IDEAS home Printed from https://ideas.repec.org/a/spr/comaot/v27y2021i4d10.1007_s10588-020-09321-w.html
   My bibliography  Save this article

Innovation capabilities measurement using fuzzy methodologies: a Colombian SMEs case

Author

Listed:
  • Marlenne G. Velazquez-Cazares

    (Universidad of Occidente)

  • Anna M. Gil-Lafuente

    (University of Barcelona)

  • Ernesto Leon-Castro

    (Universidad De La Salle Bajío)

  • Fabio Blanco-Mesa

    (Universidad Pedagógica y Tecnológica de Colombia)

Abstract

The main aim of this paper is to establish the hidden incidences that can improve specific aspects of beekeeper Small and Medium Enterprises (SME) innovation capabilities in Boyacá-Colombia. The methodology is focused on the use of the expertons model, adequacy coefficient and forgotten effects theory. A questionnaire of 58 items about different innovation management areas is distributed to 14 beekeeper SMEs in the area of Boyacá-Colombia. The findings suggest that there are two specific actions that can improve innovation culture. These actions are related to marketing strategies and product innovation. The innovation strategy has a significant influence on the development of an innovative culture in the beekeeper SMEs; one must have a clear orientation to the innovation objectives in the marketing strategy, which is transferred to the product. Likewise, the utility of fuzzy methods for analysis when information is limited, subjective and scarce is highlighted. Finally, this research can be useful to practitioners and academics because the findings can serve as guidelines to understanding sources and enablers of innovation. In addition, the findings show how fuzzy methods help in contending with incomplete and subjective information, highlighting the meaning of the information rather than its measurement.

Suggested Citation

  • Marlenne G. Velazquez-Cazares & Anna M. Gil-Lafuente & Ernesto Leon-Castro & Fabio Blanco-Mesa, 2021. "Innovation capabilities measurement using fuzzy methodologies: a Colombian SMEs case," Computational and Mathematical Organization Theory, Springer, vol. 27(4), pages 384-413, December.
    • Handle: RePEc:spr:comaot:v:27:y:2021:i:4:d:10.1007_s10588-020-09321-w
    DOI: 10.1007/s10588-020-09321-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10588-020-09321-w
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10588-020-09321-w?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Manu, Franklyn A. & Sriram, Ven, 1996. "Innovation, marketing strategy, environment, and performance," Journal of Business Research, Elsevier, vol. 35(1), pages 79-91, January.
    2. Mol, Michael J. & Birkinshaw, Julian, 2009. "The sources of management innovation: When firms introduce new management practices," Journal of Business Research, Elsevier, vol. 62(12), pages 1269-1280, December.
    3. Erwin Danneels, 2008. "Organizational antecedents of second‐order competences," Strategic Management Journal, Wiley Blackwell, vol. 29(5), pages 519-543, May.
    4. Merigó, José M. & Casanovas, Montserrat & Yang, Jian-Bo, 2014. "Group decision making with expertons and uncertain generalized probabilistic weighted aggregation operators," European Journal of Operational Research, Elsevier, vol. 235(1), pages 215-224.
    5. Camisón, César & Villar-López, Ana, 2014. "Organizational innovation as an enabler of technological innovation capabilities and firm performance," Journal of Business Research, Elsevier, vol. 67(1), pages 2891-2902.
    6. Cordero, Rene, 1990. "The measurement of innovation performance in the firm: An overview," Research Policy, Elsevier, vol. 19(2), pages 185-192, April.
    7. Evangelista, Rinaldo & Vezzani, Antonio, 2010. "The economic impact of technological and organizational innovations. A firm-level analysis," Research Policy, Elsevier, vol. 39(10), pages 1253-1263, December.
    8. Mary M. Crossan & Marina Apaydin, 2010. "A Multi‐Dimensional Framework of Organizational Innovation: A Systematic Review of the Literature," Journal of Management Studies, Wiley Blackwell, vol. 47(6), pages 1154-1191, September.
    9. Fariborz Damanpour & Richard M. Walker & Claudia N. Avellaneda, 2009. "Combinative Effects of Innovation Types and Organizational Performance: A Longitudinal Study of Service Organizations," Journal of Management Studies, Wiley Blackwell, vol. 46(4), pages 650-675, June.
    10. Van de Ven, Andrew R., 1986. "Central Problems in the Management of Innovation," Agricultural Research Policy Seminar 139708, University of Minnesota Extension.
    11. Kathleen M. Eisenhardt & Jeffrey A. Martin, 2000. "Dynamic capabilities: what are they?," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1105-1121, October.
    12. Víctor G. Alfaro García & Anna M. Gil-Lafuente & Gerardo G. Alfaro Calderón, 2015. "A Fuzzy Logic Approach Towards Innovation Measurement," Global Journal of Business Research, The Institute for Business and Finance Research, vol. 9(3), pages 53-71.
    13. Gunday, Gurhan & Ulusoy, Gunduz & Kilic, Kemal & Alpkan, Lutfihak, 2011. "Effects of innovation types on firm performance," International Journal of Production Economics, Elsevier, vol. 133(2), pages 662-676, October.
    14. Sidney G. Winter, 2003. "Understanding dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 991-995, October.
    15. Bowen, Frances E. & Rostami, Mahdi & Steel, Piers, 2010. "Timing is everything: A meta-analysis of the relationships between organizational performance and innovation," Journal of Business Research, Elsevier, vol. 63(11), pages 1179-1185, November.
    16. Andrew H. Van de Ven, 1986. "Central Problems in the Management of Innovation," Management Science, INFORMS, vol. 32(5), pages 590-607, May.
    17. Minna Saunila & Sanna Pekkola & Juhani Ukko, 2014. "The relationship between innovation capability and performance," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 63(2), pages 234-249, January.
    18. Ferreira, Jorge & Coelho, Arnaldo & Moutinho, Luiz, 2020. "Dynamic capabilities, creativity and innovation capability and their impact on competitive advantage and firm performance: The moderating role of entrepreneurial orientation," Technovation, Elsevier, vol. 92.
    19. David Birchall & George Tovstiga, 2005. "Capabilities for strategic advantage," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-52249-7.
    20. David Birchall & George Tovstiga, 2005. "Strategic capabilities and innovation," Palgrave Macmillan Books, in: Capabilities for strategic advantage, chapter 0, pages 66-85, Palgrave Macmillan.
    21. García-Morales, Víctor Jesús & Jiménez-Barrionuevo, María Magdalena & Gutiérrez-Gutiérrez, Leopoldo, 2012. "Transformational leadership influence on organizational performance through organizational learning and innovation," Journal of Business Research, Elsevier, vol. 65(7), pages 1040-1050.
    22. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    23. Maurizio Zollo & Sidney G. Winter, 2002. "Deliberate Learning and the Evolution of Dynamic Capabilities," Organization Science, INFORMS, vol. 13(3), pages 339-351, June.
    24. Walker, Richard M. & Chen, Jiyao & Aravind, Deepa, 2015. "Management innovation and firm performance: An integration of research findings," European Management Journal, Elsevier, vol. 33(5), pages 407-422.
    25. Lin, Yini & Wu, Lei-Yu, 2014. "Exploring the role of dynamic capabilities in firm performance under the resource-based view framework," Journal of Business Research, Elsevier, vol. 67(3), pages 407-413.
    26. Jay B. Barney, 1986. "Strategic Factor Markets: Expectations, Luck, and Business Strategy," Management Science, INFORMS, vol. 32(10), pages 1231-1241, October.
    27. Benn Lawson & Danny Samson, 2001. "Developing Innovation Capability In Organisations: A Dynamic Capabilities Approach," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 5(03), pages 377-400.
    28. Ignacio G. Vaccaro & Justin J. P. Jansen & Frans A. J. Van Den Bosch & Henk W. Volberda, 2012. "Management Innovation and Leadership: The Moderating Role of Organizational Size," Journal of Management Studies, Wiley Blackwell, vol. 49(1), pages 28-51, January.
    29. Giulio Cainelli & Rinaldo Evangelista & Maria Savona, 2004. "The impact of innovation on economic performance in services ?," Post-Print hal-00278629, HAL.
    30. Boly, Vincent & Morel, Laure & Assielou, N’Doli Guillaume & Camargo, Mauricio, 2014. "Evaluating innovative processes in french firms: Methodological proposition for firm innovation capacity evaluation," Research Policy, Elsevier, vol. 43(3), pages 608-622.
    31. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    32. Minna Saunila, 2016. "Performance measurement approach for innovation capability in SMEs," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 65(2), pages 162-176, February.
    33. Aija Leiponen & Constance E. Helfat, 2010. "Innovation objectives, knowledge sources, and the benefits of breadth," Strategic Management Journal, Wiley Blackwell, vol. 31(2), pages 224-236, February.
    34. Giulio Cainelli & Rinaldo Evangelista & Maria Savona, 2004. "The impact of innovation on economic performance in services," The Service Industries Journal, Taylor & Francis Journals, vol. 24(1), pages 116-130, January.
    35. Nelson, Richard R & Winter, Sidney G, 1982. "The Schumpeterian Tradeoff Revisited," American Economic Review, American Economic Association, vol. 72(1), pages 114-132, March.
    36. Constance E. Helfat & Margaret A. Peteraf, 2003. "The dynamic resource‐based view: capability lifecycles," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 997-1010, October.
    37. Shaker A. Zahra & Harry J. Sapienza & Per Davidsson, 2006. "Entrepreneurship and Dynamic Capabilities: A Review, Model and Research Agenda," Journal of Management Studies, Wiley Blackwell, vol. 43(4), pages 917-955, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Fabio Blanco-Mesa & Omar Vinchira & Yesica Cuy, 2023. "Forgotten Factors in Knowledge Conversion and Routines: A Fuzzy Analysis of Employee Knowledge Management in Exporting Companies in Boyacá," Mathematics, MDPI, vol. 11(2), pages 1-35, January.
    2. Eduardo Antonio Chang-Muñoz & Andrés Felipe Guarín-García & Yuneidis Charris-Sevilla & José Fernando Gallego-Nicholls & Cristina Santos-Rojo & Arturo Ortigosa-Blanch, 2023. "Innovation Activities and Their Impact on Product Innovation Results: Evidence from a Sectorial Study," Sustainability, MDPI, vol. 15(8), pages 1-15, April.
    3. Miroslav Čavlin & Nedeljko Prdić & Svetlana Ignjatijević & Jelena Vapa Tankosić & Nemanja Lekić & Sara Kostić, 2023. "Research on the Determination of the Factors Affecting Business Performance in Beekeeping Production," Agriculture, MDPI, vol. 13(3), pages 1-22, March.
    4. Giulia Giacomello Pompilio & Tiago F. A. C. Sigahi & Izabela Simon Rampasso & Gustavo Hermínio Salati Marcondes de Moraes & Lucas Veiga Ávila & Walter Leal Filho & Rosley Anholon, 2023. "Innovation in Brazilian Industries: Analysis of Management Practices Using Fuzzy TOPSIS," Mathematics, MDPI, vol. 11(6), pages 1-19, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jorge Ferreira & Sofia Cardim & Arnaldo Coelho, 2021. "Dynamic Capabilities and Mediating Effects of Innovation on the Competitive Advantage and Firm’s Performance: the Moderating Role of Organizational Learning Capability," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 620-644, June.
    2. Arranz, N. & Arroyabe, M.F. & Li, Jun & de Arroyabe, J.C. Fernandez, 2019. "An integrated model of organisational innovation and firm performance: Generation, persistence and complementarity," Journal of Business Research, Elsevier, vol. 105(C), pages 270-282.
    3. Schriber, Svante & Löwstedt, Jan, 2015. "Tangible resources and the development of organizational capabilities," Scandinavian Journal of Management, Elsevier, vol. 31(1), pages 54-68.
    4. Abel Duarte Alonso & Seng K. Kok & Seamus O'Brien, 2019. "Understanding Approaches To Innovation Through The Dynamic Capabilities Lens: A Multi-Country Study Of The Wine Industry," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(06), pages 1-30, August.
    5. Eriksson, Taina, 2014. "Processes, antecedents and outcomes of dynamic capabilities," Scandinavian Journal of Management, Elsevier, vol. 30(1), pages 65-82.
    6. Khosravi, Pouria & Newton, Cameron & Rezvani, Azadeh, 2019. "Management innovation: A systematic review and meta-analysis of past decades of research," European Management Journal, Elsevier, vol. 37(6), pages 694-707.
    7. Cleverton Rodrigues Fernandes & André Gustavo Carvalho Machado, 2019. "Technology Transfer Capability: development dynamics in higher education institutions," Brazilian Business Review, Fucape Business School, vol. 16(1), pages 1-15, January.
    8. Molden, Lars Hovdan & Clausen, Tommy Hoyvarde, 2021. "Playing 3D chess, or how firms can thrive under complexity: The mediating role of innovation capabilities in the use of innovation input," Journal of Business Research, Elsevier, vol. 125(C), pages 1-13.
    9. Yuan, Chun & Xue, Doudou & He, Xin, 2021. "A balancing strategy for ambidextrous learning, dynamic capabilities, and business model design, the opposite moderating effects of environmental dynamism," Technovation, Elsevier, vol. 103(C).
    10. Rahul Kumar Sett, 2018. "Market orientation − firm performance link in a dynamic environment: looking inside the black box," AMS Review, Springer;Academy of Marketing Science, vol. 8(3), pages 163-179, December.
    11. Lin, Hai-Fen & Su, Jing-Qin & Higgins, Angela, 2016. "How dynamic capabilities affect adoption of management innovations," Journal of Business Research, Elsevier, vol. 69(2), pages 862-876.
    12. Zhelyu Vladimirov, 2021. "Mediating Role of Innovations as a Factor of Firm’s Competitiveness," Economic Alternatives, University of National and World Economy, Sofia, Bulgaria, issue 3, pages 407-429, September.
    13. Lurdes Barroso Simao & Luísa Cagica Carvalho & Maria José Madeira, 2021. "Intellectual structure of management innovation: bibliometric analysis," Management Review Quarterly, Springer, vol. 71(3), pages 651-677, July.
    14. Waleczek, Peter & von den Driesch, Till & Flatten, Tessa C. & Brettel, Malte, 2019. "On the dynamic bundles behind operations management and research and development," European Management Journal, Elsevier, vol. 37(2), pages 175-187.
    15. Ilgaz Arikan & Ipek Koparan & Asli M Arikan & Oded Shenkar, 2022. "Dynamic capabilities and internationalization of authentic firms: Role of heritage assets, administrative heritage, and signature processes," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(4), pages 601-635, June.
    16. Ferreira, Jorge & Coelho, Arnaldo & Moutinho, Luiz, 2020. "Dynamic capabilities, creativity and innovation capability and their impact on competitive advantage and firm performance: The moderating role of entrepreneurial orientation," Technovation, Elsevier, vol. 92.
    17. Zhang, Yucheng & Hou, Zhongwei & Yang, Feifei & Yang, Miles M. & Wang, Zhiling, 2021. "Discovering the evolution of resource-based theory: Science mapping based on bibliometric analysis," Journal of Business Research, Elsevier, vol. 137(C), pages 500-516.
    18. Glyptis, Loukas & Hadjielias, Elias & Christofi, Michael & Kvasova, Olga & Vrontis, Demetris, 2021. "Dynamic familiness capabilities and family business growth: A longitudinal perspective framed within management accounting," Journal of Business Research, Elsevier, vol. 127(C), pages 346-363.
    19. Quan Anh Nguyen & Gillian Sullivan Mort, 0. "Conceptualising organisational-level and microfoundational capabilities: an integrated view of born-globals’ internationalisation," International Entrepreneurship and Management Journal, Springer, vol. 0, pages 1-23.
    20. Jasna Prester, 2023. "Operating and Dynamic Capabilities and Their Impact on Operating and Business Performance," Sustainability, MDPI, vol. 15(20), pages 1-24, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:comaot:v:27:y:2021:i:4:d:10.1007_s10588-020-09321-w. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.