Technical efficiency in farming: a meta-regression analysis

Springer Science and Business Media LLC - Tập 27 Số 1 - Trang 57-72 - 2007
Boris E. Bravo‐Ureta1, Daniel Solís2, Víctor H Moreira López3, José Maripani4, Abdourahmane Thiam5, Teodoro E. Rivas6
1Office of International Affairs, University of Connecticut, 843 Bolton Road, U-1182, Storrs, CT, 06269-1182, USA
2Division of Marine Affairs and Policy, Rosenstiel School of Marine and Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149, USA
3Department of Agricultural Economics, University Austral de Chile, Valdivia, Chile
4Department of Agricultural Resource Economics, University of Connecticut, Storrs, CT, USA
5Ecole Nationale d’Economie Appliquée, Dakar, Senegal
6Department of Agricultural Policies in the Studies and Agrarian Policies Bureau, Ministry of Agriculture, Santiago, Chile

Tóm tắt

Từ khóa


Tài liệu tham khảo

Abay C, Miran B, Gunden C (2004) An analysis of input use efficiency in tobacco production with respect to sustainability: the case study of Turkey. J Sustain Agric 24:123–143

Abdulai A, Eberlin R (2001) Technical efficiency during economic reform in Nicaragua: evidence from farm household survey data. Econ Syst 25:113–125

Abdulai A, Huffman W (2000) Structural adjustment and efficiency of rice farmers in Northern Ghana. Econ Develop Cultural Change 48:503–521

Admassie A (1999) Sources of efficiency differentials in smallholder agriculture. Quart J Int Agric 38:203–220

Aguilar R, Bigsten A (1993) An analysis of differences in technical efficiency among Kenyan smallholders. Eastern Africa Econ Rev 9:295–306

Ahmad M, Bravo-Ureta BE (1996) Technical Efficiency Measures for Dairy Farms Using Panel Data: A Comparison of Alternative Model Specifications. J Product Anal 7:399–415

Ajibefun I, Abdulkadri A (1999) An investigation of technical inefficiency of production of farms under National Diretorate of Employment in Ondo State, Nigeria. Appl Econ Lett 6:111–114

Ajibefun I, Battese GE, Daramola A (2002) Determinants of technical efficiency in smallholder food crop farming: application of stochastic frontier production function. Quart J Int Agric 41:225–240

Ali M, Flinn J (1989) Profit efficiency among basmati rice producers in Pakistan Punjab. Am J Agric Econ 71:303–310

Ali F, Parikh A, Shah M (1994) Measurement of profit efficiency using behavioral and stochastic frontier approaches. Appl Econ 26:181–188

Alston J, Marra M, Pardey P, Wyatt T (2000) Research returns redux: a meta-analysis of the returns to agricultural R&D. Aust J Agric Resour Econ 44:185–215

Alvarez A, Arias C (2004) Technical efficiency and farm size: a conditional analysis. Agric Econ 30:241–250

Alvarez A, González E (1999) Using cross-section data to adjust technical efficiency indexes estimated with panel data. Am J Agric Econ 81:894–901

Alvarez A, Orea L (2002) Different approaches to model multi-species fisheries using primal approach. Economía Agraria y Recursos Naturales 2:5–20

Aly HY, Belbase K, Grabowski R, Kraft S (1987) The technical efficiency of Illinois grain farms: an application of a Ray-Homothetic production function. Southern J Agric Econ 19:69–78

Amara N, Traoré N, Landry R, Romain R (1999) Technical efficiency and farmers’ attitudes toward technological innovation: the case of the potato farmers in Quebec. Can J Agric Econ 47:31–43

Amaza P, Olayemi J (2002) Analysis of technical inefficiency in food crop production in Gombe State, Nigeria. Appl Econ Lett 9:51–54

Araujo C, Araujo-Bonjean C (1999) Mesure de L’efficacité Économique des Modes de Faire Valoir au Brésil. Can J Agric Econ 47:181–197

Asmild M, Hougaard JL, Kronborg D, Kvist HK (2003) Measuring inefficiency via potential improvements. J Product Anal 19:59–76

Audibert M (1997) Technical inefficiency effects among paddy farmers in the villages of the ‘Office du Niger’, Mali, West Africa. J Product Anal 8:379–394

Bagi F (1982) Relationship between farm size and technical efficiency in West Tennessee Agriculture. Southern J Agric Econ 14:139–144

Bagi F, Huang C (1983) Estimating production technical efficiency for individual farms in Tennessee. Can J Agric Econ 31:249–256

Bailey D, Biswas B, Kumbhakar SC, Schulthies B (1989) An analysis of technical, allocative, and scale inefficiency: the case of Ecuadorian dairy farms. Western J Agric Econ 14:30–37

Bakhshoodeh M, Thomson K (2001) Input and output technical efficiency of wheat production in Kerman, Iran. Agric Econ 24:307–313

Bashir M, Muhammad K, Khan M (1995) An analysis of technical efficiency of wheat growers in irrigated areas of D. I. Khan. Sarhad J Agric 11:245–251

Battese GE (1992) Frontier production functions and technical efficiency: a survey of empirical application in agricultural economics. Agric Econ 7:185–208

Battese GE, Broca S (1997) Functional forms of stochastic frontier production functions and models for technical inefficiency effects: a comparative study for wheat farmers in Pakistan. J Product Anal 8:395–414

Battese GE, Coelli TJ (1988) Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data. J Economet 38:387–399

Battese GE, Coelli TJ (1989) Estimation of frontier production functions and the efficiencies of Indian farms using panel data from ICRISAT village level studies. J Quantitative Econ 5:327–348

Battese GE, Coelli TJ (1992) Frontier production functions, technical efficiency and panel data: with application to paddy farmers in India. J Product Anal 3:153–169

Battese GE, Malik S, Broca S (1993) Production functions for wheat farmers in selected districts of Pakistan: an application of a stochastic frontier production function with time-varying inefficiency effects. Pakistan Develop Rev 32:233–268

Battese GE, Tessema G (1993) Estimation of stochastic frontier production functions with time-varying parameters and technical efficiencies using panel data from Indian villages. Agric Econ 9:313–333

Battese GE, Malik S, Gill M (1996) An investigation of technical inefficiencies of production of wheat farmers in four districts of Pakistan. J Agric Econ 47:37–49

Bhattacharyya A, Bhattacharyya A, Kumbhakar SC (1996) Government intervention, market imperfections, and technical inefficiency in a mixed economy: a case study of Indian agriculture. J Compar Econ 22:219–241

Binam J, Tonye J, Njankoua W, Nyambi G, Akoa M (2004) factors affecting the technical efficiency among smallholder farmers in the slash and burn agriculture zone of Cameroon. Food Policy 29:531–545

Bravo-Ureta BE (1986) Technical efficiency measures for dairy farms based on probabilistic frontier function model. Can J Agric Econ 34:399–415

Bravo-Ureta BE, Evenson R (1994) Efficiency in agricultural production: the case of peasant farmers in Eastern Paraguay. Agric Econ 10:27–37

Bravo-Ureta BE, Pinheiro A (1993) Efficiency analysis of developing country agriculture: a review of the frontier function literature. Agric Resour Econ Rev 22:88–101

Bravo-Ureta BE, Pinheiro A (1997) Technical, economic, and allocative efficiency in peasant farming: evidence from the Dominican Republic. Develop Econ 35:48–67

Bravo-Ureta BE, Rieger L (1990) Alternative production frontier methodologies and dairy farm efficiency. J Agric Econ 41:215–226

Bravo-Ureta BE, Rieger L (1991) Dairy farm efficiency measurement using stochastic frontiers and neoclassical duality. Am J Agric Econ 73:421–428

Brümmer B (2001) Estimating confidence intervals for technical efficiency: the case of private farms in Slovenia. Eur Rev Agric Econ 28:285–306

Brümmer B, Loy J (2000) The technical efficiency impact of farm credit programs: a case study of Northern Germany. J Agric Econ 51:405–418

Brümmer B, Glauben T, Thijssen G (2002) Decomposition of productivity growth using distance functions: the case of dairy farms in three European countries. Am J Agric Econ 84:628–644

Byrnes P (1987) Technical efficiency and size: the case of Illinois grain farms. Eur Rev Agric Econ 14:367–381

Chandra S (1979) Technical efficiency in farming: the relationship with the age of the farm manager. Fiji Agric J 41:31–36

Chandra S, de Boer J (1981) Some interactions between land tenure, technical efficiency, and gross output on mixed farming systems in Fiji. Quart J Int Agric 20:224–236

Chavas J, Aliber M (1993) An analysis of economic efficiency in agriculture: a nonparametric approach. J Agric Resour Econ 18:1–16

Chavas J, Petrie R, Roth M (2005) Farm household production inefficiency in the Gambia: resource constraints and market failures. Am J Agric Econ 87:160–179

Cloutier L, Rowley R (1993) Relative technical efficiency: data envelopment analysis and Quebec’s dairy farms. Can J Agric Econ 41:169–176

Coelli TJ (1995) Recent development in frontier modelling and efficiency measurement. Aust J Agric Econ 39:219–245

Coelli T, Battese GE (1996) Identification of factors which influence the technical inefficiency of Indian farmers. Aust J Agric Econ 40:103–128

Coelli TJ, Fleming E (2004) Diversification economies and specialisation efficiencies in a mixed food and coffee smallholder farming system in Papua New Guinea. Agric Econ 31:229–239

Coelli TJ, Perelman S (2000) Technical efficiency of European Railways: a distance function approach. Appl Econ 32:1967–1976

Croppenstedt A, Mulat D (1997) An empirical study of cereal crop production and technical efficiency of private farmers in Ethiopia: a mixed fixed-random coefficients approach. Appl Econ 29:1217–1226

Cuesta R (2000) A production model with firm-specific temporal variation in technical inefficiency: with application to Spanish dairy farms. J Product Anal 13:139–158

Dawson PJ (1985) Measuring technical efficiency from production functions: some further estimates. J Agric Econ 36:31–40

Dawson PJ (1987) Farm specific technical efficiency in the England and Wales dairy sector. Eur Rev Agric Econ 14:383–394

Dawson PJ (1988) Technical efficiency relative to a stochastic cost frontier for the England and Wales dairy sector. Oxford Agrarian Stud 16:45–55

Dawson PJ (1990) Farm efficiency in the England and Wales dairy sector. Oxford Agrarian Stud 18:35–42

Dawson PJ, Lingard J (1991) Approaches to measuring technical efficiency on Philippine rice farms. J Int Develop 3:211–228

Dawson PJ, White B (1990) The post-quota performance of dairy farms in England and Wales. Appl Econ 22:1399–1406

Dawson PJ, Woodford CH (1991) Generalized farm-specific technical efficiency in the England and Wales dairy sector. Oxford Agrarian Stud 19:53–60

Dawson PJ, Lingard J, Woodford CH (1991) A generalized measure of farm-specific technical efficiency. Am J Agric Econ 73:1098–1104

de Koeijer TJ, Wossink G, Struik P, Renkema J (2002) Measuring agricultural sustainability in terms of efficiency: the case of Dutch sugar beet growers. J Environ Manage 66:9–17

de Koeijer TJ, Wossink G, Smit A, Janssens S, Renkema J, Struik P (2003) Assessment of the quality of farmers’ environmental management and its effects on resource use efficiency: a Dutch case study. Agric Syst 78:85–103

Demir N, Mahmud S (1998) Regional technical efficiency differentials in the Turkish agriculture: a note. Indian Econ Rev 33:197–206

Dhungana B, Nuthall P, Nartea G (2004) Measuring the economic inefficiency of Nepalese rice farms using data envelopment analysis. Aust J Agric Resour Econ 48:347–369

Ekanayake S, Jayasuriya S (1987) Measurement of firm specific technical efficiency: a comparison of methods. J Agric Econ 38:115–122

Fan S (1991) Effects of technological change and institutional reform on production growth in Chinese agriculture. Am J Agric Econ 73:266–275

Farrell M (1957) The measurement of productivity efficiency. J Roy Stat Soc 120:253–290

Featherstone A, Langemeier M, Ismet M (1997) A nonparametric analysis of efficacy for a sample of Kansas beef cow farms. J Agric Appl Econ 29:175–184

Fernandez-Cornejo J (1994) Nonradial technical efficiency and chemical input use in agriculture. Agric Resour Econ Rev 23:11–21

Field A (2005) Discovering statistics using SPSS, 2nd edn. Sage Publications Ltd.

Fletschner D, Zepeda L (2002) Efficiency of small landholders in Eastern Paraguay. J Agric Resour Econ 27:554–572

Fraser I, Cordina D (1999)An application of data envelopment analysis to irrigated dairy farms in Northern Victoria, Australia. Agric Syst 59:267–282

Ghosh S, McGuckin J, Kumbhakar SC (1994) Technical efficiency, risk attitude, and adoption of new technology: the case of the U.S. dairy industry. Technol Forecasting Social Change 46:269–278

Giannakas K, Schoney R, Tzouvelekas V (2001) Technical efficiency, technological change and output growth of wheat farms in Saskatchewan. Can J Agric Econ 49:135–152

Giannakas K, Tran K, Tzouvelekas V (2000) Efficiency, technological change and output growth in Greek Olive growing farms: a box-cox approach. Appl Econ 32:909–916

Gillespie J, Schupp A, Taylor G (1997) Factors affecting production efficiency in a new alternative enterprise: the case of the Ratite industry. J Agric Appl Econ 29:409–418

Greene W (1993) The econometric approach to efficiency analysis. In: Fried HO, Lovell CAK, Schmidt SS (eds) The measurement of productive efficiency: techniques and applications. Oxford University Press, pp 68–119

Greene W (2002) Econometric analysis, 5th edn. Pearson Education

Gorton M, Davidova S (2004) Farm productivity and efficiency in the CEE applicant countries: a synthesis of results. Agric Econ 30:1–16

Hadri K, Guermat C, Whittaker J (2003) Estimating farm efficiency in the presence of double heteroscedasticity using panel data. J Appl Econ 6:255–268

Hadri K, Guermat C, Whittaker J (2003) Estimation of technical inefficiency effects using panel data and doubly heteroscedastic stochastic production frontiers. Emp Econ 28:203–222

Hallam D, Machado F (1996) Efficiency analysis with panel data: a study of Portuguese dairy farms. Eur Rev Agric Econ 23:79–93

Hasnah, Fleming E, Coelli T (2004) Assessing the performance of a nucleus estate and smallholder scheme for oil palm production in West Sumatra: a stochastic frontier analysis. Agric Syst 79:17–30

Heckman JJ (2001) Micro data, heterogeneity, and the evaluation of public policy: nobel lecture. J Polit Econ 109:673–748

Heshmati A (1998) Efficiency measurement in rotating panel data. Appl Econ 30:919–930

Heshmati A, Kumbhakar SC (1994) Farm heterogeneity and technical efficiency: some results from Swedish dairy farm. J Product Anal 5:45–61

Heshmati A, Kumbhakar SC (1997) Estimation of technical efficiency in Swedish crop farms: a pseudo panel data approach. J Agric Econ 48:22–37

Heshmati A, Mulugeta Y (1996) Technical efficiency of the Ugandan Matoke. Appl Econ Lett 3:491–494

Heshmati A, Kumbhakar SC, Hjalmarsson L (1995) Efficiency of the Swedish pork industry: a farm level study using rotating panel data 1976–1988. Eur J Operat Res 80:519–533

Hjalmarsson L, Kumbhakar SC, Heshmati A (1996) DEA, DFA and SFA: a comparison. J Product Anal 7:303–327

Huang C, Bagi F (1984) Technical efficiency on individual farms in Northwest India. Southern Econ J 50:108–115

Huang Y, Kalirajan K (1997) Potential of China’s grain production: evidence from the household data. Agric Econ 17:191–199

Iráizoz B, Rapún M, Zabaleta I (2003) Assessing the technical efficiency of horticultural production in Navarra, Spain. Agric Syst 78:387–403

Iráizoz B, Bardaji I, Rapún M (2005) The Spanish beef sector in the 1990s: impact of the BSE crisis on efficiency and profitability. Appl Econ 37:473–484

Ivaldi M, Perrigne I, Simioni M (1994) Productive efficiency of French grain producers: a latent variable model. J Product Anal 5:287–299

Jaforullah M, Whiteman J (1999) Scale efficiency in the New Zealand dairy industry: a non-parametric approach. Aust J Agric Resour Econ 43:523–541

Johnson S, Bouzaher A, Carriquiry A, Jensen H, Lakshminarayan P (1994) Production efficiency and agricultural reform in Ukraine. Am J Agric Econ 76:629–635

Judge G, Hill C, Griffits W, Lutkepohl H, Lee T (1988) Introduction to the theory and practice of econometrics. John Wiley & Son

Kalaitzandonakes N, Dunn E (1995) Technical efficiency, managerial ability and farmer education in Guatemalan corn production: a latent variable analysis. Agric Resour Econ Rev 24:36–46

Kalaitzandonakes N, Wu S, Ma J (1992) The relationship between technical efficiency and firm size revisited. Can J Agric Econ 40:427–442

Kalirajan K (1984) Farm-specific technical efficiencies and development policies. J Econ Stud 11:3–13

Kalirajan K (1986) Measuring technical efficiencies from interdependent multiple outputs frontiers. J Quantitative Econ 2:263–274

Kalirajan K (1990) On measuring economic efficiency. J Appl Economet 5:75–85

Kalirajan K (1991) The importance of efficient use in the adoption of technology: a micro panel data analysis. J Product Anal 2:113–126

Kalirajan K, Flinn J (1983) The measurement of farm-specific technical efficiency. Pak J Applied Econ 2:167–180

Kalirajan K, Shand R (1986) Estimating location-specific and firm-specific technical efficiency: an analysis of Malaysian agriculture. J Econ Develop 11:147–160

Kalirajan K, Shand R (1989) Generalized measure of technical efficiency. Appl Econ 21:25–34

Kalirajan K, Shand R (2001) Technology and farm performance: path of productive efficiencies over time. Agric Econ 24:297–306

Karagiannis G, Tzouvelekas V (2001) Self-dual stochastic production frontiers and decomposition of output growth: the case of Olive-growing farms in Greece. Agric Resour Econ Rev 30:168–178

Karagiannis G, Midmore P, Tzouvelekas V (2002) Separating technical change from time-varying technical inefficiency in the absence of distributional assumptions. J Product Anal 18:23–38

Kontos A, Young T (1983) An analysis of technical efficiency on a sample of Greek farm. Eur Rev Agric Econ 10:271–280

Kumbhakar SC (1994) Efficiency estimation in a profit maximizing model using flexible production function. Agric Econ 10:143–152

Kumbhakar SC (2001) Estimation of profit functions when profit is not maximum. Am J Agric Econ 83:1–19

Kumbhakar SC, Heshmati A (1995) Efficiency measurement in Swedish Dairy Farms: an application of rotating panel data, 1976–88. Am J Agric Econ 77:660–674

Kumbhakar SC, Lovell C (2000) Stochastic frontier analysis. Cambridge University Press.

Kumbhakar SC, Biswas B, Von Bailey D (1989) A study of economic efficiency of utah dairy farmers: a system approach. Rev Econ Stat 71:595–604

Kumbhakar SC, Ghosh S, McGuckin J (1991) A generalized production frontier approach for estimating determinants of inefficiency in U.S. dairy farms. J Business Econ Stat 9:279–286

Kumbhakar SC, Orea L, Rodríguez A, Tsionas E (2003) Estimation of a mixture of input and output distance functions and efficiency indices. Efficiency series paper 08/2003, University of Oviedo

Kurkalova L, Carriquiry A (2003) Input- and output-oriented technical efficiency of Ukrainian collective farms, 1989–1992: Bayesian analysis of a stochastic production frontier model. J Product Anal 20:191–211

Kwon O, Lee H (2004) Productivity improvement in Korean rice farming: parametric and non-parametric analysis. Aust J Agric Resour Econ 48:323–346

Lansink A (2000) Productivity growth and efficiency measurement: a dual approach. Eur Rev Agric Econ 27:59–73

Lansink A (2004) Investigating technical efficiency and potential technological change in dutch pig farming. Agric Syst 79:353–367

Lansink A, Pietola K, Backman S (2002) Efficiency and productivity of conventional and organic farms in Finland 1994–1997. Eur Rev Agric Econ 29:51–65

Latruffe L, Balcombe K, Davidova S, Zawalinska K (2004) Determinants of technical efficiency of crop and livestock farms in Poland. Appl Econ 36:1255–1263

Latruffe L, Balcombe K, Davidova S, Zawalinska K (2005) Technical and scale efficiency of crop and livestock farms in Poland: does specialization matter? Agric Econ 32:281–296

Lissitsa A, Odening M (2005) Efficiency and total factor productivity in Ukrainian agriculture in transition. Agric Econ 32:311–325

Liu Z, Zhuang J (2000) Determinants of technical efficiency in post-collective Chinese agriculture: evidence from farm-level data. J Compar Econ 28:545–564

Maietta WO (2000) The decomposition of cost inefficiency into technical and allocative components with panel data of Italian dairy farms. Eur Rev Agric Econ 27:473–495

Mehdian S, Herr W, Eberle P, Grabowski R (1988) Toward an appraisal of the FMHA credit program: a case study of the efficiency of borrowers in Southern Illinois. Southern J Agric Econ 20:93–99

Mochebelele MT, Winter-Nelson A (2000) Migrant labor and farm technical efficiency in Lesotho. World Develop 28:143–153

Neff D, Garcia P, Hornbaker R (1991) Efficiency measures using the Ray-Homothetic function: a multiperiod analysis. Southern J Agric Econ 23:113–121

Nishimizu M, Page J (1982) Total factor productivity growth, technological progress, and technical efficiency change: dimensions of productivity change in Yugoslavia, 1965–1978. Econ J 92:920–936

Olesen O, Petersen N, Lovell C (1996) Editor’s introduction. J Product Anal 7:87–98

Orea L, Roibas D, Wall A (2004) Choosing the technical efficiency orientation to analyze firms’ technology: a model selection test approach. J Product Anal 22:51–71

Parikh A, Ali F, Shah MK (1995) Measurement of economic efficiency in Pakistani agriculture. Am J Agric Econ 77:675–685

Paul C, Nehring R, Banker D, Somwaru A (2004) Scale economies and efficiency in US agriculture: are traditional farms history? J Product Anal 22:185–205

Phillips J, Marble R (1986) Farmer education and efficiency: a frontier production function approach. Econ Educ Rev 5:257–264

Pierani P, Rizzi P (2003) Technology and efficiency in a panel of Italian dairy farms: an SGM restricted cost function approach. Agric Econ 29:195–209

Piesse J, Thirtle C, Turk J (1996) Efficiency and ownership in Slovene dairying: a comparison of econometric and programming techniques. J Compar Econ 22:1–22

Poe G, Jones B (1992) Profitability, technical efficiency, and economies of size: results from a study of Wisconsin dairy. J Am Soc Farm Managers Rural Appraisers 56:73–81

Radam A, Latiff I (1995) Decomposition measures of technical efficiency for paddy farming in Northwest Selangor integrated agricultural development project, Malaysia. Indian J Agric Econ 50:200–206

Ramanathan R (2003) An introduction to data envelopment analysis: a tool for performance management. SAGE Publications

Rawlins G (1985) Measuring the impact of I.R.D.P.II upon the technical efficiency level of Jamaican peasant farmers. Social Econ Stud 34:71–96

Rebelo J, Vaz J (2000) Sources of total factor productivity changes in farming system of the Planalto Mirandes in the nineties. Revista de Ciencias Agrarias 23:61–72

Reinhard S, Thijssen G (2000) Nitrogen efficiency of Dutch dairy farm: a shadow cost system approach. Eur Rev Agric Econ 27:167–186

Reinhard S, Lovell CAK, Thijssen G (1999) Econometric estimation of technical and environmental efficiency: an application to Dutch dairy farms. Am J Agric Econ 81:44–60

Reinhard S, Lovell C, Thijssen G (2000) Environmental efficiency with multiple environmentally detrimental variables; estimated with SFA and DEA. Eur J Operat Res 121:287–303

Resti A (2000) Efficiency measurement for multi-product industries: a comparison of recent techniques based on simulated data. Eur J Operat Res 121:559–578

Rezitis AN, Tsiboukas K, Tsoukalas S (2002) Measuring technical efficiency in the Greek agricultural sector. Appl Econ 34:1345–1357

Rezitis AN, Tsiboukas K, Tsoukalas S (2003) Investigation of factors influencing the technical efficiency of agricultural producers participating in farm credit programs: the case of Greece. J Agric Appl Econ 35:529–541

Rowland W, Langemeier M, Schurle B, Featherstone A (1998) A nonparametric efficiency analysis for a sample of Kansas Swine operations. J Agric Appl Econ 30:189–199

Russell NP, Young T (1983) Frontier production functions and the measurement of technical efficiency. J Agric Econ 34:139–150

Sarker D, De S (2004) Non-parametric approach to the study of farm efficiency in agriculture. J Contemporary Asia 34:207–220

Schmidt P, Sickles RC (1984) Production frontiers and panel data. J Business Econ Stat 2:367–374

Seyoum ET, Battese GE, Fleming EM (1998) Technical efficiency and productivity of maize producers in Eastern Ethiopia: a study of farmers within and outside the Sasakawa-global 2000 project. Agric Econ 19:341–348

Shafiq M, Rehman T (2000) The extent of resource use inefficiencies in cotton production in Pakistan’s Punjab: an application of data envelopment analysis. Agric Econ 22:321–330

Shah M, Ali F, Khan H (1994) Technical efficiency of major crop in the North-West frontier Province of Pakistan. Sarhad J Agric 10:613–621

Shapiro K (1983) Efficiency differentials in peasant agriculture and their implications for development policies. J Develop Stud 19:179–190

Sharma KR, Leung PS, Zaleski HM (1997) Productive efficiency of the swine industry in Hawaii: stochastic frontier vs. data envelopment analysis. J Product Anal 8:447–459

Sharma KR, Leung PS, Zaleski HM (1999) Technical, allocative and economic efficiencies in swine production in Hawaii: a comparison of parametric and nonparametric approach. Agric Econ 20:23–35

Sherlund S, Barrett C, Adesina A (2002) Smallholders technical efficiency controlling for environmental production conditions. J Develop Econ 69:85–101

Solís D (2005) Household productivity and investment in soil conservation: evidence from small-scale hillside farmers in Central America. Ph.D. Dissertation, University of Connecticut

Squires D, Tabor S (1991) Technical efficiency and future production gains in Indonesian agriculture. Develop Econ 29:258–270

Tadesse B, Krishnamoorthy S (1997) Technical efficiency in paddy farms of Tamil Nadu: an analysis based on farm size and Ecological zone. Agric Econ 16:185–192

Tauer L (1993) Short-run and long-run efficiencies of New York dairy farms. Agric Resour Econ Rev 22:1–9

Tauer L (1998) Productivity of New York dairy farms measured by nonparametric malmquist indices. J Agric Econ 49:234–249

Tauer L, Belbase K (1987) Technical efficiency of New York dairy farms. Northeastern J Agric Resour Econ 16:10–16

Taylor TG, Shonkwiler JS (1986) Alternative stochastic specifications of the frontier production function in the analysis of agricultural credit programs and technical efficiency. J Develop Econ 21:149–160

Taylor TG, Drummond HE, Gomes AT (1986) Agricultural credit programs and production efficiency: an analysis of traditional farming in Southeastern Minas Gerais, Brazil. Am J Agric Econ 68:110–119

Thiam A (2003) Primal versus dual farm efficiency: econometric evidence from Senegal. Ph.D. Dissertation, University of Connecticut

Thiam A, Bravo-Ureta BE, Rivas T (2001) Technical efficiency in developing country agriculture: a meta-analysis. Agric Econ 25:235–243

Thiele H, Brodersen C (1999) Differences in farm efficiency in market and transition economies: empirical evidence from West and East Germany. Eur Rev Agric Econ 26:331–347

Thomas A, Tauer L (1994) Linear input aggregation bias in nonparametric technical efficiency measurement. Can J Agric Econ 42:77–86

Tian W, Wan G (2000) Technical efficiency and its determinants in China’s grain production. J Product Anal 13:159–174

Tran S, Coelli T, Fleming E (1993) Analysis of the technical efficiency of state rubber farms in Vietnam. Agric Econ 9:183–201

Trewin R, Weiguo L, Erwidodo and S. Bahri (1995) Analysis of the technical efficiency over time of West Javanese rice farms. Aust J Agric Econ 39:143–163

Turk J (1995) Panel data estimation of technical efficiency levels in Slovene Dairying. Zb Biotehniške Fak Univ v ljubljani Kmetijstvo (Zootehnika) 66:21–31

Tzouvelekas V, Pantzios CJ, Fotopoulos C (2001) Technical efficiency of alternative farming systems: the case Greek organic and conventional Olive-growing farms. Food Policy 29:546–569

Tzouvelekas V, Pantzios CJ, Fotopoulos C (2001) Economic efficiency in organic farming: evidence from cotton frams in Viotia, Greece. J Agric Appl Econ 33:35–48

Wadud A, White B (2000) Farm household efficiency in Bangladesh: a comparison of stochastic frontier and DEA methods. Appl Econ 32:1665–1673

Wang J, Cramer G, Wailes E (1996) Production efficiency of Chinese agriculture: evidence from rural household survey data. Agric Econ 15:17–28

Wang J, Wailes E, Cramer G (1996) A shadow-profit frontier measurement of profit efficiency in Chinese agriculture. Am J Agric Econ 78:146–156

Weersink A, Turvey C, Godah A (1990) Decomposition measures of technical efficiency for ontario dairy farms. Can J Agric Econ 38:439–456

Wicks J, Velupillai P (1984) Estimating relative technical efficiency of fertilizer use from on-farm rice production experiments. Farm Management Notes for Asia and the Far East 8:28–33

Wilson P, Hadley D, Asby C (2001) The influence of management characteristics on the technical efficiency of wheat farmers in Eastern England. Agric Econ 24:329–338

Wilson P, Hadley D, Ramsden S, Kaltsas I (1998) Measuring and explaining technical efficiency in UK potato production. J Agric Econ 49:294–305

World Bank (2005) World Development Indicator. Washington DC

Wu Y (1995) Productivity growth, technological progress, and technical efficiency change in China: a three-sector analysis. J Compar Econ 21:207–229

Wu S, Devadoss S, Lu Y (2003) Estimation and decomposition of technical efficiency for sugarbeet farms. Appl Econ 35:471–484

Xu X, Jeffrey S (1998) Efficiency and technical progress in traditional and modern agriculture: evidence from rice production in China. Agric Econ 18:157–165

Yao S, Liu Z (1998) Determinants of grain production and technical efficiency in China. J Agric Econ 49:171–184