Decision Making Support for Managers in Innovation Management: a PROMETHEE approach Outros Idiomas

ID:
53242
Resumo:
The purpose of this paper is to present a decision making model as a support for selection of innovation management concept using multiple criteria decision making methods. Based on the specific nature of innovation management concepts a novel decision making model was designed. Ten defined innovation management concepts are firstly evaluated using set of criteria, which priorities are expertly evaluated using Saaty method and then the PROMETHEE outranking method is used for evaluating and selecting of innovation management concepts. To apply this model in the practice the Visual PROMETHEE software tool is incorporated to the model. The model was applied on a large manufacturing company. Using our approach in this company, the concept of value analysis was selected as the best. This study is limited for decision making processes in large companies. The results of Saaty method are based on expert but subjective assessment and therefore relevant for this particular company at that particular time. In addition, we suggest that this model can help managers to solve similar decision making problems using combination of Saaty method or analytic hierarchy process together with Visual PROMETHEE software. The logic and process of the decision making model elaboration as well as the decision model itself can be used as a framework for managers facing decision making problems with similar nature as innovation management concepts i.e.: ERP systems, information systems, technologies, business models.
Citação ABNT:
PETERKOVÁ, J.; FRANEK, J. Decision Making Support for Managers in Innovation Management: a PROMETHEE approach. International Journal of Innovation, v. 6, n. 3, p. 256-274, 2018.
Citação APA:
Peterková, J., & Franek, J. (2018). Decision Making Support for Managers in Innovation Management: a PROMETHEE approach. International Journal of Innovation, 6(3), 256-274.
DOI:
http://dx.doi.org/10.5585/iji.v6i3.236
Link Permanente:
http://www.spell.org.br/documentos/ver/53242/decision-making-support-for-managers-in-innovation-management--a-promethee-approach/i/pt-br
Tipo de documento:
Artigo
Idioma:
Inglês
Referências:
Asvoll, H. (2017). Developing a framework of reflective, intuitive knowing in innovation management. Academy of Strategic Management Journal, 16(2), 1-23.

Behrens, J. (2016). A Lack of Insight: An Experimental Analysis of R&D Managers’ Decision Making in Innovation Portfolio Management: CREATIVITY AND INNOVATION MANAGEMENT. Creativity and Innovation Management, 25(2), 239-250. Doi: https://doi.org/10.1111/caim.12157

Biemans, W.; Griffin, A.; Moenaert, R. (2007). Twenty years of the Journal of Product Innovation Management: History, participants, and knowledge stock and flows. Journal of Product Innovation Management, 24(3), 193-213. Doi: https://doi.org/10.1111/j.1540-5885.2007.00245.x

Brans, J. P.; Mareschal, B. (1994). The PROMCALC and GAIA Decision Support System for Multicriteria Decision Aid. Decision Support Systems, (12), 297-310.

Brans, J. P.; Vincke, P. (1985). A Preference Ranking Organisation Method: (The PROMETHEE Method for Multiple Criteria. Decision-Making). Management Science, (31), 647-656.

Brophey, G.; Baregheh, A.; Hemsworth, D.; Wachowiak, M.; Hay, D.; Ben Dhaou, S. (2015). The “Everything’s Different, Every Time” Innovation Management Problem: a Promising Model Development. International Journal of Innovation Management, 19(5), 1550-057. Doi: https://doi.org/10.1142/S1363919615500577

Busse, C.; Wallenburg, C. M. (2014). Firmlevel innovation management at logistics service providers: An exploration. International Journal of Logistics Research and Applications, 17(5), 396-419. Doi: https://doi.org/10.1080/13675567.2013.871509

Cyert, R. M.; March, J. G. (1992). A Behavioral Theory of the Firm. Cambridge, Mass.: WileyBlackwell

Daher, S de F. D.; Silva, L. C. e; Silva, A L C de L. da. (2015). A Multicriteria Decision Model for Supporting Innovation Management. 2015 IEEE International Conference on Systems, Man, and Cybernetics. p. 258-262. Doi: https://doi.org/10.1109/SMC.2015.57

Danvila-del-Valle, I.; Lara, F. J.; MarroquínTovar, E.; Zegarra Saldaña, P. E. (2018). How innovation climate drives management styles in each stage of the organization lifecycle. Management Decision. MD-02-2017-0163. Doi: https://doi.org/10.1108/MD-02-2017-0163

De Dreu, C. K. W.; Nijstad, B. A.; Van Knippenberg, A. D. (2008). Motivated Information Processing in Group Judgment and Decision Making. Personality And Social Psychology Review. 12(1), 22-49.

Escobar, M. T.; Aguarón, J.; Moreno-Jimenez, J. M. (2004). A note on AHP group consistency for the row geometric mean priorization procedure. European Journal of Operational Research, (153), 318-322.

Few, S. (2006). Information Dashboard Design. O´Reilly Media, Sebastopol.

Fotr, J.; Švecová, L. (2010). Manažerské rozhodování: metody, postupy a nástroje. Ekopress: Praha.

Gala, L.; Pour, J.; Šedivá, Z. (2009). Podniková informatika. Grada: Praha.

George, G.; Haas, M. R.; Pentland, A. (2014). Big Data And Management, Academy Of Management Journal. 57(2), 321-326.

Gupta, P.; Trusko, B. E. (2014). Global Innovation Science Hanbook. McGraw-Hill Education, USA.

Hanafizadeh, P.; Kazazi, A.; Jalili Bolhasani, A. (2011). Portfolio design for investment companies through scenario planning. Management Decision, 49(4), 513-532. Doi: https://doi.org/10.1108/00251741111126468

Hauschildt, J. (2004). Innovation management. München: Vahlen Franz GmbH.

Haustein, H. D.; Weber, M. (1983). Decision support for innovation management: application to the lighting industry. Research Report RR-83-029. Laxenburg, Austria: International Institute for Applied Systems Analysis.

Hecker, A. (2017). The Intrapreneurial Nature of Organizational Innovation: Toward a New Process Model. International Journal of Innovation, 5(3).

Hoffman, R. C.; Hegarty, W. H. (1993). Top management influence on innovations: Effect of executive characteristics and social culture. Journal of Management, 19(3), 549-574. Doi: https://doi.org/10.1016/0149-2063(93)90004-7

Kaplan, R. S.; Norton, D. P. (1996). The Balanced Scorecard: Translating Strategy into Action. Harvard Business School Press, Boston.

Kaplan, R. S.; Norton, D. P. (2000). Balanced Scorecard. Praha: Management Press.

Kaplan, R. S.; Norton, D. P. (2004). Strategy Maps. Converting Intangible Assets into Tangible Outcomes. Boston: Harvard Business School Publishing.

Kaplan, R. S.; Norton, D. P. (2006). Alignment, sysytémové vyladění organizace. Jak využít Balanced Scorecard k vytváření synergií. Praha: Management Press.

Kaplan, R. S.; Norton, D. P. (2010). Efektivní systém řízení strategie. Nový nástroj zvyšování výkonnosti a vytváření konkurenční výhody. Praha: Management Press.

Kassay, Š. (2013). Podnik a podnikanie.Interné procesy. Bratislava: Veda.

Keles, O.; Battal, T. (2017). A Model for Innovation Culture Management in Organizations (IVALUE 7). International Journal of Innovation, 5(3).

Keupp, M. M.; Palmié, M.; Gassmann, O. (2012). The Strategic Management of Innovation: A Systematic Review and Paths for Future Research. International Journal of Management Reviews, 14(4), 367-390. Doi: https://doi.org/10.1111/j.14682370.2011.00321.x

Kiernan, M. J. (1997). Get Innovative or Get Dead: Building Competitive Companies for the 21st Century. Glouchester: Random House Business Books.

Kock, A.; Gemünden, H. G. (2016). Antecendents to Decision-Making Quality and Agility in Innovation Portfolio Management. Journal of Production Innovation Management, 33(6), 670-686. Doi: https://doi.org/10.1111/jpim.12336.

Kopčaj, A. (2007). Spirálový management. Praha: Alfa Publishing.

Kortler, S.; Lindemann, U. (2011). a Meta Model of the Innovation Process To Support the Decision Making Process Using. Engineering, (August).

Kosonen, M.; Kianto, A. (2007). Applying wikis to managing knowledge - A socio-technical approach. Proceedings of the European Conference on Knowledge Management, ECKM, 18(1), 541-546. Doi: https://doi.org/10.1002/kpm

Košturiak, J.; Chal´, J. (2008). Inovace vaše konkurenční výhoda! Brno: Computer Press.

Košturiak, J.; Frolík, Z. (2006). Štíhlý a inovativní podnik. Praha: Alfa Publishing.

Košturiak, J.; Mašek, J.; Tvarůžek, M.; Michálek, T. (2015). Financování a přínosy inovací. MM Průmyslové spektrum 4: 22-27.

Kovač, M.; Sabadka, D. (2004). Model inovačního potenciálu podniku. Transférinovacií 7, 3-6.

Kralisch, D.; Ott, D.; Lapkin, A. A.; Yaseneva, P.; De Soete, W.; Jones, M.; … Finkbeiner, M. (2018). The need for innovation management and decision guidance in sustainable process design. Journal of Cleaner Production, (172), 2374-2388. Doi: https://doi.org/10.1016/J.JCLEPRO.2017.11.173

Kunz, V. D.; Warren, L. (2011). From innovation to market entry: a strategic management model for new technologies. Technology Analysis & Strategic Management, 23(4), 345-366.

Li, Q.; Maggitti, P. G.; Smith, K. G.; Tesluk, P. E.; Katila, R. (2013). Top management attention to innovation: The role of search selection and intensity in new product introductions. Academy of Management Journal, 56(3), 893-916. Doi: https://doi.org/10.5465/amj.2010.0844

Ludvík, L.; Peterková, J. (2012). A Probe into the Size Structure of Corporate Sphere of the Czech Republic and Innovations. ECON´12, 22(2), 119-128.

Ludvík, L.; Peterková, J. (2013). Specifics of size structure and managing role of the large companies in enterprise environment in the Czech Republic. Journal of Applied Economics Sciences, 8(1), 63-72.

Macharis C.; Brans J.P.; Mareschal B. (1998). The GDSS PROMETHEE procedure : a PROMETHEEGAIA based procedure for group decision support. Journal of Decision Systems, (7), 238-307.

Macharis, C.; Springael, J.; De Brucker, K.; Verbeke, A. (2004). PROMETHEE and AHP: The design of operational synergies in multicriteria analysis.: Strengthening PROMETHEE with ideas of AHP. European Journal of Operations Research, (153), 307-317.

Mana, M. (2016). Inovační aktivity podniku v ČR 2012 - 2014. Český statistický úřad, Praha.

March, J. G.; Simon, H. (1993). Organizations. Oxford: Wiley-Blackwell, 1993.

Maxwell, J. A. (2013). Qualitative Research Design: An Interactive Approach. London: SAGE Publications.

Meifort, A. (2015). Innovation portfolio management: A synthesis and research agenda. Creativity and Innovation Management, 25(2), 1-19. Doi: https://doi.org/10.1111/caim.12109

Mikoláš, Z.; Peterková, J.; Tvrdíková, M et al. (2011). Konkurenční potenciál průmyslového podniku. Praha: C. H. Beck.

Mikoláš, Z.; Wozniakova, Z. (2009). Virtual firm competitiveness. World Academy of Science, Engineering and Technology, (58), 270-274.

Milles, L. D. (1972). Techniques of Value Analysis and Engineering. New York: McGraw-Hill.

Mlčoch, J. (2002). Inovace a výnosnost podniku. Linde, Praha.

Nagano, M. S.; Stefanovitz, J. P.; Vick, T. E. (2014). Innovation management processes, their internal organizational elements and contextual factors: An investigation in Brazil. Journal of Engineering and Technology Management, (33), 63- 92. Doi: https://doi.org/10.1016/J.JENGTECMAN.2014.02.004

Ocasio, William. (2011). Attention To Attention. Organization Science, 22(5), 1286-1296.

Oslo Manual. (2005). OECD. Third ed. www.http://epp.eurostat.ec.europa.eu/cache/ITY_PUBLIC/OSLO/EN/OSLOEN.PDF>.

Parmenter, D. (2010). Key Performance Indicators. New Jersey: John Wiley & Sons Ltd.

Peterková, J. (2018). Využití konceptů inovací v průmyslovém podniku [Application of Innovations Concepts in an Industrial Company]. Ostrava: VŠB-TU Ostrava. (in Czech).

Peterková, J.; Ludvík, L. (2015). Approach to innovation and innovative industrial enterprise infrastructure. In METAL 2015: 24th International Conference on Metallurgy and Materials: Proceedings of Abstracts. June 3rd-5th 2015. Brno, Czech Republic.

Pitra, Z. (2006). Management inovačních aktivit. Praha: Professional Publishing.

Puranam, P.; Stieglitz, N.; Osman, M.; Pillutla, M. M. (2015). Modelling Bounded Rationality in Organizations: Progress and Prospects. The Academy of Management Annals, 9(1), 337-392.

Saaty, T. L. (1980). The analytic hierarchy process: planning, priority setting, resource allocation. London: McGraw-Hill International Book Co.

Saaty, T. L.; Peniwati, K. (2012). Group Decision Making: Drawing out and Reconciling Differences. Pitsburgh: RWS Publications.

Saaty, T. L.; Vargas, L. G. (2001). Models, Methods, Concepts & Applications of the Analytic Hierarchy Process. Boston: Kluwer Academic Publishers.

Schewe, G. (1994). Successful innovation management: An integrative perspective. Journal of Engineering and Technology Management, 11(1), 25-53. Doi: https://doi.org/10.1016/0923-4748(94)90023-X

Šulák, M.; Vacík, E. (2005). Měření výkonnosti firem. EUPRESS, Praha.

Tidd, J.; Bessant, J. (2013). Managing Innovation: Integrating Technological, Market and Organizational Change. Chichester: John Wiley & Sons Ltd.

Vlček, R. (2011). Strategie hodnotových inovací: tvorba, rozvoj a měřitelnost inovací. Praha: Professional Publishing.

Yilmaz Eroglu, D.; Kilic, K. (2017). A novel Hybrid Genetic Local Search Algorithm for feature selection and weighting with an application in strategic decision making in innovation management. Information Sciences, (405), 18-32. Doi: https://doi.org/10.1016/J.INS.2017.04.009

Yujun, M. (2010). Enterprise Life Cycle‘s Decision-making Characteristics in Various Stages and Innovation Management Strategy Analysis. Applied Mechanics and Materials, (33), 143-147. Doi: https://doi.org/10.4028/www.scientific.net/AMM.33.143

Zelený, M. (2012). High Technology and Barriers to Innovation: From Globalization to Relocalization. International Journal of Information Technology & Decision Making, 11(2), 441-456.

Žižlavský, O. (2012). Hodnocení inovační výkonnosti. Brno: VUT.

Zuzák, R. (2008). Z podnikových krizí k vítězství: kdy je krize příležitostí. Praha: Alfa.

Alfaro-García, V. G.; Gil-Lafuente, A. M.; Alfaro Calderón, G. G. (2017). A fuzzy methodology for innovation management measurement. Kybernetes, 46(1), 50-66. Doi: https://doi.org/10.1108/K06-2016-0153

Behzadian, M.; Kazemzadeh, R.B.; Albadvi, A.; Aghdasi, M. (2010). PROMETHEE: A comprehensive literature review on methodologies and applications. European Journal of Operational Research, 200(1), 198-215. Doi: https://doi.org/10.1016/j.ejor.2009.01.021.

Dvořák, J. (2006). Management inovací. Vysoká škola manažerské informatiky a ekonomiky, Praha.

Ishizaka, A.; Labib, A. (2011). Review of the main developments in the analytic hierarchy process. Expert Systems with Applications, 38(11), 14336-14345.

Pereira, I. P. (2017). Technologies of the Administration and Perenity of Micro And Small Enterprises, International Journal of Innovation, 5(2), 250-269.

Tversky, A.; Kahneman, D. (1974). Judgment Under Uncertainty: Heuristics And Biases. Science, 185(4157), 1124-1131.

Vlček, R. (2010). Inovace v hospodářské praxi. Moravská vysoká škola Olomouc, o. p. s.; Olomouc.