Introducing Strategic Drivers of Innovative Ideas in Active Small and Medium-Sized Enterprises of Different Technological Fields Using a Fuzzy Cognitive Map

Document Type : Research Paper

Authors

1 PhD Candidate in Technology Management, Faculty of Management & Accounting, Roudehen Branch, Islamic Azad University, Roudehen, Iran

2 Associate Professor of Industrial Management, Faculty of Business & Economics, Persian Gulf University, Bushehr, Iran

3 Associate Professor of Sociology, Faculty of Psychology & Social Sciences, Roudehen Branch, Islamic Azad University, Roudehen, Iran

Abstract

Idea generators and investors are always interested in advancing innovative ideas and generating wealth from them. One of the gaps in previous research in this field is the failure to pay attention to different criteria and strategic paths in advancing innovative ideas from various fields. This research introduced a strategy for advancing innovative ideas and identifying the strategic drivers of small and medium-sized enterprises (SMEs) in various technological fields. The indicators were derived from the literature review and expert interviews, and they were chosen using a checklist and interviews to determine their relationships. The fuzzy cognitive map in question was then created using the FCMapper software. Strategic driver indicators related to the advancement of innovative ideas were identified. Thus, it is recommended that idea developers consider these indicators when presenting ideas and that experts and investors consider them when evaluating innovative ideas. According to the findings, the Persian Gulf Science and Technology Park and its ten active fields each have their own strategic paths for advancing innovative ideas.

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Adu-Danso, E., & Abbey, E. (2022). Does foreign ownership enhance technological innovation amongst manufacturing firms in Sub-Saharan Africa? Journal of Small Business & Entrepreneurship, 34(2),195-221.
Afful-Dadzie, E., & Afful-Dadzie, A. (2016). Decision making model for selecting start-up businesses in a government venture capital scheme. Management Decision, 54(3), 714-734.
Akpan, I. J. (2021). Scientometric evaluation and visual analytics of the scientific literature production on entrepreneurship, small business ventures, and innovation. Journal of Small Business & Entrepreneurship, 33(6), 717-745.
Ayalew, M. M., Xianzhi, Z., & Hailu, D. H. (2020). The finance of innovation in Africa. European Journal of Innovation Management, 33(3), 348-382.
Baykasoglu, A., & Durmusoglu, Z. D. (2014). A hybrid MCDM for private primary school assessment using DEMATEL based on ANP and fuzzy cognitive map. International Journal of Computational Intelligence Systems7(4), 615-635.
Bıçakcıoğlu-Peynirci, N., Hizarci-Payne, A. K., Özgen, Ö. & Madran, C. (2020). Innovation and export performance: A meta-analytic review and theoretical integration. European Journal of Innovation Management, 23(5), 789-812.
Block, J., & Devrives, G. (2014). Trade markets and venture capital valuation. Journal of Business Venturing, 29(4), 525- 542.
Bollinger, S. R. (2020). Creativity and forms of managerial control in innovation processes: Tools, viewpoints and practices. European Journal of Innovation Management, 23(2), 214- 229.
Camp. J. J. (2002). Venture capital due diligence: A guide to making smart investment choices and increasing your portfolio returns. John Wiley & Sons Inc.
Clark, D. N. (2010). Innovation management in SMEs: Active innovators in New Zealand. Journal of Small Business & Entrepreneurship23(4), 601-619.
Cooke, P., Uranga, M. G., & Etxebarria, G. (1997). Regional innovation systems: Institutional and organisational dimensions. Research Policy26(4-5), 475-491.
Crawford, R. L., & Ibrahim, A. B. (1985). A strategic planning model for small business. Journal of Small Business & Entrepreneurship3(1), 45-53.
Derakhshan, S., & Mohammadi, P. (2014). Prioritizing indicators affecting the evaluation of venture capital projects. Innovation Management Journal, 3(4), 131-152.
Deventer, B. V., & Mlambo, C. (2009). Factors influencing venture capitalists project financing decisions in South Africa. Munich Personal RePEc Archive, 40(1), 33-41.
Dutz, M. (Ed.) (2007). Unleashing India’s innovation: Toward sustainable and inclusive growth. The World Bank.
Eggers, F., & Kraus, S. (2011). Growing young SMEs in hard economic times: The impact of entrepreneurial and customer orientations – a qualitative study from Silicon Valley. Journal of Small Business & Entrepreneurship24(1), 99-111.
Eslami Bidgoli, G., & Ahmadi Aval, M. (2010). Investigating factors affecting the evaluation of entrepreneurial plans in venture capital companies using network analysis process method. Journal of Entrepreneurship Development, 2(8), 99-120.
Eslami Bidgoli, G., & Bigdelo, M. (2005). Examining effective criteria in evaluating entrepreneurial venture capital businesses. Journal of Management knowledge, 68, 3-29.
Franke, N., Gruber, M., Harhoff, D., & Henkel, J. (2006). Venture capitalis evaluations of start-up teams: Trade-offs, knock-out criteria, and the impact of VC experience. Entrepreneurship Theory and Practice, 32(3), 459-483.
Hasche, N., Höglund, L., & Linton, G. (2020). Quadruple helix as a network of relationships: Creating value within a Swedish regional innovation system. Journal of Small Business & Entrepreneurship32(6), 523-544.
Hossain, M. M., Ibrahim, Y., & Uddin, M. M. (2020). Finance, financial literacy and small firm financial growth in Bangladesh: The effectiveness of government support. Journal of Small Business & Entrepreneurship. https://doi.org/10.1080/08276331.2020.1793097
Ireland, R. D., Covin, J. G., & Kuratko, D. F. (2009). Conceptualizing corporate entrepreneurship strategy. Entrepreneurship Theory and Practice33(1), 19-46.
Jones, R., & Rowley, J. (2011). Networks and customer relationships in a small software technology firm: A case study. Journal of Small Business & Entrepreneurship24(1), 29-48.
Kahn, K. B. (2018). Understanding innovation. Business Horizons61(3), 453-460.
Kim, B., Kim, H., & Jeon, Y. (2018). Critical success factors of a design startup business. Sustainability, 10(9), 1-15.
Kollmann, T., & Kuckertz, A. (2010). Evaluation uncertainty of venture capitalist investment criteria. Journal of Business Research, 63, 741-747.
Kuratko, D. F. (2009). The economy’s one enduring force: Entrepreneurship. Business Horizons5(52), 405-407.
Mabenge, B. K., Ngorora-Madzimure, G. P. K., & Makanyeza, C. (2020). Dimensions of innovation and their effects on the performance of small and medium enterprises: The moderating role of firm’s age and size. Journal of Small Business & Entrepreneurship. https://doi.org/10.1080/08276331.2020.1725727
Macmillan, I C., Siegel, R., & Subba Narasimha, P.N. (1985). Criteria used by venture capitalists to evaluate new venture proposals. Journal of Business Venturing, 1(1), 119-128.
Majidi, V. (2007). Persian Gulf Science and Technology Park. http://www.pgstp.ir/page/AboutPGSTP.
Moradi, J., Ghorbanzad, Y., & Beig, M. (2002). Identifying and prioritizing innovation criteria of projects in science and technology parks using fuzzy VIKOR. Management Science Letters, 2(2), 587-596.
Morkovina, S. S., Kolesnichenko, E. A., Spesivtsev, V. A., & Ivanova, A. V. (2015). Principles of innovational startup selection for e-platforms placement. Mediterranean Journal of Social Sciences6(6), 201-201.
Mousavi, S., & Sadeghian, R. (2017). Investigation of fuzzy logic and applications in complex problems. International Journal of Nations Research, 2(15), 77-89.
Muzyka, D., Birley, S., & Leleux, B. (1996). Trade-offs in the investment decision of European venture capitalist. Journal of Business Venturing, 11, 273-287.
Njeri, A. (2017). Effects of innovation strategy on firm performance in telecommunications industry: A case of Safaricom Kenya limited [Unpublished doctoral dissertation]. United States International University-Africa.
Omri, W. (2015). Innovative behavior and venture performance of SMEs: The moderating effect of environmental dynamism. European Journal of Innovation Management, 18(2), 195-217.
Poczeta, K., Kubuś, Ł., & Yastrebov, A. (2019). Analysis of an evolutionary algorithm for complex fuzzy cognitive map learning based on graph theory metrics and output concepts. Biosystems179, 39-47.
Ramsinnghani, M. (2014). The business of venture capital (1st ed.) John Wiley & Sons.
Rajapathirana, R. J., & Hui, Y. (2018). Relationship between innovation capability, innovation type, and firm performance. Journal of Innovation & Knowledge3(1), 44-55.
Risker, D. C. (1998). Toward an innovation typology of entrepreneurs. Journal of Small Business & Entrepreneurship15(2), 27-41.
Rooswall, M., & Larsson, J. (2001). Overruling uncertainty – A study of venture of capital decision making. Göteborg University, School of Business, Economics and Law, Master theses.
Sääksjärvi, M., & Hellén, K. (2019). Idea selection using innovators and early adopters. European Journal of Innovation Management, 22(4), 585-599.
Sehgal, S., & Gupta, G. (2019). Converging resources and co-producing for innovation: Evidence from healthcare services. European Journal of Innovation Management, 23(3), 429-453.
Son, C., Kim, J., & Kim, Y. (2020). Developing scenario-based technology roadmap in the big data era: an utilisation of fuzzy cognitive map and text mining techniques. Technology Analysis & Strategic Management, 32(3), 272-291.
Štula, M., Doko, A., & Maras, J. (2011). Country’s Internet spreading rate modelling with fuzzy cognitive map. International Journal of Modelling and Simulation31(4), 287-295.
Tajeddini, K. (2016). Financial orientation, product innovation and firm performance: An empirical study in the Japanese SMEs. International Journal of Innovation and Technology Management, 13(3), 1-30. 
Tajeddini, K., & Trueman, M. (2012). Managing Swiss hospitality: How cultural antecedents of innovation and customer-oriented value systems can influence performance in the hotel industry. International Journal of Hospitality Management, 31(4), 1119–1129.
Turner, T., & Hendry, S. (2017). Radical innovation and value extraction: The role of the user’s entrepreneurial passion on satisfaction with product, firm, and industry. Journal of Small Business & Entrepreneurship29(2), 156-173.
Van Den Heuvel, C., Kao, P.-J., & Matyas, M. (2020). Factors driving and hindering business model innovations for mobility sector start-ups. Research in Transportation Business & Management, 37, 1–22.
Vaznyte, E., & Andries, P. (2019). Entrepreneurial orientation and start-ups’ external financing. Journal of Business Venturing, 34(3), 439–458.
Weilinghoff, P. (2018). Investment decision making of corporate venture capitalists: The importance of multiple startup evaluation criteria in high-tech industries [Unpublished master’s thesis]. University of Twente.
Yang, B. R., & Peng, Z. (2009). Fuzzy cognitive map and a mining methodology based on multi-relational data resources. Fuzzy Information and Engineering1(4), 357-366.
Yin, B., & Luo, J. (2018). How do accelerators select startups? Shifting decision criteria across stages. IEEE Transactions on Engineering Management, 65(4), 574–589
Zacharakis, A., & Meyer, Dal. (2000). The potential decision models: Can they improve the venture capital investment decision? Journal of Business Venturing, 15, 323-346.
Zacharakis, A. L., & Shepherd, D. (2001). The nature of information and overconfidence on venture capitalists' decision making. Journal of Business Venturing, 16(4), 311-332.