Neuromarketing: sus implicaciones, retos y promesas en la educacin superior

 

Neuromarketing: its implications, challenges and promises in higher education

 

Neuromarketing: suas implicaes, desafios e promessas no ensino superior

 

Santiago Pal Valdiviezo-Castro I
santiagovaldiviezoc@gmail.com
https://orcid.org/0009-0008-6085-6261
Jos Luis Andrade-Mendoza II
Jose.andrade@espoch.edu.ec
https://orcid.org/0000-0003-3317-7219
 

 

 

 

 

 

 

 

 

 

 


Correspondencia: santiagovaldiviezoc@gmail.com

 

 

Ciencias de la Educacin

Artculo de Investigacin

 

 

* Recibido: 21 de abril de 2025 *Aceptado: 20 de mayo de 2025 * Publicado: 28 de junio de 2025

 

        I.            Escuela de Posgrados Escuela Superior Politcnica de Chimborazo, Ecuador.

      II.            Escuela Superior Politcnica de Chimborazo. Riobamba, Ecuador.


Resumen
El neuromarketing es un campo de la investigacin de mercados que estudia la capacidad de resolver problemas mediante la percepcin, las actitudes y las respuestas cognitivas y afectivas de los consumidores a los estmulos de marketing. La venta consultiva sugiere que la experiencia de compra del cliente se gestiona mediante el comportamiento del vendedor y las estrategias de marketing en tienda, y que el cliente participa paso a paso. El neuromarketing ofrece excelentes maneras de interpretar la mente, los intereses y las preferencias de los consumidores, lo que permite a los profesionales del marketing realizar estrategias de marketing dirigidas y efectivas. La tecnologa ofrece acceso directo a los centros de decisin del cerebro, lo que puede tener un impacto positivo en el proceso de compra de un producto. Para su anlisis a fondo, se recopilaron 25 publicaciones cientficas de los ltimos 15 aos. Para una mejor comprensin, se abordan temas relevantes para el estudio del neuromarketing y su implicacin en el sector productivo y acadmico.

Palabras clave: neuromarketing; educacin superior; consumidor; mercado; desafos.

 

Abstract

Neuromarketing is a field of market research that studies the ability to solve problems through consumers' perceptions, attitudes, and cognitive and affective responses to marketing stimuli. Consultative selling suggests that the customer's shopping experience is managed through salesperson behavior and in-store marketing strategies, with the customer participating step by step. Neuromarketing offers excellent ways to interpret consumers' minds, interests, and preferences, allowing marketers to develop targeted and effective marketing strategies. Technology offers direct access to the brain's decision-making centers, which can have a positive impact on the product purchasing process. For an in-depth analysis, 25 scientific publications from the last 15 years were compiled. For a better understanding, topics relevant to the study of neuromarketing and its implications for the productive and academic sectors are addressed.

Keywords: neuromarketing; higher education; consumer; market; challenges.

 

Resumo

Neuromarketing uma rea da pesquisa de mercado que estuda a capacidade de resolver problemas por meio das percepes, atitudes e respostas cognitivas e afetivas dos consumidores a estmulos de marketing. A venda consultiva sugere que a experincia de compra do cliente gerenciada por meio do comportamento do vendedor e de estratgias de marketing na loja, com a participao gradual do cliente. O neuromarketing oferece excelentes maneiras de interpretar a mente, os interesses e as preferncias dos consumidores, permitindo que os profissionais de marketing desenvolvam estratgias de marketing direcionadas e eficazes. A tecnologia oferece acesso direto aos centros de deciso do crebro, o que pode ter um impacto positivo no processo de compra de produtos. Para uma anlise aprofundada, foram compiladas 25 publicaes cientficas dos ltimos 15 anos. Para melhor compreenso, so abordados tpicos relevantes para o estudo do neuromarketing e suas implicaes para os setores produtivo e acadmico.

Palavras-chave: neuromarketing; ensino superior; consumidor; mercado; desafios.

 

Introduction

Neuromarketing has emerged as an innovative discipline that fuses marketing principles with advances in neuroscience, offering a deeper understanding of consumer behavior. In a context where purchasing decisions are increasingly complex and influenced by emotional and cognitive factors, neuromarketing is presented as a crucial tool for higher education institutions. This article proposes to carry out an exhaustive bibliographic review on the implications, challenges and promises of neuromarketing in this field.

Higher education faces significant challenges in a competitive environment, where student recruitment and retention have become strategic priorities. In this sense, neuromarketing offers a unique approach that allows institutions to better understand the motivations and emotions of potential students when choosing a career or university. Through techniques such as functional magnetic resonance imaging and electroencephalography (EEG), it is possible to analyze how academic and communication stimuli affect the perception and decision of young people.

However, the implementation of neuromarketing in higher education is not without challenges. There are ethical concerns about the use of techniques that may manipulate consumer decisions, as well as the need to train academic staff in these new methodologies. Despite these challenges, the promises of neuromarketing are significant; not only can it improve the effectiveness of advertising campaigns, but it can also contribute to creating more engaging and personalized educational experiences.

 

Metodology

This study is based on a review of the available literature and an exploratory analysis of the main neuromarketing tools currently used. Technologies such as EEG, MEG, fMRI, and eye tracking were analyzed, along with studies on their impact on predicting consumer behavior. In addition, reports on the adoption of neuromarketing in emerging economies such as India were reviewed, evaluating the effect of these technologies on purchasing decision-making.

Various sources were used to locate the bibliographic documents. A bibliographic search was also conducted in May 2024.

In the process of collecting information, between 85 and 16 entries were recorded by combining various keywords. Additionally, a search was conducted in "Google Scholar" with the same terms. Those documents that discussed the formal elements that a bibliographic review should include were chosen, as well as the critical reading of documents, the phases involved in preparing a bibliographic review, and the construction of mental or conceptual maps. This systematic approach is crucial to establish a solid framework in the context of neuromarketing, where a deep understanding of the existing literature is essential to advance this emerging discipline.

                    Identify the relevant aspects that are known, as well as those that are unknown and those that generate controversy on the analyzed topic.

                    Identify the variables related to the research of the topic.

                    Recognize the theories developed in relation to the topic.

 

Table No. 1 Articles with Qualitative aspect

No.

 

Year

Article Title

Article Quote (APA)

Aspect

Study Features

 

1

2007

What is

neuromarketing? A discussion and agenda for future research

Lee, N., Broderick, A., y Chamberlain, L. (2007). Qu es el "neuromarketing"? Una discusin y una agenda para futuras investigaciones. Revista internacional de psicofisiologa: revista oficial de la Organizacin Internacional de Psicofisiologa, 63(2), 199-204. https://doi.org/10.1016/J.IJPSYCHO.2006.03.007

Qualitative

Exploratory approach to define the concept of neuromarketing, based on a literature review and conceptualization from neuroscience and neuroeconomics. Mainly qualitative analysis with theoretical discussion.

2

2010

Professionals' perceptions of advertising strategies for digital media

Truong, Y., McColl, R., y Kitchen, P. (2010). Percepciones de los profesionales sobre las estrategias publicitarias para los medios digitales. Revista Internacional de Publicidad, 29, 709 - 725.

https://doi.org/10.2501/S0265048710201439

Qualitative

Qualitative study based on 21 in-depth interviews with digital advertising

professionals, identifying key trends such as permissionbased advertising, personalization and greater interactivity.

3

2019

Digital advertising: present and future perspectives

Lee, H., y Cho, C. (2019). Publicidad digital: perspectivas presentes y futuras. Revista Internacional de Publicidad, 39, 332 - 341.

https://doi.org/10.1080/02650487.2019.1642015

Qualitative

Qualitative study exploring key trends in digital advertising such as the use of artificial intelligence and big data, and proposing topics for future research.

4

2020

Turismo

Comunitario en Ecuador:

Emprendimientos

Comunitarios de las

Redes Provinciales y

Cantonales

Maldonado-Erazo, C., Ro-Rama, M., NoboaVian, P., y lvarezGarca, J. (2020). Turismo

Comunitario en el Ecuador: Emprendimientos

Comunitarios de las Redes Provinciales y Cantonales. Sostenibilidad, https://doi.org/10.3390/su12156256

Qualitative

Community Tourism in

Ecuador: Community

Enterprises of Provincial and

Cantonal Networks

 

5

2022

Strengthening community tourism enterprises as a means of sustainable development in rural areas: a case study of community tourism development in Chimborazo

Maldonado-Erazo, C., Ro-Rama, M., MirandaSalazar, S., & Tierra-Tierra, N. (2022). Fortalecimiento de las empresas de turismo comunitario como medio de desarrollo sostenible en zonas rurales: un estudio de caso de desarrollo del turismo comunitario en Chimborazo. Sostenibilidad. https://doi.org/10.3390/su14074314

Cualitativo

Participatory action research (PAR) that studies the development of community tourism in Chimborazo, using interviews with key actors and ancestral knowledge to analyze the impact of tourism on communities.

6

2019

Turismo

Comunitario En

Ecuador: Un Caso

Especial En La

Comunidad Ro

Indillama, Parque

Nacional Yasun

 

 

 

Ramn, C., & Chimborazo, E. (2019). Turismo

Comunitario En Ecuador: Un Caso Especial En La

Comunidad Ro Indillama, Parque Nacional Yasun. Revista Internacional de Investigacin en Ingeniera y.

https://doi.org/10.17577/ijertv8is060413

Cualitativo

Community Tourism in Ecuador: A Special Case in the Ro Indillama

Community, Yasun National Park

7

2016

Tourism and community: an Ecuadorian town builds on its past

Hudson, C., Silva, M., y McEwan, C. (2016). Turismo y comunidad: un pueblo ecuatoriano construye sobre su pasado. Arqueologa Pblica, 15, 65 - 86.

https://doi.org/10.1080/14655187.2017.1384982

Cualitativo

Case study on the impact of tourism on the Agua Blanca community in Ecuador, analyzing the process of cultural and economic strengthening through interviews and site observation.

8

2023

The impact of neuromarketing application in influencing tourists' decisions when determining a place to take a tour: a literature review

Siamora, G., Rizan, M., y Handaru, A. (2023). El impacto de la aplicacin del neuromarketing al influir en las decisiones de los turistas al determinar un lugar para realizar una gira: revisin de la literatura. Revista internacional de investigacin y revisin. https://doi.org/10.52403/ijrr.20231010

Cualitativo

Literature review analyzing how neuromarketing influences tourists' decisions, based on previous studies on the influence of emotional and visual stimuli on decisions to visit tourist destinations.

 

Table No. 2 Articles with Quantitative aspect

No.

 

Year

Article Title

Article Quote (APA)

Aspect

Study Features

 

1

2018

Neuromarketing:

Applications,

Challenges and

Promises

Salomn, P. (2018). Neuromarketing: aplicaciones, desafos y promesas. Revista biomdica de investigaciones cientficas y tcnicas. https://doi.org/10.26717/BJSTR.2018.12.002230

Quantitative

The article describes the use of advanced neuromarketing techniques such as EEG, fMRI and EMG to measure consumer responses to marketing stimuli. It uses brain scanning methods and quantitative analysis of responses.

2

2011

Perceptions of marketing academics, neuroscientists and marketing professionals on neuromarketing

Eser, Z., Isin, B., y Tolon, M. (2011).

Percepciones de acadmicos de marketing, neurlogos y profesionales del marketing sobre el neuromarketing. Revista de Gestin de Marketing, 27, 854 - 868.

https://doi.org/10.1080/02672571003719070

Quantitative

Quantitative analysis of surveys conducted with

111 marketing academics, 52 neuroscientists and 56 marketing professionals on the perception of neuromarketing. Uses statistical analysis and comparison of perceptions.

3

2019

Inefficiencies in

digital advertising markets

Gordon, B., Jerath, K., Katona, Z., Narayanan, S., Shin, J., y Wilbur, K. (2019). Ineficiencias en los mercados de publicidad digital. Revista de Marketing, 85, 7 - 25.

https://doi.org/10.1177/0022242920913236

Quantitative

Quantitative study that analyzes four inefficiencies of the digital advertising market through data analysis and review of academic literature.

 

4

2009

Consumer

attitudes and interactive digital advertising

Cheng, J., Blankson, C., Wang, E., y Chen, L. (2009). Actitudes del consumidor y publicidad digital interactiva. Revista Internacional de Publicidad, 28, 501 - 525.

https://doi.org/10.2501/S0265048709200710

Quantitative

Quantitative study based on surveys of university students, which analyzes attitudes towards different types of interactive digital advertising using statistical analysis.

5

2018

Digital advertising and business value

Ma, J., y Du, B. (2018). Publicidad digital y valor empresarial. Revista de Investigacin Publicitaria, 58, 326 - 337.

https://doi.org/10.2501/JAR-2018-002

Quantitative

Quantitative study using a data set of 1,538 companies between 2001 and 2012, analyzing the relationship between participation in digital advertising and business value using statistical techniques.

 

6

2020

Diagnosis of

Administrative and

Financial

Processes in

Community

Tourism

Enterprises in

Ecuador

Jaramillo-Moreno, B., Snchez-Cueva, I., Tinizaray-Tituana, D., Narvez, J., CabanillaVsconez, E., Torrecillas, M., & Rambaud, S. (2020). Diagnstico de Procesos Administrativos y Financieros en Empresas Tursticas Comunitarias en el Ecuador. Sostenibilidad. https://doi.org/10.3390/su12177123

Quantitative

Quantitative study on the administrative and financial management of community tourism enterprises in Ecuador, based on interviews with community leaders and the collection of data on key processes.

7

2022

SCIENTOMETRIC

ANALYSIS OF THE

SCIENTIFIC

LITERATURE ON

NEUROMARKETING

TOOLS IN

ADVERTISING

Pilelienė, L., Alsharif, A., y Alharbi, I. (2022).

ANLISIS CIENTOMTRICO DE LA LITERATURA

CIENTFICA SOBRE HERRAMIENTAS DE NEUROMARKETING EN PUBLICIDAD. Revista Bltica de Estudios Econmicos. https://doi.org/10.30525/2256-0742/2022-8-51-12

Quantitative

Scientometric analysis of articles on neuromarketing in advertising, using bibliometric analysis and review of trends in

scientific literature published between 2009 and 2020.

8

2022

The concept of neuromarketing in artificial neural networks: a case of forecasting and simulation from the advertising industry

Ahmed, R., treimikienė, D., Channar, Z.,

Soomro, H., Streimikis, J., y Kyriakopoulos, G. (2022). El concepto de neuromarketing en redes neuronales artificiales: un caso de previsin y simulacin desde la industria publicitaria.

Sostenibilidad. https://doi.org/10.3390/su14148546

Quantitative

Quantitative study that uses artificial neural networks to predict consumer purchasing behavior, evaluating the effectiveness of advertisements through simulations.

9

2023

Analyzing neuromarketing applications in the effectiveness of programmatic advertising

Bajaj, R., Syed, A., y Singh, S. (2023). Anlisis de aplicaciones del neuromarketing en la eficacia de la publicidad programtica. Revista de comportamiento del consumidor. https://doi.org/10.1002/cb.2249

Quantitative

Quantitative study that uses neuromarketing techniques, such as EEG, eye tracking and galvanic skin response, to analyze how consumers respond to ads in programmatic advertising and improve the effectiveness of advertising campaigns.

 

10

2015

Neuromarketing: the new science of advertising

Kumar, S. (2015). Neuromarketing: la nueva ciencia de la publicidad. Revista universal de gestin, 3, 524-531.

https://doi.org/10.13189/UJM.2015.031208

Quantitative

Conceptual study that uses eye-tracking to measure consumer attention and explore how attention levels affect advertising effectiveness.

11

2016

My destination in your brain: a novel neuromarketing approach to assess the effectiveness of destination marketing

Bastiaansen, M., Straatman, S., Driessen, E., Mitas, O., Stekelenburg, J., y Wang, L. (2016). Mi destino en tu cerebro: un novedoso enfoque de neuromarketing para evaluar la eficacia del marketing de destinos. Revista de gestin y marketing de destinos, 7, 76-88. https://doi.org/10.1016/J.JDMM.2016.09.003

Quantitative

Study that uses EEG to measure tourists' emotional responses to images of tourist destinations and evaluate the effectiveness of destination marketing.

12

2020

Neuromarketing approach to evaluate tourism products

Smykova, M., Kazybaeva, A., y Tkhorikov, B. (2020). Enfoque de neuromarketing para la evaluacin de productos tursticos. https://doi.org/10.2991/aebmr.k.201215.051

Quantitative

It uses neuromarketing techniques, such as electroencephalography, to study how consumers respond to tourism products and evaluate their preferences by measuring their physical reactions.

13

2018

INFLUENCE ON

CONSUMER

DECISION-MAKING

IN THE TOURISM

SERVICES MARKET

THROUGH THE

USE OF

NEUROMARKETING

TECHNOLOGIES

Kulyniak, I., Zhygalo, I., y Koval, S. (2018).

INFLUENCIA EN LA TOMA DE DECISIONES DEL

CONSUMIDOR EN EL MERCADO DE SERVICIOS

TURSTICOS MEDIANTE EL USO DE

TECNOLOGAS DE NEUROMARKETING. Revista cientfica internacional "Internauka". Serie:

"Ciencias Econmicas". https://doi.org/10.25313/2520-2294-2022-27892

Quantitative

Quantitative study exploring the impact of neuromarketing technologies (sensory marketing) on consumer decision-making in the tourism services market.

 

 

 

Table No.3 Articles with Mixed Appearance

No.

Ao

Ttulo del Artculo

Cita del Artculo (APA)

Aspecto

(Cualitativo/Cuantitativo/Mixto)

Caractersticas del Estudio

1

2010

Definition of

Neuromarketing:

Professional

Practices and

Challenges

Fisher, C., Chin, L., y Klitzman, R. (2010). Definicin de Neuromarketing: prcticas y desafos profesionales. Revista de Psiquiatra de Harvard, 18, 230237. https://doi.org/10.3109/10673229.2010.496623

Mixed

Exploratory study on the ethical practices and challenges of neuromarketing, using website content analysis. It focuses on the analysis of both qualitative and quantitative data (comments, companies involved, etc.).

2

2016

Neuromarketing

en la

investigacin de mercados

Ćosić, D. (2016). Neuromarketing en la Investigacin de Mercados. Descripcin interdisciplinaria de sistemas complejos, 14, 139-147.

https://doi.org/10.7906/INDECS.14.2.3

Mixed

Study that uses neuromarketing techniques (such as eye tracking and functional magnetic resonance imaging) to measure unconscious responses to stimuli. Combination of qualitative and quantitative methods to explore choice factors.

3

2021

Un estudio de contenidos

publicitarios en comunicaciones

digitales: la experiencia de aplicar el neuromarketing y tcnicas tradicionales

Cheredniakova, A., Lobodenko, L., y Lychagina, I. (2021). Un estudio de contenidos publicitarios en comunicaciones digitales: la experiencia de aplicar el neuromarketing y tcnicas tradicionales. 2021 Seminario de Estrategias de Comunicacin en la Sociedad Digital (ComSDS), 9-13. https://doi.org/10.1109/ComSDS52473.2021.9422887

Mixed

A study of advertising content in digital communications: the experience of applying

neuromarketing and

traditional techniques

4

2015

The potential of neuromarketing for positioning tourist destination brands

erić, N., Juriić, M., y Petričević, D. (2015). Potencial del neuromarketing para el posicionamiento de marcas de destinos tursticos. Turismo en el Sudeste de Europa 2011 (Archivo).

Mixed

Primary and secondary research combining interviews and surveys with the analysis of the application of neuromarketing in the management of tourist brands, evaluating its potential and applicability.

 

Table No.3 Analysis of approaches

Tabla

El contenido generado por IA puede ser incorrecto.

 

Traditionally, review articles tended to take a narrative or qualitative approach. In this type of review, a set of articles were selected and organized according to the meaning of their results and analyzed based on the methodological characteristics of each study. This allowed a general conclusion to be reached after reviewing the content. In many cases, this narrative review also included simple quantification.

A systematic review is a structured, organized, and transparent process to identify, select, and critically appraise relevant research studies to answer a specific research question. Systematic reviews apply predefined criteria to select studies, assess their quality, and synthesize their results. This rigorous methodology ensures that a literature review is comprehensive and reproducible. (E, 2020)

Neuromarketing, as an emerging discipline, has begun to significantly influence higher education, offering new perspectives on how principles of consumer behavior and neuroscience can be applied to improve the educational experience. This literature review article explores the implications, challenges, and promises of neuromarketing in this context, analyzing previous studies classified into three approaches: qualitative, quantitative, and mixed.

Qualitative Approach

The qualitative studies reviewed provide an in-depth understanding of perceptions and attitudes toward neuromarketing. For example, the work of Lee et al. (2007) establishes a conceptual framework for neuromarketing through a literature review that highlights its basis in neuroscience and neuroeconomics. This exploratory approach allows for the identification of emerging trends and areas of interest for future research, as seen in the study by Lee and Cho (2019), which discusses the influence of artificial intelligence on digital advertising. Furthermore, qualitative studies reveal how practitioners perceive advertising strategies. Truong et al. (2010) conducted in-depth interviews with industry experts, identifying key trends such as personalization and interactivity in digital advertising. This type of research is crucial to understanding how higher education institutions can adapt their marketing strategies to attract potential students.

Quantitative Approach

On the other hand, quantitative studies offer empirical data that support claims about the effectiveness of neuromarketing. Salomon (2018) uses advanced techniques such as EEG and fMRI to measure consumer responses to marketing stimuli, providing clear evidence on how these techniques can be applied to optimize advertising campaigns in the educational field. Survey analysis by Eser et al. (2011) shows that both academics and marketing professionals have varied perceptions about neuromarketing, suggesting the need for further training and awareness about its practical applications in the educational sector. These quantitative findings are essential to developing data-driven strategies that can improve student recruitment and retention.

Mixed Approach

Finally, studies that employ a mixed approach combine the best of both worlds, using both qualitative and quantitative methods to offer a more comprehensive view. For example, the study by Fisher et al. (2010) addresses ethical neuromarketing practices through a content analysis that includes both qualitative and quantitative data. This approach is particularly relevant in higher education, where ethical considerations are critical when implementing marketing strategies. Research by Ćosić (2016) highlights how neuromarketing techniques can measure unconscious responses to educational stimuli, opening up new opportunities to design more effective and engaging educational programs.

Implicaciones para la Higher The impact of Higher Education

The integration of neuromarketing into higher education holds several promises:

Improving Student Recruitment: By better understanding how students make decisions, institutions can design more effective campaigns.

Curriculum Development: Applying neuromarketing principles can help tailor educational programs to student expectations and preferences.

Ethics and Responsibility: Addressing the ethical challenges associated with the use of neuromarketing is critical to ensuring responsible practices that prioritize student well-being.

 

Conclusion

Neuromarketing offers a valuable framework for better understanding consumer behavior within the educational context. As this discipline continues to evolve, it is essential for higher education institutions to stay informed about its implications and develop evidence-based strategies that not only attract potential students, but also enhance their overall educational experience. Combining qualitative and quantitative approaches will be key to advancing this area and effectively meeting future challenges.

Neuromarketing, as a field of study, has begun to gain ground in academic research, especially in its application within higher education. However, one of the main challenges facing researchers is the scarcity of specific literature that addresses this topic in a comprehensive manner. Although several relevant studies have been identified, many of them focus on commercial applications and do not delve into how these principles can be used to improve the educational experience. This lack of literature can hinder the development of effective neuromarketing-based strategies that adapt to the needs of educational institutions.

Among the benefits of neuromarketing is its ability to personalize the student experience, which can result in greater satisfaction and retention. Furthermore, by applying advanced techniques such as electroencephalography (EEG) and functional magnetic resonance imaging (fMRI), researchers can obtain empirical data on how students respond to different educational stimuli. This allows universities to design more effective advertising campaigns and adapt their programs to student expectations.

However, there are also critical issues that must be considered. One of the most relevant is the ethical aspect associated with the use of neuromarketing, as it may raise concerns about manipulation and student privacy. Furthermore, the interdisciplinary nature of neuromarketing may complicate collaboration between researchers from different fields, limiting the comprehensive development of effective strategies. Therefore, it is essential to encourage further research in this area, promoting interdisciplinary collaborations and establishing a clear ethical framework to guide the use of neuromarketing in higher education.

In conclusion, although neuromarketing offers significant opportunities to transform higher education, it is crucial to address its challenges through rigorous and ethical research. Building a robust body of literature will maximize the potential of neuromarketing to improve both recruitment and the comprehensive educational experience.

 

References

1.      Ahmed, R., treimikienė, D., Channar, Z., Soomro, H., Streimikis, J., & Kyriakopoulos, G. (2022). El concepto de neuromarketing en redes neuronales artificiales: Un caso de previsin y simulacin desde la industria publicitaria. Sostenibilidad, 14(48546). https://doi.org/10.3390/su14148546

2.      Bajaj, R., Syed, A., & Singh, S. (2023). Analizando aplicaciones del neuromarketing en la eficacia de la publicidad programtica. Revista de Comportamiento del Consumidor. https://doi.org/10.1002/cb2249

3.      Bastiaansen, M., Straatman, S., Driessen, E., Mitas, O., Stekelenburg, J., & Wang, L. (2016). Mi destino en tu cerebro: Un novedoso enfoque de neuromarketing para evaluar la eficacia del marketing de destinos. Revista de Gestin y Marketing de Destinos, 7(76-88). https://doi.org/10.1016/j.jdmm.2016.09.003

4.      Cheng, J., Blankson, C., Wang, E., & Chen, L. (2009). Actitudes del consumidor y publicidad digital interactiva. Revista Internacional de Publicidad, 28(4), 501-525. https://doi.org/10.2501/S0265048709200710

5.      Cheredniakova, A., Lobodenko, L., & Lychagina, I. (2021). Un estudio de contenidos publicitarios en comunicaciones digitales: La experiencia de aplicar el neuromarketing y tcnicas tradicionales. Seminario sobre Estrategias Comunicativas en la Sociedad Digital (ComSDS), 9-13.

6.      Ćosić, D. (2016). Neuromarketing en la investigacin de mercados. Descripcin Interdisciplinaria de Sistemas Complejos, 14(139-147). https://doi.org/10.7906/INDECS.14.2.3

7.      Eser, Z., Isin, B., & Tolon, M. (2011). Percepciones de acadmicos de marketing, neurlogos y profesionales del marketing sobre el neuromarketing. Revista de Gestin de Marketing, 27(854-868). https://doi.org/10.1080/02672571003719070

8.      Fisher, C., Chin, L., & Klitzman, R. (2010). Definicin del neuromarketing: Prcticas y desafos profesionales. Revista Psiquitrica Harvard, 18(230237). https://doi.org/10.3109/10673229.2010.496623

9.      Gordon, B., Jerath, K., Katona, Z., Narayanan, S., Shin, J., & Wilbur, K. (2019). Ineficiencias en los mercados de publicidad digital. Revista de Marketing, 85(1), 7-25. https://doi.org/10.1177/0022242920913236

10.  Hudson, C., Silva, M., & McEwan, C. (2016). Turismo y comunidad: Un pueblo ecuatoriano construye sobre su pasado. Arqueologa Pblica, 15(65-86). https://doi.org/10.1080/14651887.2017.1384982

11.  Jaramillo-Moreno, B., Snchez-Cueva, I., Tinizaray-Tituana, D., Narvez, J., Cabanilla-Vsconez, E., Torrecillas, M., & Rambaud, S. (2020). Diagnstico de procesos administrativos y financieros en empresas tursticas comunitarias en el Ecuador. Sostenibilidad, 12(177123). https://doi.org/10.3390/su12177123

12.  Kumar, S. (2015). Neuromarketing: La nueva ciencia de la publicidad. Revista Universal de Gestin, 3(524-531). https://doi.org/10.13189/UJM.2015.031208

13.  Kulyniak, I., Zhygalo, I., & Koval, S. (2018). Influencia en la toma de decisiones del consumidor en el mercado de servicios tursticos mediante el uso de tecnologas de neuromarketing. Revista Cientfica Internacional "Internauka", Serie: Ciencias Econmicas.

14.  Lee, H., & Cho, C. (2019). Publicidad digital: Perspectivas presentes y futuras. Revista Internacional de Publicidad, 39(332-341). https://doi.org/10.1080/02650487.2019.1642015

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2025 por los autores. Este artculo es de acceso abierto y distribuido segn los trminos y condiciones de la licencia Creative Commons Atribucin-NoComercial-CompartirIgual 4.0 Internacional (CC BY-NC-SA 4.0)

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