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Information networks that generate economic value: A study on clusters of adopters of new or improved technologies and practices among oil palm growers in Mexico

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  • Aguilar-Gallegos, Norman
  • Muñoz-Rodríguez, Manrrubio
  • Santoyo-Cortés, Horacio
  • Aguilar-Ávila, Jorge
  • Klerkx, Laurens

Abstract

The area under cultivation of oil palm has undergone considerable growth in Mexico, but yields are far below their potential. This is related to the low rate of adoption of new or improved technologies and practices in areas such as plantation management and farm administration. This study determines the factors that have an influence on adoption of new or improved technologies and practices and their relationship with the generation of economic value of oil palm. A cluster analysis of 33 key new or improved technologies and practices adopted by 104 growers was performed, and the main adoption categories and the variables influencing adoption are described. The results indicate that three clusters of growers can be discerned that differ in terms of their levels of adoption. The highest level of adoption of new or improved technologies and practices is related to higher yields and vice versa. The new or improved technologies and practices that differentiate the cluster of the advanced adopters from the cluster of the basic adopters are those related to plantation health, grower associations and production unit management. The cluster of the intermediate adopters is outstanding for their levels of adoption of new or improved technologies and practices in the aspects of plant nutrition, harvest, and genetics and reproduction. The advanced adopters set up better links for getting information, generally from their extensionists. The three clusters each exhibit a great degree of homophily, indicating little information flow between the different clusters of growers, while these can learn from each other. These results make it evident that better articulation among different clusters of growers and other actors should be encouraged, and that diversified and tailor-made extension strategies should be designed to optimally support different clusters of growers.

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  • Aguilar-Gallegos, Norman & Muñoz-Rodríguez, Manrrubio & Santoyo-Cortés, Horacio & Aguilar-Ávila, Jorge & Klerkx, Laurens, 2015. "Information networks that generate economic value: A study on clusters of adopters of new or improved technologies and practices among oil palm growers in Mexico," Agricultural Systems, Elsevier, vol. 135(C), pages 122-132.
    • Handle: RePEc:eee:agisys:v:135:y:2015:i:c:p:122-132
    DOI: 10.1016/j.agsy.2015.01.003
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    1. David Spielman & Kristin Davis & Martha Negash & Gezahegn Ayele, 2011. "Rural innovation systems and networks: findings from a study of Ethiopian smallholders," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 28(2), pages 195-212, June.
    2. Kiptot, Evelyne & Hebinck, Paul & Franzel, Steven & Richards, Paul, 2007. "Adopters, testers or pseudo-adopters? Dynamics of the use of improved tree fallows by farmers in western Kenya," Agricultural Systems, Elsevier, vol. 94(2), pages 509-519, May.
    3. Rajagopal, 2014. "The Human Factors," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 9, pages 225-249, Palgrave Macmillan.
    4. Marra, Michele & Pannell, David J. & Abadi Ghadim, Amir, 2003. "The economics of risk, uncertainty and learning in the adoption of new agricultural technologies: where are we on the learning curve?," Agricultural Systems, Elsevier, vol. 75(2-3), pages 215-234.
    5. Laurens Klerkx & Andy Hall & Cees Leeuwis, 2009. "Strengthening agricultural innovation capacity: are innovation brokers the answer?," International Journal of Agricultural Resources, Governance and Ecology, Inderscience Enterprises Ltd, vol. 8(5/6), pages 409-438.
    6. Hermans, Frans & Stuiver, Marian & Beers, P.J. & Kok, Kasper, 2013. "The distribution of roles and functions for upscaling and outscaling innovations in agricultural innovation systems," Agricultural Systems, Elsevier, vol. 115(C), pages 117-128.
    7. Dogliotti, S. & García, M.C. & Peluffo, S. & Dieste, J.P. & Pedemonte, A.J. & Bacigalupe, G.F. & Scarlato, M. & Alliaume, F. & Alvarez, J. & Chiappe, M. & Rossing, W.A.H., 2014. "Co-innovation of family farm systems: A systems approach to sustainable agriculture," Agricultural Systems, Elsevier, vol. 126(C), pages 76-86.
    8. Spielman, David J. & Ekboir, Javier & Davis, Kristin & Ochieng, Cosmas M.O., 2008. "An innovation systems perspective on strengthening agricultural education and training in sub-Saharan Africa," Agricultural Systems, Elsevier, vol. 98(1), pages 1-9, July.
    9. Isaac, Marney E., 2012. "Agricultural information exchange and organizational ties: The effect of network topology on managing agrodiversity," Agricultural Systems, Elsevier, vol. 109(C), pages 9-15.
    10. Hounkonnou, Dominique & Kossou, Dansou & Kuyper, Thomas W. & Leeuwis, Cees & Nederlof, E. Suzanne & Röling, Niels & Sakyi-Dawson, Owuraku & Traoré, Mamoudou & van Huis, Arnold, 2012. "An innovation systems approach to institutional change: Smallholder development in West Africa," Agricultural Systems, Elsevier, vol. 108(C), pages 74-83.
    11. Poncet, J. & Kuper, M. & Chiche, J., 2010. "Wandering off the paths of planned innovation: The role of formal and informal intermediaries in a large-scale irrigation scheme in Morocco," Agricultural Systems, Elsevier, vol. 103(4), pages 171-179, May.
    12. Mary Thuo & Alexandra Bell & Boris Bravo-Ureta & Michée Lachaud & David Okello & Evelyn Okoko & Nelson Kidula & Carl Deom & Naveen Puppala, 2014. "Effects of social network factors on information acquisition and adoption of improved groundnut varieties: the case of Uganda and Kenya," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 31(3), pages 339-353, September.
    13. Birner, Regina & Davis, Kristin & Pender, John & Nkonya, Ephraim & Anandajayasekeram, Pooniah & Ekboir, Javier M. & Mbabu, Adiel N. & Spielman, David J. & Horna, Daniela & Benin, Samuel & Kisamba-Muge, 2006. "From "best practice" to "best fit": a framework for designing and analyzing pluralistic agricultural advisory services," Research briefs 4, International Food Policy Research Institute (IFPRI).
    14. Hasnah & Fleming, Euan & Coelli, Tim, 2004. "Assessing the performance of a nucleus estate and smallholder scheme for oil palm production in West Sumatra: a stochastic frontier analysis," Agricultural Systems, Elsevier, vol. 79(1), pages 17-30, January.
    15. Douthwaite, B. & Keatinge, J. D. H. & Park, J. R., 2001. "Why promising technologies fail: the neglected role of user innovation during adoption," Research Policy, Elsevier, vol. 30(5), pages 819-836, May.
    16. Solano, C. & Leon, H. & Perez, E. & Herrero, M., 2003. "The role of personal information sources on the decision-making process of Costa Rican dairy farmers," Agricultural Systems, Elsevier, vol. 76(1), pages 3-18, April.
    17. Bozoglu, Mehmet & Ceyhan, Vedat, 2007. "Measuring the technical efficiency and exploring the inefficiency determinants of vegetable farms in Samsun province, Turkey," Agricultural Systems, Elsevier, vol. 94(3), pages 649-656, June.
    18. Jara-Rojas, Roberto & Bravo-Ureta, Boris E. & Díaz, José, 2012. "Adoption of water conservation practices: A socioeconomic analysis of small-scale farmers in Central Chile," Agricultural Systems, Elsevier, vol. 110(C), pages 54-62.
    19. Garb, Yaakov & Friedlander, Lonia, 2014. "From transfer to translation: Using systemic understandings of technology to understand drip irrigation uptake," Agricultural Systems, Elsevier, vol. 128(C), pages 13-24.
    20. Amy Proctor & Andrew Donaldson & Jeremy Phillipson & Philip Lowe, 2012. "Field Expertise in Rural Land Management," Environment and Planning A, , vol. 44(7), pages 1696-1711, July.
    21. Klerkx, Laurens & Aarts, Noelle & Leeuwis, Cees, 2010. "Adaptive management in agricultural innovation systems: The interactions between innovation networks and their environment," Agricultural Systems, Elsevier, vol. 103(6), pages 390-400, July.
    22. Mariano, Marc Jim & Villano, Renato & Fleming, Euan, 2012. "Factors influencing farmers’ adoption of modern rice technologies and good management practices in the Philippines," Agricultural Systems, Elsevier, vol. 110(C), pages 41-53.
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