A systematic review of the prediction of consumer preference using EEG measures and machine-learning in neuromarketing research

A Byrne, E Bonfiglio, C Rigby, N Edelstyn - Brain Informatics, 2022 - Springer
Introduction The present paper discusses the findings of a systematic review of EEG
measures in neuromarketing, identifying which EEG measures are the most robust predictor …

Design meets neuroscience: A preliminary review of design research using neuroscience tools

L Hu, MMC Shepley - Journal of Interior Design, 2022 - journals.sagepub.com
The past decade has witnessed a burgeoning interest in the intersection of neuroscience
and design. Recent advancements in tools for measuring brain activity enable design …

[HTML][HTML] Effects of design aesthetics on the perceived value of a product

A Shi, F Huo, G Hou - Frontiers in Psychology, 2021 - frontiersin.org
Design aesthetics play a crucial role in product design. Stakeholders expect to develop
highly valuable premium products by improving the design aesthetics of products …

The effect of different animated brand logos on consumer response——an event-related potential and self-reported study

M Peng, M Liang, H Huang, J Fan, L Yu… - Computers in Human …, 2023 - Elsevier
Animation is a design element that has “eye-catching” appeal in the consumer attention
market. Businesses invest significant resources to incorporate animated elements in the …

[PDF][PDF] Neuromarketing as a mechanism of communication with the consumer: the case for small business

O Chygryn, K Shevchenko, O Tuliakov - Marketing i menedžment innovacij, 2024 - zbw.eu
Neuromarketing is a modern tool for researching consumer reactions to advertising stimuli
and identifying relevant consumer behaviour patterns. Conducting neuromarketing research …

The influence of the consumer ethnocentrism and cultural familiarity on brand preference: evidence of event-related potential (ERP)

Q Ma, HM Abdeljelil, L Hu - Frontiers in human neuroscience, 2019 - frontiersin.org
The tendency of customers' preference to their local brands over the foreign ones is known
as consumer ethnocentrism, and it is an important issue in international marketing. This …

The implicit preference evaluation for the ceramic tiles with different visual features: Evidence from an event-related potential study

J Chen, B He, H Zhu, J Wu - Frontiers in Psychology, 2023 - frontiersin.org
Background Ceramic tiles are popular because of their various forms, and they are often
used to decorate the environment. However, few studies have applied objective methods to …

Electroencephalography Studies on Marketing Stimuli: A Literature Review and Future Research Agenda

AH Alsharif, SM Isa - International Journal of Consumer Studies, 2025 - Wiley Online Library
This study aims to explore the application of electroencephalography (EEG) tools in
examining latent consumer behavior, emphasizing emotions, attention, preferences …

[HTML][HTML] Product styling cognition based on Kansei engineering theory and implicit measurement

Q Zhang, Z Liu, B Yang, C Wang - Applied Sciences, 2023 - mdpi.com
Effective product styling designs must increasingly address users' emotional requirements.
This study introduces a product styling design method combining electroencephalography …

How the Degree of Anthropomorphism of Human-like Robots Affects Users' Perceptual and Emotional Processing: Evidence from an EEG Study

J Wu, X Du, Y Liu, W Tang… - Sensors (Basel …, 2024 - pmc.ncbi.nlm.nih.gov
Anthropomorphized robots are increasingly integrated into human social life, playing vital
roles across various fields. This study aimed to elucidate the neural dynamics underlying …