Knowledge Tree
consumer preferences
Also known as: consumer preferences, consumer preference, customer preferences
Facts (17)
Sources
Neuro-insights: a systematic review of neuromarketing perspectives ... frontiersin.org 8 facts
referenceLee et al. (2007) demonstrated that techniques such as eye-tracking, fMRI, and EEG reveal neural triggers that influence consumer preferences and intentions.
claimKarmarkar et al. (2021) and Plassmann et al. (2012) assert that the purchase stage is critical because it is where consumer intentions are translated into actual behavior, providing businesses with insights into customer preferences.
claimWinkielman et al. (2005) demonstrated that subliminal exposure to emotional stimuli can influence consumer preferences and decision-making.
claimApplying deep learning models to multimodal data, including brain signals, eye-tracking, facial expressions, and physiological indicators, enables more accurate prediction of consumer purchasing decisions, preferences, and emotional reactions.
referenceL. Alvino, R. van der Lubbe, R. A. Joosten, and E. Constantinides (2020) analyzed consumer behavior and brain activity during wine tasting experiences to determine consumer preferences.
referencefMRI is used to measure memory, desirability, sensory perception, trust, brand engagement, loyalty, consumer preference, recall, emotional valence, value perception, conflict resolution, fear and reward processing, risk perception, and prediction.
claimDeep learning models are effective at uncovering complex, non-linear relationships across varied inputs like neural signals, gaze patterns, and facial expressions, which allows for more precise predictions of consumer preferences, decisions, and emotional responses.
referenceRamsøy T. Z., Jacobsen C., Friis-Olivarius M., Bagdziunaite D., and Skov M. (2017) investigated the predictive value of body posture and pupil dilation in assessing consumer preference and choice, published in the Journal of Neuroscience, Psychology, and Economics.
Behavioral economics: what it is and three ways marketers can use it quirks.com 2 facts
claimEmotion is considered a primary psychological factor driving behavioral economics phenomena, such as the abrupt reversal of consumer preference when a Hershey's Kiss is offered for free.
claimBehavioral economics phenomena refer to observed consumer preference and purchase dynamics that contradict rational economic theory predictions by accounting for the environmental and psychological factors that influence consumer decisions.
measurement-of-dietary-diversity Research Articles - Page 1 discovery.researcher.life 2 facts
claimConsumer preference for saltiness has a positive impact on dietary diversity, according to a study using data from the Rural Development Administration of South Korea.
claimConsumer preference for sweetness has a negative impact on dietary diversity, according to a study using data from the Rural Development Administration of South Korea.
The Cognitive Manipulation of Advertisement standrewseconomist.com Nov 17, 2025 1 fact
claimAdvertising shapes market trends by influencing consumer preferences and driving demand for products and services.
A comprehensive overview on demand side energy management ... link.springer.com Mar 13, 2023 1 fact
referenceGoubko MV, Kuznetsov SO, Neznanov AA, and Ignatov DI (2016) published 'Bayesian learning of consumer preferences for residential demand response' in IFAC-PapersOnLine, volume 49, issue 32, pages 24–29, which explores the use of Bayesian learning to understand consumer preferences in the context of residential demand response.
Measurement of diets that are healthy, environmentally sustainable ... frontiersin.org 1 fact
referenceIrz, Leroy, Réquillart, and Soler integrated consumer preferences into the assessment of dietary recommendations, published in PLoS One in 2016.
Development of Behavioral Economics - NCBI - NIH ncbi.nlm.nih.gov 1 fact
referenceShinsuke Shimojo, C. Simion, E. Shimojo, and C. Scheier published 'Gaze bias both reflects and influences preference' in Nature Neuroscience in 2003, demonstrating that gaze patterns are both a result and a driver of consumer preference.
Inside the Consumer Brain: How Neuroscience Can Predict Ad ... ama.org May 9, 2025 1 fact
claimTraditional methods of measuring consumer preferences for advertisements rely on self-reported data, which are prone to bias and offer limited insight into real-time psychological processing.