agriculture should play in economic development has been recognised for years. In recent years, concern has been expressed over rising agricultural and food prices. The world market prices for major food commodities have risen sharply to historic highs of more than 60 percent above levels just two years ago. Many factors have contributed to the rise in food commodity prices. Some factors reflect trends of slower growth in production and more rapid growth in demand that have contributed to a tightening of world balances of grains and oilseeds over the last decade. Other factors that have added to global food commodity price inflation include the declining value of the US dollar, rising energy prices, increasing agricultural costs of...
Tipo: Thesis or Dissertation Palavras-chave: Data envelopment analysis; Efficiency; Decentralisation; Natural resource management; Land reform; Agricultural development; Governance; Participation; Local development; Agricultural and Food Policy; Community/Rural/Urban Development; Institutional and Behavioral Economics; International Development; Political Economy; Resource /Energy Economics and Policy.
Ano: 2008 URL: http://purl.umn.edu/53061
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The Relative Cost Efficiencies of Commercial Banks, Rural Financial Institutions, and Microfinance Institutions in China AgEcon
Wu, Ya; Escalante, Cesar L.; Gunter, Lewell F..
This study employed data envelopment analysis (DEA) to evaluate the comparative efficiency performance of selected commercial banks, rural financial institutions and microfinance institutions in China. The first pairwise comparison indicated that commercial banks achieved higher level of overall technical efficiency, pure technical efficiency and scale efficiency than rural financial institutions (including RCCs) through the study period (2004-2007). Overall technical inefficiency seems to be more attributed to scale inefficiency rather than pure technical inefficiency for both commercial banks and rural financial institutions. The second pairwise comparison indicated that RCCs and CFPA are the most efficient institutions with efficiency scores of 1...
Tipo: Conference Paper or Presentation Palavras-chave: Microfinance; China; Data envelopment analysis; Technical inefficiency; Scale efficiency; Agricultural Finance.
Ano: 2010 URL: http://purl.umn.edu/61158
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USING DEA TO EVALUATE EFFICIENCY OF HIGHER EDUCATION AgEcon
Toth, Reka.
The aim of the higher education reform process both in Hungary and in the European countries is establishing a competitive, qualitative higher education with efficiently operating institutions. The question of efficiency needs increased attention not only because of the decline of the state support but also the rapid raise of the student mass. In the education system it’s not easy to measure the output of the services. The situation is more complicated if an organisation or a sector has multiple inputs and outputs. In this case a possible method of determining efficiency is Data Envelopment Analysis. In my paper I’d like to introduce this method and use it to compare the efficiency of higher education systems. Furthermore I am examining whether their...
Tipo: Journal Article Palavras-chave: Higher education; Production efficiency; Data envelopment analysis; Tobit regression; Sensitivity; Agribusiness; Agricultural and Food Policy; Productivity Analysis; Teaching/Communication/Extension/Profession.
Ano: 2009 URL: http://purl.umn.edu/53548
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FACTORS AFFECTING PRODUCTION EFFICIENCY IN A NEW ALTERNATIVE ENTERPRISE: THE CASE OF THE RATITE INDUSTRY AgEcon
Gillespie, Jeffrey M.; Schupp, Alvin R.; Taylor, Gary.
Technical efficiency measures are calculated for ratite producers using data envelopment analysis. Regression analysis is then used to determine producer characteristics that are likely to lead to higher technical efficiencies. Results indicate that the most technically efficient ratite producers in Louisiana are not producing at the benchmark efficiency level advocated by the industry. Producer experience with other livestock, specialization, and labor are factors likely to lead to higher technical efficiency. These results are expected to hold for most new, alternative livestock enterprises.
Tipo: Journal Article Palavras-chave: Data envelopment analysis; Ratite; Technical efficiency; Livestock Production/Industries; Productivity Analysis.
Ano: 1997 URL: http://purl.umn.edu/15058
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Does Farm Size and Specialization Matter for Productive Efficiency? Results from Kansas AgEcon
Mugera, Amin W.; Langemeier, Michael R..
In this article, we used bootstrap data envelopment analysis techniques to examine technical and scale efficiency scores for a balanced panel of 564 farms in Kansas for the period 1993–2007. The production technology is estimated under three different assumptions of returns to scale and the results are compared. Technical and scale efficiency is disaggregated by farm size and specialization. Our results suggest that farms are both scale and technically inefficient. On average, technical efficiency has deteriorated over the sample period. Technical efficiency varies directly by farm size and the differences are significant. Differences across farm specializations are not significant.
Tipo: Journal Article Palavras-chave: Bootstrap; Data envelopment analysis; Efficiency; Farms; Farm Management; Production Economics; D24; Q12.
Ano: 2011 URL: http://purl.umn.edu/117947
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Economic and Marketing Efficiency Among Corn Ethanol Plants AgEcon
Sesmero, Juan P.; Perrik, Richard K.; Fulginiti, Lilyan E..
In the corn ethanol industry, the ability of plants to obtain favorable prices through marketing decisions is considered important for their overall economic performance. Based on a panel of surveyed of ethanol plants we extend data envelopment analysis (DEA) to decompose the economic efficiency of plants into conventional sources (technical and allocative efficiency) and a new component we call marketing efficiency. The latter measure allows us to evaluate plants’ ability to contract favorable prices of corn and ethanol relative to spot market prices and its implications for their overall economic performance. Results show that plants are very efficient from a technical point of view. Dispersion in overall economic performance observed across units is...
Tipo: Conference Paper or Presentation Palavras-chave: Corn ethanol; Data envelopment analysis; Economic efficiency decomposition; Marketing efficiency; Mergers; Environmental Economics and Policy.
Ano: 2011 URL: http://purl.umn.edu/101001
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