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Innovation behaviour and the use of research and extension services in small-scale agricultural holdings

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Ramos-Sandoval, R.; García Alvarez-Coque, JM.; Mas Verdú, F. (2016). Innovation behaviour and the use of research and extension services in small-scale agricultural holdings. Spanish Journal of Agricultural Research. 14(4):1-14. https://doi.org/10.5424/sjar/2016144-8548

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Title: Innovation behaviour and the use of research and extension services in small-scale agricultural holdings
Author: Ramos-Sandoval, Rosmery García Alvarez-Coque, José María Mas Verdú, Francisco
UPV Unit: Universitat Politècnica de València. Departamento de Economía y Ciencias Sociales - Departament d'Economia i Ciències Socials
Issued date:
[EN] Farmers¿ views on research and extension services (RES) included in the Agricultural Knowledge and Innovation System are rarely investigated. This study analyses the relationship between key factors of innovation ...[+]
Subjects: Market orientation , Learning orientation , Innovation attitude , Agricultural innovation system , Farmer s innovativeness , Structural equation model.
Copyrigths: Reserva de todos los derechos
Spanish Journal of Agricultural Research. (issn: 1695-971X )
DOI: 10.5424/sjar/2016144-8548
Instituto Nacional de Investigacion y Tecnologia Agraria y Alimentaria
Publisher version: https://doi.org/10.5424/sjar/2016144-8548
Project ID:
Ministry of Economy and Competitiveness (Project AGL2015-65897-C3-3-R "Knowledge innovation services and agri-food systems. Innovation and transfer networks.")
Type: Artículo


García Álvarez-Coque, J. M., Alba, M. F., & López-García Usach, T. (2012). Innovation and sectoral linkages in the agri-food system in the Valencian Community. Spanish Journal of Agricultural Research, 10(1), 18. doi:10.5424/sjar/2012101-207-11

Alfranca, O. (2005). Private R&D and Spillovers in European Agriculture. International Advances in Economic Research, 11(2), 201-213. doi:10.1007/s11294-005-3016-7

Anderson, V., & Boocock, G. (2002). Small firms and internationalisation: learning to manage and managing to learn. Human Resource Management Journal, 12(3), 5-24. doi:10.1111/j.1748-8583.2002.tb00068.x [+]
García Álvarez-Coque, J. M., Alba, M. F., & López-García Usach, T. (2012). Innovation and sectoral linkages in the agri-food system in the Valencian Community. Spanish Journal of Agricultural Research, 10(1), 18. doi:10.5424/sjar/2012101-207-11

Alfranca, O. (2005). Private R&D and Spillovers in European Agriculture. International Advances in Economic Research, 11(2), 201-213. doi:10.1007/s11294-005-3016-7

Anderson, V., & Boocock, G. (2002). Small firms and internationalisation: learning to manage and managing to learn. Human Resource Management Journal, 12(3), 5-24. doi:10.1111/j.1748-8583.2002.tb00068.x

Audretsch, D. B., Lehmann, E. E., & Warning, S. (2005). University spillovers and new firm location. Research Policy, 34(7), 1113-1122. doi:10.1016/j.respol.2005.05.009

Avermaete, T., Viaene, J., Morgan, E. J., Pitts, E., Crawford, N., & Mahon, D. (2004). Determinants of product and process innovation in small food manufacturing1The content of the paper is the responsibility of the first three authors. firms1. Trends in Food Science & Technology, 15(10), 474-483. doi:10.1016/j.tifs.2004.04.005

Chaston, I., Badger, B., Mangles, T., & Sadler‐Smith, E. (2001). Organisational learning style, competencies and learning systems in small, UK manufacturing firms. International Journal of Operations & Production Management, 21(11), 1417-1432. doi:10.1108/eum0000000006224

Baker, W. E., & Sinkula, J. M. (2002). Journal of Market-Focused Management, 5(1), 5-23. doi:10.1023/a:1012543911149

Baregheh, A., Rowley, J., Sambrook, S., & Davies, D. (2012). Innovation in food sector SMEs. Journal of Small Business and Enterprise Development, 19(2), 300-321. doi:10.1108/14626001211223919

Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173-1182. doi:10.1037/0022-3514.51.6.1173

Baron, R. A., & Tang, J. (2011). The role of entrepreneurs in firm-level innovation: Joint effects of positive affect, creativity, and environmental dynamism. Journal of Business Venturing, 26(1), 49-60. doi:10.1016/j.jbusvent.2009.06.002

Bell, S. J., Whitwell, G. J., & Lukas, B. A. (2002). Schools of Thought in Organizational Learning. Journal of the Academy of Marketing Science, 30(1), 70-86. doi:10.1177/03079459994335

Birner, R., Davis, K., Pender, J., Nkonya, E., Anandajayasekeram, P., Ekboir, J., … Cohen, M. (2009). From Best Practice to Best Fit: A Framework for Designing and Analyzing Pluralistic Agricultural Advisory Services Worldwide. The Journal of Agricultural Education and Extension, 15(4), 341-355. doi:10.1080/13892240903309595

Byrne B, 2006. Structural equation modeling with AMOS: basic concepts, applications, and programming (2nd ed.) Taylor & Francis Group, LLC.

Calantone, R. J., Cavusgil, S. T., & Zhao, Y. (2002). Learning orientation, firm innovation capability, and firm performance. Industrial Marketing Management, 31(6), 515-524. doi:10.1016/s0019-8501(01)00203-6

Capitanio, F., Coppola, A., & Pascucci, S. (2009). Indications for drivers of innovation in the food sector. British Food Journal, 111(8), 820-838. doi:10.1108/00070700910980946

Chang, Y.-Y., & Hughes, M. (2012). Drivers of innovation ambidexterity in small- to medium-sized firms. European Management Journal, 30(1), 1-17. doi:10.1016/j.emj.2011.08.003

Chaston, I., Badger, B., & Sadler-Smith, E. (2001). Organizational Learning: An Empirical Assessment of Process in Small U.K. Manufacturing Firms. Journal of Small Business Management, 39(2), 139-151. doi:10.1111/1540-627x.00013

Cohen, W. M., & Levinthal, D. A. (1990). Absorptive Capacity: A New Perspective on Learning and Innovation. Administrative Science Quarterly, 35(1), 128. doi:10.2307/2393553

Day, G. S. (1994). The Capabilities of Market-Driven Organizations. Journal of Marketing, 58(4), 37. doi:10.2307/1251915

Diederen P, van Meijl H, Wolters A, Bijak K, 2003. Innovation adoption in agriculture: innovators, early adopters and laggards. Cahiers d'Économie et Sociologie Rurales 67: 30-50.

Edelman, L. F., Brush, C. G., & Manolova, T. (2005). Co-alignment in the resource–performance relationship: strategy as mediator. Journal of Business Venturing, 20(3), 359-383. doi:10.1016/j.jbusvent.2004.01.004

Esparcia, J. (2014). Innovation and networks in rural areas. An analysis from European innovative projects. Journal of Rural Studies, 34, 1-14. doi:10.1016/j.jrurstud.2013.12.004

Farrell MA, 1999. Antecedents and consequences of a learning orientation. Market Bull 10 (38): 38-51.

Fearne, A., María García Álvarez‐Coque, J., López‐García Usach Mercedes, T., & García, S. (2013). Innovative firms and the urban/rural divide: the case of agro‐food system. Management Decision, 51(6), 1293-1310. doi:10.1108/md-12-2011-0482

García Álvarez-Coque JM, López-García Usach T, Sanchez García M, 2013. Territory and innovation behaviour in agri-food firms: does rurality matter? New Medit 3: 1-10.

García Álvarez-Coque JM, Mas-Verdú F, Sanchez García M, 2014. Determinants of Agri-food Firms' Participation in Public Funded Research and Development. Agribusiness (0): 1-16.

Garcia Martinez, M. (2000). Innovation in the Spanish food & drink industry. The International Food and Agribusiness Management Review, 3(2), 155-176. doi:10.1016/s1096-7508(00)00033-1

García-Quevedo, J., Mas-Verdú, F., & Montolio, D. (2013). What types of firms acquire knowledge intensive services and from which suppliers? Technology Analysis & Strategic Management, 25(4), 473-486. doi:10.1080/09537325.2013.774348

Garver MS, Mentzer JT, 1999. Logistics research methods: Employing structural equation modeling to test for construct validity. J Busin Logist 20 (1): 33-57.

Gellynck, X., Vermeire, B., & Viaene, J. (2007). Innovation in food firms: contribution of regional networks within the international business context. Entrepreneurship & Regional Development, 19(3), 209-226. doi:10.1080/08985620701218395

Gellynck, X., & Kühne, B. (2008). Innovation and collaboration in traditional food chain networks. Journal on Chain and Network Science, 8(2), 121-129. doi:10.3920/jcns2008.x094

Grinstein, A. (2008). The relationships between market orientation and alternative strategic orientations. European Journal of Marketing, 42(1/2), 115-134. doi:10.1108/03090560810840934

Hair J, Black W, Babin B, Anderson R, 2010. Multivariate data analysis, 7th ed. Prentice-Hall, Inc. Upper Saddle River, NJ, USA. Chapter 11.

Hall, A., Rasheed Sulaiman, V., Clark, N., & Yoganand, B. (2003). From measuring impact to learning institutional lessons: an innovation systems perspective on improving the management of international agricultural research. Agricultural Systems, 78(2), 213-241. doi:10.1016/s0308-521x(03)00127-6

Hamed G, Amran R, Parastoo R, Nadhirah N, 2012. A review on the market orientation evolution. Asia Pacific Busin Innov Technol Manage Soc 40: 542–549.

Han, X., Hansen, E., Panwar, R., Hamner, R., & Orozco, N. (2013). Connecting market orientation, learning orientation and corporate social responsibility implementation: is innovativeness a mediator? Scandinavian Journal of Forest Research, 28(8), 784-796. doi:10.1080/02827581.2013.833290

Harrison, D. A., Mykytyn, P. P., & Riemenschneider, C. K. (1997). Executive Decisions About Adoption of Information Technology in Small Business: Theory and Empirical Tests. Information Systems Research, 8(2), 171-195. doi:10.1287/isre.8.2.171

HOELTER, J. W. (1983). The Analysis of Covariance Structures. Sociological Methods & Research, 11(3), 325-344. doi:10.1177/0049124183011003003

Hult, G. T. M. (1998). Managing the International Strategic Sourcing Process as a Market-Driven Organizational Learning System. Decision Sciences, 29(1), 193-216. doi:10.1111/j.1540-5915.1998.tb01349.x

Hurley, R. F., & Hult, G. T. M. (1998). Innovation, Market Orientation, and Organizational Learning: An Integration and Empirical Examination. Journal of Marketing, 62(3), 42. doi:10.2307/1251742

INE, 2009. Censo Agrario 2009. Instituto Nacional de Estadística, Espa-a.

Isaksen, A., & Nilsson, M. (2013). Combined Innovation Policy: Linking Scientific and Practical Knowledge in Innovation Systems. European Planning Studies, 21(12), 1919-1936. doi:10.1080/09654313.2012.722966

Jacobs, B., Nahuis, R., & Tang, P. J. G. (2002). De Economist, 150(2), 181-210. doi:10.1023/a:1015696202835

JOHNSON, J. D., MEYER, M. E., BERKOWITZ, J. M., MILLER, V., & ETHINGTON, C. T. (1997). Testing Two Contrasting Structural Models of Innovativeness in a Contractual Network. Human Communication Research, 24(2), 320-348. doi:10.1111/j.1468-2958.1997.tb00417.x

Karantininis, K., Sauer, J., & Furtan, W. H. (2010). Innovation and integration in the agri-food industry. Food Policy, 35(2), 112-120. doi:10.1016/j.foodpol.2009.10.003

Keskin, H. (2006). Market orientation, learning orientation, and innovation capabilities in SMEs. European Journal of Innovation Management, 9(4), 396-417. doi:10.1108/14601060610707849

Klerkx, L., & Leeuwis, C. (2009). Establishment and embedding of innovation brokers at different innovation system levels: Insights from the Dutch agricultural sector. Technological Forecasting and Social Change, 76(6), 849-860. doi:10.1016/j.techfore.2008.10.001

Klerkx, L., Aarts, N., & Leeuwis, C. (2010). Adaptive management in agricultural innovation systems: The interactions between innovation networks and their environment. Agricultural Systems, 103(6), 390-400. doi:10.1016/j.agsy.2010.03.012

Klerkx, L., van Mierlo, B., & Leeuwis, C. (2012). Evolution of systems approaches to agricultural innovation: concepts, analysis and interventions. Farming Systems Research into the 21st Century: The New Dynamic, 457-483. doi:10.1007/978-94-007-4503-2_20

Kohli, A. K., & Jaworski, B. J. (1990). Market Orientation: The Construct, Research Propositions, and Managerial Implications. Journal of Marketing, 54(2), 1. doi:10.2307/1251866

Laforet, S. (2008). Size, strategic, and market orientation affects on innovation. Journal of Business Research, 61(7), 753-764. doi:10.1016/j.jbusres.2007.08.002

Langemeier MR, Jones RD, 2000. Measuring the impact of farm size and specialization on financial performance. J Am Soc Farm Manag Rural Apprais 63 (1): 90–96.

Läpple, D., Renwick, A., & Thorne, F. (2015). Measuring and understanding the drivers of agricultural innovation: Evidence from Ireland. Food Policy, 51, 1-8. doi:10.1016/j.foodpol.2014.11.003

Leeuwis, C., & Van den Ban, A. (Eds.). (2004). Communication for Rural Innovation. doi:10.1002/9780470995235

Lin, C., Peng, C., & Kao, D. T. (2008). The innovativeness effect of market orientation and learning orientation on business performance. International Journal of Manpower, 29(8), 752-772. doi:10.1108/01437720810919332

Mas-Verdú, F. (2006). Services and innovation systems: European models of Technology Centres. Service Business, 1(1), 7-23. doi:10.1007/s11628-006-0002-y

Mavondo, F. T., Chimhanzi, J., & Stewart, J. (2005). Learning orientation and market orientation. European Journal of Marketing, 39(11/12), 1235-1263. doi:10.1108/03090560510623244

Micheels ET, Gow HR, 2014. The effect of market orientation on learning, innovativeness, and performance in primary agriculture. Can J Agric Econ (0): 1–25.

Morriss, S., Massey, C., Flett, R., Alpass, F., & Sligo, F. (2006). Mediating technological learning in agricultural innovation systems. Agricultural Systems, 89(1), 26-46. doi:10.1016/j.agsy.2005.08.002

Narver, J. C., & Slater, S. F. (1990). The Effect of a Market Orientation on Business Profitability. Journal of Marketing, 54(4), 20. doi:10.2307/1251757

Nunnally JC, 1978. Psychometric theory, 701 pp. McGraw Hill, NY

OECD, 2006. The new rural paradigm: Policies and governance. Organisation for Economic Co-operation and Development, Paris.

OECD, 2013. Agricultural innovation systems: A framework for analysing the role of the government, OECD Publ., Paris.

Oreszczyn, S., Lane, A., & Carr, S. (2010). The role of networks of practice and webs of influencers on farmers’ engagement with and learning about agricultural innovations. Journal of Rural Studies, 26(4), 404-417. doi:10.1016/j.jrurstud.2010.03.003

Pascucci S, De-Magistris T, 2012. Factors affecting farmers' likelihood to use advisory and extension services. New Medit 11 (3): 2-11.

Preacher, K. J., & Hayes, A. F. (2004). SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behavior Research Methods, Instruments, & Computers, 36(4), 717-731. doi:10.3758/bf03206553

Rama R, Alfranca O, 2003. Introduction: innovation in the food industry and biotechnology. Int J Biotechnol 5: 213-221.

Rhee, J., Park, T., & Lee, D. H. (2010). Drivers of innovativeness and performance for innovative SMEs in South Korea: Mediation of learning orientation. Technovation, 30(1), 65-75. doi:10.1016/j.technovation.2009.04.008

Schwartz, M., & Hornych, C. (2010). Cooperation patterns of incubator firms and the impact of incubator specialization: Empirical evidence from Germany. Technovation, 30(9-10), 485-495. doi:10.1016/j.technovation.2010.05.001

Segarra-Blasco, A., & Arauzo-Carod, J.-M. (2008). Sources of innovation and industry–university interaction: Evidence from Spanish firms. Research Policy, 37(8), 1283-1295. doi:10.1016/j.respol.2008.05.003

Sinkula, J. M., Baker, W. E., & Noordewier, T. (1997). A Framework for Market-Based Organizational Learning: Linking Values, Knowledge, and Behavior. Journal of the Academy of Marketing Science, 25(4), 305-318. doi:10.1177/0092070397254003

Sivo, S. A., Fan, X., Witta, E. L., & Willse, J. T. (2006). The Search for «Optimal» Cutoff Properties: Fit Index Criteria in Structural Equation Modeling. The Journal of Experimental Education, 74(3), 267-288. doi:10.3200/jexe.74.3.267-288

Slater, S. F., & Narver, J. C. (1995). Market Orientation and the Learning Organization. Journal of Marketing, 59(3), 63. doi:10.2307/1252120

Sophonthummapharn, K. (2009). The adoption of techno‐relationship innovations. Marketing Intelligence & Planning, 27(3), 380-412. doi:10.1108/02634500910955254

Spielman, D. J., Ekboir, J., Davis, K., & Ochieng, C. M. O. (2008). An innovation systems perspective on strengthening agricultural education and training in sub-Saharan Africa. Agricultural Systems, 98(1), 1-9. doi:10.1016/j.agsy.2008.03.004

Ton, G., Klerkx, L., de Grip, K., & Rau, M.-L. (2015). Innovation grants to smallholder farmers: Revisiting the key assumptions in the impact pathways. Food Policy, 51, 9-23. doi:10.1016/j.foodpol.2014.11.002

Trice, H. M., & Beyer, J. M. (1991). Cultural Leadership in Organizations. Organization Science, 2(2), 149-169. doi:10.1287/orsc.2.2.149

Tsai, K.-H., & Wang, J.-C. (2005). Does R&D performance decline with firm size?—A re-examination in terms of elasticity. Research Policy, 34(6), 966-976. doi:10.1016/j.respol.2005.05.017

Turan D, Ascigil S, 2014. Antecedents of innovativeness: Entrepreneurial team characteristics and networking. J Innov Manage 2 (1): 83-103.

Venkatesh, V., & Davis, F. D. (2000). A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies. Management Science, 46(2), 186-204. doi:10.1287/mnsc.




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