ReviewComputational intelligence and neuroscience2019
Consumer Behaviour through the Eyes of Neurophysiological Measures: State-of-the-Art and Future Trends.
Review in Computational intelligence and neuroscience, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
30 citing papers in PubMed.
- Responsible Stimulus Selection in Neuromarketing: A Critical Narrative Review and Normative Framework for Ethical, Sustainable, and Replicable Consumer Research.Behavioral sciences (Basel, Switzerland) · 2026Review
- Neuroscience meets food choice: Implicit and explicit consumer responses to plant-based vs animal-based foods.Current research in food science · 2026Article
- Improving career guidance accuracy through EEG-based vocational interest assessment and self-reported RIASEC profiles.Frontiers in neuroscience · 2026Article
- Implicit and Explicit Consumer Perceptions of Cashews: A Neuroscientific and Sensory Analysis Approach.Foods (Basel, Switzerland) · 2025Article
- Article
- Machine learning-based viewers' preference prediction on social awareness advertisements using EEG.Frontiers in human neuroscience · 2025Article
- I DARE: IULM Dataset of Affective Responses.Frontiers in human neuroscience · 2024Article
- What Is behind In-Stream Advertising on YouTube? A Remote Neuromarketing Study employing Eye-Tracking and Facial Coding techniques.Brain sciences · 2023Article
- Virtual and Reality: A Neurophysiological Pilot Study of the Sarcophagus of the Spouses.Brain sciences · 2023Article
- DeePay: deep learning decodes EEG to predict consumer's willingness to pay for neuromarketing.Frontiers in human neuroscience · 2023Article
- Consumer Behaviour to Be Considered in Advertising: A Systematic Analysis and Future Agenda.Behavioral sciences (Basel, Switzerland) · 2022Review
- A Review of AI Cloud and Edge Sensors, Methods, and Applications for the Recognition of Emotional, Affective and Physiological States.Sensors (Basel, Switzerland) · 2022Review
- The Role of the Emotional Sequence in the Communication of the Territorial Cheeses: A Neuromarketing Approach.Foods (Basel, Switzerland) · 2022Article
- An EEG-Based Neuromarketing Approach for Analyzing the Preference of an Electric Car.Computational intelligence and neuroscience · 2022Article
- Neuroscientific Methods for Exploring User Perceptions While Dealing With Mobile Advertising: A Novel and Integrated Approach.Frontiers in neuroergonomics · 2022Article
- The Sample Size Matters: To What Extent the Participant Reduction Affects the Outcomes of a Neuroscientific Research. A Case-Study in Neuromarketing Field.Sensors (Basel, Switzerland) · 2021Article
- Analysis of Emotion and Recall in COVID-19 Advertisements: A Neuroscientific Study.International journal of environmental research and public health · 2021Article
- NeuroDante: Poetry Mentally Engages More Experts but Moves More Non-Experts, and for Both the Cerebral Approach Tendency Goes Hand in Hand with the Cerebral Effort.Brain sciences · 2021Article
- Forefront Users' Experience Evaluation by Employing Together Virtual Reality and Electroencephalography: A Case Study on Cognitive Effects of Scents.Brain sciences · 2021Article
- Unlocking the Subconscious Consumer Bias: A Survey on the Past, Present, and Future of Hybrid EEG Schemes in Neuromarketing.Frontiers in neuroergonomics · 2021Review
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The new technological advances achieved during the last decade allowed the scientific community to investigate and employ neurophysiological measures not only for research purposes but also for the study of human behaviour in real and daily life situations. The aim of this review is to understand how and whether neuroscientific technologies can be effectively employed to better understand the human behaviour in real decision-making contexts. To do so, firstly, we will describe the historical development of neuromarketing and its main applications in assessing the sensory perceptions of some marketing and advertising stimuli. Then, we will describe the main neuroscientific tools available for such kind of investigations (e.g., measuring the cerebral electrical or hemodynamic activity, the eye movements, and the psychometric responses). Also, this review will present different brain measurement techniques, along with their pros and cons, and the main cerebral indexes linked to the specific mental states of interest (used in most of the neuromarketing research). Such indexes have been supported by adequate validations from the scientific community and are largely employed in neuromarketing research. This review will also discuss a series of papers that present different neuromarketing applications, such us in-store choices and retail, services, pricing, brand perception, web usability, neuropolitics, evaluation of the food and wine taste, and aesthetic perception of artworks. Furthermore, this work will face the ethical issues arisen on the use of these tools for the evaluation of the human behaviour during decision-making tasks. In conclusion, the main challenges that neuromarketing is going to face, as well as future directions and possible scenarios that could be derived by the use of neuroscience in the marketing field, will be identified and discussed.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.