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A nonparametric analysis of the impact of agri-environmental advisory activities on best management practice adoption: A case study of Québec

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  • Tamini, Lota D.

Abstract

This study investigates the factors that determine producers' participation in agri-environmental advisory activities and their adoption of best management practices (BMPs) in Québec (Canada). Data were collected from farmers via telephone interviews, and the impacts of agri-environmental extension activities were analyzed using average treatment effect and local average treatment effect, estimated with non-parametric approaches. The average effects of agri-environmental extension activities are statistically significant for the majority of BMPs. We also find a statistically significant formal diffusion effect of producers' membership in an agri-environmental advisory club. The informal diffusion effect is statistically significant for BMPs that require advanced technical knowledge.

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  • Tamini, Lota D., 2011. "A nonparametric analysis of the impact of agri-environmental advisory activities on best management practice adoption: A case study of Québec," Ecological Economics, Elsevier, vol. 70(7), pages 1363-1374, May.
  • Handle: RePEc:eee:ecolec:v:70:y:2011:i:7:p:1363-1374
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    1. Brethour, Cher & Sparling, Beth & Cortus, Brett & Klimas, Maria & Moor, Terri-lyn & Richards, Jane Sadler, 2007. "An Economic Evaluation of Beneficial Management Practices for Crop Nutrients in Canadian Agriculture," Final Reports 289841, George Morris Center.
    2. Frölich, Markus & Lechner, Michael, 2010. "Exploiting Regional Treatment Intensity for the Evaluation of Labor Market Policies," Journal of the American Statistical Association, American Statistical Association, vol. 105(491), pages 1014-1029.
    3. Gershon Feder & Rinku Murgai & Jaime B. Quizon, 2004. "Sending Farmers Back to School: The Impact of Farmer Field Schools in Indonesia," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 26(1), pages 45-62.
    4. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    5. Andrea Pufahl & Christoph R. Weiss, 2009. "Evaluating the effects of farm programmes: results from propensity score matching," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 36(1), pages 79-101, March.
    6. Roderick M. Rejesus & Florencia G. Palis & Aileen V. Lapitan & Truong Thi Ngoc Chi & Mahabub Hossain, 2009. "The Impact of Integrated Pest Management Information Dissemination Methods on Insecticide Use and Efficiency: Evidence from Rice Producers in South Vietnam," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 31(4), pages 814-833.
    7. Udith Jayasinghe-Mudalige & Alfons Weersink & Brady James Deaton & Mike Trant, 2007. "Effect of urbanisation on the adoption of environmental management systems in Canadian agriculture," International Journal of Agricultural Resources, Governance and Ecology, Inderscience Enterprises Ltd, vol. 6(3), pages 316-325.
    8. Lori Lynch & Wayne Gray & Jacqueline Geoghegan, 2007. "Are Farmland Preservation Program Easement Restrictions Capitalized into Farmland Prices? What Can a Propensity Score Matching Analysis Tell Us?," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 29(3), pages 502-509.
    9. Markus Frlich, 2004. "Finite-Sample Properties of Propensity-Score Matching and Weighting Estimators," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 77-90, February.
    10. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413, September.
    11. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2008. "Using Selection on Observed Variables to Assess Bias from Unobservables When Evaluating Swan-Ganz Catheterization," American Economic Review, American Economic Association, vol. 98(2), pages 345-350, May.
    12. Godtland, Erin M & Sadoulet, Elisabeth & De Janvry, Alain & Murgai, Rinku & Ortiz, Oscar, 2004. "The Impact of Farmer Field Schools on Knowledge and Productivity: A Study of Potato Farmers in the Peruvian Andes," Economic Development and Cultural Change, University of Chicago Press, vol. 53(1), pages 63-92, October.
    13. Frolich, Markus, 2007. "Nonparametric IV estimation of local average treatment effects with covariates," Journal of Econometrics, Elsevier, vol. 139(1), pages 35-75, July.
    14. Edi Defrancesco & Paola Gatto & Ford Runge & Samuele Trestini, 2008. "Factors Affecting Farmers’ Participation in Agri‐environmental Measures: A Northern Italian Perspective," Journal of Agricultural Economics, Wiley Blackwell, vol. 59(1), pages 114-131, February.
    15. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    16. Lori Lynch & Xiangping Liu, 2007. "Impact of Designated Preservation Areas on Rate of Preservation and Rate of Conversion: Preliminary Evidence," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(5), pages 1205-1210.
    17. Alain Janvry & Elisabeth Sadoulet, 2006. "Progress in the Modeling of Rural Households’ Behavior under Market Failures," Economic Studies in Inequality, Social Exclusion, and Well-Being, in: Alain Janvry & Ravi Kanbur (ed.), Poverty, Inequality and Development, chapter 0, pages 155-181, Springer.
    18. 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.
    19. David Brownstone & Robert Valletta, 2001. "The Bootstrap and Multiple Imputations: Harnessing Increased Computing Power for Improved Statistical Tests," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 129-141, Fall.
    20. Blackman, Allen & Lahiri, Bidisha & Pizer, William & Rivera Planter, Marisol & Muñoz Piña, Carlos, 2010. "Voluntary environmental regulation in developing countries: Mexico's Clean Industry Program," Journal of Environmental Economics and Management, Elsevier, vol. 60(3), pages 182-192, November.
    21. Kelly A. Davey & W. Hartley Furtan, 2008. "Factors That Affect the Adoption Decision of Conservation Tillage in the Prairie Region of Canada," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 56(3), pages 257-275, September.
    22. Sparling, Beth & Brethour, Cher, 2007. "An Economic Evaluation of Beneficial Management Practices for Crop Nutrients in Canadian Agriculture," Annual Meeting, 2007, July 29-August 1, Portland, Oregon 10249, Canadian Agricultural Economics Society.
    23. Case, Anne, 1992. "Neighborhood influence and technological change," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 491-508, September.
    24. Guido W. Imbens, 2010. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 399-423, June.
    25. Owens, Trudy & Hoddinott, John & Kinsey, Bill, 2003. "The Impact of Agricultural Extension on Farm Production in Resettlement Areas of Zimbabwe," Economic Development and Cultural Change, University of Chicago Press, vol. 51(2), pages 337-357, January.
    26. Markus Frölich, 2008. "Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables," International Statistical Review, International Statistical Institute, vol. 76(2), pages 214-227, August.
    27. Philip Oreopoulos, 2006. "Estimating Average and Local Average Treatment Effects of Education when Compulsory Schooling Laws Really Matter," American Economic Review, American Economic Association, vol. 96(1), pages 152-175, March.
    28. Jere R. Behrman & Yingmei Cheng & Petra E. Todd, 2004. "Evaluating Preschool Programs When Length of Exposure to the Program Varies: A Nonparametric Approach," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 108-132, February.
    29. John Strauss & Mariza Barbosa & Sonia Teixeira & Duncan Thomas & Raimundo Gomes Junior, 1991. "Role of education and extension in the adoption of technology: a study of upland rice and soybean farmers in Central‐West Brazil," Agricultural Economics, International Association of Agricultural Economists, vol. 5(4), pages 341-359, August.
    30. Benjamin Crost & Bhavani Shankar & Richard Bennett & Stephen Morse, 2007. "Bias from Farmer Self-Selection in Genetically Modified Crop Productivity Estimates: Evidence from Indian Data," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(1), pages 24-36, February.
    31. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    32. Ghazalian, Pascal L. & Larue, Bruno & West, Gale E., 2009. "Best Management Practices to Enhance Water Quality: Who is Adopting Them?," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 41(3), pages 1-20, December.
    33. repec:ebl:ecbull:v:15:y:2008:i:15:p:1-13 is not listed on IDEAS
    34. Holloway, Garth & Shankar, Bhavani & Rahman, Sanzidur, 2002. "Bayesian spatial probit estimation: a primer and an application to HYV rice adoption," Agricultural Economics, Blackwell, vol. 27(3), pages 383-402, November.
    35. Knowler, Duncan & Bradshaw, Ben, 2007. "Farmers' adoption of conservation agriculture: A review and synthesis of recent research," Food Policy, Elsevier, vol. 32(1), pages 25-48, February.
    36. James Heckman, 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 441-462.
    37. Alain Janvry & Ravi Kanbur (ed.), 2006. "Poverty, Inequality and Development," Economic Studies in Inequality, Social Exclusion, and Well-Being, Springer, number 978-0-387-29748-4, July.
    38. Scott M. Swinton & Frank Lupi & G. Philip Robertson & Douglas A. Landis, 2006. "Ecosystem Services from Agriculture: Looking Beyond the Usual Suspects," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(5), pages 1160-1166.
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    Cited by:

    1. Sarah Schomers & Bettina Matzdorf & Claas Meyer & Claudia Sattler, 2015. "How Local Intermediaries Improve the Effectiveness of Public Payment for Ecosystem Services Programs: The Role of Networks and Agri-Environmental Assistance," Sustainability, MDPI, vol. 7(10), pages 1-31, October.
    2. Arata, Linda & Sckokai, P., 2013. "Impact of Agri-environmental Schemes on Farm Performances in five EU Member States," 2013 Second Congress, June 6-7, 2013, Parma, Italy 149771, Italian Association of Agricultural and Applied Economics (AIEAA).
    3. Doris Läpple & Thia Hennessy & Carol Newman, 2013. "Quantifying the Economic Return to Participatory Extension Programmes in Ireland: an Endogenous Switching Regression Analysis," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(2), pages 467-482, June.
    4. Rosemarie Bégin & Lota D. Tamini & Maurice Doyon, 2014. "L'effet du travail hors-ferme sur l'efficacité technique des fermes laitières québécoises: un modèle intégrant les biais de sélection sur les observables et inobservables," Cahiers de recherche CREATE 2014-9, CREATE.
    5. Tingting Liu & Randall J. F. Bruins & Matthew T. Heberling, 2018. "Factors Influencing Farmers’ Adoption of Best Management Practices: A Review and Synthesis," Sustainability, MDPI, vol. 10(2), pages 1-26, February.
    6. Andreas Tsakiridis & Michael Wallace & James Breen & Cathal O'Donoghue & Kevin Hanrahan, 2021. "Beef quality assurance schemes: Can they improve farm economic performance?," Agribusiness, John Wiley & Sons, Ltd., vol. 37(3), pages 451-471, July.
    7. M.K. Ndegue Fongue & Lota D. Tamini & B. Larue & G.E. West, 2014. "Efficiences technique et environnementale en agriculture: le cas du bassin de la rivière Chaudière au Québec," Cahiers de recherche CREATE 2014-10, CREATE.
    8. 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.
    9. Wei Yang & Jorie Knook, 2021. "Spatial evaluation of the impact of a climate change participatory extension programme on the uptake of soil management practices," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(3), pages 539-565, July.
    10. Ndegue Fongue, M.K., 2014. "Efficiences technique et environnementale en agriculture: le cas du bassin de la rivière Chaudière au Québec," Working Papers 187234, University of Laval, Center for Research on the Economics of the Environment, Agri-food, Transports and Energy (CREATE).
    11. 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.
    12. 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.
    13. Ran Sun & James Nolan & Suren Kulshreshtha, 2022. "Agent-based modeling of policy induced agri-environmental technology adoption," SN Business & Economics, Springer, vol. 2(8), pages 1-26, August.
    14. Margaux Lapierre & Alexandre Sauquet & Julie Subervie, 2019. "Providing technical assistance to peer networks to reduce pesticide use in Europe: Evidence from the French Ecophyto plan," CEE-M Working Papers hal-02190979, CEE-M, Universtiy of Montpellier, CNRS, INRA, Montpellier SupAgro.
    15. Lévesque, Ann & Kermagoret, Charlène & Poder, Thomas G. & L'Ecuyer-Sauvageau, Chloé & He, Jie & Sauvé, Sébastien & Dupras, Jérôme, 2021. "Financing on-farm ecosystem services in southern Quebec, Canada: A public call for pesticides reduction," Ecological Economics, Elsevier, vol. 184(C).
    16. Traxler, Emilia & Li, Tongzhe, 2020. "Agricultural Best Management Practices, A summary of adoption behaviour," Working Papers 305271, University of Guelph, Institute for the Advanced Study of Food and Agricultural Policy.
    17. Ioanna Grammatikopoulou & Eija Pouta & Sami Myyrä, 2016. "Exploring the determinants for adopting water conservation measures. What is the tendency of landowners when the resource is already at risk?," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 59(6), pages 993-1014, June.
    18. Margaux Lapierre & Alexandre Sauquet & Julie Subervie, 2019. "Improving Farm Environmental Performance through Technical Assistance: Empirical Evidence on Pesticide Use," Working Papers 2019.19, FAERE - French Association of Environmental and Resource Economists.
    19. Lota D. Tamini & Bruno Larue & Gale E. West & Moise K.Ndegue Fongue, 2016. "Agricultural production and pollutant runoffs in QuŽbecÕs Chaudi re river watershed: what are the potential environmental gains?," Cahiers de recherche CREATE 2016-2, CREATE.
    20. 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.

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