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Value Addition and Productivity Differentials in the Nigerian Cassava System

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  • Temitayo A. Adeyemo

    (Department of Agricultural Economics, University of Ibadan, Ibadan, Nigeria)

  • Victor O. Okoruwa

    (Department of Agricultural Economics, University of Ibadan, Ibadan, Nigeria)

Abstract

There is an increasing need to improve value addition in order to get maximum utility from agricultural systems. Using a retrospective panel data from 482 cassava farmers covering the years 2015–2017, this study examined the effect of value addition on productivity of farmers in the cassava system in Nigeria. We analysed a non-parametric Data Envelopment Analysis to examine productivity across cassava production systems over the three year period. We also examined the impact of value addition on productivity using an endogenous switching regression to account for unobservables that determine the decision to add value and productivity of the farmers. The study found that cost and revenue outlays increased with value addition. Cassava farmers in general operated below the efficiency frontier, with total productivity declining over the 2015–2017 period. However, higher value addition farmers had better efficiency and non-reducing productivity in the periods studied. We found evidence of selection bias in the decision to add value and productivity of the farmers. The conditional and unconditional outcome estimates revealed positive gains in productivity with value addition, confirming the hypothesis that value addition increases farming households’ productivity. We recommend that essential services such as extension services, agricultural training, and ease of enterprise registration that drive agricultural value addition be made available to farmers.

Suggested Citation

  • Temitayo A. Adeyemo & Victor O. Okoruwa, 2018. "Value Addition and Productivity Differentials in the Nigerian Cassava System," Sustainability, MDPI, vol. 10(12), pages 1-22, December.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:12:p:4770-:d:190471
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    as
    1. Huffman, Wallace E., 2001. "Human capital: Education and agriculture," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 7, pages 333-381, Elsevier.
    2. Cheng Hsiao, 2007. "Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 1-22, May.
    3. Berem, Risper M. & Obare, Gideon A. & Owuor, George, 2010. "Is Value Addition in Honey a Panacea for Poverty Reduction in the ASAL in Africa? Empirical Evidence from Baringo District, Kenya," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 96163, African Association of Agricultural Economists (AAAE).
    4. Ndlovu, Patrick V. & Mazvimavi, Kizito & An, Henry & Murendo, Conrad, 2014. "Productivity and efficiency analysis of maize under conservation agriculture in Zimbabwe," Agricultural Systems, Elsevier, vol. 124(C), pages 21-31.
    5. A. E. Obayelu & C. A. Afolami & M. U. Agbonlahor, 2013. "Relative Profitability of Cassava-based Mixed Cropping Systems among Various Production Scale Operators in Ogun and Oyo States Southwest Nigeria," African Development Review, African Development Bank, vol. 25(4), pages 513-525.
    6. Tim J. Coelli & D. S. Prasada Rao, 2005. "Total factor productivity growth in agriculture: a Malmquist index analysis of 93 countries, 1980–2000," Agricultural Economics, International Association of Agricultural Economists, vol. 32(s1), pages 115-134, January.
    7. Negash, Martha & Swinnen, Johan F.M., 2013. "Biofuels and food security: Micro-evidence from Ethiopia," Energy Policy, Elsevier, vol. 61(C), pages 963-976.
    8. Aw, Bee Yan & Chen, Xiaomin & Roberts, Mark J., 2001. "Firm-level evidence on productivity differentials and turnover in Taiwanese manufacturing," Journal of Development Economics, Elsevier, vol. 66(1), pages 51-86, October.
    9. Kijima, Yoko & Ito, Yukinori & Otsuka, Keijiro, 2012. "Assessing the Impact of Training on Lowland Rice Productivity in an African Setting: Evidence from Uganda," World Development, Elsevier, vol. 40(8), pages 1610-1618.
    10. Joe Sarkis, 2007. "Preparing Your Data for DEA," Springer Books, in: Joe Zhu & Wade D. Cook (ed.), Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis, chapter 0, pages 305-320, Springer.
    11. Tesfamicheal Wossen & Thomas Berger & Salvatore Di Falco, 2015. "Social capital, risk preference and adoption of improved farm land management practices in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 46(1), pages 81-97, January.
    12. Njabulo Lloyd Ntshangase & Brian Muroyiwa & Melusi Sibanda, 2018. "Farmers’ Perceptions and Factors Influencing the Adoption of No-Till Conservation Agriculture by Small-Scale Farmers in Zashuke, KwaZulu-Natal Province," Sustainability, MDPI, vol. 10(2), pages 1-16, February.
    13. Gideon Danso-Abbeam & Joshua Antwi Bosiako & Dennis Sedem Ehiakpor & Franklin Nantui Mabe, 2017. "Adoption of improved maize variety among farm households in the northern region of Ghana," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1416896-141, January.
    14. Lung-Fei Lee, 1982. "Some Approaches to the Correction of Selectivity Bias," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(3), pages 355-372.
    15. Arega Alene & V. Manyong, 2007. "The effects of education on agricultural productivity under traditional and improved technology in northern Nigeria: an endogenous switching regression analysis," Empirical Economics, Springer, vol. 32(1), pages 141-159, April.
    16. Fan, Shenggen & Brzeska, Joanna & Keyzer, Michiel & Halsema, Alex, 2013. "From subsistence to profit: Transforming smallholder farms," Food policy reports 26, International Food Policy Research Institute (IFPRI).
    17. Benjamin Musah Abu & Haruna Issahaku & Paul Kwame Nkegbe, 2016. "Farmgate versus market centre sales: a multi-crop approach," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 4(1), pages 1-16, December.
    18. Takuya Hasebe, 2013. "Copula-based maximum-likelihood estimation of sample-selection models," Stata Journal, StataCorp LP, vol. 13(3), pages 547-573, September.
    19. Liverpool-Tasie, Lenis Saweda & Kuku, Oluyemisi & Ajibola, Akeem, 2011. "Review of literature on agricultural productivity, social capital and food security in Nigeria:," NSSP working papers 21, International Food Policy Research Institute (IFPRI).
    20. Davis, K. & Nkonya, E. & Kato, E. & Mekonnen, D.A. & Odendo, M. & Miiro, R. & Nkuba, J., 2012. "Impact of Farmer Field Schools on Agricultural Productivity and Poverty in East Africa," World Development, Elsevier, vol. 40(2), pages 402-413.
    21. Kilic, Talip & Palacios-López, Amparo & Goldstein, Markus, 2015. "Caught in a Productivity Trap: A Distributional Perspective on Gender Differences in Malawian Agriculture," World Development, Elsevier, vol. 70(C), pages 416-463.
    22. Ragui Assaad & Caroline Krafft & Shaimaa Yassin, 2018. "Comparing retrospective and panel data collection methods to assess labor market dynamics," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 8(1), pages 1-34, December.
    23. Maria Portela & Emmanuel Thanassoulis, 2006. "Zero weights and non-zero slacks: Different solutions to the same problem," Annals of Operations Research, Springer, vol. 145(1), pages 129-147, July.
    24. Awudu Abdulai & Wallace Huffman, 2014. "The Adoption and Impact of Soil and Water Conservation Technology: An Endogenous Switching Regression Application," Land Economics, University of Wisconsin Press, vol. 90(1), pages 26-43.
    25. Michael Lokshin & Zurab Sajaia, 2004. "Maximum likelihood estimation of endogenous switching regression models," Stata Journal, StataCorp LP, vol. 4(3), pages 282-289, September.
    26. Md Kamrul Hossain & Anton Abdulbasah Kamil & Md Azizul Baten & Adli Mustafa, 2012. "Stochastic Frontier Approach and Data Envelopment Analysis to Total Factor Productivity and Efficiency Measurement of Bangladeshi Rice," PLOS ONE, Public Library of Science, vol. 7(10), pages 1-9, October.
    27. Uematsu, Hiroki & Mishra, Ashok K., 2010. "Can Education Be a Barrier to Technology Adoption?," 2010 Annual Meeting, July 25-27, 2010, Denver, Colorado 61630, Agricultural and Applied Economics Association.
    28. Awotide, B.A. & Abdoulaye, Tahirou & Alene, Arega & Manyong, Victor M., 2015. "Impact of Access to Credit on Agricultural Productivity: Evidence from Smallholder Cassava Farmers in Nigeria," 2015 Conference, August 9-14, 2015, Milan, Italy 210969, International Association of Agricultural Economists.
    29. Sipilainen, Timo & Kuosmanen, Timo & Kumbhakar, Subal C., 2008. "Measuring productivity differentials – An application to milk production in Nordic countries," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 44277, European Association of Agricultural Economists.
    30. Gbemisola Oseni & Paul Corral & Markus Goldstein & Paul Winters, 2015. "Explaining gender differentials in agricultural production in Nigeria," Agricultural Economics, International Association of Agricultural Economists, vol. 46(3), pages 285-310, May.
    31. Maddala, G.S., 1986. "Disequilibrium, self-selection, and switching models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 3, chapter 28, pages 1633-1688, Elsevier.
    32. Long, Wenjin & Appleton, Simon & Song, Lina, 2013. "Job Contact Networks and Wages of Rural-Urban Migrants in China," IZA Discussion Papers 7577, Institute of Labor Economics (IZA).
    33. Mulubrhan Amare & Bekele Shiferaw, 2017. "Nonfarm employment, agricultural intensification, and productivity change: empirical findings from Uganda," Agricultural Economics, International Association of Agricultural Economists, vol. 48(S1), pages 59-72, November.
    34. Ghebru, Hosaena & Holden, Stein T., 2015. "Technical Efficiency and Productivity Differential Effects of Land Right Certification: A Quasi-Experimental Evidence," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 54(1), pages 1-31, February.
    35. Stephen P. Jenkins & Thomas Siedler, 2007. "Using Household Panel Data to Understand the Intergenerational Transmission of Poverty," Discussion Papers of DIW Berlin 694, DIW Berlin, German Institute for Economic Research.
    36. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, December.
    37. Joseph Mawejje & Stein Terje Holden, 2014. "Does social network capital buy higher agricultural prices? A case of coffee in Masaka district, Uganda," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 41(7), pages 573-585, July.
    38. Kehinde, A.L. & Aboaba, K.O., 2016. "Analysis of value addition in the processing of cassava tubers to “garri” among cottage level processors in southwestern nigeria," 2016 Fifth International Conference, September 23-26, 2016, Addis Ababa, Ethiopia 249323, African Association of Agricultural Economists (AAAE).
    39. Cheng Hsiao, 2007. "Rejoinder on: Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 56-57, May.
    40. Lu, Ruoxi & Dudensing, Rebekka, 2015. "What Do We Mean by Value-added Agriculture?," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 30(4), pages 1-8, December.
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