Multisensory Flavor Perception
Open accessAbstract
The perception of flavor is perhaps the most multisensory of our everyday experiences. The latest research by psychologists and cognitive neuroscientists increasingly reveals the complex multisensory interactions that give rise to the flavor experiences we all know and love, demonstrating how they rely on the integration of cues from all of the human senses. This Perspective explores the contributions of distinct senses to our perception of food and the growing realization that the same rules of multisensory integration that have been thoroughly explored in interactions between audition, vision, and touch may also explain the combination of the (admittedly harder to study) flavor senses. Academic advances are now spilling out into the real world, with chefs and food industry increasingly taking the latest scientific findings on board in their food design.
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These cross modal interactions between the taste and aroma components of flavour would serve to enhance both the Sour taste and the Fermented, Berry, and Citrus flavours, consistent with the observed pattern.
“These cross modal interactions between the taste and aroma components of flavour would serve to enhance both the Sour taste and the Fermented, Berry, and Citrus flavours, consistent with the observed pattern44.”
From Brew temperature, at fixed brew strength and extraction, has little impact on the sensory profile of drip brew coffee (2020) · cites this paper as [44]
Cites
Neural Correlates of Behavioral Preference for Culturally Familiar Drinks
McClure, S. M., Li, J., Tomlin, D., Cypert, K. S., Montague, L. M., & Montague, P. R. (2004) · Neuron · doi:10.1016/j.neuron.2004.09.019 · Cited by 1,347 · see citing works
Marketing actions can modulate neural representations of experienced pleasantness
Plassmann, H., O'Doherty, J., Shiv, B., & Rangel, A. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0706929105 · Cited by 1,122 · see citing works
(2004) · Medical Entomology and Zoology · Cited by 978 · see citing works
Piqueras-Fiszman, B., & Spence, C. (2015) · Food Quality and Preference · doi:10.1016/j.foodqual.2014.09.013 · Cited by 855 · see citing works
Self-citationChanging Human Behavior to Prevent Disease: The Importance of Targeting Automatic Processes
Marteau, T. M., Hollands, G. J., & Fletcher, P. C. (2012) · Science · doi:10.1126/science.1226918 · Cited by 855 · see citing works
Morrot, G., Brochet, F., & Dubourdieu, D. (2001) · Brain and Language · doi:10.1006/brln.2001.2493 · Cited by 665 · see citing works
De Araujo, I. E. T., Rolls, E. T., Kringelbach, M. L., McGlone, F., & Phillips, N. (2003) · European Journal of Neuroscience · doi:10.1046/j.1460-9568.2003.02915.x · Cited by 642 · see citing works
‘‘Taste-smell confusions” and the duality of the olfactory sense
Rozin, P. (1982) · Perception & Psychophysics · doi:10.3758/bf03202667 · Cited by 627 · see citing works
van der Laan, L. N., de Ridder, D. T. D., Viergever, M. A., & Smeets, P. A. M. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.11.055 · Cited by 602 · see citing works
Human Foetuses Learn Odours from their Pregnant Mother's Diet
Schaal, B. (2000) · Chemical Senses · doi:10.1093/chemse/25.6.729 · Cited by 564 · see citing works
Does food color influence taste and flavor perception in humans?
Spence, C., Levitan, C. A., Shankar, M. U., & Zampini, M. (2010) · Chemosensory Perception · doi:10.1007/s12078-010-9067-z · Cited by 540 · see citing works
Self-citationBartoshuk, L. M. (2000) · Chemical Senses · doi:10.1093/chemse/25.4.447 · Cited by 471 · see citing works
The role of auditory cues in modulating the perceived crispness and staleness of potato chips
ZAMPINI, M., & SPENCE, C. (2004) · Journal of Sensory Studies · doi:10.1111/j.1745-459x.2004.080403.x · Cited by 463 · see citing works
Self-citationDifferential neural responses evoked by orthonasal versus retronasal odorant perception in humans
Small, D. M., Gerber, J. C., Mak, Y. E., & Hummel, T. (2005) · Neuron · doi:10.1016/j.neuron.2005.07.022 · Cited by 463 · see citing works
The merging of the senses: integration of subthreshold taste and smell
Dalton, P., Doolittle, N., Nagata, H., & Breslin, P. A. S. (2000) · Nature Neuroscience · doi:10.1038/74797 · Cited by 459 · see citing works
Parchment-skin illusion: sound-biased touch
Jousmäki, V., & Hari, R. (1998) · Current Biology · doi:10.1016/s0960-9822(98)70120-4 · Cited by 453 · see citing works
Experience-dependent neural integration of taste and smell in the human brain
Small, D. M., Voss, J., Mak, Y. E., Simmons, K. B., Parrish, T., & Gitelman, D. (2004) · Journal of Neurophysiology · doi:10.1152/jn.00050.2004 · Cited by 398 · see citing works
Representation in the Human Brain of Food Texture and Oral Fat
de Araujo, I. E., & Rolls, E. T. (2004) · The Journal of Neuroscience · doi:10.1523/jneurosci.0130-04.2004 · Cited by 365 · see citing works
Small, D. M. (2012) · Physiology & Behavior · doi:10.1016/j.physbeh.2012.04.011 · Cited by 351 · see citing works
The role of expectancy in sensory and hedonic evaluation: The case of smoked salmon ice-cream
Yeomans, M. R., Chambers, L., Blumenthal, H., & Blake, A. (2008) · Food Quality and Preference · doi:10.1016/j.foodqual.2008.02.009 · Cited by 350 · see citing works
Grabenhorst, F., Rolls, E. T., & Bilderbeck, A. (2008) · Cerebral Cortex · doi:10.1093/cercor/bhm185 · Cited by 337 · see citing works
The new handbook of multisensory processes
Stein, B. E. (2012) · Cited by 334 · see citing works
Audiotactile interactions in roughness perception
Guest, S., Catmur, C., Lloyd, D. M., & Spence, C. J. (2002) · Experimental Brain Research · doi:10.1007/s00221-002-1164-z · Cited by 326 · see citing works
Self-citationPiqueras-Fiszman, B., Alcaide, J., Roura, E., & Spence, C. (2012) · Food Quality and Preference · doi:10.1016/j.foodqual.2011.08.011 · Cited by 297 · cited 1× · see citing works
“Figure reprinted with permission from Figure 2 of Piqueras-Fiszman et al. (2012).”
Neurogastronomy: how the brain creates flavor and why it matters
(2012) · Choice Reviews Online · doi:10.5860/choice.49-4445 · Cited by 283 · see citing works
Bult, J. H. F., de Wijk, R. A., & Hummel, T. (2007) · Neuroscience Letters · doi:10.1016/j.neulet.2006.09.036 · Cited by 243 · see citing works
Mutual action of taste and olfaction.
Murphy, C. A., Cain, W. S., & Bartoshuk, L. M. (1977) · PubMed · Cited by 238 · see citing works
Zampini, M., Sanabria, D., Phillips, N., & Spence, C. J. (2007) · Food Quality and Preference · doi:10.1016/j.foodqual.2007.04.001 · Cited by 238 · see citing works
Self-citationThe brain tracks the energetic value in food images
Toepel, U., Knebel, J., Hudry, J., le Coutre, J., & Murray, M. M. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.10.005 · Cited by 223 · see citing works
Barrós‐Loscertales, A., González, J., Friedemann Pulvermüller, A., Ventura‐Campos, N., Bustamante, J. C., Costumero, V., Parcet, M. A., & Ávila, C. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhr324 · Cited by 221 · see citing works
The Perfect Meal: Multisensory Science of Food and Dining, The
Spence, C., & Piqueras‐Fiszman, B. (2014) · doi:10.1002/9781118491003 · Cited by 221 · see citing works
Self-citationCrossmodal correspondences between sounds and tastes
Knöferle, K., & Spence, C. J. (2012) · Psychonomic Bulletin & Review · doi:10.3758/s13423-012-0321-z · Cited by 209 · see citing works
Self-citationSpence, C. J. (2015) · Flavour · doi:10.1186/2044-7248-4-3 · Cited by 206 · see citing works
Self-citationColor of Scents: Chromatic Stimuli Modulate Odor Responses in the Human Brain
Österbauer, R. A., Matthews, P. M., Jenkinson, M., Beckmann, C. F., Hansen, P. C., & Calvert, G. A. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00555.2004 · Cited by 193 · see citing works
Separable Substrates for Anticipatory and Consummatory Food Chemosensation
Small, D. M., Veldhuizen, M. G., Felsted, J. A., Mak, Y. E., & McGlone, F. P. (2008) · Neuron · doi:10.1016/j.neuron.2008.01.021 · Cited by 190 · see citing works
The Influence of the Color of the Cup on Consumers' Perception of a Hot Beverage
Piqueras‐Fiszman, B., & Spence, C. J. (2012) · Journal of Sensory Studies · doi:10.1111/j.1745-459x.2012.00397.x · Cited by 189 · see citing works
Self-citationThe Perfect Meal: The Multisensory Science of Food and Dining
Colebrooke, L. (2020) · International journal of sociology of agriculture and food · doi:10.48416/ijsaf.v22i2.133 · Cited by 186 · see citing works
Michel, C., Velasco, C., Gatti, E., & Spence, C. J. (2014) · Flavour · doi:10.1186/2044-7248-3-7 · Cited by 182 · see citing works
Self-citationHedonic mediation of the crossmodal correspondence between taste and shape
Velasco, C., Woods, A. T., Deroy, O. D., & Spence, C. J. (2014) · Food Quality and Preference · doi:10.1016/j.foodqual.2014.11.010 · Cited by 181 · see citing works
Self-citationIt tastes as good as it looks! The effect of food presentation on liking for the flavor of food☆
Zellner, D. A., Loss, C. R., Zearfoss, J. A., et al. (2014) · Appetite · doi:10.1016/j.appet.2014.02.009 · Cited by 181 · see citing works
Spence, C., Velasco, C., & Knoeferle, K. (2014) · Flavour · doi:10.1186/2044-7248-3-8 · Cited by 175 · see citing works
Self-citationCross-cultural differences in crossmodal correspondences between basic tastes and visual features
Wan, X. I., Woods, A. T., van den Bosch, J. J. F., McKenzie, K. J., Velasco, C., & Spence, C. J. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01365 · Cited by 169 · see citing works
Self-citationBiggs, S., Matthen, M., & Stokes, D. (2014) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199832798.001.0001 · Cited by 161 · see citing works
The nose knows: influence of colour on perception of wine aroma
Parr, W. V., White, K. G., & HEATHERBELL, D. A. (2003) · Journal of Wine Research · doi:10.1080/09571260410001677969 · Cited by 158 · see citing works
AMBIENT LIGHTING MODIFIES THE FLAVOR OF WINE
Oberfeld, D., Hecht, H., ALLENDORF, U., & Wickelmaier, F. (2009) · Journal of Sensory Studies · doi:10.1111/j.1745-459x.2009.00239.x · Cited by 149 · see citing works
A psychology of food: more than a matter of taste
(1989) · Choice Reviews Online · doi:10.5860/choice.26-2958 · Cited by 146 · see citing works
Plate shape and colour interact to influence taste and quality judgments
Stewart, P. C., & Goss, E. (2013) · Flavour · doi:10.1186/2044-7248-2-27 · Cited by 146 · see citing works
Zampini, M., Wantling, E., Phillips, N., & Spence, C. (2008) · Food Quality and Preference · doi:10.1016/j.foodqual.2007.11.001 · Cited by 142 · see citing works
Self-citationModifying the multisensory perception of a carbonated beverage using auditory cues
Zampini, M., & Spence, C. (2005) · Food Quality and Preference · doi:10.1016/j.foodqual.2004.11.004 · Cited by 139 · see citing works
Self-citationThat Sounds Sweet: Using Cross‐Modal Correspondences to Communicate Gustatory Attributes
Knoeferle, K. M., Woods, A., Käppler, F., & Spence, C. (2015) · Psychology & Marketing · doi:10.1002/mar.20766 · Cited by 137 · see citing works
Stevenson, R. (2009) · doi:10.1093/acprof:oso/9780199539352.001.0001 · Cited by 134 · see citing works
Food Oral Processing: Fundamentals of Eating and Sensory Perception
Duizer, L. M. (2012) · Trends in Food Science & Technology · doi:10.1016/j.tifs.2012.09.001 · Cited by 134 · see citing works
A taste illusion: Taste sensation localized by touch
Todrank, J., & Bartoshuk, L. M. (1991) · Physiology & Behavior · doi:10.1016/0031-9384(91)90432-n · Cited by 125 · see citing works
Harrar, V., & Spence, C. (2013) · Flavour · doi:10.1186/2044-7248-2-21 · Cited by 124 · see citing works
Self-citationColor enhances orthonasal olfactory intensity and reduces retronasal olfactory intensity
Koza, B. J., Cilmi, A., Dolese, M., & Zellner, D. A. (2005) · Chemical Senses · doi:10.1093/chemse/bji057 · Cited by 123 · see citing works
CROSS‐MODAL ADDITIVITY OF TASTE AND SMELL
DELWICHE, J. F., & HEFFELFINGER, A. L. (2005) · Journal of Sensory Studies · doi:10.1111/j.1745-459x.2005.00047.x · Cited by 108 · see citing works
Noise and its impact on the perception of food and drink
Spence, C. J. (2014) · Flavour · doi:10.1186/2044-7248-3-9 · Cited by 107 · see citing works
Self-citationSweet and Sour Smells: Learned Synesthesia Between the Senses of Taste and Smell
Stevenson, R. J., & Boakes, R. A. (2004) · The MIT Press eBooks · doi:10.7551/mitpress/3422.003.0008 · Cited by 102 · see citing works
Garneau, N. L., Nuessle, T. M., Sloan, M. M., et al. (2014) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2014.00033 · Cited by 100 · see citing works
Assessing the influence of the multisensory environment on the whisky drinking experience
Velasco, C., Jones, R., King, S. P., & Spence, C. J. (2013) · Flavour · doi:10.1186/2044-7248-2-23 · Cited by 98 · see citing works
Self-citationPiqueras‐Fiszman, B., & Spence, C. J. (2012) · Appetite · doi:10.1016/j.appet.2011.12.021 · Cited by 97 · see citing works
Self-citationEffects of the sound of the bite on apple perceived crispness and hardness
Demattè, M. L., Pojer, N., Endrizzi, I., Corollaro, M. L., Betta, E., Aprea, E., Charles, M., Biasioli, F., Zampini, M., & Gasperi, F. (2014) · Food Quality and Preference · doi:10.1016/j.foodqual.2014.05.009 · Cited by 95 · see citing works
Temporal synchrony and integration of sub-threshold taste and smell signals
Pfeiffer, J. C., Hollowood, T. A., Hort, J., & Taylor, A. J. (2005) · Chemical Senses · doi:10.1093/chemse/bji047 · Cited by 94 · see citing works
Olfactory-induced synesthesias: A review and model.
Stevenson, R. J., & Tomiczek, C. (2007) · Psychological Bulletin · doi:10.1037/0033-2909.133.2.294 · Cited by 86 · see citing works
Some observations on the appreciation of flavour in foodstuffs
Moir, H. C. (1936) · Journal of the Society of Chemical Industry · doi:10.1002/jctb.5000550803 · Cited by 84 · see citing works
Michel, C., Velasco, C., Fraemohs, P., & Spence, C. J. (2015) · Appetite · doi:10.1016/j.appet.2015.02.030 · Cited by 83 · see citing works
Self-citationThe cortical response to the oral perception of fat emulsions and the effect of taster status
Eldeghaidy, S., Marciani, L., McGlone, F., Hollowood, T., Hort, J., Head, K., Taylor, A. J., Busch, J., Spiller, R. C., Gowland, P. A., et al. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00927.2010 · Cited by 83 · see citing works
Plating manifesto (II): the art and science of plating
Spence, C. J., Piqueras‐Fiszman, B., Michel, C., & Deroy, O. D. (2014) · Flavour · doi:10.1186/2044-7248-3-4 · Cited by 79 · see citing works
Self-citationDisconfirmed Hedonic Expectations Produce Perceptual Contrast, Not Assimilation
Zellner, D. A., Strickhouser, D., & Tornow, C. (2004) · The American Journal of Psychology · doi:10.2307/4149006 · Cited by 77 · see citing works
On the discrimination of missing ingredients: Aging and salt flavor
Stevens, J. C., Cain, W. S., Demarque, A., & Ruthruff, A. M. (1991) · Appetite · doi:10.1016/0195-6663(91)90038-t · Cited by 73 · see citing works
Wan, X. I., Velasco, C., Michel, C., Mu, B., Woods, A. T., & Spence, C. J. (2014) · Flavour · doi:10.1186/2044-7248-3-3 · Cited by 67 · see citing works
Self-citationThe plating manifesto (I): from decoration to creation
Deroy, O. D., Michel, C., Piqueras‐Fiszman, B., et al. (2014) · Flavour · doi:10.1186/2044-7248-3-6 · Cited by 66 · see citing works
Shankar, M. U., Simons, C. T., Shiv, B., McClure, S. M., Levitan, C., & Spence, C. J. (2010) · Attention Perception & Psychophysics · doi:10.3758/app.72.7.1981 · Cited by 64 · see citing works
Self-citationThe role of attention in flavour perception
Stevenson, R. J. (2012) · Flavour · doi:10.1186/2044-7248-1-2 · Cited by 56 · see citing works
Food’s visually perceived fat content affects discrimination speed in an orthogonal spatial task
Harrar, V., Toepel, U., Murray, M. M., & Spence, C. J. (2011) · Experimental Brain Research · doi:10.1007/s00221-011-2833-6 · Cited by 55 · see citing works
Self-citationWine Expertise Predicts Taste Phenotype
Hayes, J. E., & Pickering, G. J. (2011) · American Journal of Enology and Viticulture · doi:10.5344/ajev.2011.11050 · Cited by 52 · see citing works
Flavor binding: Its nature and cause
Stevenson, R. J. (2014) · Psychological Bulletin · doi:10.1037/a0033473 · Cited by 52 · see citing works
Barnett‐Cowan, M. (2010) · Perception · doi:10.1068/p6784 · Cited by 43 · see citing works
Roudnitzky, N., Bult, J. H. F., de Wijk, R. A., Reden, J., Schuster, B., & Hummel, T. R. (2010) · Behavioural Brain Research · doi:10.1016/j.bbr.2010.07.019 · Cited by 34 · see citing works
Michel, C., Velasco, C., Montejo, A. S., & Spence, C. J. (2014) · Perception · doi:10.1068/p7733 · Cited by 31 · see citing works
Self-citationEnergy and Fat Compensation During Long Term Consumption of Reduced Fat Products
de Graaf, C., Drijvers, J. J. M. M., Zimmermanns, N., Hof, K. H. V. H., Weststrate, J. A., BERG, H. V. D., Wierik, E. J. M. V.-T., Westerterp, K. R., de Venne, W. P. H. G. V., & Westerterp‐Plantenga, M. S. (1997) · Appetite · doi:10.1006/appe.1997.0097 · Cited by 28 · see citing works
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Speth, M. M., Singer‐Cornelius, T., Oberle, M., Gengler, I., Brockmeier, S. J., & Sedaghat, A. R. (2020) · The Laryngoscope · doi:10.1002/lary.28964 · Cited by 106 · see citing works
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Batali, M. E., Frost, S. C., Lebrilla, C. B., Ristenpart, W. D., & Guinard, J. (2020) · Journal of the Science of Food and Agriculture · doi:10.1002/jsfa.10323 · Cited by 30 · see citing works
- Authors
- Spence, C.
- Affiliations
- University of Oxford (GB)
- Corresponding author
- Spence, Charles
- ORCID
- Spence, Charles
- Venue
- Cell
- Publisher
- Elsevier BV
- Published
- 2015-03
- Volume
- 161
- Issue
- 1
- Pages
- 24-35
- ISSN
- 0092-8674 (ISSN-L)
- OpenAlex
- W1965518036
- Cited by
- 579
- References
- 81
- Citations by year
- 2026: 87 · 2025: 83 · 2024: 57 · 2023: 53 · 2022: 46 · 2021: 49 · 2020: 53 · 2019: 64 · 2018: 36 · 2017: 18 · 2016: 28 · 2015: 4
- FWCI
- 43.32
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Cell (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Arts and Humanities Research Council (AH/L007053/1)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Multisensory perception and integration
- Life Sciences › Neuroscience › Cognitive Neuroscience › Tactile and Sensory Interactions
- Life Sciences › Neuroscience › Sensory Systems › Olfactory and Sensory Function Studies
- Keywords
- flavor perception, multisensory integration, food perception, taste, olfaction, taste perception, food design, sensory cues
- MeSH terms
- Culture, Humans, Sensation, Taste, Food Industry, Taste Perception
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