Detecting Communities in Digital Disruptive Innovation and Dynamic Capabilities Using Social Network Analysis
Palavras-chave:
Disruptive Innovation, Digital Disruption, Dynamic Capabilities, Social Networks Analysis, Gephi.Resumo
This study identifies the social structure and relational networks in a conceptual field that links digital disruptive innovation to dynamic capabilities. A collection of 1,352 scientific articles published from 2010 to 2021 in journals indexed in the Web of Science (WoS) and Scopus database supported by the Gephi software formed the networks. Findings reveal a network that establishes relationships with authors and countries such as England, The United States, France, Italy, and China as more prominent in quantity and strength. The United States has stronger ties maintaining a centralized position in networks among institutions suggesting it is the dominant influencer in this research field. The United States heavily influences the most important partnerships directed to technologies involving the medicine and health area and non-profit organizations to fight inequality in emerging countries and tech firms. The main conclusion is this emerging research field poses to strengthen and structures relationships to increase possibilities for future studies to be directed on several fronts.
Referências
Adner, R. (2002). When are technologies disruptive? a demand-based view of the emergence of competition. Strategic Management Journal, 23(8), 667–688. https://doi.org/10.1002/smj.246
Aggrawal, N., & Arora, A. (2016). Visualization, analysis and structural pattern infusion of DBLP co-authorship network using Gephi. 2016 2nd International Conference on Next Generation Computing Technologies (NGCT), 494–500. https://doi.org/10.1109/NGCT.2016.7877466
Akbari, M., Khodayari, M., Khaleghi, A., Danesh, M., & Padash, H. (2021). Technological innovation research in the last six decades: A bibliometric analysis. European Journal of Innovation Management, 24(5), 1806-1831. https://doi.org/10.1108/EJIM-05-2020-0166
Aria, M., & Cuccurullo, C. (2017). Bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959-975. https://doi.org/10.1016/j.joi.2017.08.007
Arora, N., Jain, R., Gupta, V., Aggarwal, U., Gupta, C., Kumari, M., Chaudhary, N., Jain, P., & Pal, R. (2019). Investigating factors influencing scholastic execution at undergrad level using network analytics. Proceedings of the Third International Conference on Advanced Informatics for Computing Research, 1–6. https://doi.org/10.1145/3339311.3339319
Audretsch, D.B., & Feldman, M.P. (1996). R&D spillovers and the geography of innovation and production. The American Economic Review, 86(3), 630-640. https://www.jstor.org/stable/2118216
Bastian, M., Heymann, S., & Jacomy, M. (2009). Gephi: An Open Source Software for Exploring and Manipulating Networks. Proceedings of the International AAAI Conference on Web and Social Media, 3(1), 361-362. https://doi.org/10.1609/icwsm.v3i1.13937.
Burton, B., Kumar, S., & Pandey, N. (2020). Twenty-five years of The European Journal of Finance (EJF): A retrospective analysis. The European Journal of Finance, 26(18), 1817–1841. https://doi.org/10.1080/1351847X.2020.1754873
Christensen, C.M. (1997). The Innovator’s Dilemma —When New Technologies Cause Great Firms to Fail. Harvard Business School Press.
Christensen, C.M., & Raynor, M. (2003). The innovator’s solution. Harvard Business School Press.
Christensen, C. M., Raynor, M. E., & McDonald, R. (2015). What is disruptive innovation. Harvard Business Review, 93(12), 44–53. https://hbr.org/2015/12/what-is-disruptive-innovation
Clarysse, B., Wright, M., Bruneel, J., & Mahajan, A. (2014). Creating value in ecosystems: Crossing the chasm between knowledge and Business Ecosystems. Research Policy, 43(7), 1164-1176. https://doi.org/10.1016/j.respol.2014.04.014
Clarivate. Web of Science Core Collection (2020). https://clarivate.com/webofsciencegroup/solutions/web-of-science-core-collection/. Acessed: 23 de agosto de 2021.
Dias, A., Ruthes, S., Lima, L., Campra, E., Silva, M., Gragança de Sousa, M., & Porto, G. (2020). Network centrality analysis in management and accounting sciences. RAUSP Management Journal, 55(2), 207-226. https://doi.org/10.1108/RAUSP-02-2019-0021
Fahimnia, B., Sarkis, J., & Davarzani, H. (2015). Green supply chain management: A review and bibliometric analysis. International Journal of Production Economics, 162, 101- 114. https://doi.org/10.1016/j.ijpe.2015.01.003
Forliano, C., De Bernardi, P., & Yahiaoui, D. (2021). Entrepreneurial universities: A bibliometric analysis within the business and management domains. Technological Forecasting and Social Change, 165, 120522. https://doi.org/10.1016/j.techfore.2020.120522
Fortuna, G. Aria, M., Piscitelli, A., Mignogna, M., & Klasser, G. (2020). Global research trends in complex oral sensitivity disorder: A systematic bibliometric analysis of the structures of knowledge. Journal of Oral Pathology & Medicine, 49(6), 565-579 https://doi.org/10.1111/jop.13077
Fruchterman, T. M. J., & Reingold, E. M. (1991). Graph drawing by force-directed placement. Software: Practice and Experience, 21(11), 1129–1164. https://doi.org/10.1002/spe.4380211102
Gertler, M. (2003). Tacit knowledge and the economic geography of context, or the undefinable tacitness of being (there). Journal of Economic Geography, 3(1), 75-99. https://doi.org/10.1093/jeg/3.1.75
Gholampour Rad, M. (2017). Disruptive innovation in media industry ecosystem and need for improving managerial cognitive capabilities in polymediation era. Cogent Business & Management, 4. https://doi.org/10.1080/23311975.2017.1352183
Guttentag, D. (2015). Airbnb: disruptive innovation and the rise of an informal tourism accommodation sector. Current Issues in Tourism, 18(12), 1192–1217. https://doi.org/10.1080/13683500.2013.827159
Hansen, D., Shneiderman, B., & Smith, M.A. (2010). Analyzing social media networks with NodeXL: Insights from a connected world. Morgan Kaufmann Publishers.
Hopp, C., Antons, D., Kaminski, J., & Salge, O. (2018). Perspective: The topic landscape of disruption research a call for consolidation, reconciliation, and generalization. Journal of Product Innovation Management, 35(3), 458-487. https://doi.org/10.1111/jpim.12440
Kammerlander, N., König, A., & Richards, M. (2018). Why do incumbents respond heterogeneously to disruptive innovations? he interplay of domain identity and role identity. Journal of Management Studies, 55(7), 1122-1165. https://doi.org/10.1111/joms.12345
Karimi, J., & Walter, Z. (2015). The role of dynamic capabilities in responding to digital disruption: A factor-based study of the newspaper industry. Journal of Management Information Systems, 32(1), 39–81. https://doi.org/10.1080/07421222.2015.1029380
Kumar, S., Pandey, N., Burton, B., & Sureka, R. (2021). Research patterns and intellectual structure of managerial auditing journal: A retrospective using bibliometric analysis during 1986-2019. Managerial Auditing Journal, 36(2), 280-313. https://doi.org/10.1108/MAJ-12-2019-2517
Malmberg, A., & Maskell, P. (2002). The elusive concept of localization economies: Towards a knowledge-based theory of spatial clustering. Environment and Planning A, 34(3), 429–449. https://doi.org/10.1068/a3457
Merigó, J. M., Mas-Tur, A., Roig-Tierno, N., & Ribeiro-Soriano, D. (2015). A bibliometric overview of the journal of business research between 1973 and 2014. Journal of Business Research. 68(12), 2645–2653. https://doi.org/10.1016/j.jbusres.2015.04.006
Muñoz, P. A. E., & Riaño-Casallas, M. (2021). Relación entre felicidad en el trabajo y desempeño laboral: análisis bibliométrico, evolución y tendencias. Revista Virtual Universidad Católica del Norte, 64, 241-280. https://doi.org/10.35575/rvucn.n64a10
Naimi-Sadigh, A., Asgari, T., & Rabiei, M. (2022). Digital Transformation in the Value Chain Disruption of Banking Services. Journal of the Knowledge Economy, 13(2), 1212–1242. https://doi.org/10.1007/s13132-021-00759-0
Nagy, D., Schuessler, J., & Dubinsky, A. (2016). Defining and identifying disruptive innovations. Industrial Marketing Management, 57, 119–126. https://doi.org/10.1016/j.indmarman.2015.11.017
Newman, M. (2001). The structure of scientific collaboration networks. Proceedings of the National Academy of Sciences of the United States of America, 98(2). 404-409. https://doi.org/10.1073/pnas.98.2.404
Newman, M. E. J. (2004). Coauthorship networks and patterns of scientific collaboration. Proceedings of the National Academy of Sciences, 101(Supplement 1), 5200–5205. https://doi.org/10.1073/pnas.0307545100
Ning, C., Xiaoming, M., & Tiantian, S. (2020). Entrepreneurial bricolage, dynamic capabilities and disruptive innovation: Theoretical model. Journal of Economics, Business and Management, 8(2), 86-90. https://doi.org/10.18178/joebm.2020.8.2.618
Riemer, K. & Johnston, R. B. (2019). Disruption as worldview change: A kuhnian analysis of the digital music revolution. Journal of Information Technology, 34(4), 350–370. https://doi.org/10.1177/0268396219835101
Rodríguez-Soler, R., Uribe-Toril, J., & De Pablo, J. (2020). Worldwide trends in the scientific production on rural depopulation, a bibliometric analysis using bibliometrix R-tool. Land Use Policy, 97, 104787. https://doi.org/10.1016/j.landusepol.2020.104787
Scopus. (2020). Sources. Elsevier B. V. https://www.scopus.com/sources.uri
Skog, D. A., Wimelius, H., & Sandberg, J. (2018). Digital disruption. Business and Information Systems Engineering, 60(5), 431–437. https://doi.org/10.1007/s12599-018-0550-4
Spigel, B. (2017). The Relational Organization of Entrepreneurial Ecosystems. Entrepreneurship Theory and Practice, 41(1), 49–72. https://doi.org/10.1111/etap.12167
Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509–533. https://doi.org/10.1142/9789812796929_0004
Tekic, Z., & Koroteev, D. (2019). From disruptively digital to proudly analog: A holistic typology of digital transformation strategies. Business Horizons, 62(6), 683-693. https://doi.org/10.1016/j.bushor.2019.07.002
Tricco, A.C., Lillie, E., Zarin, W., O’Brien, K.K., Colquhoun, H., Levac, D., Moher, D., Peters, M.D.J., Horsley, T., Weeks, L., Hempel, S., Akl, E. A., Chang, C., McGowan, J., Stewart, L., Hartling, L., Aldcroft, A., Wilson, M.G., Garritty, C., ... Straus, S.E. (2018). PRISMA extension for scoping reviews (PRISMA-ScR): Checklist and explanation. Annals of internal medicine, 169(7), 467-473. http://dx.doi.org/10.7326/M18-2205
Wang, L., Gong, Z., Shi, L., Hu, Z., & Shah, A. (2021). Knowledge mapping analysis of research progress and frontiers in integrated disaster risk management in a changing climate. Natural Hazards, 107, 2033-2052. https://doi.org/10.1007/s11069-020-04465-z
Wong, A.K.F., Koseoglu, M.A., & Kim, S. (2021). Creation and dissemination of hospitality and tourism research outputs in the new millennium. International Journal of Contemporary Hospitality Management, 33(2), 377-401. https://doi.org/10.1108/IJCHM-05-2020-0493
Yoo, Y., Boland, R.J., Lyytinen, K., & Majchrzak, A. (2012). Organizing for innovation in the digitized world. Organization Science, 23(5), 1398-1408. https://doi.org/10.1287/orsc.1120.0771
Zahra, S. & George, G. (2002). Absorptive capacity: A review, reconceptualization, and extension. The Academy of Management Review, 27(2), 185-203. https://doi.org/10.2307/4134351
Downloads
Publicado
Como Citar
Edição
Seção
Licença
Copyright (c) 2024 Revista Gestão & Tecnologia
Este trabalho está licenciado sob uma licença Creative Commons Attribution-NonCommercial 4.0 International License.
Os direitos, inclusive os de tradução, são reservados. É permitido citar parte de artigos sem autorização prévia desde que seja identificada a fonte. A reprodução total de artigos é proibida. Em caso de dúvidas, consulte o Editor.