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Articles

Determinants of investing in innovative activities by agri-food and KIBS firms in rural areas: An exploratory analysis

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Pages 1155-1186 | Published online: 06 Jan 2020

References

  • Adamkolo, M. I., M. S. Hassan, and S. Yusuf (2016). “Determinants of Information Technology Adoption among Malaysian Farm-based Enterprises,” Pertanika Journal of Social Sciences and Humanities 24(4), 1753–1765.
  • Agwu, A. E., J. N. Ekwueme, and A. C. Anyanwu (2008). “Adoption of Improved Agricultural Technologies Disseminated via Radio Farmer Programme by Farmers in Enugu State, Nigeria,” African Journal of Biotechnology 7, 1277–1286.
  • Ali, J. (2012). “Factors Affecting the Adoption of Information and Communication Technologies (ICTs) for Farming Decisions,” Journal of Agricultural & Food Information 13(1), 78–96.
  • Alshamaila, Y., S. Papagiannidis, and F. Li (2013). “Cloud Computing Adoption by SMEs in the North East of England: A Multi-perspective Framework,” Journal of Enterprise Information Management 26(3), 250–275.
  • Altman, E. I. (1968). “Financial Ratios, Discriminant Analysis and Prediction of Corporate Bankruptcy,” Journal of Finance 23(4), 589–609.
  • Alvarez, J., and P. Nuthall (2006). “Adoption of Computer Based Information Systems: The Case of Dairy Farmers in Canterbury, NZ, and Florida, Uruguay,” Computers and Electronics in Agriculture 50, 48–60.
  • Arrow, K. J. (1962). “Economic Welfare and the Allocation of Resources for Inventions,” in The Rate and Direction of Inventive Activity: Economic and Social Factors. Ed. R. Nelson. Princeton, NJ: Princeton University Press, 609–626.
  • Asselin, L. M., and V. T. Anh (2008). “Multidimensional Poverty and Multiple Correspondence Analysis,” in Quantitative Approaches to Multidimensional Poverty Measurement. Eds. N. Kakwani and J. Silber. London: Palgrave Macmillan, 80–103. https://doi.org/10.1057/9780230582354_5
  • Avermaete, T., J. Viaene, E. J. Morgan, and N. Crawford (2003). “Determinants of Innovation in Small Food Firms,” European Journal of Innovation Management 6(1), 8–17.
  • Barney, J. (1991). “Firm Resources and Sustained Competitive Advantage,” Journal of Management 17(1), 99–120.
  • Batterink, M. H., E. F. M. Wubben, and S. W. F. Omta (2006). “Factors Related to Innovative Output in the Dutch Agrifood Industry,” Journal on Chain and Network Science 6(1), 31–44.
  • Battor, M., and M. Battor (2010). “The Impact of Customer Relationship Management Capability on Innovation and Performance Advantages: Testing a Mediated Model,” Journal of Marketing Management 26(9–10), 842–857.
  • Berthet, E. T., G. M. Hickey, and L. Klerkx (2018). “Opening Design and Innovation Processes in Agriculture: Insights from Design and Management Sciences and Future Directions,” Agricultural Systems 165, 111–115.
  • Blanchard, K. (2017). “Rural and Remote SMEs’ Innovative Behavior: Is It in the Genes or Location? An Examination of Entrepreneurial Traits and Characteristics,” Strategic Change 26(4), 301–309.
  • Blanchard, P., J. P. Huiban, A. Musolesi, and P. Sevestre (2013). “Where There Is a Will, There Is a Way? Assessing the Impact of Obstacles to Innovation,” Industrial and Corporate Change 22, 679–710.
  • Bocquet, R., S. Brion, and C. Mothe (2016). “The Role of Cluster Intermediaries for KIBS’ Resources and Innovation,” Journal of Small Business Management 54(S1), 256–277.
  • Brunori, G., D. Barjolle, A. Dockes, S. Helmle, J. Ingram, L. Klerkx, H. Moschitz, G. Nemes, and T. Tisenkopfs (2013). “CAP Reform and Innovation: The Role of Learning and Innovation Networks,” Eurochoices 12(2), 27–33.
  • Bureau, J. C. (2016). “Workshop 1: Jobs, Growth and Investment in the Wider Rural Economy,” Cork 2.0 Conference on Rural Development, 5th September 2016, Cork. Available at: http://ec.europa.eu/agriculture/events/rural-development-2016_en.htm.
  • Capitanio, F., A. Coppola, and S. Pascucci (2010). “Product and Process Innovation in the Italian Food Industry,” Agribusiness 26(4), 503–518.
  • Cohen, W. (2010). “Fifty Years of Empirical Studies of Innovative Activity and Performance,” in Handbook of the Economics of Innovation, Vol. 1. Eds. B. Hall and N. Rosenberg. Amsterdam: Elsevier, 129–213. https://doi.org/10.1016/S0169-7218(10)01004-X
  • Cork (2016). “The Cork 2.0 Declaration 2016,” Cork 2.0: European Conference on Rural Development, 5th September 2016, Cork. Available at: http://ec.europa.eu/agriculture/events/rural-development-2016_en.htm.
  • Costa-Campi, M. T., N. Duch-Brown, and J. García-Quevedo (2014). “R & D Drivers and Obstacles to Innovation in the Energy Industry,” Energy Economics 46, 20–30.
  • Díaz-Pichardo, R., P. S. Sánchez-Medina, and C. García De La Torre (2017). “Explaining Inequality Within the Bop: Urban vs Rural,” Journal of Developmental Entrepreneurship 22(3), Article number 1750016, 17p. https://doi.org/10.1142/S1084946717500169.
  • Drucker, P. F. (2007). Innovation and Entrepreneurship, 2nd ed. Oxford: Butterworth-Heinemann.
  • Ellinger, A. E., M. Natarajarathinam, F. G. Adams, J. Brian Gray, D. Hofman, and K. O’Marah (2011). “Supply Chain Management Competency and Firm Financial Success,” Journal of Business Logistics 32(3), 214–226.
  • Ettlie, J. E., and S. R. Rosenthal (2011). “Service versus Manufacturing Innovation,” Journal of Product Innovation Management 28, 285–299.
  • European Commission (1997). Rural Developments. CAP 2000 working document, V/1117/97.
  • ——— (2011). “Horizon 2020 – The Framework Programme for Research and Innovation,” Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions. Available at: https://ec.europa.eu/programmes/horizon2020/.
  • ——— (2013). Rural Development in the European Union. Statistical and Economic Information-Report 2013. Brussels: European Commission. Directorate-General for Agriculture and Rural Development.
  • Ezzrari, A., and P. Verme (2012). “A Multiple Correspondence Analysis Approach to the Measurement of Multidimensional Poverty in Morocco 2001–2007,” Policy Research working paper no. WPS 6087. World Bank, Washington, DC.
  • Fernandes, C., J. J. Ferreira, and C. S. Marques (2015). “Innovation Management Capabilities in Rural and Urban Knowledge Intensive Business Services: Empirical Evidence,” Service Business 9(2), 233–256.
  • Fichman, R. G. (1992). “Information Technology Diffusion: A Review of Empirical Research,” in Proceedings of the Thirteenth International Conference on Information Systems (ICIS), 95–206.
  • Fu, H.-P., and T.-S. Chang (2015). “An Analysis of the Factors Affecting the Adoption of Cloud Consumer Relationship Management in the Machinery Industry in Taiwan,” Information Development 32(5), 1741–1756.
  • Gloy, B. A., and J. T. Akridge (2000). “Computer and Internet Adoption on Large U.S. Farms,” International Food and Agribusiness Management Review 3, 323–338.
  • Greenacre, M. (2016). Correspondence Analysis in Practice, 3rd ed. Boca Raton, FL: CRC Press.
  • Guzman, J. G., H. Schaffers, V. Bilicki, C. Merz, and M. Valenzuela. (2008). “Living Labs Fostering Open Innovation and Rural Development: Methodology and Results,” IEEE International Technology Management Conference, ICE 2008. Lisbon (Portugal), June 2008.
  • Heimonen, T. (2012). “What Are the Factors That Affect Innovation in Growing SMEs?” European Journal of Innovation Management 15(1), 122–144.
  • Hinrichs, C. C., G. W. Gillespie, and G. W. Feenstra (2004). “Social Learning and Innovation at Retail Farmers’ Markets,” Rural Sociology 69(1), 31–58.
  • Hogan, P. (2016). “Opening speech by Commissioner Phil Hogan,” Cork 2.0 Conference on Rural Development, 5th Sept 2016, Cork. Available at: http://ec.europa.eu/agriculture/sites/agriculture/files/commissioner-speeches/pdf/hogan-2016-09-05-cork_en.pdf.
  • Idota, H., Y. Ueki, T. Bunno, S. Shinohara, and M. Tsuji. (2014). “Role of ICT in the Innovation Process Based on Firm-Level Evidence from Four ASEAN Economies: An SEM Approach,” in 25th European Regional Conference on the International Telecommunications Society (ITS), 22–25 June 2014, Brussels, Belgium.
  • Ingram, J. (2015). “Framing Niche-Regime Linkage as Adaptation: An Analysis of Learning and Innovation Networks for Sustainable Agriculture across Europe,” Journal of Rural Studies 40, 59–75.
  • Joffre, O. M., L. Klerkx, M. Dickson, and M. Verdegem (2017). “How Is Innovation in Aquaculture Conceptualized and Managed? A Systematic Literature Review and Reflection Framework to Inform Analysis and Action,” Aquaculture 470, 129–148.
  • Johannessen, J.-A., B. Olsen, and G. T. Lumpkin (2001). “Innovation as Newness: What Is New, How New, and New to Whom?” European Journal of Innovation Management 4(1), 20–31.
  • Johnson, R. A., and D. W. Wichern (2014). Applied Multivariate Statistical Analysis, Vol. 4. Upper Saddle River, NJ: Prentice-Hall.
  • Kasabov, E. (2011). “Towards a Theory of Peripheral, Early-Stage Clusters,” Regional Studies 45(6), 827–842.
  • Kasanagottu, S., and S. Bhattacharya (2017). “Significant IT Adoption Factors by Small Enterprises in the Auto Ancillary Industry,” International Journal of Applied Business and Economic Research 15, 367–379.
  • Le, S., J. Josse, and F. Husson (2008). “FactoMineR: An R Package for Multivariate Analysis,” Journal of Statistical Software 25(1), 1–18. https://doi.org/10.18637/jss.v025.i01.
  • Leon-Sigg, M., S. Vázquez-Reyes, and J. L. Villa-Cisneros (2017). “Factores que afectan la adopción de tecnologías de información en micro y pequeñas empresas: Un estudio cualitativo,” Revista Ibérica de Sistemas e Tecnologias de Informação 22, 20–36.
  • Lewis, T. (1998). “Evolution of Farm Management Information Systems,” Computers and Electronics in Agriculture 19, 233–248.
  • Lin, H. F. (2014). “Understanding the Determinants of Electronic Supply Chain Management System Adoption: Using the Technology–Organization–Environment Framework,” Technological Forecasting and Social Change 86, 80–92.
  • Linting, M., J. J. Meulman, P. J. Groenen, and A. J. van der Koojj (2007). “Nonlinear Principal Components Analysis: Introduction and Application,” Psychological Methods 12(3), 336–358.
  • Loch, C. H., and K. Bode-Greuel (2002). “Evaluating Growth Options as Sources of Value for Pharmaceutical Research Projects,” R and D Management 31(2), 231–244.
  • López Iglesias, E. (2013). “A gobernanza e xestión do medio rural galego a comezos do século XXI: Reflexións e propostas para o debate,” in Galicia, un mundo rural vivo. Ed. R. Rodríguez González, (coord.). Pontevedra: UIMP – Concello de Lalín, 130–147.
  • MacLennan, L., and P. Van Belle (2014). “Factors Affecting Organisational Adoption of Service-oriented Architecture (SOA),” Information Systems E-business Management 12, 71–100.
  • Madrid-Guijarro, A., D. García, and H. Van Auken (2009). “Barriers to Innovation among Spanish Manufacturing SMEs,” Journal of Small Business Management 47(4), 465–488.
  • Maduku, D. K., M. Mpinganjirab, and H. Duh (2016). “Understanding Mobile Marketing Adoption Intention by South African SMEs: A Multi-perspective Framework,” International Journal of Information Management 36, 711–723.
  • McKinley, R. K., T. Manku Scott, A. M. Hastings, D. P. French, and R. Baker (1997). “Reliability and Validity of a New Measure of Patient Satisfaction with out of Hours Primary Medical Care in the United Kingdom: Development of a Patient Questionnaire,” BMJ 314, 193–198.
  • Meynard, J.-M., M.-H. Jeuffroy, M. Le Bail, A. Lefèvre, M.-B. Magrini, and C. Michon (2017). “Designing Coupled Innovations for the Sustainability Transition of Agrifood Systems,” Agricultural Systems 157, 330–339.
  • Mina, A., E. Bascavusoglu-Moreau, and A. Hughes (2014). “Open Service Innovation and the Firm’s Search for External Knowledge,” Research Policy 43(5), 853–866.
  • Nieto, M. J., L. Santamaria, and Z. Fernandez (2015). “Understanding the Innovation Behavior of Family Firms,” Journal of Small Business Management 53(2), 382–399.
  • Obeidat, B. Y., A. Tarhini, R. Masadeh, and N. O. Aqqad (2017). “The Impact of Intellectual Capital on Innovation via the Mediating Role of Knowledge Management: A Structural Equation Modelling Approach,” International Journal of Knowledge Management Studies 8(3–4), 273–298.
  • OECD (2006). The New Rural Paradigm: Policy and Governance. OECD Rural Policy Reviews. Available at: https://read.oecd-ilibrary.org/governance/the-new-rural-paradigm_9789264023918-en.
  • Pigford, A.-A. E., G. M. Hickey, and L. Klerkx (2018). “Beyond Agricultural Innovation Systems? Exploring an Agricultural Innovation Ecosystems Approach for Niche Design and Development in Sustainability Transitions,” Agricultural Systems 164, 116–121.
  • Quinn, B., L. McKitterick, R. McAdam, and M. Brennan (2013). “Innovation in Small-Scale Retailing,” International Journal of Entrepreneurship and Innovation 14(2), 81–93.
  • Ramayah, T., N. S. Ling, S. K. Taghizadeh, and S. A. Rahman (2016). “Factors Influencing SMEs Website Continuance Intention in Malaysia,” Telematics and Informatics 33, 150–164.
  • Revelle, W. (2017). Psych: Procedures for Personality and Psychological Research. Evanston, IL: Northwestern University. https://CRAN.R-project.org/package=psychVersion=1.7.5.
  • Rickson, J. (2016). “Workshop 3: The Role of Innovation and Knowledge Exchange in Current and Future Rural Development,” Cork 2.0 Conference on Rural Development, 5th Sept 2016, Cork. Available at: http://ec.europa.eu/agriculture/events/rural-development-2016_en.htm.
  • Rodriguez, M., D. Doloreux, and R. Shearmur (2017). “Variety in External Knowledge Sourcing and Innovation Novelty: Evidence from the KIBS Sector in Spain,” Technovation 68, 35–43.
  • Ruivo, P., T. Oliveira, and M. Neto (2014). “Examine ERP Post-implementation Stages of Use and Value: Empirical Evidence from Portuguese SMEs,” International Journal of Accounting Information Systems 15(2), 166–184.
  • Ruivo, P., J. Rodrigues, B. Johansson, T. Oliveira, and J. Rebelo (2016). “Using TOE and RBV Theories to Define a Theoretical Model to Assess ERP Value across Iberian Manufacturing and Services SMEs,” Procedia Computer Science 100, 474–479.
  • Salvati, L., and M. Carlucci (2016). “Patterns of Sprawl: The Socioeconomic and Territorial Profile of Dispersed Urban Areas in Italy,” Regional Studies 50(8), 1346–1359.
  • Sanni, M. (2018). “Drivers of Eco-innovation in the Manufacturing Sector of Nigeria,” Technological Forecasting and Social Change 131, 303–314.
  • Schumpeter, J. (1934). The Theory of Economic Development. Cambridge: Harvard University Press.
  • Sonawane, M. B. (2014). “Entrepreneurship (entrepreneurial mind) in Emerging Economies,” Journal of Business Management and Social Sciences Research 3(2), 24.
  • Taragola, N. M., and D. K. van Lierde (2010). “Factors Affecting the Internet Behaviour of Horticultural Growers in Flanders, Belgium,” Computers and Electronics in Agriculture 70, 369–379.
  • Teixeira, A. A. C., and L. C. B. dos Santos (2016). “Innovation Performance in Service Companies and KIBS vis-à-vis Manufacturing: The Relevance of Absorptive Capacity and Openness,” Revista Brasileira de Gestão de Negócios 18(59), 43–66.
  • Thornhill, S. (2006). “Knowledge, Innovation and Firm Performance in High- and Low-technology Regimes,” Journal of Business Venturing 21(5), 687–703.
  • Thornton, P. H. (1999). “The Sociology of Entrepreneurship,” Annual Review of Sociology 25, 19–46.
  • Tiffin, R., and K. Balcombe (2011). “The Determinants of Technology Adoption by UK Farmers Using Bayesian Model Averaging: The Cases of Organic Production and Computer Usage,” The Australian Journal of Agricultural and Resource Economics 55, 579–598.
  • Tob-Ogu, A., N. Kumar, and J. Cullen (2018). “ICT Adoption in Road Freight Transport in Nigeria – A Case Study of the Petroleum Downstream Sector,” Technological Forecasting and Social Change 131, 240–252.
  • Venkatesh, V., J. Y. L. Thong, and X. Xu (2012). “Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology,” MIS Quarterly 36(1), 157–178.
  • Wang, C. L., and P. K. Ahmed (2004). “The Development and Validation of the Organisational Innovativeness Construct using Confirmatory Factor Analysis,” European Journal of Innovation Management 7(4), 303–313.
  • Wang, Z. (2013). Research on business innovation of Chinese rural financial institutions. Proceedings of 2013 6th International Conference on Information Management, Innovation Management and Industrial Engineering, ICIII 2013 Volume 1, pp. 137–139.
  • Weng, M., and C. Lin (2011). “Determinants of Green Innovation Adoption for Small and Medium-size Enterprises (SMEs),” African Journal of Business Management 5(22), 9154–9163.
  • Wolfe, D. A., and M. S. Gertler (2002). “Innovation and Social Learning: An Introduction,” in Innovation and Social Learning: Institutional Adaptation in an Era of Technological Change. Eds. M. S. Gertler and D. A. Wolfe. Basingstoke and New York: Palgrave Macmillan, 1–24.
  • Yeh, P.-H., H. Zhu, M. A. Nicoletti, J. P. Hatch, P. Brambilla, and J. C. Soares (2010). “Structural Equation Modeling and Principal Component Analysis of Gray Matter Volumes in Major Depressive and Bipolar Disorders: Differences in Latent Volumetric Structure,” Psychiatry Research 184(3), 177–185.
  • Zieba, M., and K. Zieba (2014). “Knowledge Management Critical Success Factors and the Innovativeness of KIBS Companies,” Engineering Economics 25(4), 458–465.
  • Zouaghi, F. E., and M. Sánchez (2016). “Has the Global Financial Crisis Had Different Effects on Innovation Performance in the Agri-food Sector by Comparison to the Rest of the Economy?,” Trends in Food Science and Technology 50, 230–242.

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