INTENTION OF SMALL-SCALE COW DAIRY PRODUCERS TO USE MAIZE SILAGE, AND THE ROLE OF FRIENDSHIP NETWORK IN THE COMMUNICATION OF THE INNOVATION

Dalia Andrea Plata-Reyes, Julieta Gertrudis Estrada-Flores, Adolfo Armando Rayas-Amor, Carlos Galdino Martínez García

Abstract


Background: The adoption of agricultural technologies, such as maize silage is influenced by various factors, as highlighted by studies based on the Theory of Reasoned Action and the Theory of Planned Behaviour. These theories identify key determinants of technology adoption among small-scale dairy farmers in central Mexico, including characteristics like age, experience and production unit conditions. Objective: The aim of this work is to identify factors influencing small-scale dairy farmers to adopt corn silage and to explore the role of their friendship networks in spreading innovation. Methodology: The study was conducted in the municipality of Aculco, State of Mexico. The information was collected through a questionnaire administered to 106 farmers, who were selected through snowball sampling method. Farmers' intention and the three components of the Theory of Planned Behaviour (TPB): Attitude, Subjective Norm, and Perceived Behavioural Control, were measured using a five-point Likert scale. A hierarchical multiple regression model was conducted to analysed the data. To identify the friendship network among farmers, a binary symmetric matrix was created. It is characterized by an equal number of rows and columns. Each cell contains a value of 1 or 0, where 1 indicates the presence of friendship and 0 indicates absence. The Social Network Analysis (SNA) identified key actors for innovation diffusion based on centrality measures such as degree, betweenness, and closeness. Results: Dairy farmers' intention to adopt maize silage were influenced by their beliefs about the innovation, social referents, age, and the number of lactating cows. A lack of knowledge and training was identified as a significant constraint. Additionally, 79% of farmers were involved in the friendship network. Implications: Two key nodes in the network were identified as potential drivers for disseminating information to other farmers. These individuals could play an important role in promoting maize silage adoption among those who have not yet implemented the innovation. Conclusions: Farmers' intentions were shaped by beliefs, social referents, age, and the number of lactating cows. Additionally, friendship networks emerged as a valuable channel for communicating and spreading information about maize silage adoption, highlighting the importance of social connections in agricultural innovation.

Keywords


Technology; extension; dissemination; social network; nodes.

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References


Aguilar-Gallegos N., Martínez-González E.G., Aguilar-Ávila J., Santoyo-Cortés H., Muñoz-Rodríguez M. and García-Sánchez E.I., 2016. Análisis de redes sociales para catalizar la innovación agrícola: de los vínculos directos a la integración y radialidad. Estudios Gerenciales, 32, pp. 197-207. https://doi.org/10.1016/j.estger.2016.06.006

Ajzen I., 1991. The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50, pp. 179-211. https://doi.org/10.1016/0749-5978(91)90020-T

Ajzen I., 2005. Attitudes, Personality and Behavior (2do ed.). England: Open University Press- Milton Keynes.

Araiza-Rosales E., Delgado-Licon E., Carrete-Carreón F.O., Medrano-Roldán H., Solis-Soto A., Murillo-Ortiz M. and Haubi-Segura C., 2013. Degradabilidad ruminal in situ y digestibilidad in vitro de diferentes formulaciones de ensilados de maíz-manzana adicionados con melaza. Avances en Investigación Agropecuaria, 17(2), pp. 79-96.

Carr, S., Tait, J., 1991. Differences in the attitudes of farmers and conservationist and their implications. Journal of Environmental Management, 32, pp.281–294. https://doi.org/10.1016/S0301-4797(05)80058-1

Borgatti S.P. and Halgin D.S., 2011. On network theory. Organization Science, 22, pp. 1121-1367. https://doi.org/10.1016/j.estger.2016.06.006

Borgatti S.P., Everett M.G. and Johnson J.C., 2013. Analyzing social networks. Londres-UK: SAGE Publications.

Bryman A. and Cramer D., 2011. Quantitative Data Analysis with IBM SPSS 17, 18 and 19, A Guide for Social Scientists. London and New York: Routledge, Taylor and Francis Group.

Espinoza-Ortega A., Espinosa-Ayala E., Bastida-López J., Castañeda- Martínez T. and Arriaga-Jordán C. M., 2007. Small-scale dairy farming in the highlands of Central Mexico: technical, economic and social aspects and their impact on poverty. Experimental Agriculture, 43, pp. 241–256. https://doi.org/ 10.1017/S0014479706004613

Fadul-Pacheco L., Wattiaux M., Espinoza-Ortega A., Sánchez-Vera E. and Arriaga-Jordán C.M., 2013. Evaluation of sustainability of smallholder dairy production systems in the highlands of Mexico during the rainy season. Agroecology and Sustainable Food Systems, 37(8), pp. 882-901. https://doi.org/10.1080/21683565.2013.775990

FAO. Food and Agriculture Organization of the United Nations., 2012. Situación de la lechería en América Latina y el Caribe 2011-Informe producido en el ámbito del observatorio de la cadena láctea de América Latina y el Caribe. Chile: FAO-FEPALE (Federación Panamericana de Lechería).

FAO. Food and Agriculture Organization of the United Nations., 2018. El sector lechero mundial: Datos. Disponible en http://www.dairydeclaration.org/Portals/153/FAO-Global-Facts-SPANISH-F.PDF?v=1. Consulta: 28 Enero 2023

Forero Camacho C.A., Rojas Carvajal G. and Argüelles-Cárdenas J., 2013. Capital social y financiero en la adopción de tecnologías ganaderas en zonas rurales altoandinas de Colombia. Corpoica-Ciencia y Tecnología Agropecuaria, 14(2), pp. 149-163.

García-Villegas J.D., Arriaga-Jordán C.M., Sánchez-Vera E., Juárez-Morales M., Rayas-Amor A. and Martínez-García C., 2016. Identificación de factores que influyen en la intención de uso de ensilado de maíz por productores de leche a pequeña escala en el Altiplano Central Mexicano. En: Herrera Camacho, J. et al. (Eds) Innovación sostenible en pastos: hacia una agricultura de respuesta al cambio climático, pp. 259-264. España: Sociedad Española para el Estudio de los Pastos.

Garforth C., Mckemey K., Rehman T., Tranter R., Cooke R., Park J., Dorward P. and Yates C., 2006. Farmer’ attitudes towards techniques for improving oestrus detection in dairy herds In Southwest England. Livestock Science, 103, pp. 158-168. https://doi.org/10.1016/j.livsci.2006.02.006

Garforth C., 2014. Livestock keepers’ reasons for doing and not doing things which government, vets and scientists would like them to do. Zoonosis and public health, 62, pp. 29-38. https://doi.org/10.1111/zph.12189.

Hermans F., Stuiver M., Beers P.J. and Kasper K., 2013. The distribution of roles and functions for upscaling and outscaling innovations in agricultural innovation systems. Agricultural Systems, 115, pp. 117–128. http://dx.doi.org/10.1016/j.agsy.2012.09.006

INEGI (2014) Encuesta Nacional Agropecuaria 2014. Disponible en http://www.beta.inegi.org.mx/contenidos/proyectos/encagro/ena/2014/doc/minimonografia/prodbovena14.pdf. Consulta: 22 Enero 2019

Juárez-Morales M., Arriaga-Jordan C.M., Sánchez-Vera E., García-Villegas J.D., Rayas-Amor A., Rehman T., Dorward P. and Martínez-García C.G., 2017. Factores que influyen en el uso de praderas cultivadas para la producción de leche en pequeña escala en el altiplano central mexicano. Revista Mexicana de Ciencias Pecuarias, 8(3), pp. 317-324.

Kadushin C., 2012. Understanding social networks. Theories, concepts, and findings. London-UK: Oxford University Press. ISBN:978019537946-4

Lalani B., Dorward P., Holloway G. and Wauters E., 2016. Smallholder farmers’ motivations for using conservation agriculture and the roles of yield, labour and soil fertility in decision making. Agricultural Systems, 146, pp. 80-90. https://doi.org/10.1016/j.agsy.2016.04.002

Lapar M.L.A. and Ehui S.K., 2004. Factors affecting adoption of dual-purpose forages in the Philippine uplands. Agricultural Systems, 81, pp. 95-114. https://doi.org/10.1016/j.agsy.2003.09.003

Lo?pez-Rojas E. Marti?nez-Garci?a C. and Plata-Reyes D. (2024). Herramienta para la evaluacio?n del desempen?o agroecolo?gico en sistemas de produccio?n de leche en pequen?a escala. Revista Investigium IRE: Ciencias Sociales y Humanas, 15(1), 148-163. doi: https://doi.org/10.15658/INVESTIGIUMIRE.241501.09

Martínez Fernández A., A., Argamenteria Gutiérrez A. and De La De La Roza Delgado B., 2014. Manejo de forrajes para ensilar. España: Servicio Regional de Investigación y Desarrollo Agroalimentaria (SERIDA).

Martínez-García C.G., Dorward P. and Rehman T., 2012. Farm and socioeconomic characteristics of small-holder milk producers and their influence on the technology adoption in Central Mexico. Tropical Animal Health and Production, 44, pp. 1199-1211.https://doi.org/10.1007/s11250-011-0058-0.

Martínez-García C.G., Dorward P. and Rehman T., 2013. Factors influencing adoption of improved grassland management by small-scale dairy farmers in Central Mexico and the implications for future research on smallholder adoption in developing countries. Livestock Science, 152, pp. 228–238. https://doi.org/10.1016/j.livsci.2012.10.007

Martínez-García C.G., Dorward P. and Rehman T., 2015. Factors influencing adoption of crop and forage related and animal husbandry technologies by small-scale dairy farmers in central Mexico. Experimental Agriculture, 52, pp. 87-109. https://doi.org/10.1017/S001447971400057X

Martínez-García C.G., Dorward P. and Rehnan T., 2016. Factors influencing adoption of crop and forage related and animal husbandry technologies by small-scale dairy farmers in Central Mexico. Experimental Agriculture, 52, pp. 87-109. https://doi.org/10.1017/S001447971400057X

Martínez-García C.G., Arriaga-Jordán C.M., Dorward P., Rehman T. and Rayas-Amor A., 2018. Using a so-psychological model to identify and understand factors influencing the use and adoption of a successful innovation by small-scale dairy farmers of central Mexico. Experimental Agriculture, 54, pp. 142-159. https://doi.org/10.1017/S0014479716000703

Marín-Santana, M.N., López-González, F., Morales-Almaraz, E., Plata-Reyes, D.A. and Arriaga-Jordán, C.M., 2023. Productive performance of grazing dairy cows on kikuyu grass pastures overseeded with rye in small-scale dairy systems in the highlands of Mexico]. Tropical and Subtropical Agroecosystems, 26(86), pp. 114. http://doi.org/10.56369/tsaes.4621

McKemey, K., Rehman, T., 2002. The Theory of Reasoned Action and its Aplications. Document 01/02. School of Agriculture, Policy and Development, University of Reading, UK

Prell C., 2013. Social network analysis, history, theory, and methodology. London-UK: SAGE Publications.

Plata-Reyes, D.A., Herna?ndez-Mendo, O., Vieyra- Alberto, R., Albarra?n-Portillo, B., Marti?nez-Garci?a, C.G. and Arriaga- Jorda?n, C.M., 2021. Kikuyu grass in winter–spring time in small-scale dairy systems in the highlands of central Mexico in terms of cow performance and fatty acid profile of milk, Tropical Animal Health and Production, 53, pp. 225. https://doi.org/10.1007/s11250-021- 02672-9

Prospero-Bernal F., Martínez-García C.G., Olea-Pérez R., López-González F. and Arriaga-Jordán C.M., 2017. Intensive grazing and maize silage to enhance the sustainability of small-scale dairy systems in the highlands of Mexico. Tropical Animal Health and Production, 49, pp. 1537-1544. https://doi.org/10.1007/s11250-017-1360-2

Rienties B. and Kinchin I., 2014. Understanding (in)formal learning in academic development programmer: A social network perspective. Teaching and Teacher Education, 39, pp. 123-135. https://doi.org/10.1016/j.tate.2014.01.004

Rogerio Martins M., Sandin Ribeiro R., Campos Pasciullo D.S., Alves Cangussú M., Murgueittio E., Chará J. and Flores Estrada M.X., 2018. Silvopastoral Systems in Latin America for Biodiversity, Environmental, and Socioeconomic Improvements. Agroecosystem Diversity. En: Gilles Lemaire, P. et al. (Eds) Reconciling Contemporary Agriculture and Environmental Quality, pp 187-297. USA: Academic Press.

Rojas-Andrade R. 2013. El liderazgo comunitario y su importancia en la intervención comunitaria. Psicología para América Latina, 25, pp. 57-76.

SAGARPA. Secretaría de Agricultura, Ganadería, Desarrollo Rural, Pesca y Alimentación., 2007. Lineamientos específicos del componente Programa de Producción Pecuaria Sustentable y Ordenamiento Ganadero y Apícola (PROGAN). Secretaría de Agricultura, Ganadería, Desarrollo Rural, Pesca y Alimentación, publicado el 31 de diciembre de 2007. Disponible en: http://www.sagarpa.gob.mx/ganaderia/Programas/Paginas/PROGRAM.aspx Consulta: 9 junio 2016.

Scott J. and Carrington P.J., 2011. The SAGE Handbook of Social Network Analysis. London-UK: SAGE Publications.

Uriel, E. & Aldás, J. 2005. Análisis Multivariante Aplicado. Thomson Ed. Madrid, España. p. 13-28

Vogt W.P. and Burke J.R., 2011. Dictionary of statistics and methodology: a non-technical guide for the social sciences. 4a Ed. Estados Unidos: Sage Publications.

Zubair M. and Garforth C., 2006. Farm level tree planting in Pakistan: the role of farmers´ perceptions and attitudes. Agroforestry Systems, 66, pp. 217-229. 10.1007/s10457-005-8846-z

Zuñiga-González C.A. and Jaramillo-Villanueva J.L., 2024.Frontier model of the environmental inefficiency effects on livestock bioeconomy. F1000Research 2024, p.1382. https://doi.org/10.12688/f1000research.128071.3

Zuñiga-González C.A., Jaramillo-Villanueva J.L. and Blanco-Roa N.E., 2024. Inputs-Oriented VRS DEA in dairy farms. F1000Research 2024, p.901. https://doi.org/10.12688/f1000research.132421.2




URN: http://www.revista.ccba.uady.mx/urn:ISSN:1870-0462-tsaes.v28i1.58348

DOI: http://dx.doi.org/10.56369/tsaes.5834



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