{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,11]],"date-time":"2026-08-11T08:32:03Z","timestamp":1786437123351,"version":"build-2736575974"},"reference-count":59,"publisher":"MDPI AG","issue":"16","license":[{"start":{"date-parts":[[2026,8,11]],"date-time":"2026-08-11T00:00:00Z","timestamp":1786406400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Nutrients"],"abstract":"<jats:p>Background\/Objectives: This study examines the effectiveness of calorie labeling on restaurant menus by investigating how visual attention is allocated between calorie information and food cues. Although calorie labeling policies are widely implemented, prior research suggests limited impact on reducing energy intake. Methods: Using eye-tracking technology, this study explored how menu design factors (specifically visual food cues) influence attention. Results: Results from a within-subject experiment (N = 82) indicated that calorie labels received significantly fewer visual fixations (in terms of frequency and duration) when food images were present. Conversely, calorie labels did not reduce attention to food cues, highlighting an asymmetry in attentional allocations. Interestingly, restricted eaters were associated with more frequent attention to calorie labels but not with longer sustained attention to those labels. Conclusions: Overall, findings suggest that the motivational responses elicited by food cues undermine the effectiveness of calorie labeling by diverting attention away from nutritional information, limiting its utility as a public health intervention.<\/jats:p>","DOI":"10.3390\/nu18162620","type":"journal-article","created":{"date-parts":[[2026,8,11]],"date-time":"2026-08-11T08:09:36Z","timestamp":1786435776000},"page":"2620","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Eyes on the Fries: An Eye-Tracking Study of Motivated Attention and Calorie Labeling on Fast-Food Menus"],"prefix":"10.3390","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6531-6127","authenticated-orcid":false,"given":"Rachel L.","family":"Bailey","sequence":"first","affiliation":[{"name":"School of Communication, Florida State University, Tallahassee, FL 32306, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sun Young","family":"Park","sequence":"additional","affiliation":[{"name":"School of Communication, Florida State University, Tallahassee, FL 32306, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0744-6657","authenticated-orcid":false,"given":"Pooja","family":"Ichplani","sequence":"additional","affiliation":[{"name":"School of Communication, Florida State University, Tallahassee, FL 32306, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sol","family":"Lee","sequence":"additional","affiliation":[{"name":"School of Communication, Florida State University, Tallahassee, FL 32306, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2026,8,11]]},"reference":[{"key":"ref_1","unstructured":"Food and Drug Administration (2026, July 15). FDA\u2019s Implementation of Menu Labeling Moving Forward, Available online: https:\/\/www.fda.gov\/media\/129897\/download."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"192","DOI":"10.1177\/0743915619827013","article-title":"Understanding the calorie labeling paradox in chain restaurants: Why menu calorie labeling alone may not affect average calories ordered","volume":"38","author":"Berry","year":"2019","journal-title":"J. Public Policy Mark."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1186\/1479-5868-5-51","article-title":"Effect of point-of-purchase calorie labeling on restaurant and cafeteria food choices: A review of the literature","volume":"5","author":"Harnack","year":"2008","journal-title":"Int. J. Behav. Nutr. Phys. Act."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1186\/1479-5868-5-63","article-title":"Effects of calorie labeling and value size pricing on fast food meal choices: Results from an experimental trial","volume":"5","author":"Harnack","year":"2008","journal-title":"Int. J. Behav. Nutr. Phys. Act."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"1248","DOI":"10.1007\/s10900-014-9876-0","article-title":"The influence of calorie labeling on food orders and consumption: A review of the literature","volume":"39","author":"Kiszko","year":"2014","journal-title":"J. Commun. Health"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"11","DOI":"10.2105\/AJPH.2015.302570","article-title":"Systematic review and meta-analysis of the impact of restaurant menu calorie labeling","volume":"105","author":"Long","year":"2015","journal-title":"Am. J. Public Health"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1186\/1479-5868-8-135","article-title":"Calorie menu labeling on quick-service restaurant menus: An updated systematic review of the literature","volume":"8","author":"Swartz","year":"2011","journal-title":"Int. J. Behav. Nutr. Phys. Act."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"105992","DOI":"10.1016\/j.appet.2022.105992","article-title":"Fast food menu calorie labeling contexts as complex contributing factors to overeating","volume":"173","author":"Bailey","year":"2022","journal-title":"Appetite"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"104475","DOI":"10.1016\/j.ijhm.2025.104475","article-title":"Calorie labels on restaurant menus: What do consumers see, think, and decide? Eye-tracking and interview insights","volume":"133","author":"Eves","year":"2026","journal-title":"Int. J. Hosp. Manag."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"1035","DOI":"10.2105\/AJPH.2009.174839","article-title":"Evaluation of a voluntary menu-labeling program in full-service restaurants","volume":"100","author":"Pulos","year":"2010","journal-title":"Am. J. Public Health"},{"key":"ref_11","unstructured":"Restrepo, B. (2026, July 15). Calorie Labels at Restaurants: Half of Adults Notice, but Some More Than Others. Amber Waves, 12 August 2024, Available online: https:\/\/www.ers.usda.gov\/amber-waves\/2024\/august\/calorie-labels-at-restaurants-half-of-adults-notice-but-some-more-than-others."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"312","DOI":"10.2105\/AJPH.2009.160226","article-title":"Evaluating the impact of menu labeling on food choices and intake","volume":"100","author":"Roberto","year":"2010","journal-title":"Am. J. Public Health"},{"key":"ref_13","doi-asserted-by":"crossref","unstructured":"Dudo, A., and Besley, J.C. (2016). Scientists\u2019 prioritization of communication objectives for public engagement. PLoS ONE, 11.","DOI":"10.1371\/journal.pone.0148867"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"e51278","DOI":"10.15252\/embr.202051278","article-title":"From deficit to dialogue in science communication: The dialogue communication model requires additional roles from scientists","volume":"21","author":"Reincke","year":"2020","journal-title":"EMBO Rep."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"w1110","DOI":"10.1377\/hlthaff.28.6.w1110","article-title":"Calorie Labeling And Food Choices: A First Look At The Effects On Low-Income People In New York City: Calorie information on menus appears to increase awareness of calorie content, but not necessarily the number of calories people purchase","volume":"28","author":"Elbel","year":"2009","journal-title":"Health Aff."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1002\/jcpy.1053","article-title":"Don\u2019t count calorie labeling out: Calorie counts on the left side of menu items lead to lower calorie food choices","volume":"29","author":"Dallas","year":"2019","journal-title":"J. Consum. Psychol."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/j.appet.2015.11.031","article-title":"Half-size me? How calorie and price information influence ordering on restaurant menus with both half and full entr\u00e9e portion sizes","volume":"97","author":"Haws","year":"2016","journal-title":"Appetite"},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"104446","DOI":"10.1016\/j.appet.2019.104446","article-title":"The effect of spatial location of calorie information on choice, consumption and eye movements","volume":"144","author":"Robertson","year":"2020","journal-title":"Appetite"},{"key":"ref_19","first-page":"114205","article-title":"Perceived stress increases susceptibility to visual food cues in fast-food menu selections","volume":"266","author":"Bailey","year":"2023","journal-title":"Psychol. Behav."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"S57","DOI":"10.1111\/j.1460-2466.2006.00283.x","article-title":"Using the limited capacity model of motivated mediated message processing to design effective cancer communication messages","volume":"56","author":"Lang","year":"2006","journal-title":"J. Commun."},{"key":"ref_21","doi-asserted-by":"crossref","unstructured":"Payne, J.W., Bettman, J.R., and Johnson, E.J. (1993). The Adaptive Decision Maker, Cambridge University Press.","DOI":"10.1017\/CBO9781139173933"},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1111\/joss.12216","article-title":"The impact of menu label design on visual attention, food choice and recognition: An eye tracking study","volume":"31","author":"Reale","year":"2016","journal-title":"J. Sens. Stud."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1509\/jmkg.73.6.1","article-title":"Does in-store marketing work? Effects of the number and position of shelf facings on brand attention and evaluation at the point of purchase","volume":"73","author":"Chandon","year":"2009","journal-title":"J. Mark."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/j.appet.2017.04.020","article-title":"Looking is buying. How visual attention and choice are affected by consumer preferences and properties of the supermarket shelf","volume":"116","author":"Anikin","year":"2017","journal-title":"Appetite"},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"597","DOI":"10.1037\/bul0000328","article-title":"The visual environment and attention in decision making","volume":"147","author":"Orquin","year":"2021","journal-title":"Psychol. Bull."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1016\/j.ijhm.2017.10.020","article-title":"Optimization of menu-labeling formats to drive healthy dining: An eye tracking study","volume":"70","author":"Kim","year":"2018","journal-title":"Int. J. Hosp. Manag."},{"key":"ref_27","first-page":"38","article-title":"Calorie disclosure and color-coding on QSR menus: A multi-method approach using eye-tracking technology, grouping and surveys","volume":"21","author":"Schwebler","year":"2020","journal-title":"Int. J. Hosp. Tour. Adm."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"276","DOI":"10.1037\/1528-3542.1.3.276","article-title":"Emotion and motivation I: Defensive and appetitive reactions in picture processing","volume":"1","author":"Bradley","year":"2001","journal-title":"Emotion"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1111\/j.1469-8986.1993.tb03352.x","article-title":"Looking at Pictures: Affective, Facial, Visceral, and Behavioral Reactions","volume":"30","author":"Lang","year":"1993","journal-title":"Psychophysiology"},{"key":"ref_30","unstructured":"Lang, P.J., Simons, R.F., and Balaban, M.T. (1997). Motivated attention: Affect, activation, and action. Attention and Orienting, Psychology Press."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1080\/03637751.2014.971417","article-title":"Processing food advertisements: Initial biological responses matter","volume":"82","author":"Bailey","year":"2015","journal-title":"Commun. Monogr."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"1183","DOI":"10.1080\/10410236.2016.1214222","article-title":"Influencing eating choices: Biological food cues in advertising and packaging alter trajectories of decision-making and behavior","volume":"32","author":"Bailey","year":"2017","journal-title":"Health Commun."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"351","DOI":"10.1007\/s00221-011-2833-6","article-title":"Food\u2019s visually-perceived fat content and discrimination speed in an orthogonal spatial task","volume":"214","author":"Harrar","year":"2011","journal-title":"Exp. Brain Res."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"5304","DOI":"10.1523\/JNEUROSCI.21-14-05304.2001","article-title":"Involvement of human amygdala and orbitofrontal cortex in hunger-enhanced memory for food stimuli","volume":"21","author":"Morris","year":"2001","journal-title":"J. Neurosci."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1016\/j.appet.2006.07.079","article-title":"Motivational state modulates the hedonic value of food images differently in men and women","volume":"48","author":"Stoeckel","year":"2007","journal-title":"Appetite"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1016\/j.neuroimage.2014.09.069","article-title":"What you see is what you eat: An ALE meta-analysis of the neural correlates of food viewing in children and adolescents","volume":"104","author":"Adan","year":"2015","journal-title":"NeuroImage"},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"851","DOI":"10.1080\/15213269.2022.2082982","article-title":"Appetitive food, aversive warning: Interaction effects of visual and verbal cues on psychophysiological and attitudinal responses to PSAs","volume":"25","author":"Liu","year":"2022","journal-title":"Media Psychol."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"735","DOI":"10.1080\/10410236.2018.1434734","article-title":"Healthy food identification: Food cues and claims affect speeded and thoughtful evaluations of food","volume":"34","author":"Bailey","year":"2018","journal-title":"Health Commun."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"105956","DOI":"10.1016\/j.foodqual.2026.105956","article-title":"Easy as pie, or tasty as one? Effects of taste and convenience cues in Instagram dessert recipe videos on emotional and cognitive processing, memory, and intentions","volume":"144","author":"Decorte","year":"2026","journal-title":"Food Qual. Prefer."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"104996","DOI":"10.1016\/j.foodqual.2023.104996","article-title":"When visual cues influence taste\/flavour perception: A systematic review","volume":"111","author":"Motoki","year":"2023","journal-title":"Food Qual. Prefer."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1080\/15213269.2019.1584569","article-title":"Craving healthy foods?! How sensory appeals increase appetitive motivational processing of healthy foods in adolescents","volume":"23","author":"Samson","year":"2020","journal-title":"Media Psychol."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1146\/annurev.ne.13.030190.000325","article-title":"The attention system of the human brain","volume":"13","author":"Posner","year":"1990","journal-title":"Annu. Rev. Neurosci."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"514","DOI":"10.3758\/s13423-017-1380-y","article-title":"Selection history: How reward modulates selectivity of visual attention","volume":"25","author":"Failing","year":"2018","journal-title":"Psychon. Bull. Rev."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1016\/S0065-2601(08)60214-2","article-title":"The Elaboration Likelihood Model of Persuasion","volume":"Volume 19","author":"Berkowitz","year":"1986","journal-title":"Advances in Experimental Social Psychology"},{"key":"ref_45","unstructured":"Kahneman, D. (2011). Thinking, Fast and Slow, Farrar, Straus and Giroux."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"476","DOI":"10.1111\/j.1467-9280.2008.02112.x","article-title":"Approach-motivated positive affect reduces breadth of attention","volume":"5","author":"Gable","year":"2008","journal-title":"Psychol. Sci."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1080\/15213260903563014","article-title":"Processing central and peripheral detail: How content arousal and emotional tone influence encoding","volume":"13","author":"Yegiyan","year":"2010","journal-title":"Media Psychol."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1016\/j.physbeh.2016.09.004","article-title":"Contextual cue exposure effects on food intake in restrained eaters","volume":"167","author":"Kemps","year":"2016","journal-title":"Physiol. Behav."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"101313","DOI":"10.1016\/j.eatbeh.2019.101313","article-title":"The effect of the spatial positioning of a healthy food cue on food choice from a pictorial-style menu","volume":"34","author":"Keegan","year":"2019","journal-title":"Eat. Behav."},{"key":"ref_50","unstructured":"Statista (2026, July 15). Advertising Expenses of Selected Food Companies in the United States in Fiscal Year 2019. Available online: https:\/\/www.statista.com\/statistics\/1182657\/ad-expenses-food-companies\/?srsltid=AfmBOooOrgRRoXkvgdPXbkO1LCM78wq56F-tkun_kQF7MQPnZtkePc2N."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"386","DOI":"10.2307\/2136404","article-title":"A global measure of perceived stress","volume":"24","author":"Cohen","year":"1983","journal-title":"J. Health Soc. Behav."},{"key":"ref_52","unstructured":"Raudenbush, S.W., and Bryk, A.S. (2002). Hierarchical Linear Models: Applications and Data Analysis Methods, Sage Publications. [2nd ed.]."},{"key":"ref_53","unstructured":"Raudenbush, S.W., and Congdon, R.T. (2021). HLM 8: Hierarchical Linear and Nonlinear Modeling, Version 8, Scientific Software International."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1016\/j.appet.2016.04.026","article-title":"The role of expectations in the effect of food cue exposure on intake","volume":"103","author":"Kemps","year":"2016","journal-title":"Appetite"},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"1939","DOI":"10.1111\/j.1559-1816.2001.tb00211.x","article-title":"The effects of a list of food items on motivations to eat in dieters and non-dieters","volume":"31","author":"Oakes","year":"2001","journal-title":"J. Appl. Soc. Psychol."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"296","DOI":"10.1016\/j.neuroimage.2010.11.055","article-title":"The first taste is always with the eyes: A meta-analysis on the neural correlates of processing visual food cues","volume":"55","author":"Viergever","year":"2011","journal-title":"Neuroimage"},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"537","DOI":"10.1016\/j.physbeh.2009.02.044","article-title":"\u2018Liking\u2019 and \u2018wanting\u2019 food rewards: Brain substrates and roles in eating disorders","volume":"97","author":"Berridge","year":"2009","journal-title":"Physiol. Behav."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"646","DOI":"10.1126\/science.1168450","article-title":"Self-control in decision-making involves modulation of the vmPFC valuation system","volume":"324","author":"Hare","year":"2009","journal-title":"Science"},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"1619","DOI":"10.1002\/eat.24485","article-title":"Evidence of Altered Biobehavioral Threat Processes in Adolescents with Eating Disorders: A Scoping Review","volume":"58","author":"Gorrell","year":"2025","journal-title":"Int. J. Eat. Disord."}],"container-title":["Nutrients"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-6643\/18\/16\/2620\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,11]],"date-time":"2026-08-11T08:24:18Z","timestamp":1786436658000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-6643\/18\/16\/2620"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8,11]]},"references-count":59,"journal-issue":{"issue":"16","published-online":{"date-parts":[[2026,8]]}},"alternative-id":["nu18162620"],"URL":"https:\/\/doi.org\/10.3390\/nu18162620","relation":{},"ISSN":["2072-6643"],"issn-type":[{"value":"2072-6643","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8,11]]}}}