IDEAS home Printed from https://ideas.repec.org/p/ags/gagfdp/257513.html
   My bibliography  Save this paper

Small producer participation in export vegetable supply chains and household labour allocation in Tanzania: an age-disaggregated approach

Author

Listed:
  • Benali, Marwan
  • Brümmer, Bernhard
  • Afari-Sefa, Victor

Abstract

High-value agricultural supply chains have been playing an increasingly important role in developing countries and have had significant effects on the rural labour markets. This paper analyses the simultaneous effects of small producer participation in the latter on both household hired labour demand and off-farm labour supply, using an age-disaggregated approach. Failing to reject the separability hypothesis as well as the exogeneity of small producer participation in export supply chains, we apply lognormal double-hurdle models and find that participation in vegetable export supply chains in Tanzania affects positively a household’s decision to hire labour from all age groups. We also find that it increases the unconditional overall level of hired labour demand, while the age-disaggregated analysis shows that these effects benefit mostly rural youth. However, no evidence of an effect on household off-farm labour supply is found.

Suggested Citation

  • Benali, Marwan & Brümmer, Bernhard & Afari-Sefa, Victor, 2017. "Small producer participation in export vegetable supply chains and household labour allocation in Tanzania: an age-disaggregated approach," GlobalFood Discussion Papers 257513, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
  • Handle: RePEc:ags:gagfdp:257513
    DOI: 10.22004/ag.econ.257513
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/257513/files/GlobalFood%20Discussion%20Paper%2098.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.257513?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Bellemare, Marc F., 2012. "As You Sow, So Shall You Reap: The Welfare Impacts of Contract Farming," World Development, Elsevier, vol. 40(7), pages 1418-1434.
    2. Weinberger, Katinka & Lumpkin, Thomas A., 2007. "Diversification into Horticulture and Poverty Reduction: A Research Agenda," World Development, Elsevier, vol. 35(8), pages 1464-1480, August.
    3. John Humphrey & Neil McCulloch & Masako Ota, 2004. "The impact of European market changes on employment in the Kenyan horticulture sector," Journal of International Development, John Wiley & Sons, Ltd., vol. 16(1), pages 63-80.
    4. Ben White, 2012. "Agriculture and the Generation Problem: Rural Youth, Employment and the Future of Farming," IDS Bulletin, Blackwell Publishing, vol. 43(6), pages 9-19, November.
    5. Federico Belotti & Partha Deb & Willard G. Manning & Edward C. Norton, 2015. "twopm: Two-part models," Stata Journal, StataCorp LP, vol. 15(1), pages 3-20, March.
    6. repec:bla:devpol:v:21:y:2003:i::p:333-355 is not listed on IDEAS
    7. Camilla I.M. Andersson & Christine G.K. Chege & Elizaphan J.O. Rao & Matin Qaim, 2015. "Following Up on Smallholder Farmers and Supermarkets in Kenya," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(4), pages 1247-1266.
    8. Duan, Naihua, et al, 1983. "A Comparison of Alternative Models for the Demand for Medical Care," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(2), pages 115-126, April.
    9. Ellis, Frank & Mdoe, Ntengua, 2003. "Livelihoods and Rural Poverty Reduction in Tanzania," World Development, Elsevier, vol. 31(8), pages 1367-1384, August.
    10. Sadoulet, Elisabeth & de Janvry, Alain & Benjamin, Catherine, 1996. "Household Behavior With Imperfect Labor Markets," CUDARE Working Papers 25044, University of California, Berkeley, Department of Agricultural and Resource Economics.
    11. Dillon, Brian & Barrett, Christopher B., 2017. "Agricultural factor markets in Sub-Saharan Africa: An updated view with formal tests for market failure," Food Policy, Elsevier, vol. 67(C), pages 64-77.
    12. Richard Blundell & John Ham & Costas Meghir, 1989. "Unemployment and Female Labour Supply," Palgrave Macmillan Books, in: Joan Muysken & Chris Neubourg (ed.), Unemployment in Europe, chapter 1, pages 9-36, Palgrave Macmillan.
    13. Salmon, Claire & Tanguy, Jeremy, 2016. "Rural Electrification and Household Labor Supply: Evidence from Nigeria," World Development, Elsevier, vol. 82(C), pages 48-68.
    14. Barrett, Christopher B. & Bachke, Maren E. & Bellemare, Marc F. & Michelson, Hope C. & Narayanan, Sudha & Walker, Thomas F., 2012. "Smallholder Participation in Contract Farming: Comparative Evidence from Five Countries," World Development, Elsevier, vol. 40(4), pages 715-730.
    15. 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.
    16. Kien T. Le, 2010. "Separation Hypothesis Tests in the Agricultural Household Model," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 92(5), pages 1420-1431.
    17. Mullahy, John, 1998. "Much ado about two: reconsidering retransformation and the two-part model in health econometrics," Journal of Health Economics, Elsevier, vol. 17(3), pages 247-281, June.
    18. Matshe, Innocent & Young, Trevor, 2004. "Off-farm labour allocation decisions in small-scale rural households in Zimbabwe," Agricultural Economics, Blackwell, vol. 30(3), pages 175-186, May.
    19. Miet Maertens & Bart Minten & Johan Swinnen, 2012. "Modern Food Supply Chains and Development: Evidence from Horticulture Export Sectors in Sub-Saharan Africa," Development Policy Review, Overseas Development Institute, vol. 30(4), pages 473-497, July.
    20. Reardon, Thomas, 1997. "Using evidence of household income diversification to inform study of the rural nonfarm labor market in Africa," World Development, Elsevier, vol. 25(5), pages 735-747, May.
    21. 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.
    22. John Mullahy, 1998. "Much Ado About Two: Reconsidering Retransformation and the Two-Part Model in Health Economics," NBER Technical Working Papers 0228, National Bureau of Economic Research, Inc.
    23. Madden, David, 2008. "Sample selection versus two-part models revisited: The case of female smoking and drinking," Journal of Health Economics, Elsevier, vol. 27(2), pages 300-307, March.
    24. Yen, Steven T. & Rosinski, Jan, 2008. "On the marginal effects of variables in the log-transformed sample selection models," Economics Letters, Elsevier, vol. 100(1), pages 4-8, July.
    25. Henning, Christian H.C.A. & Henningsen, Arne, 2007. "AJAE Appendix: Modeling Farm Households' Price Responses in the Presence of Transaction Costs and Heterogeneity in Labor Markets," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 89(3), pages 1-44, August.
    26. Mary K. Mathenge & David L. Tschirley, 2015. "Off-farm labor market decisions and agricultural shocks among rural households in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 46(5), pages 603-616, September.
    27. J. Taylor & Irma Adelman, 2003. "Agricultural Household Models: Genesis, Evolution, and Extensions," Review of Economics of the Household, Springer, vol. 1(1), pages 33-58, January.
    28. Stefania Lovo, 2012. "Market imperfections, liquidity, and farm household labor allocation: the case of rural South Africa," Agricultural Economics, International Association of Agricultural Economists, vol. 43(4), pages 417-428, July.
    29. Christian H.C.A. Henning & Arne Henningsen, 2007. "Modeling Farm Households' Price Responses in the Presence of Transaction Costs and Heterogeneity in Labor Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(3), pages 665-681.
    30. Ellis, Frank & Kutengule, Milton & Nyasulu, Alfred, 2003. "Livelihoods and Rural Poverty Reduction in Malawi," World Development, Elsevier, vol. 31(9), pages 1495-1510, September.
    31. Smith, Richard J & Blundell, Richard W, 1986. "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply," Econometrica, Econometric Society, vol. 54(3), pages 679-685, May.
    32. 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.
    33. Ernest M. Zampelli & Steven T. Yen, 2017. "The Impact Of Tax Price Changes On Charitable Contributions To The Needy," Contemporary Economic Policy, Western Economic Association International, vol. 35(1), pages 113-124, January.
    34. Ellis, Frank & Bahiigwa, Godfrey, 2003. "Livelihoods and Rural Poverty Reduction in Uganda," World Development, Elsevier, vol. 31(6), pages 997-1013, June.
    35. Jikun Huang & Yunhua Wu & Scott Rozelle, 2009. "Moving off the farm and intensifying agricultural production in Shandong: a case study of rural labor market linkages in China," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 203-218, March.
    36. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    37. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
    38. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    39. Bezu, Sosina & Holden, Stein, 2014. "Are Rural Youth in Ethiopia Abandoning Agriculture?," World Development, Elsevier, vol. 64(C), pages 259-272.
    40. Steven T. Yen, 2005. "A Multivariate Sample-Selection Model: Estimating Cigarette and Alcohol Demands with Zero Observations," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 453-466.
    41. Rao, Elizaphan J.O. & Qaim, Matin, 2013. "Supermarkets and agricultural labor demand in Kenya: A gendered perspective," Food Policy, Elsevier, vol. 38(C), pages 165-176.
    42. Ayal Kimhi & Eliel Rapaport, 2004. "Time Allocation between Farm and Off-Farm Activities in Israeli Farm Households," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(3), pages 716-721.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Marwan Benali & Bernhard Brümmer & Victor Afari‐Sefa, 2018. "Smallholder participation in vegetable exports and age‐disaggregated labor allocation in Northern Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 49(5), pages 549-562, September.
    2. Rao, Elizaphan J.O. & Qaim, Matin, 2013. "Supermarkets and agricultural labor demand in Kenya: A gendered perspective," Food Policy, Elsevier, vol. 38(C), pages 165-176.
    3. Benali, Marwan & Brümmer, Bernhard & Afari-Sefa, Victor, 2017. "Small producer participation in export vegetable supply chains and poverty: evidence from different export schemes in Tanzania," GlobalFood Discussion Papers 262583, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    4. Kouser, Shahzad & Qaim, Matin & Abedullah, 2015. "Bt cotton and employment effects for female agricultural laborers in Pakistan: An application of double-hurdle model," 2015 Conference, August 9-14, 2015, Milan, Italy 212014, International Association of Agricultural Economists.
    5. Kibru, Martha, 2020. "Labor allocation to Non-agricultural Activities in Rural Ethiopia: A Gender Perspective," Ethiopian Journal of Economics, Ethiopian Economics Association, vol. 29(01), April.
    6. Soltani, Arezoo & Angelsen, Arild & Eid, Tron & Naieni, Mohammad Saeid Noori & Shamekhi, Taghi, 2012. "Poverty, sustainability, and household livelihood strategies in Zagros, Iran," Ecological Economics, Elsevier, vol. 79(C), pages 60-70.
    7. Nguyen, Huy, 2014. "The effect of land fragmentation on labor allocation and the economic diversity of farm households: The case of Vietnam," MPRA Paper 57521, University Library of Munich, Germany.
    8. Giampiero Marra & Matteo Fasiolo & Rosalba Radice & Rainer Winkelmann, 2023. "A flexible copula regression model with Bernoulli and Tweedie margins for estimating the effect of spending on mental health," Health Economics, John Wiley & Sons, Ltd., vol. 32(6), pages 1305-1322, June.
    9. Ochieng, Dennis O. & Veettil, Prakashan C. & Qaim, Matin, 2017. "Farmers’ preferences for supermarket contracts in Kenya," Food Policy, Elsevier, vol. 68(C), pages 100-111.
    10. Gamel Abdul-Nasser Salifu, 2019. "The Political Economy Dynamics of Rural Household Income Diversification: A Review of the International Literature," Research in World Economy, Research in World Economy, Sciedu Press, vol. 10(3), pages 273-290, December.
    11. Maconachie, Roy & Hilson, Gavin, 2016. "Re-Thinking the Child Labor “Problem” in Rural sub-Saharan Africa: The Case of Sierra Leone’s Half Shovels," World Development, Elsevier, vol. 78(C), pages 136-147.
    12. Pender, John, 2004. "Development pathways for hillsides and highlands: some lessons from Central America and East Africa," Food Policy, Elsevier, vol. 29(4), pages 339-367, August.
    13. Babigumira, Ronnie & Angelsen, Arild & Buis, Maarten & Bauch, Simone & Sunderland, Terry & Wunder, Sven, 2014. "Forest Clearing in Rural Livelihoods: Household-Level Global-Comparative Evidence," World Development, Elsevier, vol. 64(S1), pages 67-79.
    14. Almeida, Alexandre N. & Bravo-Ureta, Boris E., 2019. "Agricultural productivity, shadow wages and off-farm labor decisions in Nicaragua," Economic Systems, Elsevier, vol. 43(1), pages 99-110.
    15. Bagamba, Fredrick & Burger, Kees & Kuyvenhoven, Arie, 2007. "Determinants of smallholder farmer labour allocation decisions in Uganda," 106th Seminar, October 25-27, 2007, Montpellier, France 7920, European Association of Agricultural Economists.
    16. Salmon, Claire & Tanguy, Jeremy, 2016. "Rural Electrification and Household Labor Supply: Evidence from Nigeria," World Development, Elsevier, vol. 82(C), pages 48-68.
    17. Liu, Lei & Strawderman, Robert L. & Cowen, Mark E. & Shih, Ya-Chen T., 2010. "A flexible two-part random effects model for correlated medical costs," Journal of Health Economics, Elsevier, vol. 29(1), pages 110-123, January.
    18. Van den Broeck, Goedele & Swinnen, Johan & Maertens, Miet, 2017. "Global value chains, large-scale farming, and poverty: Long-term effects in Senegal," Food Policy, Elsevier, vol. 66(C), pages 97-107.
    19. Heres-Del-Valle, David & Niemeier, Deb, 2011. "CO2 emissions: Are land-use changes enough for California to reduce VMT? Specification of a two-part model with instrumental variables," Transportation Research Part B: Methodological, Elsevier, vol. 45(1), pages 150-161, January.
    20. Chuan Liao & Christopher Barrett & Karim-Aly Kassam, 2015. "Does Diversification Improve Livelihoods? Pastoral Households in Xinjiang, China," Development and Change, International Institute of Social Studies, vol. 46(6), pages 1302-1330, November.

    More about this item

    Keywords

    Agribusiness; Community/Rural/Urban Development; Consumer/Household Economics; International Relations/Trade;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:gagfdp:257513. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/iagoede.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.