Uma abordagem de conjuntos fuzzy para entender a pesquisa atual sobre inovação: um estudo bibliométrico temático dos principais periódicos especializados 2012-2022
Palavras-chave:
inovação, bibliometria, conjuntos Fuzzy, mapa temáticoResumo
O artigo propõe uma metodologia bibliométrica baseada na teoria dos conjuntos fuzzy para analisar 10 periódicos que mais abordaram inovação entre 2012 e 2022. Nós analisamos 7.940 artigos acadêmicos. Mapas temáticos foram usados para ilustrar a evolução do conhecimento, identificando temas-chave e suas relações. O estudo apresenta hipóteses sobre tendências atuais na pesquisa: (i) maior foco em sustentabilidade e eco-inovações reflete preocupações ambientais globais; (ii) ênfase em inovação organizacional, empreendedorismo e capacidade de absorção demonstra que questões tradicionais ainda são debatidas; (iii) a inovação aberta ganha relevância, destacando colaboração interinstitucional; e (iv) a pandemia de Covid-19 estimulou interesse em inovações para controle de crises.
Referências
ARIA, Massimo; CUCCURULLO, Corrado. bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of informetrics, v. 11, n. 4, p. 959-975, 2017.
BALAKRISHNAN, Radhika; MILBERG, William. Firm innovation and capitalist dialectics: The economics of Nina Shapiro. The Economic and Labour Relations Review, v. 30, n. 4, p. 467-477, 2019.
BHASKARAN, Suku. Incremental innovation and business performance: small and medium‐size food enterprises in a concentrated industry environment. Journal of Small Business Management, v. 44, n. 1, p. 64-80, 2006.
CHESBROUGH, Henry William. Open innovation: The new imperative for creating and profiting from technology. Harvard Business Press, 2003.
CHESBROUGH, Henry W. The era of open innovation. Managing innovation and change, v. 127, n. 3, p. 34-41, 2006.
CHESBROUGH, Henry; ROSENBLOOM, Richard S. The role of the business model in capturing value from innovation: evidence from Xerox Corporation's technology spin‐off companies. Industrial and corporate change, v. 11, n. 3, p. 529-555, 2002.
CHRISTENSEN, Clayton M. et al. Disruptive innovation for social change. Harvard business review, v. 84, n. 12, p. 94, 2006.
COBO, Manuel J. et al. An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field. Journal of informetrics, v. 5, n. 1, p. 146-166, 2011.
COPPI, Renato; GIL, Maria A.; KIERS, Henk AL. The fuzzy approach to statistical analysis. Computational statistics & data analysis, v. 51, n. 1, p. 1-14, 2006.
DE ABREU CAMPANÁRIO, Milton et al. Inovação incremental: tecnologia da quarta camada da Fujifilm. Revista Ibero Americana de Estratégia, v. 4, n. 1, p. 63-70, 2005.
DE LISO, Nicola; METCALFE, S. On technological systems and technological paradigms: some recent developments in the understanding of technological change. Behavioral norms, technological progress, and economic dynamics: Studies in Schumpeterian economics, p. 71-95, 1996.
DONTHU, Naveen et al. Mapping the electronic word-of-mouth (eWOM) research: A systematic review and bibliometric analysis. Journal of Business Research, v. 135, p. 758-773, 2021.
DOSI, Giovanni; CIMOLI, Mario. De los paradigmas tecnológicos a los sistemas nacionales de producción e innovación. Comercio exterior, v. 44, n. 8, p. 669-82, 1994.
DRUCKER, Peter; ZAHRA, Shaker A. An Interview with Peter Drucker. The Academy of Management Executive (1993-2005), p. 9-12, 2003.
DRUCKER, Peter. Innovation and entrepreneurship. Routledge, 2014 [1985].
DRUCKER, Peter F. Principles of successful innovation. Research management, v. 28, n. 5, p. 10-12, 1985a.
DRUCKER, Peter F. The discipline of innovation. Harvard business review, v. 63, n. 3, p. 67-72, 1985b.
FREEMAN, Christopher. Continental, national and sub-national innovation systems-complementarity and economic growth. In: Systems of Innovation. Edward Elgar Publishing, 2008. p. 106-141.
FREEMAN, Christopher. Technology, policy, and economic performance: lessons from Japan. Burns & Oates, 1987.
FREEMAN, Chris. The ‘National System of Innovation’in historical perspective. Cambridge Journal of economics, v. 19, n. 1, p. 5-24, 1995.
FREEMAN, Christopher; SOETE, Luc. The economics of industrial innovation. Psychology Press, 1997.
FREEMAN, Christopher; PEREZ, Carlota. Structural crises of adjustment: business cycles. Technical change and economic theory. Londres: Pinter, 1988.
FURTADO, A. T.; QUEIROZ, SRR. A construção de indicadores de inovação. Informática, v. 25, n. 9, p. 3-7, 2007.
GRANT, Adam M. Does intrinsic motivation fuel the prosocial fire? Motivational synergy in predicting persistence, performance, and productivity. Journal of applied psychology, v. 93, n. 1, p. 48, 2008.
GRANT, Adam M.; BERRY, James W. The necessity of others is the mother of invention: Intrinsic and prosocial motivations, perspective taking, and creativity. Academy of management journal, v. 54, n. 1, p. 73-96, 2011.
GRANT, Adam M.; ASHFORD, Susan J. The dynamics of proactivity at work. Research in organizational behavior, v. 28, p. 3-34, 2008.
JORDÃO, Alessandro Augusto; SALTORATO, Patrícia; FERRARINI, Cleyton Fernandes. Redes de pesquisa e inovação: um estudo das relações da Petrobras com instituições de ciência e tecnologia. Brazilian Journal of Development, v. 5, n. 4, p. 2928-2941, 2019.
LUNDVALL, Bengt-Ake. Innovation as an interactive process: user-producer interaction to the national system of innovation. African journal of science, technology, innovation and development, v. 1, n. 2_3, p. 10-34, 2009.
LUNDVALL, Bengt-Ake et al. National systems of innovation: towards a theory of innovation and interactive learning. 1992.
MAZZUCATO, Mariana; PEREZ, Carlota. Innovation as growth policy. The Triple Challenge for Europe, p. 229-64, 2015.
MCDERMOTT, Christopher M.; O'CONNOR, Gina Colarelli. Managing radical innovation: an overview of emergent strategy issues. Journal of Product Innovation Management: an international publication of the product development & management association, v. 19, n. 6, p. 424-438, 2002.
MCKENNY, Aaron F. et al. Strategic entrepreneurial orientation: Configurations, performance, and the effects of industry and time. Strategic Entrepreneurship Journal, v. 12, n. 4, p. 504-521, 2018.
MERIGÓ, José M.; GIL-LAFUENTE, Anna M.; YAGER, Ronald R. An overview of fuzzy research with bibliometric indicators. Applied Soft Computing, v. 27, p. 420-433, 2015.
MISHRA, Arunodaya Raj; RANI, Pratibha. Interval-valued intuitionistic fuzzy WASPAS method: application in reservoir flood control management policy. Group Decision and Negotiation, v. 27, p. 1047-1078, 2018.
MOWERY, David C.; ROSENBERG, Nathan. Technology and the pursuit of economic growth. Cambridge University Press, 1991.
MUNAKATA, Toshinori; JANI, Yashvant. Fuzzy systems: an overview. Communications of the ACM, v. 37, n. 3, p. 69-77, 1994.
NELSON, Richard R.; WINTER, Sidney G. Evolutionary theorizing in economics. Journal of economic perspectives, v. 16, n. 2, p. 23-46, 2002.
NELSON, Richard R.; NELSON, Katherine. Technology, institutions, and innovation systems. Research policy, v. 31, n. 2, p. 265-272, 2002.
NELSON, Richard R.; WINTER, Sidney G. In search of a useful theory of innovation. In: Innovation, Economic Change and Technology Policies: Proceedings of a Seminar on Technological Innovation held in Bonn, Federal Republic of Germany, April 5 to 9, 1976. Birkhäuser Basel, 1977. p. 215-245.
PAPPAS, Nikolaos. Came and gone? A longitudinal study of the effects of COVID-19 on tourism purchasing intentions. Journal of Retailing and Consumer Services, v. 72, p. 103269, 2023.
PENROSE, Edith. Limits to the Growth and Size of Firms. The American economic review, v. 45, n. 2, p. 531-543, 1955.
PENROSE, Edith; PENROSE, Edith Tilton. The Theory of the Growth of the Firm. Oxford university press, 2009 [1959].
PEREZ, Carlota. Structural change and assimilation of new technologies in the economic and social systems. Futures, v. 15, n. 5, p. 357-375, 1983.
RAČIĆ, Željko V. Fuzzification-decision making in terms of uncertainty. Economics, v. 6, n. 2, p. 87-94, 2018.
ROSENBERG, Nathan. Inside the black box: technology and economics. Cambridge university press, 1982.
ROSENBERG, Nathan. Factors affecting the diffusion of technology. Explorations in economic history, v. 10, n. 1, p. 3, 1972.
RUGMAN, Alan M.; VERBEKE, Alain. A final word on Edith Penrose. Journal of Management studies, v. 41, n. 1, p. 205-217, 2004.
SCHÖGGL, Josef-Peter; STUMPF, Lukas; BAUMGARTNER, Rupert J. The narrative of sustainability and circular economy-A longitudinal review of two decades of research. Resources, Conservation and Recycling, v. 163, p. 105073, 2020.
SCHUMPETER, Joseph A. Capitalismo, Socialismo e Democracia. Editora Unesp, São Paulo, 2010 [1943].
SCHUMPETER, Joseph A. Teoria do Desenvolvimento Econômico. Editora Fundo de Cultura, Rio de Janeiro, 1961 [1912].
SHAPIRO, Nina. The “megacorp”: Eichner’s contribution to the theory of the firm. Journal of Economic Issues, v. 24, n. 2, p. 493-500, 1990.
SHAPIRO, Nina. Firms, markets, and innovation. Journal of Post Keynesian Economics, v. 14, n. 1, p. 49-60, 1991.
SMITH, Adam. A riqueza das nações. Coleção “Os Economistas”. Nova Cultural, São Paulo, 1996.
SMITHSON, Michael; VERKUILEN, Jay. Fuzzy set theory: Applications in the social sciences. Sage, 2006.
TALEB, Nassim Nicholas. Antifragile: Things that gain from disorder. Random House Trade Paperbacks, 2014.
TALEB, Nassim Nicholas. The black swan: The impact of the highly improbable. Random house, 2007.
THOMKE, Stefan; VON HIPPEL, Eric. Innovators. Harvard business review, v. 80, n. 4, p. 74-81, 2002.
TIGRE, Paulo Bastos. Paradigmas tecnológicos e teorias econômicas da firma. Revista Brasileira de Inovação, v. 4, n. 1, p. 187-223, 2005.
TORRES, Angela; NIETO, Juan J. Fuzzy logic in medicine and bioinformatics. Journal of Biomedicine and biotechnology, v. 2006, 2006.
VON HIPPEL, Eric. Democratizing innovation. the MIT Press, 2006.
VON HIPPEL, Eric. Lead users: a source of novel product concepts. Management science, v. 32, n. 7, p. 791-805, 1986.
VON HIPPEL, Eric. The dominant role of users in the scientific instrument innovation process. Research policy, v. 5, n. 3, p. 212-239, 1976.
WILLIAMSON, Oliver E. Innovation and market structure. Journal of political economy, v. 73, n. 1, p. 67-73, 1965.
WILLIAMSON, Oliver E. The mechanisms of governance. Oxford university press, 1996.
WILLIAMSON, Oliver E. The modern corporation: origins, evolution, attributes. Journal of economic literature, v. 19, n. 4, p. 1537-1568, 1981.
ZIMMERMANN, H.-J. Applications of fuzzy set theory to mathematical programming. Readings in Fuzzy Sets for Intelligent Systems, p. 795-809, 1993.
ZIMMERMANN, H.‐J. Fuzzy set theory. Wiley interdisciplinary reviews: computational statistics, v. 2, n. 3, p. 317-332, 2010.
Informações consultadas online:
About Journal of Open Innovation: Technology, Market, and Complexity, MDPI, 2023. Disponível em: https://www.mdpi.com/journal/JOItmC/about. Acesso: 2/2/2023.
European Journal of Innovation Management, Aims e Scope, Emerald, 2023. Disponível em: https://www.emeraldgrouppublishing.com/journal/ejim?distinct_id=1861535cc2785-0715754c05e03e-26A. Acesso: 2/2/2023.
International Journal of Innovation Management, aims Aims e Scope, WorldScientific, 2023. Disponivel em: https://www.worldscientific.com/page/ijim/aims-scope. Acesso: 2/2/2023.
Journal of Business Research, Sciencedirect, 2023d. Disponível em: https://www.sciencedirect.com/journal/journal-of-business-research. Acesso: 2/2/2023.
Journal of Clear Production, About the journal, sciencedirect, 2023b. Disponível em: https://www.sciencedirect.com/journal/journal-of-cleaner-production. Acesso: 2/2/2023.
Research Policy, Aims e Scope, sciencedirect, 2023c. Disponível em: https://www.sciencedirect.com/journal/research-policy. Acesso: 2/2/2023.
Technology Analysis & Strategic Management, aims and scope, tandfonline, 2023. Disponível em: https://www.tandfonline.com/action/journalInformation?show=aimsScope&journalCode=ctas20. Acessado em: 02 de Fevereiro de 2023.
Technological Forecasting and Social Change, About the journal, sciencedirect, 2023a. Disponível em: https://www.sciencedirect.com/journal/technological-forecasting-and-social-change. Acesso: 2/2/2023.
Technology In Society, Aims and Scope, ScienceDirect, 2023e. Disponível em: https://www.sciencedirect.com/journal/technology-in-society. Acesso: 2/2/2023.
Technovation, Aims and Scope, sciencedirect,2023 d. Disponível em: https://www.sciencedirect.com/journal/technovation/about/aims-and-scope. Acesso: 2/2/2023.
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