Consumer & market insights (CMI) in the data age: an epistemological analysis of market research, consumption heuristics, and predictive intelligence

Consumer & market insights (CMI) in the data age: an epistemological analysis of market research, consumption heuristics, and predictive intelligence

Authors

  • Mariana Ugo Luques  Leal ECA-USP Author

DOI:

https://doi.org/10.51473/rcmos.v1i1.2025.2181

Keywords:

Consumer Insights. Market Research. Behavioral Economics. Predictive Intelligence. Corporate Strategy.

Abstract

The metamorphosis of human behavior in a hyperconnected society requires market research to transcend its traditional methodological boundaries to incorporate the analytical rigor of data science and cognitive psychology. This scientific article proposes a theoretical investigation into the evolution of Consumer & Market Insights (CMI) as a vector of strategic governance in global corporations. The methodology is based on a systematic bibliographic review, correlating Malhotra's (2019) classical research theories with Kahneman's (2011) behavioral economics axioms and Davenport's (2014) analytical intelligence paradigms. The study dissects the epistemological transition from analog to digital methodologies, the role of CMI in mitigating innovation risks, the triangulation of advanced qualitative-quantitative methods, the impact of heuristics on purchasing decisions, and the application of machine learning in trend prescription. The results demonstrate that contemporary market research is no longer a retrospective diagnostic tool, acting instead as the central nervous system of organizations. It is concluded that building sustainable competitive advantage depends on the ability to translate metadata into actionable intelligence, subordinating product development to the decoding of consumer behavior. 

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Author Biography

  • Mariana Ugo Luques  Leal, ECA-USP

    Bacharel em Propaganda, Publicidade e Criação com ênfase em Marketing pela Universidade Presbiteriana Mackenzie. - Especialista em Pesquisa de Mercado Aplicada em Comunicações pela Escola de Comunicações e Artes da Universidade de São Paulo (ECA-USP). - Especialista em Consumer & Market Insights (CMI) e Inteligência Preditiva. 

References

AAKER, D. A.; KUMAR, V.; DAY, G. S. Pesquisa de marketing. 11. ed. São Paulo: Atlas, 2015.

CRESWELL, J. W.; CLARK, V. L. P. Designing and conducting mixed methods research. 3. ed. Thousand Oaks: SAGE Publications, 2017.

DAVENPORT, T. H. Big data @ work: dispelling the myths, uncovering the opportunities. Boston: Harvard Business Review Press, 2014.

KAHNEMAN, D. Rápido e devagar: duas formas de pensar. Rio de Janeiro: Objetiva, 2011.

KOTLER, P.; KARTAJAYA, H.; SETIAWAN, I. Marketing 5.0: tecnologia para a humanidade. Rio de Janeiro: Sextante, 2021.

KOZINETS, R. V. Netnography: the essential guide to qualitative social media research. 3. ed. London: SAGE Publications, 2020. DOI: https://doi.org/10.4324/9781003001430-2

MALHOTRA, N. K. Pesquisa de marketing: uma orientação aplicada. 7. ed. Porto Alegre: Bookman, 2019.

MAYER-SCHÖNBERGER, V.; CUKIER, K. Big data: a revolution that will transform how we live, work, and think. New York: Houghton Mifflin Harcourt, 2013. DOI: https://doi.org/10.25620/e140428

Published

2025-07-26

How to Cite

LEAL, Mariana Ugo Luques . Consumer & market insights (CMI) in the data age: an epistemological analysis of market research, consumption heuristics, and predictive intelligence: Consumer & market insights (CMI) in the data age: an epistemological analysis of market research, consumption heuristics, and predictive intelligence. Multidisciplinary Scientific Journal The Knowledge, Brasil, v. 1, n. 1, 2025. DOI: 10.51473/rcmos.v1i1.2025.2181. Disponível em: https://submissoesrevistarcmos.com.br/rcmos/article/view/2181. Acesso em: 2 apr. 2026.