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Spiro Stefanou : Citation Profile

Are you Spiro Stefanou?

Government of the United States

22

H index

40

i10 index

1203

Citations

RESEARCH PRODUCTION:

82

Articles

46

Papers

4

Chapters

RESEARCH ACTIVITY:

   40 years (1984 - 2024). See details.
   Cites by year: 30
   Journals where Spiro Stefanou has often published
   Relations with other researchers
   Recent citing documents: 67.    Total self citations: 34 (2.75 %)

MORE DETAILS IN:
ABOUT THIS REPORT:

   Permalink: http://citec.repec.org/pst57
   Updated: 2024-12-03    RAS profile: 2024-06-07    
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Relations with other researchers

Works with:

Tzouvelekas, Vangelis (2)

Authors registered in RePEc who have co-authored more than one work in the last five years with Spiro Stefanou.

Is cited by:

Kapelko, Magdalena (85)

Oude Lansink, Alfons (49)

Carpentier, Alain (35)

Sckokai, Paolo (33)

Emvalomatis, Grigorios (29)

Latruffe, Laure (29)

Ang, Frederic (27)

Skevas, Ioannis (26)

Kumbhakar, Subal (26)

Kerstens, Pieter (26)

Tsionas, Mike (25)

Cites to:

Oude Lansink, Alfons (46)

Chambers, Robert (27)

Kerstens, Kristiaan (24)

Grosskopf, Shawna (22)

Lovell, C. (22)

Pakes, Ariel (21)

Simar, Leopold (20)

serra, teresa (19)

Sckokai, Paolo (18)

Zilberman, David (18)

Moro, Daniele (18)

Main data

Where Spiro Stefanou has published?

Journals with more than one article published# docs
American Journal of Agricultural Economics15
Journal of Productivity Analysis10
European Review of Agricultural Economics7
European Journal of Operational Research6
Northeastern Journal of Agricultural and Resource Economics5
Review of Agricultural Economics4
Journal of Agricultural Economics3
Agricultural Economics3
Journal of Economic Dynamics and Control3
Agricultural Finance Review2
Choices: The Magazine of Food, Farm, and Resource Issues2
Empirical Economics2

Working Papers Series with more than one paper published# docs
Working Papers / University of Crete, Department of Economics5
Working Papers / Center for Economic Studies, U.S. Census Bureau3
CEPR Discussion Papers / C.E.P.R. Discussion Papers2
CUDARE Working Papers / University of California, Berkeley, Department of Agricultural and Resource Economics2
Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series / Department of Agricultural & Resource Economics, UC Berkeley2
113th Seminar, September 3-6, 2009, Chania, Crete, Greece / European Association of Agricultural Economists2
2016 Annual Meeting, July 31-August 2, Boston, Massachusetts / Agricultural and Applied Economics Association2
114th Seminar, April 15-16, 2010, Berlin, Germany / European Association of Agricultural Economists2
Post-Print / HAL2
131st Seminar, September 18-19, 2012, Prague, Czech Republic / European Association of Agricultural Economists2

Recent works citing Spiro Stefanou (2024 and 2023)

YearTitle of citing document
2023Social Sustainability in European Banks: A Machine Learning Approach using Interval- Based Composite Indicators. (2023). Drago, Carlo ; Russotto, Maria Lucetta ; di Nallo, Loris. In: FEEM Working Papers. RePEc:ags:feemwp:336986.

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2023Measuring pesticide overuse and its determinants: Evidence from Vietnamese rice and fruit farms. (2023). McCann, Laura ; Skevas, Theodoros ; Tran, Lan. In: Australian Journal of Agricultural and Resource Economics. RePEc:bla:ajarec:v:67:y:2023:i:3:p:417-437.

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2023Measuring farm productivity under production uncertainty. (2023). Sidhoum, Amer Ait. In: Australian Journal of Agricultural and Resource Economics. RePEc:bla:ajarec:v:67:y:2023:i:4:p:672-687.

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2023Fungicide resistance and misinformation: A game theoretic approach. (2023). Espinolaarredondo, Ana ; Pardini, Chelsea A. In: Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie. RePEc:bla:canjag:v:71:y:2023:i:2:p:171-201.

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2023Mismeasurement and efficiency estimates: Evidence from smallholder survey data in Africa. (2023). Wossen, Tesfamicheal ; Chamberlin, Jordan ; Abay, Kibrom A. In: Journal of Agricultural Economics. RePEc:bla:jageco:v:74:y:2023:i:2:p:413-434.

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2024Analysing inefficiency in a non?parametric spatial?dynamic by?production framework: A k?nearest neighbour proposal. (2023). Skevas, Ioannis ; Lansink, Alfons Oude. In: Journal of Agricultural Economics. RePEc:bla:jageco:v:74:y:2023:i:2:p:591-607.

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2024How limiting is finance for Dutch dairy farms? A dynamic profit analysis. (2024). , Harold ; Lamkowsky, Melina ; Ang, Frederic. In: Journal of Agricultural Economics. RePEc:bla:jageco:v:75:y:2024:i:1:p:382-403.

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2023Dynamic incentives for sustainable contract farming. (2023). Elhafsi, Mohsen ; Jian, Dawei ; Zolghadr, Mohammad ; Gao, Long ; Zhang, Wei. In: Production and Operations Management. RePEc:bla:popmgt:v:32:y:2023:i:7:p:2049-2067.

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2023.

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2024Microbial applications and agricultural sustainability: A simulation analysis of Dutch potato farms. (2024). van der Fels-Klerx, H J ; Ang, Frederic ; Tensi, Annika Francesca. In: Agricultural Systems. RePEc:eee:agisys:v:214:y:2024:i:c:s0308521x23002020.

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2023The role of intangible assets in promoting the sustainability of agri-food enterprises: Evidence from China. (2023). Tu, Xianjin ; Du, Panpan ; Zhang, Ming. In: Economic Analysis and Policy. RePEc:eee:ecanpo:v:77:y:2023:i:c:p:928-939.

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2023Do ecological protection approaches affect total factor productivity change of cropland production in Sweden?. (2023). Huang, Wei ; Koiry, Subrata. In: Ecological Economics. RePEc:eee:ecolec:v:209:y:2023:i:c:s0921800923000927.

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2023Environmental efficiency, irreversibility and the shadow price of emissions. (2023). Magalhes, Manuela ; Silva, Elvira. In: European Journal of Operational Research. RePEc:eee:ejores:v:306:y:2023:i:2:p:955-967.

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2023Enhancing the measurement of firm inefficiency accounting for corporate social responsibility: A dynamic data envelopment analysis fuzzy approach. (2023). Kapelko, Magdalena ; Ortiz, Lidia ; Aparicio, Juan. In: European Journal of Operational Research. RePEc:eee:ejores:v:306:y:2023:i:2:p:986-997.

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2023Technology heterogeneity and sustainability efficiency: Empirical evidence from Peruvian coffee production. (2023). Martinez-Palomares, Jorge C ; Skevas, Theodoros. In: European Journal of Operational Research. RePEc:eee:ejores:v:310:y:2023:i:3:p:1192-1200.

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2023Economic, environmental, and social inefficiency assessment of Dutch dairy farms based on the dynamic by-production model. (2023). Lansink, Alfons Oude ; Schneider, Kevin ; Zhu, Liyun. In: European Journal of Operational Research. RePEc:eee:ejores:v:311:y:2023:i:3:p:1134-1145.

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2024A generalized inefficiency model with input and output dependence. (2024). Tsionas, Mike G. In: European Journal of Operational Research. RePEc:eee:ejores:v:312:y:2024:i:1:p:315-323.

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2024A literature review of economic efficiency assessments using Data Envelopment Analysis. (2024). Lacerda, Daniel Pacheco ; Piran, Fabio Sartori ; Silva, Maria Conceicao ; Camanho, Ana Santos. In: European Journal of Operational Research. RePEc:eee:ejores:v:315:y:2024:i:1:p:1-18.

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2023A new Malmquist-type green total factor productivity measure: An application to China. (2023). Zhang, Xuping ; Huang, Wenli ; Chen, Yong. In: Energy Economics. RePEc:eee:eneeco:v:117:y:2023:i:c:s0140988322005370.

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2023On the performance of the United States nuclear power sector: A Bayesian approach. (2023). Bernstein, David ; Tsionas, Mike G ; Parmeter, Christopher F. In: Energy Economics. RePEc:eee:eneeco:v:125:y:2023:i:c:s0140988323003821.

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2024Can operational efficiency in the Portuguese electricity sector be improved? Yes, but.... (2024). Roseta-Palma, Catarina ; Hou, Zheng. In: Energy Policy. RePEc:eee:enepol:v:190:y:2024:i:c:s0301421524001666.

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2023Carbon-adjusted efficiency and technology gaps in gold mining. (2023). Ahmad, Shabbir ; Valenta, Rick ; Ali, Saleem ; Steen, John. In: Resources Policy. RePEc:eee:jrpoli:v:81:y:2023:i:c:s0301420723000351.

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2023Ex-post evaluation of the Danish pesticide tax: A novel and effective tax design. (2023). Gyldenkarne, Steen ; Pedersen, Anders Branth ; Hedegaard, Maria Theresia ; Nielsen, Helle Orsted. In: Land Use Policy. RePEc:eee:lauspo:v:126:y:2023:i:c:s0264837723000157.

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2023DEA efficiency in agriculture: Measurement unit issues. (2023). Frd, Luka ; Sokol, Ondej. In: Socio-Economic Planning Sciences. RePEc:eee:soceps:v:86:y:2023:i:c:s0038012122003044.

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2023Social Sustainability in European Banks: A Machine Learning Approach using Interval- Based Composite Indicators. (2023). Drago, Carlo ; Russotto, Maria Lucetta ; di Nallo, Loris. In: Working Papers. RePEc:fem:femwpa:2023.13.

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2023Multiple Subject Behavior in Pest and Disease Control Outsourcing from the Perspective of Government Intervention: Based on Evolutionary Game and Simulation Analysis. (2023). Cheng, Pengfei ; Li, Jie ; Wang, Yubin. In: Agriculture. RePEc:gam:jagris:v:13:y:2023:i:6:p:1183-:d:1162443.

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2023Analysis of the Evolution Characteristics and Impact Factors of Green Production Efficiency of Grain in China. (2023). Ren, Wenqin ; Xu, Jinlong ; Qin, Yun ; Zhang, Hexiong. In: Land. RePEc:gam:jlands:v:12:y:2023:i:4:p:852-:d:1118966.

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2023Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry?A Case Study of the 85 °C Company. (2019). Chang, Bao-Guang ; Wu, Kun-Shan ; Lou, Kuo-Ren. In: Sustainability. RePEc:gam:jsusta:v:11:y:2019:i:5:p:1268-:d:209620.

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2023Exploring the Interplay between Sustainability and Debt Costs in an Emerging Market: Does Financial Distress Matter?. (2023). Albarrak, Mohammed ; Aljughaiman, Abdullah A ; Chebbi, Kaouther ; al Barrak, Thamir. In: Sustainability. RePEc:gam:jsusta:v:15:y:2023:i:12:p:9273-:d:1166566.

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2023Environmental Dimension of Corporate Social Responsibility and Earnings Persistence: An Exploration of the Moderator Roles of Operating Efficiency and Financing Cost. (2023). Edalatpanah, Seyyed Ahmad ; Imeni, Mohsen ; Zhang, Yongming. In: Sustainability. RePEc:gam:jsusta:v:15:y:2023:i:20:p:14814-:d:1258579.

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2023Assessing the Static and Dynamic Efficiency of Digital Economy in China: Three Stage DEA–Malmquist Index Based Approach. (2023). Sun, Mengya ; Ye, Yaojun ; Zhang, Guangdi. In: Sustainability. RePEc:gam:jsusta:v:15:y:2023:i:6:p:5270-:d:1098946.

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2023Do ESG Risk Scores Influence Financial Distress? Evidence from a Dynamic NDEA Approach. (2023). Tan, Yong ; Fonseca, Thiago ; Wanke, Peter ; Antunes, Jorge. In: Sustainability. RePEc:gam:jsusta:v:15:y:2023:i:9:p:7560-:d:1139520.

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2023Robust nonparametric analysis of dynamic profits, prices and productivity: An application to French meat-processing firms. (2023). Kerstens, Pieter ; Ang, Frederic. In: European Review of Agricultural Economics. RePEc:oup:erevae:v:50:y:2023:i:2:p:771-809..

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2023Do agri-environment measures help improve environmental and economic efficiency? Evidence from Bavarian dairy farmers. (2023). Sauer, Johannes ; Mennig, Philipp ; Sidhoum, Amer Ait. In: European Review of Agricultural Economics. RePEc:oup:erevae:v:50:y:2023:i:3:p:918-953..

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2023Supporting agriculture in developing countries: new insights on the impact of official development assistance using a climate perspective. (2023). Baldi, Lucia ; Trentinaglia, Maria Teresa ; Peri, Massimo. In: Agricultural and Food Economics. RePEc:spr:agfoec:v:11:y:2023:i:1:d:10.1186_s40100-023-00282-7.

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2023Induced innovation and its impact on productivity growth in China: a latent variable approach. (2023). Zhao, Min Qiang ; Gary, Ka Kei. In: Empirical Economics. RePEc:spr:empeco:v:65:y:2023:i:1:d:10.1007_s00181-022-02333-2.

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2023Assessing the contribution of farmers’ working conditions to productive efficiency in the presence of uncertainty, a nonparametric approach. (2023). Sidhoum, Amer Ait. In: Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development. RePEc:spr:endesu:v:25:y:2023:i:8:d:10.1007_s10668-022-02414-3.

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2023Dynamic sustainability assessment of poverty alleviation in China: evidence from both novel non-convex global two-stage DEA and Malmquist productivity index. (2023). Wang, Shanping ; Xiao, Helu. In: Operational Research. RePEc:spr:operea:v:23:y:2023:i:2:d:10.1007_s12351-023-00771-z.

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2023Dynamic versus static inefficiency assessment of the Polish meat‐processing industry in the aftermath of the European Union integration and financial crisis. (2017). Kapelko, Magdalena. In: Agribusiness. RePEc:wly:agribz:v:33:y:2017:i:4:p:505-521.

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2023Evaluating dynamic productivity change of US farm supply cooperatives. (2023). Grashuis, Jasper ; Skevas, Theodoros. In: Agribusiness. RePEc:wly:agribz:v:39:y:2023:i:4:p:1238-1253.

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2023A novel modeling framework for quantifying spatial spillovers on total factor productivity growth and its components. (2023). Skevas, Ioannis. In: American Journal of Agricultural Economics. RePEc:wly:ajagec:v:105:y:2023:i:4:p:1221-1247.

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2023I want a quiet life! On productivity and competition in the Central European energy sector. (2023). Steinbrunner, Philipp. In: Economics of Transition and Institutional Change. RePEc:wly:ectrin:v:31:y:2023:i:2:p:403-428.

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2023Proxy variable estimation of productivity and efficiency. (2023). Kumbhakar, Subal C ; Tsionas, Mike G. In: Southern Economic Journal. RePEc:wly:soecon:v:89:y:2023:i:3:p:885-923.

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Works by Spiro Stefanou:

YearTitleTypeCited
2008Investment rigidity and policy measures In: 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida.
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2009Investment rigidity and policy measures.(2009) In: European Review of Agricultural Economics.
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2011Bounded Learning Efficiency and Sources of Firm Level Productivity Growth in Colombian Food Manufacturing Industry In: 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania.
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2016The Value of Being Socially Responsible. A DEA Approach for Analyzing Efficiency and Recovering Shadow Prices of CSR Activities In: 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts.
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2016Agricultural Water Productivity under Spatial Adjustments In: 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts.
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2020The Effectiveness of Investment Promotion on Firm Productivity: Evidence from Thai Food Manufacturing In: 2020 Annual Meeting, July 26-28, Kansas City, Missouri.
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1986TECHNICAL CHANGE, UNCERTAINTY AND INVESTMENT In: 1986 Annual Meeting, July 27-30, Reno, Nevada.
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1987Technical Change, Uncertainty, and Investment.(1987) In: American Journal of Agricultural Economics.
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1989THEORETICAL PROBLEMS AND EMPIRICAL CONSIDERATIONS IN DYNAMIC DUAL MODELING In: 1989 Annual Meeting, July 30-August 2, Baton Rouge, Louisiana.
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1990DYNAMIC MEASURES OF SCOPE AND SCALE ECONOMIES AND THE DYNAMIC THEORY OF THE FIRM In: 1990 Annual meeting, August 5-8, Vancouver, Canada.
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2016Another Perspective on Understanding Food Democracy In: Choices: The Magazine of Food, Farm, and Resource Issues.
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2016The United States and Cuba: As Diplomatic Relations Warm, Do Trade Relations? In: Choices: The Magazine of Food, Farm, and Resource Issues.
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2023Perspectives on Diversity, Equity, and Inclusion in the Agricultural and Applied Economics Profession In: Applied Economics Teaching Resources (AETR).
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2009A Dynamic Characterization of Efficiency In: Agricultural Economics Review.
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2006A Dynamic Characterization of Efficiency.(2006) In: Working Papers.
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2007AJAE Appendix: Dynamic Efficiency Measurement: Theory and Application In: American Journal of Agricultural Economics APPENDICES.
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2008An Examination of the Relationship Between Subsidies on Production and Technical Efficiency in Agriculture: The Case of Cotton Producers in Greece In: 107th Seminar, January 30-February 1, 2008, Sevilla, Spain.
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2009Dynamic Decomposition of Total Factor Productivity Change in the EU Food, Beverages, and Tobacco Industry: The Effect of R&D In: 113th Seminar, September 3-6, 2009, Chania, Crete, Greece.
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2009The impact of dynamic technical inefficiency on investment decision of Spanish olive farms In: 113th Seminar, September 3-6, 2009, Chania, Crete, Greece.
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2010Measurement of dynamic efficiency, a directional distance function parametric approach In: 114th Seminar, April 15-16, 2010, Berlin, Germany.
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2010Measurement of Dynamic Efficiency: A Directional Distance Function Parametric Approach.(2010) In: American Journal of Agricultural Economics.
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2010A dynamic dual model under state-contingent production uncertainty In: 114th Seminar, April 15-16, 2010, Berlin, Germany.
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2010A dynamic dual model under state-contingent production uncertainty.(2010) In: European Review of Agricultural Economics.
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2010Do Farmers Internalise External Impacts of Pesticides in Production? In: 120th Seminar, September 2-4, 2010, Chania, Crete.
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2012Dynamic Productivity Growth in the Spanish Meat Industry In: 131st Seminar, September 18-19, 2012, Prague, Czech Republic.
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2012Assessing dynamic efficiency of the Spanish construction sector pre- and post-financial crisis In: 131st Seminar, September 18-19, 2012, Prague, Czech Republic.
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2014Assessing dynamic inefficiency of the Spanish construction sector pre- and post-financial crisis.(2014) In: European Journal of Operational Research.
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2008The impact of the CAP reforms on the efficiency of the COP sector in Spain In: 2008 International Congress, August 26-29, 2008, Ghent, Belgium.
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2014The Impact of the 2008 Economic Crisis on Dynamic Productivity Growth of the Spanish Food Manufacturing Industry. An Impulse Response Analysis In: 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia.
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2002Scale, productivity growth and risk response under uncertainty In: Economia Agraria y Recursos Naturales.
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2009The analysis of irreversibility, uncertainty and dynamic technical inefficiency on the investment decision in Spanish olive sector In: 2009 Conference, August 16-22, 2009, Beijing, China.
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2016The analysis of irreversibility, uncertainty and dynamic technical inefficiency on the investment decision in the Spanish olive sector.(2016) In: European Review of Agricultural Economics.
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2018Impact Evaluation of New Irrigation Technology in Crete: Correcting for Selectivity Bias In: 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia.
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2003Policy Reform Impact on Food Manufacturing In: Policy Reform and Adjustment Workshop, October 23-25, 2003, Imperial College London, Wye Campus.
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2013Convergence in Agricultural Productivity in the EU In: 2013: Productivity and Its Impacts on Global Trade, June 2-4, 2013. Seville, Spain.
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1993DOMESTIC AND TRADE POLICY FOR CENTRAL AND EAST EUROPEAN AGRICULTURE In: Working Papers.
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1993Domestic and Trade Policy for Central and East European Agriculture.(1993) In: CEPR Discussion Papers.
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2017U.S. – Cuban Agricultural Trade: Recent Developments, Current Issues and Future Prospects In: 2017: Globalization Adrift, December 3-5, 2017, Washington, D.C..
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1989DAIRY SUPPLY AND FACTOR DEMAND RESPONSE TO OUTPUT PRICE RISK: AN ECONOMETRIC ASSESSMENT In: Northeastern Journal of Agricultural and Resource Economics.
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1987SUPPLY GROWTH AND DAIRY INDUSTRY DEREGULATION In: Northeastern Journal of Agricultural and Resource Economics.
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1984TOWARD A BEHAVIORAL APPROACH TO MODELLING DYNAMIC PRODUCTION CHOICE STRUCTURES In: Northeastern Journal of Agricultural and Resource Economics.
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FACTORS AFFECTING THE PRICE OF HAY AT A PENNSYLVANIA AUCTION In: Northeastern Journal of Agricultural and Resource Economics.
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1992ABSTRACT OF ORGANIZED SYMPOSIUM: THE ROLE OF MATHEMATICS IN AGRICULTURAL ECONOMIC EDUCATION AND RESEARCH In: Northeastern Journal of Agricultural and Resource Economics.
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2012Analysis of static and dynamic productivity growth in the Spanish meat processing industry In: Problems of World Agriculture / Problemy Rolnictwa ?wiatowego.
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2019Analysis of Economic Opportunity of Retaining Ownership of Cow-Calf Operations under Three Production Systems: Grazing Experiments in Southeastern U.S. In: 2019 Annual Meeting, February 2-5, 2019, Birmingham, Alabama.
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1991Polish Agriculture in Transition: Does it Hurt to be Slapped by an Invisible Hand? In: CUDARE Working Papers.
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1991Polish Agriculture in Transition: Does it Hurt to be Slapped by an Invisible Hand?.(1991) In: Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series.
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1992Polish Agriculture in Transition: Does it Hurt to be Slapped by an Invisible Hand?.(1992) In: CEPR Discussion Papers.
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1995Prospects and Policy for Central and East European Agriculture In: CUDARE Working Papers.
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1995Prospects and Policy for Central and East European Agriculture.(1995) In: Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series.
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2017Review of Productivity Accounts In: Contractor and Cooperator Reports.
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2018The Value of Being Socially Responsible. A Primal-Dual Approach In: Working Papers.
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2019The value of being socially responsible: A primal-dual approach.(2019) In: European Journal of Operational Research.
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2007Dynamic Efficiency Estimation: An Application to U.S. Electric Utilities In: Journal of Business & Economic Statistics.
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2003Dynamic Efficiency Estimation: An Application to US Electric Utilities.(2003) In: CEPA Working Papers Series.
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2009The impact of the 1999 CAP reforms on the efficiency of the COP sector in Spain In: Agricultural Economics.
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2012Can economic incentives encourage actual reductions in pesticide use and environmental spillovers? In: Agricultural Economics.
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2017The impact of the 2008 financial crisis on dynamic productivity growth of the Spanish food manufacturing industry. An impulse response analysis In: Agricultural Economics.
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1994Domestic and trade policy for Central and East European agriculture 1 In: The Economics of Transition.
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2001Dynamic Area Allocation and Economies of Scale and Scope In: Journal of Agricultural Economics.
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2013Do Farmers Internalise Environmental Spillovers of Pesticides in Production? In: Journal of Agricultural Economics.
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2017Input-Specific Dynamic Productivity Change: Measurement and Application to European Dairy Manufacturing Firms In: Journal of Agricultural Economics.
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2004Productivity Growth Patterns in U.S. Food Manufacturing: Case of Meat Products Industry In: Working Papers.
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2004Productivity Growth Patterns in U.S. Food Manufacturing: Case of Dairy Products Industry In: Working Papers.
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2008Linking Investment Spikes and Productivity Growth: U.S. Food Manufacturing Industry In: Working Papers.
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2006The Dynamics of Efficiency and Productivity Growth in U. S. Electric Utilities In: Working Papers.
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2008The dynamics of efficiency and productivity growth in U.S. electric utilities.(2008) In: Journal of Productivity Analysis.
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