IDEAS home Printed from https://ideas.repec.org/p/ags/aesc22/321170.html
   My bibliography  Save this paper

Impact of Membership of Dairy Participatory Extension Group on Farm Income: An Application of a Difference-in-Differences Coarsened Exact Matching Approach

Author

Listed:
  • Adenuga, Adewale H.
  • Jack, Claire
  • Ashfield, Austen
  • Wallace, Michael

Abstract

This paper evaluates the impact of membership of the dairy Business Development Groups (BDG), a participatory extension programme in Northern Ireland on the gross margin performance of participating farmers relative to non-participants. The study employs a difference-in-differences exact coarsened matching approach and contributes to the literature on the impact of participatory extension programmes on farm income. The results of the analyses showed that membership of dairy BDG has a statistically significant impact on the gross margin of participating farmers. Specifically, the results showed that dairy farmers who are members of the BDGs increased their gross margin by £117 per head respectively compared to farmers that are non-members of the BDGs. The results of the study have practical implications for the design of participatory extension programmes as it provides evidence to inform policy development around the area of participatory extension programmes. It also supports the design of efficient agricultural education and extension systems that incorporates the ideas of the farmers themselves through peer-to-peer learning thereby maximising the economic and social benefits accruable from such programmes.

Suggested Citation

  • Adenuga, Adewale H. & Jack, Claire & Ashfield, Austen & Wallace, Michael, 2022. "Impact of Membership of Dairy Participatory Extension Group on Farm Income: An Application of a Difference-in-Differences Coarsened Exact Matching Approach," 96th Annual Conference, April 4-6, 2022, K U Leuven, Belgium 321170, Agricultural Economics Society - AES.
  • Handle: RePEc:ags:aesc22:321170
    DOI: 10.22004/ag.econ.321170
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/321170/files/Adewale%20Henry_Adenuga_Full%20Paper_06_03.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.321170?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. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    2. Gebel, Michael & Voßemer, Jonas, 2014. "The impact of employment transitions on health in Germany. A difference-in-differences propensity score matching approach," Social Science & Medicine, Elsevier, vol. 108(C), pages 128-136.
    3. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    4. Franz Buscha & Arnaud Maurel & Lionel Page & Stefan Speckesser, 2012. "The Effect of Employment while in High School on Educational Attainment: A Conditional Difference-in-Differences Approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(3), pages 380-396, June.
    5. Anthony Cawley & Cathal O’Donoghue & Kevin Heanue & Rachel Hilliard & Maura Sheehan, 2018. "The Impact of Extension Services on Farm‐level Income: An Instrumental Variable Approach to Combat Endogeneity Concerns," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 40(4), pages 585-612, December.
    6. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LP, vol. 9(4), pages 524-546, December.
    7. Bertoni, Danilo & Curzi, Daniele & Aletti, Giacomo & Olper, Alessandro, 2020. "Estimating the effects of agri-environmental measures using difference-in-difference coarsened exact matching," Food Policy, Elsevier, vol. 90(C).
    8. Claire Jack & Adewale H. Adenuga & Austen Ashfield & Michael Wallace, 2020. "Investigating the Drivers of Farmers’ Engagement in a Participatory Extension Programme: The Case of Northern Ireland Business Development Groups," Sustainability, MDPI, vol. 12(11), pages 1-15, June.
    9. Iacus, Stefano & King, Gary & Porro, Giuseppe, 2009. "cem: Software for Coarsened Exact Matching," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 30(i09).
    10. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2019. "A Theory of Statistical Inference for Matching Methods in Causal Research," Political Analysis, Cambridge University Press, vol. 27(1), pages 46-68, January.
    11. Adewale H. Adenuga & Claire Jack & Austen Ashfield & Michael Wallace, 2021. "Assessing the Impact of Participatory Extension Programme Membership on Farm Business Performance in Northern Ireland," Agriculture, MDPI, vol. 11(10), pages 1-12, September.
    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. Adewale H. Adenuga & Claire Jack & Austen Ashfield & Michael Wallace, 2021. "Assessing the Impact of Participatory Extension Programme Membership on Farm Business Performance in Northern Ireland," Agriculture, MDPI, vol. 11(10), pages 1-12, September.
    2. Emilio Aguirre, 2016. "Impacto de ser becado del Programa Compromiso Educativo," Documentos de Trabajo (working papers) 1616, Department of Economics - dECON.
    3. Leduc, Elisabeth & Tojerow, Ilan, 2020. "Subsidizing Domestic Services as a Tool to Fight Unemployment: Effectiveness and Hidden Costs," IZA Discussion Papers 13544, Institute of Labor Economics (IZA).
    4. Maldonado, Joana Elisa & De Witte, Kristof, 2021. "The impact of information provision to parents: Experimental evidence on student outcomes," Journal of Behavioral and Experimental Finance, Elsevier, vol. 31(C).
    5. Mirella Damiani & Fabrizio Pompei & Andrea Ricci, 2020. "Opting Out, Collective Contracts and Labour Flexibility: Firm‐Level Evidence for The Italian Case," British Journal of Industrial Relations, London School of Economics, vol. 58(3), pages 558-586, September.
    6. Jérôme Ronchetti & Anthony Terriau, 2019. "Impact of unemployment on self-perceived health," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(6), pages 879-889, August.
    7. Moscelli, Giuseppe & Gravelle, Hugh & Siciliani, Luigi & Gutacker, Nils, 2018. "The effect of hospital ownership on quality of care: Evidence from England," Journal of Economic Behavior & Organization, Elsevier, vol. 153(C), pages 322-344.
    8. Patrick, Carlianne & Mothorpe, Christopher, 2017. "Demand for new cities: Property value capitalization of municipal incorporation," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 78-89.
    9. Yiwei Qian & Rodolfo M. Nayga & Michael R. Thomsen & Heather L. Rouse, 2016. "The Effect of the Fresh Fruit and Vegetable Program on Childhood Obesity," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 38(2), pages 260-275.
    10. Collin D. Hodges & Heather M. Stephens, 2022. "Does municipal incorporation always increase property values?," Growth and Change, Wiley Blackwell, vol. 53(1), pages 200-220, March.
    11. Corral, Leonardo & Henderson, Heath & Miranda, Juan José, 2016. "Evidence from a Natural Experiment on the Development Impact of Windfall Gains: The Camisea Fund in Peru," IDB Publications (Working Papers) 7520, Inter-American Development Bank.
    12. Calani, Mauricio & Paillacar, Manuel, 2022. "The pass-through of loan-loss-provisioning on mortgage lending: Evidence from a regulatory change," Journal of Banking & Finance, Elsevier, vol. 135(C).
    13. Adenuga, Adewale H. & Jack, Claire & Ashfield, Austen & Wallace, Michael, 2021. "Estimating the impact of membership of participatory extension programme across different enterprise groups: a conditional difference-in-differences approach," 95th Annual Conference, March 29-30, 2021, Warwick, UK (Hybrid) 311082, Agricultural Economics Society - AES.
    14. Lin, Chang-Ching & Chang, Yun-chien & Chen, Kong-Pin, 2020. "Knowledge in youth is wisdom in age: an empirical study of attorney experience in torts litigation," International Review of Law and Economics, Elsevier, vol. 63(C).
    15. Ford, George S. & Alan Seals, R., 2021. "The rewards of municipal broadband: An econometric analysis of the labor market," Telecommunications Policy, Elsevier, vol. 45(8).
    16. Ramboer, Sander & Reynaerts, Jo, 2020. "Indecent proposals: Estimating the impact of regional state aid through EU guideline compliance," Regional Science and Urban Economics, Elsevier, vol. 82(C).
    17. Gao, Qin & Zhai, Fuhua & Yang, Sui & Li, Shi, 2014. "Does Welfare Enable Family Expenditures on Human Capital? Evidence from China," World Development, Elsevier, vol. 64(C), pages 219-231.
    18. Frondel, Manuel & Kaestner, Kathrin & Sommer, Stephan & Vance, Colin, 2022. "Photovoltaics and the solar rebound: Evidence for Germany," Ruhr Economic Papers 954, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    19. Kabubo-Mariara, Jane & Machio, Phyllis Mumia & Njoroge, Michael Murigi & Chemengich, Margaret, 2023. "Links between firm registration and performance: Does it pay to register?," World Development, Elsevier, vol. 169(C).
    20. Francesca Sgobbi & Fátima Suleman, 2015. "The Value of Transferable Skills," Scottish Journal of Political Economy, Scottish Economic Society, vol. 62(4), pages 378-399, September.

    More about this item

    Keywords

    Agricultural Finance; Farm Management;

    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:aesc22:321170. 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/aesukea.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.