IDEAS home Printed from https://ideas.repec.org/a/bla/agecon/v49y2018i1p131-143.html
   My bibliography  Save this article

Heterogeneity of commercialization gains in the rural economy

Author

Listed:
  • Natalia Radchenko
  • Paul Corral
  • Paul Winters

Abstract

Farmers in low†income rural economies often fail to switch to cash crops from staple production despite the positive income effects of commercialization expected by policy makers. The literature suggests that market failures prevent households from cash crop adoption but remains inconclusive regarding farmers' motives and the effects of commercialization. This article contributes to the debate by offering an original approach to the analysis of commercialization outcomes and farmers' decisions. It consists of applying a model with essential heterogeneity and a semiparametric estimation technique to analyzing harvest value returns to cash cropping. Using Malawian data, we show considerable heterogeneity in harvest value returns to cash cropping both within and between groups of farmers choosing different crop portfolios. Importantly, the results imply rational choices based on comparative advantage considerations of farming households: farmers self†select into the activity where they expect higher gains and adopt cash crops when facing weaker market barriers.

Suggested Citation

  • Natalia Radchenko & Paul Corral & Paul Winters, 2018. "Heterogeneity of commercialization gains in the rural economy," Agricultural Economics, International Association of Agricultural Economists, vol. 49(1), pages 131-143, January.
  • Handle: RePEc:bla:agecon:v:49:y:2018:i:1:p:131-143
    DOI: 10.1111/agec.12401
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/agec.12401
    Download Restriction: no

    File URL: https://libkey.io/10.1111/agec.12401?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. Pedro Carneiro & James J. Heckman & Edward Vytlacil, 2010. "Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin," Econometrica, Econometric Society, vol. 78(1), pages 377-394, January.
    2. Winford H. Masanjala, 2006. "Cash crop liberalization and poverty alleviation in Africa: evidence from Malawi," Agricultural Economics, International Association of Agricultural Economists, vol. 35(2), pages 231-240, September.
    3. Nava Ashraf & Xavier Giné & Dean Karlan, 2009. "Finding Missing Markets (and a Disturbing Epilogue): Evidence from an Export Crop Adoption and Marketing Intervention in Kenya," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 973-990.
    4. James J. Heckman & Edward Vytlacil, 2005. "Structural Equations, Treatment Effects, and Econometric Policy Evaluation," Econometrica, Econometric Society, vol. 73(3), pages 669-738, May.
    5. Heckman, James J. & Schmierer, Daniel & Urzua, Sergio, 2010. "Testing the correlated random coefficient model," Journal of Econometrics, Elsevier, vol. 158(2), pages 177-203, October.
    6. Beliyou Haile & Carlo Azzarri & Cleo Roberts & David J. Spielman, 2017. "Targeting, bias, and expected impact of complex innovations on developing-country agriculture: evidence from Malawi," Agricultural Economics, International Association of Agricultural Economists, vol. 48(3), pages 317-326, May.
    7. Bekele Shiferaw & Tewodros Kebede & Menale Kassie & Monica Fisher, 2015. "Market imperfections, access to information and technology adoption in Uganda: challenges of overcoming multiple constraints," Agricultural Economics, International Association of Agricultural Economists, vol. 46(4), pages 475-488, July.
    8. James J. Heckman & Sergio Urzua & Edward Vytlacil, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 389-432, August.
    9. Calogero Carletto & Talip Kilic & Angeli Kirk, 2011. "Nontraditional crops, traditional constraints: The long‐term welfare impacts of export crop adoption among Guatemalan smallholders," Agricultural Economics, International Association of Agricultural Economists, vol. 42, pages 61-76, November.
    10. Radchenko, Natalia, 2014. "Heterogeneity in Informal Salaried Employment: Evidence from the Egyptian Labor Market Survey," World Development, Elsevier, vol. 62(C), pages 169-188.
    11. Wood, Benjamin & Nelson, Carl H. & Kilic, Talip & Murray, Siobhan, 2012. "Up in Smoke?: Agricultural Commercialization,Rising Food Prices and Stunting in Malawi," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 131261, International Association of Agricultural Economists.
    12. Alwang, Jeffrey & Siegel, P. B., 1999. "Labor Shortages on Small Landholdings in Malawi: Implications for Policy Reforms," World Development, Elsevier, vol. 27(8), pages 1461-1475, August.
    13. Tavneet Suri, 2011. "Selection and Comparative Advantage in Technology Adoption," Econometrica, Econometric Society, vol. 79(1), pages 159-209, January.
    14. Maxwell, Simon & Fernando, Adrian, 1989. "Cash crops in developing countries: The issues, the facts, the policies," World Development, Elsevier, vol. 17(11), pages 1677-1708, November.
    15. Ryan Boone & Katia Covarrubias & Benjamin Davis & Paul Winters, 2013. "Cash transfer programs and agricultural production: the case of Malawi," Agricultural Economics, International Association of Agricultural Economists, vol. 44(3), pages 365-378, May.
    16. Harashima, Azusa, 2008. "The Impact of Tobacco Production Liberalization on Smallholders in Malawi," IDE Discussion Papers 170, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    17. Melinda Smale & John Olwande, 2014. "Demand for maize hybrids and hybrid change on smallholder farms in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 45(4), pages 409-420, July.
    18. Harrigan, Jane, 2003. "U-Turns and Full Circles: Two Decades of Agricultural Reform in Malawi 1981-2000," World Development, Elsevier, vol. 31(5), pages 847-863, May.
    19. Ashraf, Nava & Giné, Xavier & Karlan, Dean S., 2009. "AJAE appendix for “Finding Missing Markets (and a Disturbing Epilogue): Evidence from an Export Crop Adoption and Marketing Intervention in Kenya”," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 91(4), pages 1-9, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kashi Kafle & Tisorn Songsermsawas & Paul Winters, 2022. "Agricultural value chain development in Nepal: Understanding mechanisms for poverty reduction," Agricultural Economics, International Association of Agricultural Economists, vol. 53(3), pages 356-373, May.
    2. Bazzana, Davide & Gilioli, Gianni & Simane, Belay & Zaitchik, Benjamin, 2021. "Analyzing constraints in the water-energy-food nexus: The case of eucalyptus plantation in Ethiopia," Ecological Economics, Elsevier, vol. 180(C).
    3. Wencai Yang & Caiyao Xu & Fanbin Kong, 2022. "Does Non-Food Cultivation of Cropland Increase Farmers’ Income?," IJERPH, MDPI, vol. 19(12), pages 1-14, June.
    4. Lingjuan Cheng & Wei Zou & Kaifeng Duan, 2021. "The Influence of New Agricultural Business Entities on the Economic Welfare of Farmer’s Families," Agriculture, MDPI, vol. 11(9), pages 1-15, September.

    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. Kate Vaiknoras & Catherine Larochelle, 2023. "Training and seed production spillovers and technology adoption: The case of seed producer groups in Nepal," Agricultural Economics, International Association of Agricultural Economists, vol. 54(6), pages 921-942, November.
    2. Bedi, Shaibu Mellon & Azzarri, Carlo & Kotu, Bekele Hundi & Kornher, Lukas, 2021. "Scaling-up Agricultural Innovations: Who Should be Targeted?," 2021 Conference, August 17-31, 2021, Virtual 315267, International Association of Agricultural Economists.
    3. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2011. "Estimating Marginal Returns to Education," American Economic Review, American Economic Association, vol. 101(6), pages 2754-2781, October.
    4. Justus Ochieng & Beatrice Knerr & George Owuor & Emily Ouma, 2020. "Food crops commercialization and household livelihoods: Evidence from rural regions in Central Africa," Agribusiness, John Wiley & Sons, Ltd., vol. 36(2), pages 318-338, April.
    5. Shaibu Mellon Bedi & Carlo Azzarri & Bekele Hundie Kotu & Lukas Kornher & Joachim von Braun, 2022. "Scaling-up agricultural technologies: who should be targeted? [Social networks, adoption of improved variety and household welfare: evidence from Ghana]," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(4), pages 857-875.
    6. Heckman, James J. & Urzúa, Sergio, 2010. "Comparing IV with structural models: What simple IV can and cannot identify," Journal of Econometrics, Elsevier, vol. 156(1), pages 27-37, May.
    7. Sokbae Lee & Bernard Salanié, 2018. "Identifying Effects of Multivalued Treatments," Econometrica, Econometric Society, vol. 86(6), pages 1939-1963, November.
    8. Schennach, Susanne & White, Halbert & Chalak, Karim, 2012. "Local indirect least squares and average marginal effects in nonseparable structural systems," Journal of Econometrics, Elsevier, vol. 166(2), pages 282-302.
    9. Robert A. Moffitt & Matthew V. Zahn, 2019. "The Marginal Labor Supply Disincentives of Welfare: Evidence from Administrative Barriers to Participation," NBER Working Papers 26028, National Bureau of Economic Research, Inc.
    10. Pedro Carneiro & Michael Lokshin & Nithin Umapathi, 2017. "Average and Marginal Returns to Upper Secondary Schooling in Indonesia," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(1), pages 16-36, January.
    11. Heckman, James J. & Schmierer, Daniel, 2010. "Tests of hypotheses arising in the correlated random coefficient model," Economic Modelling, Elsevier, vol. 27(6), pages 1355-1367, November.
    12. Karim Chalak & Halbert White, 2011. "Viewpoint: An extended class of instrumental variables for the estimation of causal effects," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 44(1), pages 1-51, February.
    13. Tafti, Elena Ashtari, 2023. "Technology, Skills, and Performance: The Case of Robots in Surgery," CINCH Working Paper Series (since 2020) 78746, Duisburg-Essen University Library, DuEPublico.
    14. Busch, Christian & Barkema, Harry, 2022. "Align or perish: Social enterprise network orchestration in Sub-Saharan Africa," Journal of Business Venturing, Elsevier, vol. 37(2).
    15. Heckman, James J. & Humphries, John Eric & Veramendi, Gregory, 2016. "Dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 191(2), pages 276-292.
    16. Emerick, Kyle & Chakravorty, Ujjayant & Dar, Manzoor, 2019. "Inefficient water pricing and incentives for conservation," CEPR Discussion Papers 13572, C.E.P.R. Discussion Papers.
    17. Paola Mallia, 2022. "You reap what (you think) you sow? Evidence on farmers’behavioral adjustments in the case of correct crop varietal identification," PSE Working Papers hal-03597332, HAL.
    18. Kyle Emerick & Alain de Janvry & Elisabeth Sadoulet & Manzoor H. Dar, 2016. "Technological Innovations, Downside Risk, and the Modernization of Agriculture," American Economic Review, American Economic Association, vol. 106(6), pages 1537-1561, June.
    19. Christian N. Brinch & Magne Mogstad & Matthew Wiswall, 2017. "Beyond LATE with a Discrete Instrument," Journal of Political Economy, University of Chicago Press, vol. 125(4), pages 985-1039.
    20. Nocito, Samuel, 2021. "The effect of a university degree in english on international labor mobility," Labour Economics, Elsevier, vol. 68(C).

    More about this item

    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:bla:agecon:v:49:y:2018:i:1:p:131-143. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/iaaeeea.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.