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Big data como Elemento Crítico para Performance em Organizações Orientadas para o Mercado
Resumo
A orientação para o mercado, que promove a aplicação de uma filosofia de atuação direcionada para o cliente, pode influenciar positivamente o desempenho das organizações. Nesse contexto, a quantidade e o fluxo de informação possui importância, considerando que é elemento fundamental para estabelecimento da inteligência de mercado que, por sua vez, é condição sine qua non para a orientação para ao mercado. Com o aumento da disponibilidade de dados desagregados e a evolução dos métodos para análise de tais informações, a capacidade de explorar grandes volume de dados (big data) torna-se relevante para suportar decisões de marketing. Diante disso, o presente artigo tem como objetivo estabelecer as bases teóricas para a determinação da relação entre as variáveis orientação para o mercado e desempenho organizacional moderada pela variável capacidade de uso de big data. Como resultado, é realizada a proposição de um framework que represente as relações entre as variáveis orientação para o mercado, desempenho organizacional e big data.
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Achrol, R. S.; Kotler, P. (1999). Marketing in the network economy. Journal of Marketing, 63, 146–163.
Babu, M. M., Liu, H., Jayawardhena, C., & Dey, B. L. (2019). Impact of market orientation on firm’s customer-based performance: the moderating role of employee orientation. Journal of Marketing Management, 35(7-8), 662-692.
Beath, C., Becerra-Fernandez, I., Ross, J., & Short, J. (2012). Finding value in the information explosion. MIT Sloan Management Review, 53, 18-20.
Biehn, N. (2013). The missing v’s in big data: viability and value. Wired. Recuperado de http://www.wired.com/insights/2013/05/the-missing-vs-in-big-data-viability-and-value/.
Biemans, W. G., Makovec Brenčič, M., & Malshe, A. (2010). Marketing–sales interface configurations in B2B firms. Industrial Marketing Management, 39(2), 183-194.
Brinker, S., & Mclellan, L. (2014). The rise of the chief marketing technologist. Harvard Business Review. Recuperado de https://hbr.org/2014/07/the-rise-of-the-chief-marketing-technologist.
Day, G. S. (1994). The capabilities of market-driven organizations. Journal of Marketing, 58, 37-52.
Day, G. S., & Wensley, R. (1988). Assessing advantage: a framework for diagnosing competitive superiority. Journal of Marketing, 52(2), 1-20.
Luca, L. M. de, Herhausen, D., Troilo, G., & Rossi, A. (2020). How and when do big data investments pay off? The role of marketing affordances and service innovation. Journal of the Academy of Marketing Science, 1-21.
Delone, W. H., & Mclean, E. R. (2003). The DeLone and McLean model of information systems success: a ten year update. Journal of Management Information Systems, 19(4), 9-30.
Delone, W. H. & Mclean, E. R. (1992). Information system success: the quest for dependent variable. Information System Research, 3(1), 60-95.
Deshpandé, R. & Far,ley, J. U. (1998). Measuring market orientation: generalization and synthesis. Journal of Market-Focused Management, 2(3), 213-232.
Deshpandé, R., & Farley, J. U. (2004). Organizational culture, market orientation, innovativeness, and firm performance: an international research odyssey. International Journal of Research in Marketing, 21, 3-22.
Deshpandé, R., & Webster, F. E. Jr. (1989). Organizational culture and marketing: defining the research agenda. Journal of Marketing, 53(1), 3-15.
Dess, G. G., & Robinson Jr., R. B. (1984). Measuring organizational performance in the absence of objective measures: the case of the privately held firm and conglomerate business unit. Strategic Management Journal, 5(3), 265-273.
Diamantopoulos, A., & Hart, S. (1993). Liking market orientation and company performance: preliminary evidence on Kohli and Jaworski’s framework. Journal of Strategic Marketing, 1(2), 93-121.
Felton, A. P. (1959). Making the marketing concept work. Harvard Business Review, 37, 55-65.
Gao, H., Xie, J., Wang, Q., & Wilbur, K. C. (2015). Should ad spending increase or decrease before a recall announcement? The marketing–finance interface in product-harm crisis management. Journal of Marketing, 79(5), 80-99.
Gatignon, H., & Xuereb, J. M. (1997). Strategic orientation of the firm and new product performance. Journal of Marketing Research, 34(1), 77-90.
Gebhardt, G. F., Carpenter, G. S., & Sherry, J. F. Jr. (2006). Creating a market orientation: a longitudinal, multiform, grounded analysis of cultural transformation. Journal of Marketing, 70(4), 37-55.
Gök, O., & Hacioglu, G. (2010). The organizational roles of marketing and marketing managers. Marketing Intelligence & Planning, 28(3), 291–309.
Goodhue, D. L., & Thompson, R. L. (1995). Task-Technology fit and individual performance. MIS Quarterly, 19(2), 213-236.
Grewal, R., Chandrashekaran, M., Johnson, J. L., & Mallapragada, G. (2013). Environments, unobserved heterogeneity, and the effect os market orientation on outcomes for high-tech firms. Journal of the Academy of Marketing Science, 41(2), 206-233.
Homburg, C., Artz, M., & Wieseke, J. (2012). Marketing performance measurement systems: does comprehensiveness really improve performance? Journal of Marketing, 76(3), 56-77.
Hutt, M. D. (1995). Cross-functional working relationships in marketing. Journal of the Academy Marketing Science, 23(4), 351-357.
Kirca, A. H., Jayachandran, S., & Bearden, W. O. (2005). Market orientation: a meta-analytic review and assessment of its antecedents and impact on performance. Journal of Marketing, 69(2), 24-41.
Kohli, A. J., & Jaworski, B. J. (1990). Market orientation; the construct, research propositions, and managerial implications. Journal of Marketing, 54(2), 1-18.
Kumar, N. (2004). Marketing como estratégia: uma orientação inovadora e comprovada para o crescimento e a inovação. Rio de Janeiro: Elsevier.
Kumar, V. (2018). Transformative marketing: the next 20 years. Journal of Marketing, 82(4), 1-12
Kumar, V., Jones, E., Venkatesan, R., & Leone, R. P. (2011). Is market orientation a source of sustainable competitive advantage or simply the cost of competing? Journal of Marketing, 75(1), 16–30.
Kumar, V., & Reinartz, W. (2016). Creating enduring customer value. Journal of Marketing, 80(6), 36-68.
Lam, S. K., Kraus, F., & Ahearne, M. (2010). The Diffusion of market orientation throughout the organization: a social learning theory perspective. Journal of Marketing, 74(5), 61-79.
Maltz, E., & Kohli, A. J. (2000). Reducing marketing’s conflict with other functions: the differential effects of integrating mechanisms. Journal of the Academy of Marketing Science, 28(4), 479-492.
Maltz, E., & Kohli, A. J. (1996). Market intelligence dissemination across functional boundaries. Journal of Marketing Research, 33(1), 47-61.
Matsuno, K., Mentzer, J. T., &Rentz, J. O. (2005). A conceptual and empirical comparison of three market orientation scales. Journal of Business Research, 58(1), 1-8.
McGuire, T., Manyik, J., & Chui, M. (2012). Why big data is the new competitive advantage. Ivey Business Journal. Recuperado de https://iveybusinessjournal.com/publication/why-big-data-is-the-new-competitive-advantage/,
Mckinsey [Global Institute]. (2012). Big Data: the next frontier for innovation, competition and productivity. McKinsey and Company Review.
Parise, S., Iyer, B., & Verset, D. (2012). Four strategies to capture and create value from big data. Ivey Business Journal. Recuperado de https://iveybusinessjournal.com/publication/four-strategies-to-capture-and-create-value-from-big-data/.
Micheels, E. T., & Gow, H. (2012). The effect of alternative market orientation strategies of firm performance. International Journal of Marketing Studies, 4(3), 2-15.
Montgomery, D. B., & Webster Jr., F. E. (1997). Marketing’s inter-functional interfaces: the MSI Workshop on Management of Corporate Fault Zones. Journal of Market Focused Management, 2(1), 7-26.
Morgan, N. A., Vorhies, D. W., & Mason, C. H. (2009). Market orientation, marketing capabilities and firm performance. Strategic Management Journal, 30(8), 909-920.
Müller, O., Fay, M., & vom Brocke, J. (2018). The effect of big data and analytics on firm performance: an econometric analysis considering industry characteristics. Journal of Management Information Systems, 35(2), 488–509.
Narver, J. C., & Slater, S. F. (1990). The effect of a market orientation on business profitability. Journal of Marketing, 54(4), 20-35.
Paim, N. A., Lara, J. E., & Christino, J. M. M. (2011). Relações quantitativas entre om, desempenho organizacional e a percepção externa de sucesso em instituições de pesquisas tecnológicas afiliadas à ABIPTI. Revista de Administração Contemporânea, 15(6), 1059-1077.
Ruekert, R. W., & Walker, O. C. (1987). Marketing’s interaction with other functional units: a conceptual framework and empirical evidence. Journal of Marketing, 51(1), 233-248.
Sidhu, B. K., & Roberts, J. H. (2008). The marketing accounting interface - lessons and limitations. Journal of Marketing Management, 24(7-8), 669-686.
Silva, J. C. P. da, Paiva, L. E. B., & Lima, T. C. B. de. (2019). Entre competências e informações: um estudo com gestores de tecnologia da informação. Revista de Administração IMED, 9(1), 3-7.
Slater, S. F., & Narver, J. C. (1994). Does competitive environment moderate the market orientation-performance relationship? Journal of Marketing, 58(1), 46-55.
Smith, T. M., Gopalakrishna, S., & Chatterjee, R. A. (2006). Three-stage model of integrated marketing communications at the marketing–sales interface. Journal of Marketing Research, 43(4), 564-579.
Tajeddini, K., Trueman, M., & Larsen, G. (2006). Examining the effect of market orientation on innovativeness. Journal of Marketing Management, 22(5-6), 529-551.
Tambe, P. (2014). Big data investment, skills, and firm value. Management Science, 60(6), 1452–1469.
Taurion, C. (2012). O caos conceitual e os 5 Vs do big data. Recuperado de http://cio.uol.com.br/opiniao/2012/05/11/o-caos-conceitual-e-os-5-vs-do-big-data.
Urde, M., Baumgarth, C., & Merrilees, B. (2013). Brand orientation and market orientation – from alternatives to synergy. Journal of Business Research, 66(1), 13-20.
Vargas-Hernández, J. G., & Garcia, F. C. (2018). The link between a firm’s internal characteristics and performance: GPTW & VRIO dimension analysis. Revista de Administração IMED, 8(2), 222-235.
Voss, G. B., & Voss, Z. G. (2000). Strategic orientation and firm performance in an artistic environment. Journal of Marketing, 64(1), 67-83.
Wamba, S. F., Gunasekaran, A., Akter, S., Ren, S. J. F., Dubey, R., & Childe, S. J. (2017). Big data analytics and firm performance: effects of dynamic capabilities. Journal of Business Research, 70(1), 356–365.
Wedel, M., & Kannan, P. K. (2016). Marketing analytics for data-rich environments. Journal of Marketing, 80(6), 97-121.
Zhou, K. Z., Li, J. J., Zhou, N., & Su, C. (2008). Market orientation, job satisfaction, product quality, and firm performance: evidence from China. Strategic Management Journal, 29(9), 985-1000.
Zinkhan, G. M., & Verbrugge, J. A. (2000). The marketing/finance interface: two divergent and complementary views of the firm. Journal of Business Research, 50(2), 143-148.
DOI: https://doi.org/10.18256/2237-7956.2020.v10i2.4280
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Direitos autorais 2021 Eduardo Rech, Gilmar D'Agostini Oliveira Casalinho, Rodrigo Heldt da Silveira
Revista de Administração IMED (RAIMED) ISSN: 2237-7956 Programa de Pós-Graduação em Administração (PPGA/Atitus)
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