Production
https://prod.org.br/article/doi/10.1590/0103-6513.20180041
Production
Research Article

Suppliers' network analysis under the perspective of structural, relational and cognitive embeddedness: an exploratory study

Guilherme Rotta Capioto; Danilo Hisano Barbosa; Juliana Sayuri Kurumoto; Syntia Lemos Cotrim

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Abstract

Abstract: Paper aims: To analyze and characterize a supplier network under the analytical perspective of structural, relational and cognitive embeddedness.

Originality: Analysis of a network of suppliers in a soft drink industry using Social Network Analysis (SNA) techniques.

Research method: The case study was used as a research strategy. The analysis of structural perspectives, relational and cognitive embeddedness and their respective variables were considered, as well as measures of centrality and density of the network of suppliers.

Main findings: The analysis allowed to establish the characteristics of the network of suppliers regarding structural, relational and cognitive embeddedness and their respective variables. However, it should be noted that the manuscript addresses a single case study, and it is not possible to generalize the results obtained.

Implications for theory and practice: The findings of this paper can be used as a basis to understand how to use the main metrics of social network analysis to investigate the structural, relational and cognitive characteristics of a company and your network.

Keywords

Enterprise networks, Supplier management, Embeddedness

References

Baker, W. E., & Faulkner, R. R. (1993). The social organization of conspiracy: Illegal networks in the heavy electrical equipment industry. American Sociological Review , 58(6), 837-860. http://dx.doi.org/10.2307/2095954.

Balestrin, A., & Verschoore, J. (2016). Redes de cooperação empresarial: estratégias de gestão na nova economia (2. ed.). Porto Alegre: Bookman.

Batenburg, R. S., Raub, W., & Snijders, C. C. P. (2003). Contacts and contracts: dyadic embeddedness and the contractual behavior of firms. Research in the Sociology of Organizations, 20, 135-188. http://dx.doi.org/10.1016/S0733-558X(02)20006-3.

Borgatti, S. P., & Foster, P. C. (2003). The network paradigm in organizational research: a review and typology. Journal of Management, 6(6), 991-1013. http://dx.doi.org/10.1016/S0149-2063(03)00087-4.

Borgatti, S. P., & Li, X. (2009). On social network analysis in a supply chain context. Journal of Supply Chain Management, 45(2), 5-21. https://doi.org/10.1111/j.1745-493X.2009.03166.x.

Borgatti, S. P., Everett, M. G., & Freeman, L. C. (2002). Ucinet for windows: software for social network analysis. Harvard: Analytic Technologies.

Borges, L. O., & Mourão, L. (2013). O trabalho e as organizações: atuações a partir de psicologia. Porto Alegre: Artmed.

Brum, A. M. (2017). Endomarketing estratégico: como transformar líderes em comunicadores e empregados em seguidores. São Paulo: Integrare.

Burt, R. S. (1992). Structural holes: the social structures of competition . England: Harvard University Press.

Castells, M. (2003). A galáxia da internet: reflexões sobre a internet, os negócios e a sociedade (Trad. Maria Luiza). Rio de Janeiro: Jorge Zahar.

Cerqueira, C. H. Z., Costa, J. M. S., & Carvalho, D. M. A. (2014). Aplicação de análise de redes sociais em uma cadeia de suprimentos de uma empresa do setor elétrico brasileiro. Sistema & Gestão, 9(4), 418-429. https://doi.org/10.7177/sg.2014.V9.N4.A1.

Cheung, M. S., Myers, M. B., & Mentzer, J. T. (2010). Does relationship learning lead to relationship value? A cross-national supply chain investigation. Journal of Operations Management, 28(6), 472-487. http://dx.doi.org/10.1016/j.jom.2010.01.003.

Choi, T. Y., & Kim, Y. (2008). Structural embeddedness and supplier management: a network perspective. The Journal of Supply Chain Management, 44(4), 5-13. http://dx.doi.org/10.1111/j.1745-493X.2008.00069.x.

Choi, T.Y., Dooley, K.J., & Rungtusanatham, M. (2001). Supply networks and complex adaptive systems: control versus emergence. Journal of Operations Management , 19(3), 351-366. https://doi.org/10.1016/S0272-6963(00)00068-1.

Cohen, W. M., & Levinthal, D. (1990). Absorptive capacity: a new perspective on learning and innovation. Administrative Science Quarterly, 35(1), 128-152. http://dx.doi.org/10.2307/2393553.

Coleman, J. S., Katz, E., & Menzel, H. (1966). Medical innovation: a diffusion study. Indianapolis: Bobbs-Merrill.

Conceição, S. V., & Quintão, R. T. (2004). Avaliação do desempenho logístico da cadeia brasileira de suprimentos de refrigerantes. Gestão & Produção, 11(3), 441-453. http://dx.doi.org/10.1590/S0104-530X2004000300015.

Cruz, J. M., & Liu, Z. (2011). Modeling and analysis of the multiperiod effects of social relationship on supply chain networks. European Journal of Operational Research , 214(1), 39-52. https://doi.org/10.1016/j.ejor.2011.03.044.

Dacin, M. T., Ventresca, M. J., & Beal, B. D. (1999). The embeddedness of organizations: dialogue & directions. Journal of Management, 25(3), 317-356. http://dx.doi.org/10.1177/014920639902500304.

Dhanaraj, C., Lyles, M. A., Steensma, H. K., & Tihanyi, L. (2004). Managing tacit and explicit knowledge transfer in IJVs: the role of relational embeddedness and the impact on performance. Journal of International Business Studies, 35(5), 428-442. http://dx.doi.org/10.1057/palgrave.jibs.8400098.

Fonseca, J. J. S. (2002). Metodologia da pesquisa científica . Fortaleza: UEC.

Freeman, L. C. (1979). Centrality in social networks: conceptual clarification. Social Networks, 1(3), 215-239. http://dx.doi.org/10.1016/0378-8733(78)90021-7.

Fusco, J. P. A. (2005). Redes produtivas e cadeias de fornecimento. São Paulo: Arte & Ciência.

Galbraith, J. R. (1997). Projetando a organização inovadora. In K. Starkey (Ed.), Como as organizações aprendem: relatos do sucesso das grandes empresas (pp. 190- 218). São Paulo: Futura.

Gil, A. C. (2008). Métodos e técnicas de pesquisa social (6. ed.). São Paulo: Atlas.

Gilsing, V. A., & Duysters, G. M. (2008). Understanding novelty creation in exploration networks-Structural and relational embeddedness jointly considered. Technovation , 28(10), 693-708. http://dx.doi.org/10.1016/j.technovation.2008.03.004.

Gobbo Junior, J. A., & Vasconcellos, M. A. (2008). Proposal of a framework for the analysis of the innovation process in networks. In POMS Annual Conference (pp. 1633-1647). Tokyo: Gakushin University.

Gobbo, S. C. O. (2010). Uma análise do embeddedness na formação de valor em redes de empresas: um exemplo de aplicação em uma rede do setor metal-mecânico (Dissertação de mestrado). Bauru: Universidade Estadual Paulista.

Gonçalves, J. E. L. (2000). As empresas são Grandes Coleções de Processos. Revista de Administração de Empresas, 40(1), 6-19. http://dx.doi.org/10.1590/S0034-75902000000100002.

Gonzalez, G., Claro, D., & Palmatier, R. (2014). Synergistic effects of relationship managers’s social networks on sales performance. Journal of Marketing , 78(1), 76-94. http://dx.doi.org/10.1509/jm.11.0431.

Grandori, A., & Soda, G. (1995). Inter-firm networks: antecedents, mechanisms and forms. Organization Studies, 16(2), 183-215. http://dx.doi.org/10.1177/017084069501600201.

Granovetter, M. (1985). Economic action and social structure: the problem of embeddedness. American Journal of Sociology, 91(3), 481-510. http://dx.doi.org/10.1086/228311.

Granovetter, M. (1992). Problems of explanation in economic sociology. In N. Nohria & R. G. Eccles (Eds.), Networks and organizations: structure, form, and action . Boston: Harvard Business School Press.

Granovetter, M. (2005). The impact of social structure on economic outcomes. The Journal of Economic Perspectives, 19(1), 33-50. http://dx.doi.org/10.1257/0895330053147958.

Gulati, R. (1998). Alliances and networks. Strategic Management Journal , 19(4), 293-317. http://dx.doi.org/10.1002/(SICI)1097-0266(199804)19:4<293::AID-SMJ982>3.0.CO;2-M.

Halinen, A., & Törnroos, J. A. (1998). The role of embeddedness in the evolution of business networks. Scandinavian Journal of Management, 14(3), 187-205. http://dx.doi.org/10.1016/S0956-5221(98)80009-2.

Hallikas, J., Karvonen, I., Pulkkinen, U., Virolainen, V., & Tuominen, M. (2004). Risk management processes in supplier networks. International Journal of Production Economics, 90(1), 47-58. http://dx.doi.org/10.1016/j.ijpe.2004.02.007.

Handfield, R., Krause, D., Scannell, T., & Monckza, R. (2000). Avoid the pitfalls in supplier development. Sloan Management Review, 41(2), 37-49.

Hess, M. (2004). Spacial relationships? Towards a reconceptualization of embeddedness. Progress in Human Geography, 28(2), 165-186. http://dx.doi.org/10.1191/0309132504ph479oa.

Hoang, H., & Antoncic, B. (2003). Network-based research in entrepreneurship: a critical review. Journal of Business Venturing, 18(2), 165-187. http://dx.doi.org/10.1016/S0883-9026(02)00081-2.

Jericó, M. C., Peres, A. M., & Kurcgant, P. (2008). Estrutura organizacional do serviço de enfermagem: reflexões sobre a influência do poder e da cultura organizacional. Revista da Escola de Enfermagem da U S P., 42(3), 569-577. http://dx.doi.org/10.1590/S0080-62342008000300022. PMid:18856127.

Johnson, T. (2010). Nos Bastidores da Wikipédia Lusófona: percalços e conquistas de um projeto de escrita coletiva on-line. Rio de Janeiro: E-papers.

Khodabandehloo, A. (2014). Networking for regional development: a case study. EuroMed Journal of Business, 9(2), 149-163. http://dx.doi.org/10.1108/EMJB-10-2013-0045.

Khoja, F., Adams, J., & Kauffman, R. (2010). A temporal model of vertical relationships. Journal of Business-To-Business Marketing, 17(3), 279-307. http://dx.doi.org/10.1080/10517120903465368.

Kilduff, M., & Tsai, W. (2007). Social networks and organizations . London: Sage Publications.

Kim, D. Y. (2014). Understanding supplier structural embeddedness: a social network perspective. Journal of Operations Management, 32(5), 219-231. http://dx.doi.org/10.1016/j.jom.2014.03.005.

Kim, Y., Choi, T. Y., Yan, T., & Dooley, K. (2011). Structural investigation of supply networks: a social network analysis approach. Journal of Operations Management , 29(3), 194-211. https://doi.org/10.1016/j.jom.2010.11.001.

Kirchherr, W. (1992). Kolmogorov complexity and random graphs. Information Processing Letters, 41(3), 125-130. http://dx.doi.org/10.1016/0020-0190(92)90040-3.

Koufteros, X., Vickery, S. K., & Dröge, C. (2012). The effects of strategic supplier selection on buyer competitive performance in matched domains: does supplier integration mediate the relationships? The Journal of Supply Chain Management, 48(2), 93-115. http://dx.doi.org/10.1111/j.1745-493X.2012.03263.x.

Lechner, C., Frankenberger, K., & Floyd, S. W. (2010). Task contingencies in the curvilinear relationships between intergroup networks and initiative performance. Academy of Management Journal, 53(4), 865-889. http://dx.doi.org/10.5465/amj.2010.52814620.

Li, E., Liao, C., & Yen, H. (2013). Co-authorship networks and research impact: a social capital perspective. Research Policy, 42(9), 1515-1530. http://dx.doi.org/10.1016/j.respol.2013.06.012.

Liao, J., & Welsch, H. (2005). Roles of social capital in venture creation: key dimensions and research implications. Journal of Small Business Management, 43(4), 345-362. http://dx.doi.org/10.1111/j.1540-627X.2005.00141.x.

Lin, J. L., Fang, S. C., Fang, S. R., & Tsai, F. S. (2009). Network embeddedness and technology transfer performance in R&D consortia in Taiwan. Technovation, 29(11), 763-774. http://dx.doi.org/10.1016/j.technovation.2009.05.001.

Lopes, F. D., & Baldi, M. (2009). Redes como perspectiva de análise e como estrutura de governança: uma análise das diferentes contribuições. Revista de Administração Pública, 43(5), 1007-1035. http://dx.doi.org/10.1590/S0034-76122009000500003.

Marques, B. (2015). Colaborar para vencer: gerir parcerias nos seguros . Porto: Vida Económica.

Mckenna, R. (1992). Marketing de relacionamento: estratégias bem sucedidas para a era do cliente. Rio de Janeiro: Campus.

Michelon, G. A. (2015). Centralidade ponderada por potencial aplicada à replicação de dados em redes ad hoc móveis (Tese de doutorado). Curitiba: Pontifícia Universidade Católica do Paraná.

Miguel, P. A. C. (2007). Estudo de caso na engenharia de produção: estruturação e recomendações para sua condução. Produção , 17(1), 216-229. http://dx.doi.org/10.1590/S0103-65132007000100015.

Millington, A., Eberhardt, M., & Wilkinson, B. (2006). Supplier performance and selection in China. International Journal of Operations & Production Management , 26(2), 185-201. http://dx.doi.org/10.1108/01443570610641666.

Moran, P. (2005). Structural vs. relational embeddedness: social capital and managerial performance. Strategic Management Journal, 26(12), 129-1151. http://dx.doi.org/10.1002/smj.486.

Morrison, A., & Rabellotti, R. (2009). Knowledge and information networks in an Italian wine cluster. European Planning Studies, 17(7), 983-1006. http://dx.doi.org/10.1080/09654310902949265.

Mote, J. E. (2005). R&D ecology: using 2-mode network analysis to explore complexity in R&D environments. Journal of Engineering and Technology Management , 22(1-2), 93-111. http://dx.doi.org/10.1016/j.jengtecman.2004.11.004.

Muniady, R., Al Mamun, A., Mohamad, M. R., Permarupan, P. Y., & Zainol, N. R. B. (2015). The effect of cognitive and relational social capital on structural social capital and micro-enterprise performance. Sage Open, 5(4), 1-9. https://doi.org/10.1177/2158244015611187.

Nahapiet, J., & Ghoshal, S. (1998). Social capital, intellectual capital, and the organizational advantage. Academy of Management Review, 23(2), 242-266. http://dx.doi.org/10.5465/amr.1998.533225.

Nelson, R. (2001). On the shape of verbal networks in organizations. Organization Studies, 22(5), 797-823. http://dx.doi.org/10.1177/0170840601225003.

Oliver, A. L., & Ebers, M. (1998). Networking network studies: an analysis of conceptual configuration in the study of inter-organizational relationships. Organization Studies, 19(4), 549-583. http://dx.doi.org/10.1177/017084069801900402.

Parkhe, A., Wasserman, S., & Ralston, D. A. (2006). New frontiers in network theory development. Academy of Management Review, 31(3), 560-568. http://dx.doi.org/10.5465/amr.2006.21318917.

Pineyrua, D. G. F., Ferreira, M. P., & Biancolino, C. A. (2016). Aplicação da Análise de Redes Sociais em uma Instituição Pública: identificação de redes informais e grau de centralidade. Revista Espacios, 37(30), 12.

Polanyi, K. (1944). The great transformation: the political and economic origins of our time. New York: Farrar & Rinehart.

Polidoro Junior, F., Ahuja, G., & Mitchell, W. (2011). When the social structure overshadows competitive incentives: the effects of network embeddedness on joint venture dissolution. Academy of Management Journal, 54(1), 203-223. http://dx.doi.org/10.5465/amj.2011.59215088.

Prodanov, C. C., & Freitas, E. C. (2013). Metodologia do trabalho científico: métodos e técnicas da pesquisa e do trabalho acadêmico (2. ed.). Novo Hamburgo: Feevale.

Provan, K. G., Fish, A., & Sydow, J. (2007). Interorganizational Networks at the network level: a review of the empirical literature on whole networks. Journal of Management , 33(3), 479-516. http://dx.doi.org/10.1177/0149206307302554.

Rao, H., Davis, G. F., & Ward, A. (2000). Embeddedness, social identity, and mobility: why firms leave the NASDAQ and join the New York stock exchange. Administrative Science Quarterly, 45(2), 268-292. http://dx.doi.org/10.2307/2667072.

Rost, K. (2011). The strength of strong ties in the creation of innovation. Research Policy, 40(4), 588-604. http://dx.doi.org/10.1016/j.respol.2010.12.001.

Rowley, T., Behrens, D., & Krackhardt, D. (2000). Redundant governance structures: an analysis of structural and relational embeddedness in the steel and semiconductor industries. Strategic Management Journal, 21(3), 369-386. https://doi.org/10.1002/(SICI)1097-0266(200003)21:3<369::AID-SMJ93>3.0.CO;2-M.

Sacomano Neto, M. (2004). Redes: difusão do conhecimento e controle - um estudo de caso na indústria brasileira de caminhões (Tese de doutorado). Universidade Federal de São Carlos, São Carlos.

Sacomano Neto, M., & Truzzi, O. M. S. (2009). Posicionamento estrutural e relacional em redes de empresas: uma análise do consórcio modular da indústria automobilística. Gestão e Produção , 16(4), 598-611. http://dx.doi.org/10.1590/S0104-530X2009000400009.

Silva, G., & Heber, F. (2013). Ecologia Organizacional e Teoria de Redes: uma análise contemporânea da formação de APLS. Em pauta: Revista da Gestão e Regionalidade da USCS, 30(88), 34-48.

Simsek, Z., Lubatkin, M. H., & Floyd, S. W. (2003). Inter-firm networks and entrepreneurial behavior: a structural embeddedness perspective. Journal of Management , 29(3), 427-442. http://dx.doi.org/10.1016/S0149-2063(03)00018-7.

Sluzki, C. E. (1997). A rede social na prática sistêmica (Trad. Claudia Berliner). São Paulo: Casa do Psicólogo.

Swedberg, R. (2004). Sociologia econômica: hoje e amanhã. Sociologia econômica? Hoje e amanhã, 16(2), 7-34.

Tiwana, A. (2008). Do bridging ties complement strong ties? An empirical examination of alliance ambidexterity. Strategic Management Journal, 29(3), 251-272. http://dx.doi.org/10.1002/smj.666.

Tsai, W. (2001). Knowledge transfer in intraorganizational networks: effects of network position and absorptive capacity on business unit innovation and performance. Academy of Management Journal, 44(5), 996-1004.

Tsai, W., & Ghoshal, S. (1998). Social capital and value creation: the role of intrafirm networks. Academy of Management Journal, 41(4), 464-476.

Uzzi, B. (1996). The sources and consequences of embeddedness for the economic performance of organizations: the network effect. American Sociological Review , 61(4), 674-698. http://dx.doi.org/10.2307/2096399.

Van Eck, P. S., Jager, W., & Leeflang, P. S. H. (2011). Opinion leaders role in innovation diffusion: a simulation study. Journal of Product Innovation Management , 28(2), 187-203. http://dx.doi.org/10.1111/j.1540-5885.2011.00791.x.

Vasconcelos, G. M. R., & Oliveira, J. L. (2012). Imersão social e institucional e capacidades: o setor calçadista de Nova Serrena. Revista de Administração de Empresas, 52(5), 531-545.

Wasserman, S., & Faust, K. (1994). Social network analysis. Cambridge: Cambridge University Press. http://dx.doi.org/10.1017/CBO9780511815478.

Weick, K. E. (1995). Sensemaking in organizations. Thousand Oaks: SAGE.

Yang, H., Lin, Z., & Peng, M. W. (2011). Behind acquisitions of alliance partners: exploratory learning and network embeddedness. Academy of Management Journal, 54(5), 1069-1080. http://dx.doi.org/10.5465/amj.2007.0767.

Yin, R. K. (2001). Estudo de caso: planejamento e métodos (2. ed., Trad. Daniel Grassi). Porto Alegre: Bookman.

Zukin, S., & DiMaggio, P. (1994). Structures of capital: the social organization of economy. Cambridge: Cambridge University Press.
 

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