Multisensory flavor perception: Assessing the influence of fruit acids and color cues on the perception of fruit-flavored beverages
Abstract
We report a study designed to investigate the influence of fruit acids (in particular, citric and malic acid) on people's perception of the identity and the intensity of a variety of different fruit-flavored solutions. Participants had to identify the flavor of fruit-flavored drinks that were colored yellow, grey, orange, red, or else were presented as colorless solutions. The participants also rated the intensity of flavor, sweetness, and sourness of each solution using a Labelled Magnitude Scale (LMS). The participants identified the flavors of the beverages more accurately when citric and malic acids were added to the solutions, and/or when the solutions were colored appropriately. Moreover, the perception of flavor intensity was modulated by the presence of the fruit acids in the solutions.
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Addition of colouring had the largest effect on performance of non-tasters, less effect on medium-tasters, and very little effect on colour identification responses of supertasters.
“the addition of colouring had the largest e ect on the performance of the non-tasters, less of an e ect on the medium-tasters, and very little e ect on the colour identification responses of the supertasters.”
From The Role of Intrinsic and Extrinsic Sensory Factors in Sweetness Perception of Food and Beverages: A Review (2019) · cites this paper as [195]
In a flavour identification task, non-tasters correctly identified 19% of solutions, medium tasters 31%, and supertasters 67%.
“Overall, the non-tasters correctly identified 19% of the solutions, the medium tasters 31% and the supertasters 67% of the drinks that they were given to taste.”
From The Role of Intrinsic and Extrinsic Sensory Factors in Sweetness Perception of Food and Beverages: A Review (2019) · cites this paper as [195]
An orange-coloured water solution is significantly sweeter than other colours only in combination with orange flavour.
“Zampini and his colleagues [195] found that an orange-coloured water solution only was found significantly sweeter than other colours in combination with orange flavour.”
From The Role of Intrinsic and Extrinsic Sensory Factors in Sweetness Perception of Food and Beverages: A Review (2019) · cites this paper as [195]
Supertasters show less visual dominance over their perception of flavour than medium tasters, who in turn show less visual dominance than non-tasters.
“supertasters showed less visual dominance over their perception of flavour than medium tasters who, in turn, showed less visual dominance than non-tasters.”
From The Role of Intrinsic and Extrinsic Sensory Factors in Sweetness Perception of Food and Beverages: A Review (2019) · cites this paper as [195]
Cites
PTC/PROP tasting: Anatomy, psychophysics, and sex effects
Bartoshuk, L. M., Duffy, V. B., & Miller, I. J. (1994) · Physiology & Behavior · doi:10.1016/0031-9384(94)90361-1 · Cited by 814 · see citing works
Representation of Pleasant and Aversive Taste in the Human Brain
O’Doherty, J. P., Rolls, E. T., Francis, S., Bowtell, R. W., & McGlone, F. P. (2001) · Journal of Neurophysiology · doi:10.1152/jn.2001.85.3.1315 · Cited by 674 · 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
Green, B. G., Shaffer, G. S., & Gilmore, M. M. (1993) · Chemical Senses · doi:10.1093/chemse/18.6.683 · Cited by 610 · see citing works
Color as a factor in food choice
Clydesdale, F. M. (1993) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408399309527614 · Cited by 463 · see citing works
DuBose, C. N., Cardello, A. V., & Maller, O. (1980) · Journal of Food Science · doi:10.1111/j.1365-2621.1980.tb06562.x · Cited by 325 · 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-citationEssick, G. K., CHOPRA, A., Guest, S., & McGlone, F. P. (2003) · Physiology & Behavior · doi:10.1016/j.physbeh.2003.08.007 · Cited by 233 · see citing works
Influence of color on taste thresholds
MAGA, J. A. (1974) · Chemical Senses · doi:10.1093/chemse/1.1.115 · Cited by 221 · see citing works
Buettner, A. (2001) · Chemical Senses · doi:10.1093/chemse/26.9.1211 · Cited by 213 · see citing works
Color affects perceived odor intensity.
Zellner, D. A., & Kautz, M. A. (1990) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.16.2.391 · Cited by 189 · see citing works
Perceived sweetness and redness in colored sucrose solutions
JOHNSON, J., & CLYDESDALE, F. M. (1982) · Journal of Food Science · doi:10.1111/j.1365-2621.1982.tb12706.x · Cited by 182 · see citing works
Effects of color and odor on judgments of sweetness among children and adults
Lavin, J. G., & Lawless, H. T. (1998) · Food Quality and Preference · doi:10.1016/s0950-3293(98)00009-3 · Cited by 166 · see citing works
Bonnans, S. R., & Noble, A. C. (1993) · Chemical Senses · doi:10.1093/chemse/18.3.273 · Cited by 157 · see citing works
Color affects perceived odor intensity.
Zellner, D. A., & Kautz, M. A. (1990) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.16.2.391 · Cited by 146 · see citing works
'Thermal Taste' Predicts Higher Responsiveness to Chemical Taste and Flavor
Green, B. G. (2004) · Chemical Senses · doi:10.1093/chemse/bjh065 · Cited by 135 · see citing works
Effect of Color on Expected and Experienced Refreshment, Intensity, and Liking of Beverages
Zellner, D. A., & Durlach, P. J. (2003) · The American Journal of Psychology · doi:10.2307/1423663 · Cited by 135 · see citing works
Simultaneous Real-Time Measurements of Mastication, Swallowing, Nasal Airflow, and Aroma Release
Hodgson, M., Linforth, R., & TAYLOR, A. J. (2003) · Journal of Agricultural and Food Chemistry · doi:10.1021/jf030118+ · Cited by 127 · see citing works
Interactions of suprathereshold taste stimuli.
Kamen, J. Μ., Pilgrim, F. J., Gutman, N. J., & Kroll, B. J. (1961) · Journal of Experimental Psychology · doi:10.1037/h0044534 · Cited by 125 · see citing works
Fabian, F. W., & Blum, H. (1943) · Journal of Food Science · doi:10.1111/j.1365-2621.1943.tb16560.x · Cited by 120 · see citing works
Pangborn, R. M. (1960) · Journal of Food Science · doi:10.1111/j.1365-2621.1960.tb00328.x · Cited by 111 · see citing works
Psychological Processes in Flavour Perception
Prescott, J. (2004) · Wiley eBooks · doi:10.1002/9780470995716.ch9 · Cited by 95 · see citing works
Sensory integration in citric acid/sucrose mixtures
Schifferstein, H. N. J., & Frijters, J. E. R. (1990) · Chemical Senses · doi:10.1093/chemse/15.1.87 · Cited by 87 · see citing works
The effect of expectation on judgments of odor
Engen, T. (1972) · Acta Psychologica · doi:10.1016/0001-6918(72)90025-x · Cited by 84 · see citing works
Roth, H., RADLE, L. J., GIFFORD, S. R., & Clydesdale, F. M. (1988) · Journal of Food Science · doi:10.1111/j.1365-2621.1988.tb13543.x · Cited by 79 · see citing works
Consumer Age Affects Response to Sensory Characteristics of a Cherry Flavored Beverage
PHILIPSEN, D. H., Clydesdale, F. M., Griffin, R., & STERN, P. (1995) · Journal of Food Science · doi:10.1111/j.1365-2621.1995.tb05674.x · Cited by 78 · see citing works
Taste Interrelationships. II. Suprathreshold Solutions of Sucrose and Citric Acid
Pangborn, R. M. (1961) · Journal of Food Science · doi:10.1111/j.1365-2621.1961.tb00811.x · Cited by 67 · see citing works
KUO, Y., Pangborn, R. M., & Noble, A. C. (1993) · International Journal of Food Science & Technology · doi:10.1111/j.1365-2621.1993.tb01258.x · Cited by 62 · see citing works
Pfeiffer, J. C., Hort, J., Hollowood, T., & Taylor, A. J. (2006) · Perception & Psychophysics · doi:10.3758/bf03193671 · Cited by 58 · see citing works
The Influence of Physical State and Color on Perceived Sweetness
Alley, R. L., & Alley, T. R. (1998) · The Journal of Psychology · doi:10.1080/00223989809599289 · Cited by 57 · see citing works
Perceptual integration of tertiary taste mixtures
McBride, R., & Finlay, D. C. (1990) · Perception & Psychophysics · doi:10.3758/bf03206683 · Cited by 53 · see citing works
Colour and its Role in Sweetness Perception
Strugnell, C. (1997) · Appetite · doi:10.1006/appe.1996.0065 · Cited by 38 · see citing works
The Psychophysical Relationship Between Color and Sodium Chloride Concentrations in Model Systems
GIFFORD, S. R., & Clydesdale, F. M. (1986) · Journal of Food Protection · doi:10.4315/0362-028x-49.12.977 · Cited by 37 · see citing works
PERCEPTION OF TASTE MIXTURES BY EXPERIENCED AND NOVICE ASSESSORS1
McBride, R., & Finlay, D. C. (1989) · Journal of Sensory Studies · doi:10.1111/j.1745-459x.1989.tb00447.x · Cited by 30 · see citing works
THE PSYCHOPHYSICAL RELATIONSHIP BETWEEN COLOR AND SALT CONCENTRATIONS IN CHICKEN FLAVORED BROTHS
GIFFORD, S. R., Clydesdale, F. M., & Damon, R. A. (1987) · Journal of Sensory Studies · doi:10.1111/j.1745-459x.1987.tb00193.x · Cited by 30 · see citing works
Role of Sweeteners in Food Flavor
Sjöström, L. B., & Cairncross, S. E. (1955) · Advances in chemistry series · doi:10.1021/ba-1955-0012.ch015 · Cited by 22 · see citing works
Factors Affecting the Perception of Naturalness and Flavor Strength in Citrus Drinks
King, B. M., & Duineveld, C. A. A. (1998) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1998.tb10674.x · Cited by 7 · see citing works
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Foster, K. D., Grigor, J., Cheong, J. N., Yoo, M. J. Y., Bronlund, J. E., & Morgenstern, M. P. (2011) · Journal of Food Science · doi:10.1111/j.1750-3841.2010.02029.x · Cited by 211 · see citing works
Narumi, T., Nishizaka, S., Kajinami, T., Tanikawa, T., & Hirose, M. (2011) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1978942.1978957 · Cited by 209 · see citing works
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Spence, C. J., & Shankar, M. U. (2010) · Journal of Sensory Studies · doi:10.1111/j.1745-459x.2009.00267.x · Cited by 180 · see citing works
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Sakamoto, M., & Watanabe, J. (2015) · Chemical Senses · doi:10.1093/chemse/bjv078 · Cited by 58 · see citing works
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Self-citationShen, M., Shi, L., & Gao, Z. (2017) · Food Quality and Preference · doi:10.1016/j.foodqual.2017.10.004 · Cited by 54 · see citing works
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Self-citationSuzuki, C., Narumi, T., Tanikawa, T., & Hirose, M. (2014) · International Conference on Advances in Computer Entertainment Technology (ACE) · doi:10.1145/2663806.2663825 · Cited by 49 · see citing works
Cheng, H., Kong, W., Tang, T., Ren, K., Zhang, K., Wei, H., & Lin, T. (2022) · Frontiers in Plant Science · doi:10.3389/fpls.2022.830517 · Cited by 42 · see citing works
Ranasinghe, N., Jain, P., Karwita, S., & Yi–Luen, E. (2017) · International Conference on Tangible, Embedded, and Embodied Interaction (TEI) · doi:10.1145/3024969.3024977 · Cited by 41 · see citing works
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Self-citationShankar, M. U., Simons, C. T., Levitan, C., Shiv, B., McClure, S. M., & Spence, C. J. (2010) · Journal of Sensory Studies · doi:10.1111/j.1745-459x.2010.00305.x · Cited by 38 · see citing works
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Spence, C. J. (2016) · Flavour · doi:10.1002/9781118929384.ch16 · Cited by 22 · see citing works
Self-citationShi, C., Wei, L., Yuan, X., Chen, Q., Ye, J., Wu, J., Dai, Z., & Lu, Y. (2025) · Food Chemistry · doi:10.1016/j.foodchem.2025.143673 · Cited by 21 · see citing works
de Castilhos, M. B. M., Maia, J. D. G., Gómez‐Alonso, S., Bianchi, V. L. D., & Hermosín‐Gutiérrez, I. (2016) · LWT · doi:10.1016/j.lwt.2016.01.043 · Cited by 21 · see citing works
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Spence, C. J. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-812492-5.00010-3 · Cited by 23 · see citing works
Self-citationWilton, M., Stančák, A., Giesbrecht, T., Thomas, A. K., & Kirkham, T. C. (2018) · Psychophysiology · doi:10.1111/psyp.13299 · Cited by 19 · see citing works
Acidity Drop and Coloration in Clementine: Implications for Fruit Quality and Harvesting Practices
Julhia, L., Belmin, R., Meynard, J.-M., Pailly, O., & Casabianca, F. (2019) · Frontiers in Plant Science · doi:10.3389/fpls.2019.00754 · Cited by 18 · see citing works
Canales, E., Gallardo, R. K., Iorizzo, M., Muńoz, P., Ferrão, L. F. V., Luby, C. H., Bassil, N. V., Pottorff, M., Perkins-Veazie, P. M., Sandefur, P. J., et al. (2024) · HortScience · doi:10.21273/hortsci17947-24 · Cited by 16 · see citing works
Peng, Z., Song, S., Fu, D., Zhou, J., Chang, H., Wang, B., Xu, R., Zhang, C., & Wang, Y. (2024) · Scientia Horticulturae · doi:10.1016/j.scienta.2024.113797 · Cited by 16 · see citing works
In-line measurement of sunflower oil color in the Lovibond scale using a low-cost robust device
Muzzio, C. R., Díaz, R. J., & Dini, N. G. (2013) · Journal of Food Engineering · doi:10.1016/j.jfoodeng.2013.07.023 · Cited by 16 · see citing works
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Spence, C., & Piqueras-Fiszman, B. (2014) · Wiley eBooks · doi:10.1002/9781118491003.ch6 · Cited by 16 · see citing works
Self-citationOn the psychological effects of food color
Spence, C. J. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-99608-2.00004-5 · Cited by 14 · see citing works
Self-citationSpence, C. J. (2023) · International Journal of Gastronomy and Food Science · doi:10.1016/j.ijgfs.2023.100682 · Cited by 15 · see citing works
Self-citationZhao, P., Liu, C., Qiu, S., Chen, K., Wang, Y., Hou, C., Huang, R., & Li, J. (2023) · Foods · doi:10.3390/foods12102016 · Cited by 14 · see citing works
Wiedmann, K., Haase, J., Bettels, J., & Reuschenbach, C. (2019) · Journal of Product & Brand Management · doi:10.1108/jpbm-07-2017-1524 · Cited by 14 · see citing works
Jaud, D. A., Lorey, T., Pouzalgues, N., & Masson, G. (2024) · Food Quality and Preference · doi:10.1016/j.foodqual.2024.105308 · Cited by 13 · see citing works
Septianto, F. (2016) · Asia Pacific Journal of Marketing and Logistics · doi:10.1108/apjml-11-2015-0182 · Cited by 12 · see citing works
Jiang, T., Schaal, B., Boulanger, V., Kontar, F., & Soussignan, R. (2013) · Appetite · doi:10.1016/j.appet.2013.04.003 · Cited by 12 · see citing works
Instrumental assessment of the sensory quality of juices
Heredia, F. J., González-Miret, M. L., Meléndez‐Martínez, A. J., & Vicario, I. M. (2013) · Elsevier eBooks · doi:10.1533/9780857098856.3.565 · Cited by 12 · see citing works
Comprehensive New Insights into Sweet Taste Transmission Mechanisms and Detection Methods
Sun, Y., Zhang, S., Bao, T., Jiang, Z., Huang, W., Xu, X., Qiu, Y., Lei, P., Wang, R., Xu, H., et al. (2025) · Foods · doi:10.3390/foods14132397 · Cited by 11 · see citing works
Temporal sweetness profile of MNEI protein in gelled model systems
Monaco, R. D., Plaza, A. G., Miele, N. A., Picone, D., & Cavella, S. (2016) · Journal of Sensory Studies · doi:10.1111/joss.12222 · Cited by 11 · see citing works
Qualitative comparison of blackcurrant and blackcurrant—whey beverages
Jaworska, G., Sady, M., Grega, T., Bernaś, E., & Pogoń, K. (2011) · Food Science and Technology International · doi:10.1177/1082013210382480 · Cited by 11 · see citing works
The Crucial Role of Color in the Perception of Beverages
Spence, C. J. (2016) · Springer eBooks · doi:10.1007/978-3-319-23672-8_21 · Cited by 10 · see citing works
Self-citationEating with our eyes: on the color of flavor
Spence, C. J. (2015) · Cambridge University Press eBooks · doi:10.1017/cbo9781107337930.030 · Cited by 12 · see citing works
Self-citationSeo, H., & Hummel, T. R. (2011) · Chemical and functional properties of food components series · doi:10.1201/b11187-4 · Cited by 10 · see citing works
Gustatory-Visual Interaction in Human Brain Cortex: fNIRS Study
Jezierska, K., Cymbaluk‐Płoska, A., Zaleska, J., & Podraza, W. (2025) · Brain Sciences · doi:10.3390/brainsci15010092 · Cited by 9 · see citing works
A Study on Persistence of GAN-Based Vision-Induced Gustatory Manipulation
Nakano, K., Horita, D., Kawai, N., Isoyama, N., Sakata, N., Kiyokawa, K., Yanai, ., & Narumi, T. (2021) · Electronics · doi:10.3390/electronics10101157 · Cited by 9 · see citing works
Multimodal sensory interactions
Sinding, C., Saint‐Eve, A., & Thomas‐Danguin, T. (2022) · Elsevier eBooks · doi:10.1016/b978-0-323-89903-1.00001-3 · Cited by 9 · see citing works
Influence of polishing ratio on the rice brewing characteristics and the flavour quality of sake
Zhao, Z., Ding, Y., Zhang, X., Zhang, X., Li, T., Lin, Q., & Wang, L. (2025) · Food Bioscience · doi:10.1016/j.fbio.2025.106145 · Cited by 7 · see citing works
Aydınoğlu, N. Z., & Sayın, E. (2016) · Elsevier eBooks · doi:10.1016/b978-0-08-100295-7.00019-0 · Cited by 8 · see citing works
Instrumental assessment of the sensory quality of beer
Siebert, K. J. (2013) · Elsevier eBooks · doi:10.1533/9780857098856.3.547 · Cited by 7 · see citing works
Assessing the Role of Visual and Auditory Cues in Multisensory Perception of Flavor
Zampini, M., & Spence, C. J. (2011) · Frontiers in neuroscience · doi:10.1201/b11092-47 · Cited by 7 · see citing works
Self-citationZhang, H., Yuan, Y., Zhang, Y., Dai, Z., Wang, P., & Zhang, J. (2023) · Acta Physiologiae Plantarum · doi:10.1007/s11738-023-03575-y · Cited by 6 · see citing works
- Authors
- Zampini, M., Wantling, E., Phillips, N., & Spence, C.
- Affiliations
- University of Trento (IT)
- Unilever (United Kingdom) (GB)
- University of Oxford (GB)
- Corresponding author
- Zampini, Massimiliano
- Venue
- Food Quality and Preference
- Publisher
- Elsevier BV
- Published
- 2008-04
- Volume
- 19
- Issue
- 3
- Pages
- 335-343
- ISSN
- 0950-3293 (ISSN-L)
- OpenAlex
- W2027115122
- Cited by
- 142
- References
- 36
- Citations by year
- 2026: 7 · 2025: 10 · 2024: 11 · 2023: 5 · 2022: 9 · 2021: 3 · 2020: 4 · 2019: 14 · 2018: 4 · 2017: 6 · 2016: 17 · 2015: 9 · 2014: 7 · 2013: 10 · 2012: 4
- FWCI
- 5.96
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Food Quality and Preference (publishedVersion)
- Institutional Research Information System (Università degli Studi di Trento) (submittedVersion)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Food Science › Sensory Analysis and Statistical Methods
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Multisensory perception and integration
- Health Sciences › Nursing › Nutrition and Dietetics › Biochemical Analysis and Sensing Techniques
- Keywords
- citric acid, malic acid, fruit acids, color cues, flavor intensity, sweetness perception
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