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Sinafikeh Asrat, Gerawork Getachew and Alemayehu Seyoum Taffesse  Ethiopia Strategy Support Program II  International Food Policy Research Institute  A Presentation at the 8 th  International Conference on the Ethiopian Economy Ethiopian Economic Association and Ethiopia Strategy Support Program II  June 24-26, 2010 Trends and Determinants of Cereal Productivity: Econometric Analysis of Nationally Representative Plot-level Data  The views expressed in this paper are those of the authors and do not represent the official positions of their respective institutions.  ETHIOPIAN DEVELOPMENT RESEARCH INSTITUTE
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[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Motivation and Objectives Crop Growth (1997/98-2007/08) - (%) Production Acreage Yield Sorghum  149 61 55 Teff  129 47 56 Wheat 109 81 16 Maize 94 61 21 Barley 72 44 19 All Cereals 111 57  
Motivation and Objectives ,[object Object],[object Object],Crop   Average Annual growth rate - 2004/05-2008/09 (1997-2001 E.C.) (%)  Production  Area Cultivated  Yield  Cereals  8.9 3.7 5.1 Teff  9.9 4 5.7 Barley  2.9 -2.7 5.6 Wheat  3.3 1 2.4 Maize  12.9 6.7 5.9 Sorghum  12.7 7.2 5.4
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Data and Approaches
 
Setting the Scene – Recent Trends in Cereal Production in Ethiopia  Source : Authors’ computation using CSA data (CSA (July 2006), CSA (July 2007), CSA (June 2008), and CSA (May 2009)). Table 1: Cereal Production by crop – 2004/05-2008/09 (1997-2001 E.C.)
 
 
 
Cereal Production –  International Comparison
 
 
[object Object],[object Object],[object Object],[object Object]
 
 
Determinants of Yield
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[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],  Heckman - Outcome Statistics for  Heckman Selection  VARIABLES Teff Wheat Maize Teff Wheat Maize Quantity of Chemical Fertilizer Used per hectare 0.975 0.996 2.295 Number of Observations 579431 579431 579431 (Quantity of Chemical Fertilizer Used per  hectare) 2 -0.116 0.311 -0.903 Censored Observations 486713 524635 437623 Quantity of Chemical Fertilizer Used per hectare) X (Type of Seed Used) 0.089 -0.142 -0.769 Uncensored Observations 92718 54796 141808 Type of Seed Used (Improved variety = 1) -0.168 0.406 1.36 Wald chi2 57279 (df =71) 39308 (df = 69)  92531 (df = 77)  Organic Fertilizer Use (Use = 1) 0.089 0.343 -0.209 Prob > chi2 0 0 0
[object Object],  Two-part (LSDV) Statistics for LSDV  VARIABLES Teff Wheat Maize Teff Wheat Maize Quantity of Chemical Fertilizer Used per hectare 1.124 1.689 3.758 Number of observations 35993 24873 51064 (Quantity of Chemical Fertilizer Used per  hectare) 2 -0.234 -0.146 -1.727 F( K, N-K-1) 4607.9 (d.f=71, 35921) 1347.1 (d.f.=69,24803) 2516.3 (d.f=77,50986) Quantity of Chemical Fertilizer Used per hectare) X (Type of Seed Used) -0.187 -0.091 -0.722 Prob > F 0 0 0 Type of Seed Used (Improved variety = 1) -0.255 0.277 1.797 R-squared 0.333 0.3982 0.339 Organic Fertilizer Use (Use = 1) 0.124 0.199 -0.116 Root MSE 2.8421 4.8856 6.5179
 
 
 
 
 
Trends in Input-Output Prices Ratios (2000-2009 )
Selected Indicators of Returns to Fertilizer Use Output Input Ratio  Teff  Wheat  Maize  Differences in simple average yields (fertilizer users vs. non users) 0.87 2.51 3.27 Yield gains at average application by users vs. no application  (using fitted values)  1.06 1.9 1.02 Yield gains due to 1 quintal increase in fertilizer application by users  (using fitted values) 0.64 2.15 -1.56 Value to Cost Ratio        Differences in simple average yields (fertilizer users vs. non users) 1.06 1.8 1.71 yield gains at average application by users vs. no application  (using fitted values)  0.96 0.9 0.39 yield gains due to 1 quintal increase in fertilizer application by users  (using fitted values) 0.78 1.55 -0.82
 
[object Object],[object Object],[object Object],[object Object],Conclusion
 
 
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Trends and Determinants of Cereal Productivity: Econometric ANalysis of Nationally Representative Plot-level Data

  • 1. Sinafikeh Asrat, Gerawork Getachew and Alemayehu Seyoum Taffesse Ethiopia Strategy Support Program II International Food Policy Research Institute A Presentation at the 8 th International Conference on the Ethiopian Economy Ethiopian Economic Association and Ethiopia Strategy Support Program II June 24-26, 2010 Trends and Determinants of Cereal Productivity: Econometric Analysis of Nationally Representative Plot-level Data The views expressed in this paper are those of the authors and do not represent the official positions of their respective institutions. ETHIOPIAN DEVELOPMENT RESEARCH INSTITUTE
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  • 7. Setting the Scene – Recent Trends in Cereal Production in Ethiopia Source : Authors’ computation using CSA data (CSA (July 2006), CSA (July 2007), CSA (June 2008), and CSA (May 2009)). Table 1: Cereal Production by crop – 2004/05-2008/09 (1997-2001 E.C.)
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  • 11. Cereal Production – International Comparison
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  • 29. Trends in Input-Output Prices Ratios (2000-2009 )
  • 30. Selected Indicators of Returns to Fertilizer Use Output Input Ratio Teff Wheat Maize Differences in simple average yields (fertilizer users vs. non users) 0.87 2.51 3.27 Yield gains at average application by users vs. no application (using fitted values) 1.06 1.9 1.02 Yield gains due to 1 quintal increase in fertilizer application by users (using fitted values) 0.64 2.15 -1.56 Value to Cost Ratio       Differences in simple average yields (fertilizer users vs. non users) 1.06 1.8 1.71 yield gains at average application by users vs. no application (using fitted values) 0.96 0.9 0.39 yield gains due to 1 quintal increase in fertilizer application by users (using fitted values) 0.78 1.55 -0.82
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