Does More Educated Mean More Productive? Assessing the Effect of Education Level on the Productivity of Sample of Iraqi Farmers
1Hussein Bresam Abeb, 2Hayat Jumaa Muhammed, 3Karrar Hameed Altaie
1Faculty member in Imam Al- Kadhum College, University District, Kut, Wasit, 52001, Iraq
2Faculty member in College of Liberal Arts. University of Wasit, University District, Kut, Wasit, 52001, Iraq
3Faculty member in Dept. of Business Admin. –College of Admin. and Econ. University of Wasit, University District, Kut, Wasit, 52001, Iraq
https://doi.org/10.47191/jefms/v5-i4-01ABSTRACT:
This study aims to know if it is worth investing in tomato farmers’ education in Iraq. Two-stage analyses of the Data Envelopment Approach were used. In the first stage, scores of technical efficiency were obtained. In the next one, technical efficiency scores were regressed, using Tobit analysis, on educational factors to understand which factor can affect education. Data used in this study ranged from 1991 to 2016 and they were obtained from the FAO website. Results of the first stage showed that there is room for improving technical efficiency or increasing tomato output keeping the level of input the same. The second stage analysis showed that investing in increasing the basic education level of females can increase technical efficiency and eventually the output of tomatoes.
KEYWORDS:
DEA, farmers’ education, investment, tomato production, technical efficiency
REFERENCES:
1) A. Mudhi, A., & H . Omran, M. (2012). THE PROFITABILITY OF TOMATO PRODUCTION IN IRAQ. Mesopotamia Journal of Agriculture, 40(0), 63–72. https://doi.org/10.33899/magrj.2012.69158
2) Abdulai, A., & Eberlin, R. (2001). Technical efficiency during economic reform in Nicaragua: Evidence from farm household survey data. Economic Systems, 25(2), 113–125.
3) Abu, O., & Asember, D. J. (2011). Opportunities for smallholder spinach farmers in Nigeria: A profit efficiency analysis. Journal of Economics, 2(2), 75–79.
4) Al-Hassan, S. (2008, April 1). Technical Efficiency of Rice Farmers in Northern Ghana. Africa Portal; African Economic Research Consortium (AERC). https://www.africaportal.org/publications/technical-efficiency-of-rice-farmers-in-northern-ghana/
5) Altaie, K. (2019). Three essays on wheat production efficiency in Iraq: Comparison between MENA countries and internal comparison of districts. Colorado State University.
6) Asadullah, M. N., & Rahman, S. (2009). Farm productivity and efficiency in rural Bangladesh: The role of education revisited. Applied Economics, 41(1), 17–33. https://doi.org/10.1080/00036840601019125
7) Battese, G. E., & Coelli, T. J. (1995). A model for technical inefficiency effects in a stochastic frontier production function for panel data. Empirical Economics, 20(2), 325–332.
8) Chakraborty, K., Biswas, B., & Lewis, W. C. (2001). Measurement of technical efficiency in public education: A stochastic and nonstochastic production function approach. Southern Economic Journal, 67(4), 889–905.
9) Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429–444. https://doi.org/10.1016/0377-2217(78)90138-8
10) 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. Agricultural Systems, 79(1), 17–30.
11) Khai, H. V., & Yabe, M. (2011). Technical efficiency analysis of rice production in Vietnam. J. ISSAAS, 17(1), 135–146.
12) Liu, Z., & Zhuang, J. (2000). Determinants of Technical Efficiency in Post-Collective Chinese Agriculture: Evidence from Farm-Level Data. Journal of Comparative Economics, 28(3), 545–564. https://doi.org/10.1006/jcec.2000.1666
13) Llewelyn, R. V., & Williams, J. R. (1996). Nonparametric analysis of technical, pure technical, and scale efficiencies for food crop production in East Java, Indonesia. Agricultural Economics, 15(2), 113–126.
14) McCarty, T. A., & Yaisawarng, S. (1993). Technical efficiency in New Jersey school districts. The Measurement of Productive Efficiency: Techniques and Applications, 271–287.
15) Oladeebo, J. O., & Oluwaranti, A. S. (2012). Profit efficiency among cassava producers: Empirical evidence from South western Nigeria. Journal of Agricultural Economics and Development, 1(2), 46–52.
16) Onumah, E. E., Brümmer, B., & Hörstgen-Schwark, G. (2010). Elements which delimitate technical efficiency of fish farms in Ghana. Journal of the World Aquaculture Society, 41(4), 506–518.
17) STAT, F. (2022). FAOSTAT. https://www.fao.org/faostat/en/#data