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.
Similar content being viewed by others
Notes
Compared to the previous edition (The Oslo Manual 2005), a major change in the definition of business innovation in this manual has been the reduction of the previous list-based definition of four types of innovations (product, process, organizational and marketing) to two main types: product innovations and business process innovations.
The questionnaire is identical to that applied by Alfaro-Garcia et al. (2017); as a result, the validation of the instrument can be found in that paper.
The entire questionnaire is not presented for copyright reasons, but some information about it is provided to fully explain what has been done in this paper.
References
Adams R, Bessant J, Phelps R (2006) Innovation management measurement: a review. Int J Manag Rev 8(1):21–47
Adams R, Alexander A, Öberg C (2014) Innovation management capabilities for start-ups and spin-offs: a literature review. In: IMP 2014 conference
Alfaro-García VG, Gil-Lafuente AM, Alfaro Calderon GG (2015) A fuzzy logic approach towards innovation measurement. Glob J Bus Res 9(3):53–71
Alfaro-Garcia VG, Gil-Lafuente AM, Alfaro Calderon GG (2017) A fuzzy methodology for innovation management measurement. Kybernetes 46(1):50–66
Alfaro-Calderón GG, Zaragoza A, Alfaro-García VG, Gil-Lafuente AM (2020) Innovation capabilities and innovation systems: a forgotten effects analysis of their components. In: Ferrer-Comalat J, Linares-Mustarós S, Merigó J, Kacprzyk J (eds) Modelling and simulation in management sciences. MS-18 2018. Advances in intelligent systems and computing, vol 894. Springer, Cham
Alfaro-García VG, Gil-Lafuente AM, Alfaro Calderón GG (2018) Innovation capabilities using fuzzy logic systems. In: Gil-Lafuente A, Merigó J, Dass B, Verma R (eds) Applied mathematics and computational intelligence. FIM 2015. Advances in intelligent systems and computing, vol 730. Springer, Cham
Ambrosini V, Bowman C, Collier N (2009) Dynamic capabilities: an exploration of how firms renew their resource base. Br J Manag 20:S9–S24
Amit R, Schoemaker PJ (1993) Strategic assets and organizational rent. Strateg Manag J 14(1):33–46
Barney JB (1986) Strategic factor markets: expectations, luck, and business strategy. Manag Sci 32(10):1231–1241
Barney J (1991) Firm resources and sustained competitive advantage. J Manag 17(1):99–120
Bermúdez García JE (2010) Cómo medir la innovación en las organizaciones. Cuadernos de Investigación EPG 11:11–30
Birchall D, Tovstiga G (2005) Capabilities for strategic advantage: leading through technological innovation. Palgrave Macmillian, New York
Björkdahl J, Börjesson S (2012) Assessing firm capabilities for innovation. Int J Knowl Manag Stud 5(1–2):171–184
Blanco-Mesa F (2015) Técnicas para la toma de decisiones en contextos inciertos: Identificación de oportunidades socio- económicas en el ámbito deportivo (Universitat de Barcelona). Retrieved from https://www.tesisenred.net/handle/10803/322786
Blanco-Mesa F, Baier-Fuentes H (2017) Hacia una mirada integral de la innovación ligera: Análsis conceptual de las innovaciones no intensivas. Cuadernos de CIMBAGE 9(2):79–103
Blanco-Mesa F, Gil-Lafuente AM (2018) A methodological approach for analysing stakeholder dynamics in decision-making process: an application in family compensation funds. In: Gil-Lafuente A, Merigó J, Dass B, Verma R (eds) Advances in intelligent systems and computing, vol 730. Springer, Cham
Blanco-Mesa F, Gil-Lafuente AM, Merigo JM (2018a) Dynamics of stakeholder relations with multi-person aggregation. Kybernetes 47(9):1801–1820
Blanco-Mesa F, Gil-Lafuente AM, Merigó JM (2018b) Subjective stakeholder dynamics relationships treatment: a methodological approach using fuzzy decision-making. Comput Math Organ Theory 24(4):441–472
Boly V, Morel L, Camargo M (2014) Evaluating innovative processes in french firms: methodological proposition for firm innovation capacity evaluation. Res Policy 43(3):608–622
Bowen FE, Rostami M, Steel P (2010) Timing is everything: a meta-analysis of the relationships between organizational performance and innovation. J Bus Res 63(11):1179–1185
Breznik L, Hisrich RD (2014) Dynamic capabilities vs. innovation capability: are they related? J Small Bus Enterp Dev 21(3):368–384
Breznik L, Lahovnik M (2016) Dynamic capabilities and competitive advantage: findings from case studies. Manag J Contemp Manag Issues 21:167–185
Brunswicker S, Vanhaverbeke W (2015) Open innovation in small and medium-sized enterprises (SMEs): External knowledge sourcing strategies and internal organizational facilitators. J Small Bus Manag 53(4):1241–1263
Burgelman RA, Christensen CM, Wheelwright SC (2004) Strategic management of technology and innovation, 4th edn. McGraw Hill/Irwin, New York
Cainelli G, Evangelista R, Savona M (2004) The impact of innovation on economic performance in services. Serv Ind J 24(1):116–130
Calantone RJ, Cavusgil ST, Zhao Y (2002) Learning orientation, firm innovation capability, and firm performance. Ind Mark Manag 31(6):515–524
Camisón C, Villar-López A (2014) Organizational innovation as an enabler of technological innovation capabilities and firm performance. J Bus Res 67(1):2891–2902
Catania P, Vallone M (2019) Design of an innovative system for precision beekeeping. IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), pp 323–327
Cheng CC, Chen JS (2013) Breakthrough innovation: the roles of dynamic innovation capabilities and open innovation activities. J Bus Ind Mark 28(5):444–454
Chiesa V, Coughlan P, Voss CA (1996) Development of a technical innovation audit. J Prod Innov Manag 13(2):105–136
Clausen TH (2013) External knowledge sourcing from innovation cooperation and the role of absorptive capacity: empirical evidence from Norway and Sweden. Technol Anal Strateg Manag 25(1):57–70
Cooper RG, Kleinschmidt EJ (1995) Benchmarking the firm’s critical success factors in new product development. J Prod Innov Manag 12(5):374–391
Cordero R (1990) The measurement of innovation performance in the firm: an overview. Res Policy 19(2):185–192
Cormican K, O’Sullivan D (2004) Auditing best practice for effective product innovation management. Technovation 24(10):819–829
Criscuolo P, Dahlander L, Grohsjean T, Salter A (2017) Evaluating novelty: the role of panels in the selection of R&D projects. Acad Manag J 60(2):433–460
Crossan MM, Apaydin M (2010) A multi-dimensional framework of organizational innovation: a systematic review of the literature. J Manag Stud 47(6):1154–1191
Damanpour F, Schneider M (2006) Phases of the adoption of innovation in organizations: effects of environment, organization and top managers 1. Br J Manag 17(3):215–236
Damanpour F, Walker RM, Avellaneda CN (2009) Combinative effects of innovation types and organizational performance: a longitudinal study of service organizations. J Manag Stud 46(4):650–675
Danneels E (2008) Organizational antecedents of second-order competences. Strateg Manag J 29(5):519–543
Dewangan V, Godse M (2014) Towards a holistic enterprise innovation performance measurement system. Technovation 34(9):536–545
Drucker PF (1985) Innovation and entrepreneurship. Heinemann, London
Edison H, Bin Ali N, Torkar R (2013) Towards innovation measurement in the software industry. J Syst Softw 86(5):1390–1407
Eisenhardt KM, Martin JA (2000) Dynamic capabilities: what are they? Strateg Manag J 21(10–11):1105–1121
Esterhuizen D, Schutte CS, Du Toit ASA (2012) Knowledge creation processes as critical enablers for innovation. Int J Inf Manag 32(4):354–364
Evangelista R, Vezzani A (2010) The economic impact of technological and organizational innovations. A firm-level analysis. Res Pol 39(10):1253–1263
Francis D, Bessant J (2005) Targeting innovation and implications for capability development. Technovation 25(3):171–183
Ferreira J, Coelho A, Moutinho L (2020) Dynamic capabilities, creativity and innovation capability and their impact on competitive advantage and firm performance: the moderating role of entrepreneurial orientation. Technovation 92:102061
Galvez D, Camargo M, Rodriguez J, Morel L (2013) PII-potential innovation index: a tool to benchmark innovation capabilities in international context. J Technol Manag Innov 8(4):36–45
García-Morales VJ, Jiménez-Barrionuevo MM, Gutiérrez-Gutiérrez L (2012) Transformational leadership influence on organizational performance through organizational learning and innovation. J Bus Res 65(7):1040–1050
Goffin K, Pfeiffer R (1999) Innovation management in UK and German manufacturing companies. Anglo-German Foundation for the Study of Industrial Society, London
Gunday G, Ulusoy G, Kilic K, Alpkan L (2011) Effects of innovation types on firm performance. Int J Prod Econ 133(2):662–676
Gupta V, Gupta B (2014) Flexible strategic framework for managing innovation from perspective of continuity and change. Bus Proc Manag J 20(3):502–522
Helfat CE, Peteraf MA (2003) The dynamic resource-based view: capability lifecycles. Strateg Manag J 24(10):997–1010
Helfat CE, Finkelstein S, Mitchell W, Peteraf MA, Singh H, Teece DJ, Winter SG (2007) Dynamic capabilities: understanding strategic change in organizations. Blackwell, London
Hilman H, Kaliappen N (2015) Innovation strategies and performance: are they truly linked? World J Entrep Manag Sustain Dev 11(1):48–63
Hirota K (1981) Concepts of probabilistic sets. Fuzzy sets Syst 5(1):31–46
Hult GTM, Hurley RF, Knight GA (2004) Innovativeness: its antecedents and impact on business performance. Ind Mark Manag 33(5):429–438
Jeng DJF, Pak A (2016) The variable effects of dynamic capability by firm size: the interaction of innovation and marketing capabilities in competitive industries. Int Entrep Manag J 12(1):115–130
Kaufmann A (1988) Theory of expertons and fuzzy logic. Fuzzy Sets Syst 28(3):295–304
Kaufmann A, Gil Aluja J (1986) Introducción de la teoria de los subconjuntos borrosos a la gestión de las empresas. Milladoiro, Santiago de Compostela
Kaufman A, Gil i Aluja J (1987) Técnicas operativas de gestión para el tratamiento de la incertidumbre. Hispano Europea, Barcelona
Kaufmann A, Gil Aluja J (1988) Modelos para la investigación de efectos olvidados. Milladoiro, Vigo
Kaufmann A, Gil Aluja J (1993) Técnicas especiales para la gestión de expertos. Milladoiro, Vigo
Kimberly JR (1981) Managerial innovation. In: Nystrom PC, Starbuck WA (eds) Handbook of organizational design. Oxford University Press, Oxford
Lawson B, Samson D (2001) Developing innovation capability in organisations: a dynamic capabilities approach. Int J Innov Manag 5(3):377–400
Le PB, Lei H (2019) Determinants of innovation capability: the roles of transformational leadership, knowledge sharing and perceived organizational support. J Knowl Manag 23(3):527–547
Leiponen A, Helfat CE (2010) Innovation objectives, knowledge sources, and the benefits of breadth. Strateg Manag J 31(2):224–236
Lin Y, Wu LY (2014) Exploring the role of dynamic capabilities in firm performance under the resource-based view framework. J Bus Res 67(3):407–413
Loch CH, Tapper US (2002) Implementing a strategy-driven performance measurement system for an applied research group. J Prod Innov Manag Int Publ Prod Dev Manag Assoc 19(3):185–198
Makadok R (2001) Toward a synthesis of the resource-based and dynamic-capability views of rent creation. Strateg Manag J 22(5):387–401
Manu F, Sriram V (1996) Innovation, marketing strategy, environment, and performance. J Bus Res 35:79–91
Markham SK, Lee H (2013) Product development and management association’s 2012 comparative performance assessment study. J Prod Innov Manag 30(3):408–429
Merigó,J. M., Casanovas, M., & Yang, J.-B. (2014) Group decision making with expertons and uncertain generalized probabilistic weighted aggregation operators. European Journal of Operational Research, 235(1), 215–224.
Mol MJ, Birkinshaw J (2009) The sources of management innovation: when firms introduce new management practices. J Bus Res 62(12):1269–1280
Neely A, Filippini R, Forza C, Vinelli A, Hii J (2001) A framework for analysing business performance, firm innovation and related contextual factors: perceptions of managers and policy makers in two European regions. Integr Manuf Syst 12(2):114–124
Nelson RR, Winter SG (1982) The Schumpeterian tradeoff revisited. Am Econ Rev 72(1):114–132
Nilsson S, Ritzén S (2014) Exploring the use of innovation performance measurement to build innovation capability in a medical device company. Creat Innov Manag 23(2):183–198
O’Brien JP (2003) The capital structure implications of pursuing a strategy of innovation. Strateg Manag J 24(5):415–431
O’Conner GC (2008) Major innovation as dynamic capability: a system approach. Prod Innov Manag 25(4):313–330
OECD/Eurostat (2018) Oslo Manual 2018: guidelines for collecting, reporting and using data on innovation, 4th edn. The measurement of scientific, technological and innovation activities. OECD Publishing, Paris/Eurostat, Luxembourg
Olazabal-Lugo M, Leon-Castro E, Espinoza-Audelo LF, Merigo JM, Gil Lafuente AM (2019) Forgotten effects and heavy moving averages in exchange rate forecasting. Econ Comput Econ Cybern Stud Res 53(4):79–96
Pavlou PA, El Sawy OA (2011) Understanding the elusive black box of dynamic capabilities. Decis Sci 42(1):239–273
Penrose E (1959) The theory of the growth of the firm. Wiley, New York
Peteraf MA (1993) The cornerstones of competitive advantage: a resource-based view. Strateg Manag J 14(3):179–191
Piening EP, Salge TO (2015) Understanding the antecedents, contingencies, and performance implications of process innovation: a dynamic capabilities perspective. J Prod Innov Manag 32(1):80–97
Pisano GP (2015) You need an innovation strategy. Harv Bus Rev 93(6):44–54
Porter ME (1990) The competitive advantage of nations. Harv Bus Rev 68(2):73–93
Prahalad CK, Hamel G (2006) The core competence of the corporation. In: Strategische unternehmungsplanung—strategische unternehmungsführung. Springer, Berlin, pp 275–292
Richtnér A, Brattström A, Frishammar J, Björk J, Magnusson M (2017) Creating better innovation measurement practices. MIT Sloan Manag Rev 59(1):45
Rivera-Gomis J, Rivera-Gomis J, Bubnic J, Ribarits A, Moosbeckhofer R, Alber O, Kozmus P, Jannoni-Sebastianini R, Haefeker W, Köglberger H, Smodis Skerl MI, Tiozzo B, Pietropaoli M, Lubroth J, Raizman E, Lietaer C, Zilli R, Eggenhoeffner R, Higes M, Muz MN, D’Ascenzi C, Riviere MP, Gregorc A, Cazier J, Hassler E, Wilkes J, Formato G (2020) Good farming practices in apiculture. Revue Scientifique et Technique Int Off Epizoot 38(3):879–890
Saunila M (2016) Performance measurement approach for innovation capability in SMEs. Int J Prod Perform Manag 65(2):162–176
Saunila M, Ukko J (2014) Intangible aspects of innovation capability in SMEs: impacts of size and industry. J Eng Technol Manag 33:32–46
Saunila M, Pekkola S, Ukko J (2014) The relationship between innovation capability and performance: the moderating effect of measurement. Int J Product Perform Manag 63(2):234–249
Schumpeter J (1934) The theory of economic development. Harvard University Press, Cambridge
Skarzynski P, Gibson R (2008) Innovation to the core: a blueprint for transforming the way your company innovates. Harvard Business Press, Boston
Spieth P, Lerch M (2014) Augmenting innovation project portfolio management performance: the mediating effect of management perception and satisfaction. R&D Manag 44(5):498–515
Teece DJ (2007) Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance. Strateg Manag J 28(13):1319–1350
Teece DJ (2009) Dynamic capabilities and strategic management: organizing for innovation and growth, vol 4. Oxford University Press, Oxford
Teece DJ, Pisano G, Shuen A (1997) Dynamic capabilities and strategic management. Strateg Manag J 18(7):509–533
Tian M, Deng P, Zhang Y, Salmador MP (2018) How does culture influence innovation? A systematic literature review. Manag Decis 56(5):1088–1107
Tidd J, Trewhella MJ (1997) Organizational and technological antecedents for knowledge acquisition and learning. R&D Manag 27(4):359–375
Tidd J, Bessant J (2009) Managing innovation: integrating technological, market, and organizational change. Wiley, Chichester
Vaccaro IG, Jansen JJ, Van Den Bosch FA, Volberda HW (2012) Management innovation and leadership: the moderating role of organizational size. J Manag Stud 49(1):28–51
Valentim L, Lisboa JV, Franco M (2016) Knowledge management practices and absorptive capacity in small and medium-sized enterprises: is there really a linkage? R&D Manag 46(4):711–725
Van de Ven AH (1986) Central problems in the management of innovation. Manag Sci 32(5):590–607
Verhaeghe A, Kfir R (2002) Managing innovation in a knowledge intensive technology organisation (KITO). R&D Manag 32(5):409–417
Volberda HW, Van Den Bosch FA, Heij CV (2013) Management innovation: management as fertile ground for innovation. Eur Manag Rev 10(1):1–15
Walker RM, Chen J, Aravind D (2015) Management innovation and firm performance: an integration of research findings. Eur Manag J 33(5):407–422
Wang CL, Ahmed PK (2004) The development and validation of the organisational innovativeness construct using confirmatory factor analysis. Eur J Innov Manag 7(4):303–313
Wang CL, Ahmed PK (2007) Dynamic capabilities: a review and research agenda. Int J Manag Rev 9(1):31–51
Wang L, Jin JL, Banister D (2019) Resources, state ownership and innovation capability: evidence from Chinese automakers. Creat Innov Manag 28(2):203–217
Winter SG (2003) Understanding dynamic capabilities. Strateg Manag J 24(10):991–995
Wu Q, He Q, Duan Y, O’Regan N (2012) Implementing dynamic capabilities for corporate strategic change toward sustainability. Strateg Change 21(5):231
Zahra SA, Sapienza HJ, Davidsson P (2006) Entrepreneurship and dynamic capabilities: a review, model and research agenda. J Manag Stud 43(4):917–955
Zollo M, Winter SG (2002) Deliberate learning and the evolution of dynamic capabilities. Organ Sci 13(3):339–351
Acknowledgements
This paper is supported by Research Project Tender with register 2640 of the Universidad Pedagógica y Tecnológica de Colombia. Likewise, Project supported by “Red Iberoamericana para la Competitividad, Innovación y Desarrollo” (REDCID) Project Number 616RT0515 in “Programa Iberoamericano de Ciencia y Tecnología para el Desarrollo” (CYTED). Author Leon-Castro acknowledges support from Chilean Government trough FONDECYT initiation Grant No. 11190056
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Velazquez-Cazares, M.G., Gil-Lafuente, A.M., Leon-Castro, E. et al. Innovation capabilities measurement using fuzzy methodologies: a Colombian SMEs case. Comput Math Organ Theory 27, 384–413 (2021). https://doi.org/10.1007/s10588-020-09321-w
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10588-020-09321-w