Application of neuromarketing tools for marketing research

Authors

  • Juan José Blázquez-Resino Universidad de Castilla-La Mancha
  • Miguel Ángel García Bravo Universidad de Castilla-La Mancha

DOI:

https://doi.org/10.37467/revvisual.v9.3581

Keywords:

Marketing, Neuromarketing, Brain, Consumer, FMRi, Neuroscience, PET

Abstract

Neuromarketing has formed an emerging area capable of establishing links between the study of consumer behaviour and neuroscience, based on technological innovations and neuroimaging technologies with capacity of obtaining brain´s data. The application of neuroimaging technologies in market research has led to a new universe of action in terms of information collection. The present study aims to carry out an analysis of the different neuroimaging tools, based on a methodology of analysis of theoretical elements combined with the study of specific cases.

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References

Aguilera Hernández, P., & Alquisiras Burgos, I. (2017). La glucosa en el cerebro. Ciencia y Desarrollo. https://bit.ly/3yfw09z DOI: https://doi.org/10.21892/9786075254395

Alonso López, M. (2013). La influencia de los mecanismos reguladores de las emociones en la toma de decisión de compra en hombres: un estudio con resonancia magnética funcional por imagen. [Tesis doctoral] Universidad Complutense de Madrid. https://bit.ly/3bRXN8w

Álvarez, R. (2017). Neuromarketing: Exploración sobre cómo tomamos las decisiones. Strategia, 27, 69-70. https://bit.ly/3RdGJKc

Arango, S., Maturana, M., & Ruiz, L. (2018). Identificación de patrones emocionales básicos en publicidad audiovisual utilizando modelos vectoriales por adaptación. KnE Engineering, 3(2), 574-584. https://doi.org/10.18502/keg.v3i1.1461 DOI: https://doi.org/10.18502/keg.v3i1.1461

Ariely, D., & Berns, G. S. (2010). Neuromarketing: The hope and hype of neuroimaging in business. Nature Reviews Neuroscience, 11(4), 284-292. https://doi.org/10.1038/nrn2795 DOI: https://doi.org/10.1038/nrn2795

Banks, S., Bellerose, J., Douglas, D., & Jones-Gotman, M. (2012). Bilateral skin conductance responses to emotional faces. Applied Psychophysiology and Biofeedback, 37(3), 145-152. https://doi.org/10.1007/s10484-011-9177-7 DOI: https://doi.org/10.1007/s10484-011-9177-7

Baraybar, A., Baños, M., Barquero, Ó., Goya, R., & De la Morena, A. (2017). Evaluación de las respuestas emocionales a la publicidad televisiva desde el Neuromarketing. Comunicar, 52(3), 19-28. https://doi.org/10.3916/C52-2017-02 DOI: https://doi.org/10.3916/C52-2017-02

Bradley, M. M., Miccoli, L., Escrig, M. A., & Lang, P. J. (2013). The pupil as a measure of emotional arousal and autonomic activation. Psychophysiology, 45(4), 602-607. https://doi.org/10.1111/j.1469-8986.2008.00654.x DOI: https://doi.org/10.1111/j.1469-8986.2008.00654.x

Bruce, A., Bruce, J., Black, W., Lepping, R. Henry, J., Bradley, C., Cherry, J., Martin L., Papa, V., David, A., William M. Brooks, W., & Savage, C. (2014). Branding and a Child’s Brain: An fMRI Study of Neural Responses to Logos. Social Cognitive and Affective Neuroscience, 9(1), 118–22. https://doi.org/10.1093/scan/nss109 DOI: https://doi.org/10.1093/scan/nss109

Butler, M. J. (2008). Neuromarketing and the perception of knowledge. Journal of Consumer Behaviour. 7(4-5), 415-419. https://doi.org/10.1002/cb.260 DOI: https://doi.org/10.1002/cb.260

Cacioppo, J. T., Petty, R. E., Losch, M. E., & Kim, H. S. (1986). Electromyographic activity over facial muscle regions can differenciate the valence and intensity of affective reactions. Journal of Personality and Social Psychology, 50(2), 260-268. https://doi.org/10.1037/0022-3514.50.2.260 DOI: https://doi.org/10.1037/0022-3514.50.2.260

Cartocci, G., Caratù, M., Modica, E., Maglione, A. G., Rossi, D., Cherubino, P., & Babiloni, F. (2017). Electroencephalographic, Heart Rate, and Galvanic Skin Response Assessment for an Advertising Perception Study: Application to Antismoking Public Service Announcements. Journal of Visualized Experiments, 126, e55872. https://doi.org/10.3791/55872 DOI: https://doi.org/10.3791/55872

Castro Arbeláez, M. A. (2019). Áreas de Brodmann: características y funciones. https://bit.ly/3R9d8lb

Coan, J.A., & Allen, J. J. (2004), Frontal EEG asymmetry as a moderator and mediator of emotion. Biological Psychology, 67(1-2), 7-50. https://doi.org/10.1016/j.biopsycho.2004.03.002 DOI: https://doi.org/10.1016/j.biopsycho.2004.03.002

Cuervo Díez, M. (2012), El Poder del Color. [Trabajo Fin de Grado] Universidad de León. https://bit.ly/2J4tuHE

Cuns, M. C., Pollán, M. E.., & Amboage, E. S. (2019). The generation of experiences as a differentiating strategic factor in the design of products: An approach from Neuromarketing”, 14th Iberian Conference on Information Systems and Technologies, CISTI, 1-5. https://doi.org/10.23919/CISTI.2019.8760642 DOI: https://doi.org/10.23919/CISTI.2019.8760642

Cuthbert, B. N., Bradley, M. & Lang, P. (1996). Probing picture perception: activation and emotion. Psychophysiology, 33(2), 103-111. https://doi.org/10.1111/j.1469-8986.1996.tb02114.x DOI: https://doi.org/10.1111/j.1469-8986.1996.tb02114.x

Davidson, R. J. (1998). Affective style and affective disorders: perspectives from affective neuroscience. Cognition and Emotion, 12(3), 307-330. https://doi.org/10.1080/026999398379628 DOI: https://doi.org/10.1080/026999398379628

Davidson, R. J., Ekman, P., Saron, C. D., Senulis, J. A., & Friesen, W. V. (1990). Approach-withdrawal and cerebral asymmetry: Emotional expression and brain physiology. Journal of Personality and Social Psychology, 58(2), 330–341. https://doi.org/10.1037/0022-3514.58.2.330 DOI: https://doi.org/10.1037/0022-3514.58.2.330

Davidson, R. J., & Irwin, W. (1999). The functional neuroanatomy of emotion and affective style. Trends in Cognitive Sciences, 3 (1), 1-21. https://doi.org/10.1016/S1364-6613(98)01265-0 DOI: https://doi.org/10.1016/S1364-6613(98)01265-0

Davidson, R. J., & Hugdahl, K. (1996). Brain Asymmetry. MIT Press.

Devlin, H., Clare, S. & Tracey, I. (2019). Introduction to FMRI. Medical Science Division of University of Oxford. https://bit.ly/3ahnAX6

Díaz Robredo, L. A., & Robles Sánchez, J. I. (2018). La actividad electrodérmica de la piel como indicador de activación psicofisiológica en pilotos de caza españoles: un estudio preliminar. Sanidad Militar, 74(1), 7-12. https://dx.doi.org/10.4321/s1887-85712018000100002

Ekman, P., & Friesen, W. V. (1971). Constants across cultures in the face and emotion. Journal of Personality and Social Psychology, 17(2), 124-129. https://doi.org/10.1037/h0030377 DOI: https://doi.org/10.1037/h0030377

Fortunato, V., Giraldi, J., & Caldeira de Oliveira, J. (2014). A review of studies on Neuromarketing: Practical results, techniques, contributions and limitations. Journal of Management Research, 6(2), 201-220. https://doi.org/10.5296/jmr.v6i2.5446 DOI: https://doi.org/10.5296/jmr.v6i2.5446

García-Porrero Pérez, J. A., & Hurlé González, J. M. (2015). Neuroanatomía Humana. Editorial Médica Panamericana.

Gottfried, J. A., & Dolan, R. J. (2003). The nose smells what the eye sees: crossmodal visual facilitation of human olfactory perception. Neuron, 39(2), 375-386. https://doi.org/10.1016/S0896-6273(03)00392-1 DOI: https://doi.org/10.1016/S0896-6273(03)00392-1

Hess, E. H. (1972). Pupilometircs. En N. Greenflield & R. Sternbach (Eds), Handbook of Psychophysiology (pp. 491-531). Holt, Rinehart and Winston.

Jacob, R., & Karn, K. S. (2003). Eye tracking in human computer interaction and usability research: ready to deliver the promises. En J. Hyöna, R. Racach & H. Deubel (Eds), The Mind´s Eye: Cognitive and Applied Aspects of Eye Movement Research (pp. 573-605). Elsevier. https://doi.org/10.1016/B978-044451020-4/50031-1 DOI: https://doi.org/10.1016/B978-044451020-4/50031-1

Jadhav, N., Manthalkar, R., & Joshi, Y. (2017). Effect of Meditation on Emotional Response: An EEG-Based Study. Biomedical Signal Processign and Control, 34, 101-13. https://doi.org/10.1016/j.bspc.2017.01.008 DOI: https://doi.org/10.1016/j.bspc.2017.01.008

Jairo A. Rodas, & Montoya Restrepo, L. A. (2019). Medición y Análisis de Anuncios Publicitarios en Televisión con base en las Herramientas EyeTracking y FaceReader. Información Tecnológica. 30(2), 3-10. http://dx.doi.org/10.4067/S0718-07642019000200003 DOI: https://doi.org/10.4067/S0718-07642019000200003

Kahneman, D., & Beatty, J. (1966). Pupil diameter and load memory. Science, 154(3756), 1583-1585. https://doi.org/10.1126/science.154.3756.1583 DOI: https://doi.org/10.1126/science.154.3756.1583

Kassam, K. S., Markey, A. R., Cherkassky, V. L., Loewenstein, G., & Just, M. A. (2013). Identifying emotions on the basis of neuronal activation. PloS One, 8(6), e66032. https://doi.org/10.1371/journal.pone.0066032 DOI: https://doi.org/10.1371/journal.pone.0066032

Klebba, J. (1985). Physiological measures of research: a review of brain activity. Electrodermal Response, pupil dilation, ad voice analysis methods and studies. Current Issues and Research in Advertising, 8(1), 53-76.

Klimesch, W. (1999). EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis. Brain Research Review, 29(2-3), 169-195. https://doi.org/10.1016/S0165-0173(98)00056-3 DOI: https://doi.org/10.1016/S0165-0173(98)00056-3

Lang, A. (1990). Involuntary Attention and Physiological Arousal evoked by structural features and emotional content in TV commercials. Communication Research, 17(3), 275-299. https://doi.org/10.1177/009365090017003001 DOI: https://doi.org/10.1177/009365090017003001

Lee, N., Broderick, A. J., & Chamberlain, L. (2007). What is “Neuromarketing”? A discussion and agenda for future research. International Journal of Psychophysiology, 63(2), 199–204. https://doi.org/10.1016/j.ijpsycho.2006.03.007 DOI: https://doi.org/10.1016/j.ijpsycho.2006.03.007

Li, S., Scott, N., & Walters, G. (2015). Current and potential methods for measuring emotion in tourism experiences: a review. Current Issues in Tourism, 18(9), 805-827. https://doi.org/10.1080/13683500.2014.975679 DOI: https://doi.org/10.1080/13683500.2014.975679

Lindstrom, M. (2009). Buyology. How everything we believe about why we buy is wrong. Random House Bussiness Books.

Lindstrom, M. (2006). Brand Sense: How to Build Powerful Brands Through Touch, Taste, Smell, Sight and Sound. Strategic Direction, 22(2). https://doi.org/10.1108/sd.2006.05622bae.001 DOI: https://doi.org/10.1108/sd.2006.05622bae.001

McClure, S., Li, J., Tomlin, D., Cypert, K., Montague, L., & Montague, P. (2004). Neural correlates of behavioral preference for culturally familiar drinks. Neuron, 44(2), 379-387. https://doi.org/10.1016/j.neuron.2004.09.019 DOI: https://doi.org/10.1016/j.neuron.2004.09.019

Morena Gómez, A. (2016). Neuromarketing y nuevas estrategias de mercadotecnia: análisis de la eficiencia publicitaria en la diferenciación de género y la influencia del marketing sensorial y experiencial en la decisión de compra. [Tesis doctoral] Universidad Complutense de Madrid. https://bit.ly/3Apt9O5

Monge, S., & Fernández, V. (2011). Neuromarketing: tecnologías, mercado y retos. Pensar la Publicidad, 5(2), 19-42.https://doi.org/10.5209/rev_PEPU.2011.v5.n2.37862 DOI: https://doi.org/10.5209/rev_PEPU.2011.v5.n2.37862

Morin, C. (2011). Neuromarketing: The new science of consumer behavior. Symposium: Consumer Culture in Global Perspective, 48, 131-135. https://doi.org/10.1007/s12115-010-9408-1 DOI: https://doi.org/10.1007/s12115-010-9408-1

Murata, A., Saito, H., Schug, J., Ogawa, K., & Kameda, T. (2016). Spontaneous facial mimicry is enhanced by the goal of inferring emotional states: evidence for moderation of automatic mimicri by higher cognitive processed. PloS One, 11(4), e0153128. https://doi.org/10.1371/journal.pone.0153128 DOI: https://doi.org/10.1371/journal.pone.0153128

Niño, J. I., Cambra, U. C., & Martínez, L. M. (2019). Publicidad in-game (IGA): un análisis exploratorio de patrones de personalidad y de respuesta biométrica mediante expresión facial, GSR y eye-tracking. Revista Prisma Social, 26, 116-130.

Randall, K. (2009), Neuromarketing Hope and Hype: 5 Brands Conducting Brain Research. FastCompany. https://bit.ly/3yiFYaj

Renvoisé, P. (2013). Neuromarketing: el nervio de la venta. Editorial UOC.

Rodríguez Fuertes, A. (2018). Análisis de las emociones generadas durante la experiencia sanitaria del paciente mediante la aplicación de técnicas de Neuromarketing. [Tesis doctoral] Universidad de Alcalá. https://bit.ly/3bT5kUz

Shahab, A., & Frasson, C. (2017). Using Electroencephalograms to interpret and monitor the emotions. En International Conference on Brain Function Assessment in Learning (pp. 192-202). Springer. DOI: https://doi.org/10.1007/978-3-319-67615-9_18

Smidts, A. (2002), Kijken in Het Brein: Over De Mogelijkheden Van Neuromarketing. ERIM Report Series, EIA-2002-012-MKT. https://bit.ly/3Igp1Sg

Smidt, A. (2012). Neuromarketing World Forum 2012: Por qué es efectiva la publicidad con famosos, MarketingDirecto. https://bit.ly/3P9Fg61

Vecchiato, G., Astolfi, L., De Vico, F., Cincotti, F., Mattia, D., Salinari, S., Soranzo, R., & Babiloni, F. (2010) Changes in brain activity during the observation of TV commercials by using EEG, GSR and HR Measurements. Brain Topography, 23, 165-179. https://doi.org/10.1007/s10548-009-0127-0 DOI: https://doi.org/10.1007/s10548-009-0127-0

Vecchiato, G., Astolfi, L., De Vico Fallani, F., Toppi, J., Aloise, F., Bez, F., Wei, D., Kong, W., Dai, J., Cincotti, F., Mattia, D., & Babiloni, F. (2011). On the use of EEG or MEG Brain imagining tools in Neurmarketing research. Computational Intellligence and Neuroscience, 2011, 643489. https://doi.org/10.1155/2011/643489 DOI: https://doi.org/10.1155/2011/643489

Villar, M., Villagra, F., Vidorreta, M., & Pastor, M. (2014). Dispositivo de Resonancia Magnética Funcional para examinar la activación cerebral relacionada con el Strepping. IEEE Transactions on Medical Imaging, 33, 1044-1053. DOI: https://doi.org/10.1109/TMI.2014.2301493

Vlâsceanu, S. (2014), Neuromarketing and evaluation of cognitive and emotional responses of consmers to marketing stimuli. Procedia - Social and Behavioral Sciences, 127, 753-757. https://doi.org/10.1016/j.sbspro.2014.03.349 DOI: https://doi.org/10.1016/j.sbspro.2014.03.349

Zeliha, E., Bahar, F., & Tolon, M. (2011). Perceptions of Marketing Academics, Neurologists and Marketing Proffesionals about Neuromarketing. Journal of Marketing Management, 27(7-8), 854-868. https://doi.org/10.1080/02672571003719070 DOI: https://doi.org/10.1080/02672571003719070

Published

2022-11-07

How to Cite

Blázquez-Resino, J. J., & García Bravo, M. Ángel. (2022). Application of neuromarketing tools for marketing research. VISUAL REVIEW. International Visual Culture Review Revista Internacional De Cultura Visual, 10(2), 1–16. https://doi.org/10.37467/revvisual.v9.3581