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Automatic facial coding predicts self-report of emotion, advertisement and brand effects elicited by video commercials

INTRODUCTION: Consumers’ emotional responses are the prime target for marketing commercials. Facial expressions provide information about a person’s emotional state and technological advances have enabled machines to automatically decode them. METHOD: With automatic facial coding we investigated the...

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Detalles Bibliográficos
Autores principales: Höfling, T. Tim A., Alpers, Georg W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10185761/
https://www.ncbi.nlm.nih.gov/pubmed/37205049
http://dx.doi.org/10.3389/fnins.2023.1125983
Descripción
Sumario:INTRODUCTION: Consumers’ emotional responses are the prime target for marketing commercials. Facial expressions provide information about a person’s emotional state and technological advances have enabled machines to automatically decode them. METHOD: With automatic facial coding we investigated the relationships between facial movements (i.e., action unit activity) and self-report of commercials advertisement emotion, advertisement and brand effects. Therefore, we recorded and analyzed the facial responses of 219 participants while they watched a broad array of video commercials. RESULTS: Facial expressions significantly predicted self-report of emotion as well as advertisement and brand effects. Interestingly, facial expressions had incremental value beyond self-report of emotion in the prediction of advertisement and brand effects. Hence, automatic facial coding appears to be useful as a non-verbal quantification of advertisement effects beyond self-report. DISCUSSION: This is the first study to measure a broad spectrum of automatically scored facial responses to video commercials. Automatic facial coding is a promising non-invasive and non-verbal method to measure emotional responses in marketing.