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Production Risk and Competency among Categorized Rice Peasants: Cross-Sectional Evidence from an Emerging Country

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  • Muhammad Rizwan

    (School of Economics and Management, Yangtze University, Jingzhou 434023, China)

  • Ping Qing

    (College of Economics and Management, Huazhong Agricultural University, Wuhan 430070, China)

  • Abdul Saboor

    (Dean Faculty of Social Sciences, PMAS Arid Agriculture University Rawalpindi, Rawalpindi 46300, Pakistan)

  • Muhammad Amjed Iqbal

    (Institute of Agricultural and Resource Economics, University of Agriculture, Faisalabad 38040, Pakistan)

  • Adnan Nazir

    (Department of Agricultural Economics, Sindh Agriculture University, Tandojam 70060, Pakistan)

Abstract

Pakistan is an agrarian economy confronting both risk and uncertainty. Rural migration to urban and off-farm work is increasing in the country. Off-farm work assists in decreasing risk and uncertainty while technical efficiency is linked with off-farm employment. This research effort aims at investigating the underpinnings of production characteristics, risk, and efficiency across categories of rice farmers, i.e., with and without off-farm work, by developing two stochastic frontier models. Empirical results reveal that both groups of farmers are using inputs in different ways, subsequently production varies across these groups. Farmers in both the categories have common characteristics in terms of production function. Coefficient of family size is positively significant to the group of farmers having off-farm work while negatively associated to their counterparts. High temperature and prevalence of disease found risk increasing factors. Though one group is more efficient, in general both groups are technically inefficient. The short-term policy focus should be diverted to ensuring availability and timely application of inputs to enhance efficiency. In the long run, policy initiatives need to be taken towards rural development by providing employment facilitating social and economic infrastructure, along with focus on Research and Development (R&D) particularly keeping the rice belt in view.

Suggested Citation

  • Muhammad Rizwan & Ping Qing & Abdul Saboor & Muhammad Amjed Iqbal & Adnan Nazir, 2020. "Production Risk and Competency among Categorized Rice Peasants: Cross-Sectional Evidence from an Emerging Country," Sustainability, MDPI, vol. 12(9), pages 1-15, May.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:9:p:3770-:d:354526
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    as
    1. Ashok K. Mishra & Barry K. Goodwin, 1997. "Farm Income Variability and the Supply of Off-Farm Labor," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 880-887.
    2. Babatunde, Raphael O., 2013. "On-Farm and Off-farm Works: Complement or Substitute? Evidence from Rural Nigeria," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 160437, African Association of Agricultural Economists (AAAE).
    3. Hung‐Hao Chang & Fang‐I Wen, 2011. "Off‐farm work, technical efficiency, and rice production risk in Taiwan," Agricultural Economics, International Association of Agricultural Economists, vol. 42(2), pages 269-278, March.
    4. James J. Heckman, 1977. "Sample Selection Bias As a Specification Error (with an Application to the Estimation of Labor Supply Functions)," NBER Working Papers 0172, National Bureau of Economic Research, Inc.
    5. Bojnec, Stefan & Ferto, Imre, 2011. "Impact of Off-farm Income on Farm Efficiency in Slovenia," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 114258, European Association of Agricultural Economists.
    6. Jin Yang & Hui Wang & Songqing Jin & Kevin Chen & Jeffrey Riedinger & Chao Peng, 2016. "Migration, local off-farm employment, and agricultural production efficiency: evidence from China," Journal of Productivity Analysis, Springer, vol. 45(3), pages 247-259, June.
    7. Sonit Singla, 2012. "Integrated risk management in agriculture: an inductive research," Journal of Risk Finance, Emerald Group Publishing, vol. 13(3), pages 199-214, May.
    8. de Brauw, Alan & Huang, Jikun & Rozelle, Scott & Zhang, Linxiu & Zhang, Yigang, 2002. "The Evolution of China's Rural Labor Markets During the Reforms," Journal of Comparative Economics, Elsevier, vol. 30(2), pages 329-353, June.
    9. Haggblade, Steven & Hazell, Peter & Reardon, Thomas, 2010. "The Rural Non-farm Economy: Prospects for Growth and Poverty Reduction," World Development, Elsevier, vol. 38(10), pages 1429-1441, October.
    10. Dhungana, Basanta R. & Nuthall, Peter L. & Nartea, Gilbert V., 2004. "Measuring the economic inefficiency of Nepalese rice farms using data envelopment analysis," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(2), pages 1-23.
    11. Hisham S. El-Osta & Ashok K. Mishra & Mitchell J. Morehart, 2008. "Off-Farm Labor Participation Decisions of Married Farm Couples and the Role of Government Payments," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 30(2), pages 311-332.
    12. Subal C. Kumbhakar, 2002. "Specification and Estimation of Production Risk, Risk Preferences and Technical Efficiency," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(1), pages 8-22.
    13. El-Osta, Hisham S. & Morehart, Mitchell J., 2008. "Determinants of Poverty among U.S. Farm Households," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 40(1), pages 1-20, April.
    14. Wang, Xiaobing & Herzfeld, Thomas & Glauben, Thomas, 2007. "Labor allocation in transition: Evidence from Chinese rural households," China Economic Review, Elsevier, vol. 18(3), pages 287-308.
    15. YU Xiaohua & ZHAO Guoqing, 2009. "Chinese agricultural development in 30 years: A literature review," Frontiers of Economics in China-Selected Publications from Chinese Universities, Higher Education Press, vol. 4(4), pages 633-648, December.
    16. Gudbrand Lien & Subal C. Kumbhakar & J. Brian Hardaker, 2010. "Determinants of off‐farm work and its effects on farm performance: the case of Norwegian grain farmers," Agricultural Economics, International Association of Agricultural Economists, vol. 41(6), pages 577-586, November.
    17. Yee, Jet & Ahearn, Mary Clare & Huffman, Wallace, 2004. "Links among Farm Productivity, Off-Farm Work, and Farm Size in the Southeast," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 36(3), pages 591-603, December.
    18. Rashid Amjad & G. M. Arif & Usman Mustafa, 2008. "Does the Labor Market Structure Explain Differences in Poverty in Rural Punjab?," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 13(Special E), pages 139-162, September.
    19. Renato Villano & Euan Fleming, 2006. "Technical Inefficiency and Production Risk in Rice Farming: Evidence from Central Luzon Philippines," Asian Economic Journal, East Asian Economic Association, vol. 20(1), pages 29-46, March.
    20. Davis,Benjamin K. & Di Giuseppe,Stefania & Zezza,Alberto & Davis,Benjamin K. & Di Giuseppe,Stefania & Zezza,Alberto, 2014. "Income diversification patterns in rural Sub-Saharan Africa : reassessing the evidence," Policy Research Working Paper Series 7108, The World Bank.
    21. Martine Audibert, 1997. "Technical Inefficiency Effects Among Paddy Farmers in the Villages of the ‘Office du Niger’, Mali, West Africa," Journal of Productivity Analysis, Springer, vol. 8(4), pages 379-394, November.
    22. Adams, Richard H., 2001. "Nonfarm income, inequality, and poverty in rural Egypt and Jordan," Policy Research Working Paper Series 2572, The World Bank.
    23. Sherlund, Shane M. & Barrett, Christopher B. & Adesina, Akinwumi A., 2002. "Smallholder technical efficiency controlling for environmental production conditions," Journal of Development Economics, Elsevier, vol. 69(1), pages 85-101, October.
    24. Mane, Ranjitsinh & Watkins, Bradley, 2016. "Stochastic Analysis of Margin Protection (MP) Crop Insurance in Arkansas Rice Production," 2016 Annual Meeting, February 6-9, 2016, San Antonio, Texas 229877, Southern Agricultural Economics Association.
    25. Musa Hasen Ahmed & Kumilachew Alamerie Melesse, 2018. "Impact of off-farm activities on technical efficiency: evidence from maize producers of eastern Ethiopia," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 6(1), pages 1-15, December.
    26. Kumbhakar, Subal C & Biswas, Basudeb & Bailey, DeeVon, 1989. "A Study of Economic Efficiency of Utah Dairy Farmers: A System Approach," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 595-604, November.
    27. Alan De Brauw & Scott Rozelle, 2008. "Reconciling the Returns to Education in Off‐Farm Wage Employment in Rural China," Review of Development Economics, Wiley Blackwell, vol. 12(1), pages 57-71, February.
    28. Hung-Jen Wang, 2002. "Heteroscedasticity and Non-Monotonic Efficiency Effects of a Stochastic Frontier Model," Journal of Productivity Analysis, Springer, vol. 18(3), pages 241-253, November.
    29. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    30. Jikun Huang & Yangjie Wang & Jinxia Wang, 2015. "Farmers' Adaptation to Extreme Weather Events through Farm Management and Its Impacts on the Mean and Risk of Rice Yield in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(2), pages 602-617.
    31. Janvry, Alain de & Sadoulet, Elisabeth, 2001. "Income Strategies Among Rural Households in Mexico: The Role of Off-farm Activities," World Development, Elsevier, vol. 29(3), pages 467-480, March.
    32. Benjamin, Dwayne, 1992. "Household Composition, Labor Markets, and Labor Demand: Testing for Separation in Agricultural Household Models," Econometrica, Econometric Society, vol. 60(2), pages 287-322, March.
    33. El-Osta, Hisham S. & Morehart, Mitchell J., 2008. "Determinants of Poverty among U.S. Farm Households," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 40(1), April.
    34. Richard E. Just & Rulon D. Pope, 1979. "Production Function Estimation and Related Risk Considerations," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 61(2), pages 276-284.
    35. Barrett, C. B. & Reardon, T. & Webb, P., 2001. "Nonfarm income diversification and household livelihood strategies in rural Africa: concepts, dynamics, and policy implications," Food Policy, Elsevier, vol. 26(4), pages 315-331, August.
    36. G. Battese & A. Rambaldi & G. Wan, 1997. "A Stochastic Frontier Production Function with Flexible Risk Properties," Journal of Productivity Analysis, Springer, vol. 8(3), pages 269-280, August.
    37. El-Osta, Hisham S. & Morehart, Mitchell J., 2008. "Determinants of Poverty among U.S. Farm Households," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 40(1), pages 1-20, April.
    38. Battese, George E. & Coelli, Tim J., 1988. "Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data," Journal of Econometrics, Elsevier, vol. 38(3), pages 387-399, July.
    39. Linxiu Zhang & Weiliang Su & Tor Eriksson & Chengfang Liu, 2016. "How Off-farm Employment Affects Technical Efficiency of China's Farms: The Case of Jiangsu," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 24(3), pages 37-51, May.
    40. Nobuhiko Fuwa & Christopher Edmonds & Pabitra Banik, 2007. "Are small‐scale rice farmers in eastern India really inefficient? Examining the effects of microtopography on technical efficiency estimates," Agricultural Economics, International Association of Agricultural Economists, vol. 36(3), pages 335-346, May.
    41. Hisham S. El‐Osta & Ashok K. Mishra & Mitchell J. Morehart, 2007. "Determinants of economic well‐being among U.S. farm operator households," Agricultural Economics, International Association of Agricultural Economists, vol. 36(3), pages 291-304, May.
    42. Barry K. Goodwin & Ashok K. Mishra, 2004. "Farming Efficiency and the Determinants of Multiple Job Holding by Farm Operators," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(3), pages 722-729.
    43. Jolliffe, Dean, 2004. "The impact of education in rural Ghana: examining household labor allocation and returns on and off the farm," Journal of Development Economics, Elsevier, vol. 73(1), pages 287-314, February.
    44. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    45. Liao, Hua & Du, Yun-Fei & Huang, Zhimin & Wei, Yi-Ming, 2016. "Measuring energy economic efficiency: A mathematical programming approach," Applied Energy, Elsevier, vol. 179(C), pages 479-487.
    46. Deborah Johnston & Hester Le Roux, 2007. "Leaving the Household Out of Family Labour? The Implications for the Size-Efficiency Debate," The European Journal of Development Research, Taylor and Francis Journals, vol. 19(3), pages 355-371.
    47. Chavas, Jean-Paul, 2004. "Risk Analysis in Theory and Practice," Elsevier Monographs, Elsevier, edition 1, number 9780121706210.
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