ArticleJournal of visualized experiments : JoVE2017
Electroencephalographic, Heart Rate, and Galvanic Skin Response Assessment for an Advertising Perception Study: Application to Antismoking Public Service Announcements.
Article in Journal of visualized experiments : JoVE, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
24 citing papers in PubMed, 1 synthesis or guideline pooled it, 79 citations in OpenAlex.
- Is EEG Suitable for Marketing Research? A Systematic Review.Frontiers in neuroscience · 2020Pooled it
- Analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences.PloS one · 2022Trial
- Explainable artificial intelligence in air traffic control: effects of expertise on workload, acceptance, and usage intentions.Brain informatics · 2026Article
- Machine learning-based viewers' preference prediction on social awareness advertisements using EEG.Frontiers in human neuroscience · 2025Article
- Effects of smoking social cues on brand perception and smoking: an event-related potential study.Frontiers in psychiatry · 2025Article
- From E-Commerce to the Metaverse: A Neuroscientific Analysis of Digital Consumer Behavior.Behavioral sciences (Basel, Switzerland) · 2024Article
- Virtual and Reality: A Neurophysiological Pilot Study of the Sarcophagus of the Spouses.Brain sciences · 2023Article
- Consumer Behaviour to Be Considered in Advertising: A Systematic Analysis and Future Agenda.Behavioral sciences (Basel, Switzerland) · 2022Review
- A systematic review of the prediction of consumer preference using EEG measures and machine-learning in neuromarketing research.Brain informatics · 2022Review
- Feature selection of EEG signals in neuromarketing.PeerJ. Computer science · 2022Article
- Psychophysiological responses to hookah tobacco public education messages among young adults.Health psychology : official journal of the Division of Health Psychology, American Psychological Association · 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
- A Video-Based Technique for Heart Rate and Eye Blinks Rate Estimation: A Potential Solution for Telemonitoring and Remote Healthcare.Sensors (Basel, Switzerland) · 2021Article
- Like/Dislike Prediction for Sport Shoes With Electroencephalography: An Application of Neuromarketing.Frontiers in human neuroscience · 2021Article
- Challenges and Opportunities in Consumer Neuroergonomics.Frontiers in neuroergonomics · 2021Article
- Unlocking the Subconscious Consumer Bias: A Survey on the Past, Present, and Future of Hybrid EEG Schemes in Neuromarketing.Frontiers in neuroergonomics · 2021Review
- Recognition of Consumer Preference by Analysis and Classification EEG Signals.Frontiers in human neuroscience · 2020Article
- Autonomic Nervous System and Recall Modeling in Audiovisual Emotion-Mediated Advertising Using Partial Least Squares-Path Modeling.Frontiers in psychology · 2020Article
- The Relation Between Consumers' Frontal Alpha Asymmetry, Attitude, and Investment Decision.Frontiers in neuroscience · 2020Article
- Consumer Behaviour through the Eyes of Neurophysiological Measures: State-of-the-Art and Future Trends.Computational intelligence and neuroscience · 2019Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The evaluation of advertising, products, and packaging is traditionally performed through methods based on self-reports and focus groups, but these approaches often appear poorly accurate in scientific terms. Neuroscience is increasingly applied to the investigation of the neurophysiological bases of the perception of and reaction to commercial stimuli to support traditional marketing methods. In this context, a particular sector or marketing is represented by public service announcements (PSAs). The objective of this protocol is to apply electroencephalography (EEG) and autonomic signal analysis to study responses to selected antismoking PSAs. Two EEG indices were employed: the frontal alpha band EEG asymmetry (the Approach Withdrawal (AW) index) and the frontal theta (effort index). Furthermore, the autonomic Emotional Index (EI) was calculated, as derived from the Galvanic Skin Response (GSR) and Heart Rate (HR) signals. The present protocol describes a series of operational and computational steps required to properly estimate, through the aforementioned indices, the emotional and cerebral reaction of a group of subjects towards a selected number of antismoking PSAs. In particular, a campaign characterized by a symbolic communication style (classified as "awarded" on the basis of the prizes received by specialized committees) obtained the highest approach values, as estimated by the AW index. A spot and an image belonging to the same PSA campaign based on the "fear arousing appeal" and with a narrative/experiential communication style (classified as "effective" on the basis of the economical/health-related improvements promoted) reported the lowest and highest effort values, respectively. This is probably due to the complexity of the storytelling (spot) and to the immediateness of the image (a lady who underwent a tracheotomy). Finally, the same "effective" campaign showed the highest EI values, possibly because of the empathy induced by the testimonial and the explicitness of the message.
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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.