Impact of different food label formats on healthiness evaluation and food choice of consumers: a randomized-controlled study
Open accessAbstract
BACKGROUND: Front of pack food labels or signpost labels are currently widely discussed as means to help consumers to make informed food choices. It is hoped that more informed food choices will result in an overall healthier diet. There is only limited evidence, as to which format of a food label is best understood by consumers, helps them best to differentiate between more or less healthy food and whether these changes in perceived healthiness result in changes of food choice. METHODS: In a randomised experimental study in Hamburg/Germany 420 adult subjects were exposed to one of five experimental conditions: (1) a simple "healthy choice" tick, (2) a multiple traffic light label, (3) a monochrome Guideline Daily Amount (GDA) label, (4) a coloured GDA label and (5) a "no label" condition. In the first task they had to identify the healthier food items in 28 pair-wise comparisons of foods from different food groups. In the second task they were asked to select food portions from a range of foods to compose a one-day's consumption. Differences between means were analysed using ANOVAs. RESULTS: Task I: Experimental conditions differed significantly in the number of correct decisions (p < 0.001). In the condition "no label" subjects had least correct decisions (20.2 +/- 3.2), in the traffic light condition most correct decisions were made (24.8 +/- 2.4). Task II: Envisaged daily food consumption did not differ significantly between the experimental conditions. CONCLUSION: Different food label formats differ in the understanding of consumers. The current study shows, that German adults profit most from the multiple traffic light labels. Perceived healthiness of foods is influenced by this label format most often. Nevertheless, such changes in perceived healthiness are unlikely to influence food choice and consumption. Attempts to establish the informed consumer with the hope that informed choices will be healthier choices are unlikely to change consumer behaviour and will not result in the desired contribution to the prevention of obesity and diet related diseases.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
A larger (N=420) acute single meal controlled intervention demonstrated that front-of-pack food labels resulted in improved recognition of more versus less healthful foods but did not alter which foods were selected by subjects.
“A larger (N=420) acute (single meal) controlled intervention demonstrated that front-of-pack food labels resulted in improved recognition of more versus less healthful foods but did not alter which foods were selected by subjects.108”
From Population Approaches to Improve Diet, Physical Activity, and Smoking Habits: A Scientific Statement From the American Heart Association (2012) · cites this paper as [108]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz
(2013) · Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz · doi:10.1007/103.1437-1588 · Cited by 11,769 · see citing works
Diet, nutrition and the prevention of chronic diseases
Joint, W. (2002) · Medical Entomology and Zoology · Cited by 4,889 · see citing works
Kromeyer-Hauschild, K., Wabitsch, M., Kunze, D., Geller, F., Geiss, H. C., Hesse, V., von Hippel, A., Jaeger, U., Johnsen, D., Korte, W., et al. (2001) · Monatsschrift Kinderheilkunde · doi:10.1007/s001120170107 · Cited by 2,176 · see citing works
Diet, Nutrition, and the Prevention of Chronic Diseases
Leong, A. (1992) · Pathology · doi:10.1016/s0031-3025(16)36541-2 · Cited by 1,633 · see citing works
A review of European research on consumer response to nutrition information on food labels
Grunert, K. G., & Wills, J. M. (2007) · Journal of Public Health · doi:10.1007/s10389-007-0101-9 · Cited by 1,250 · see citing works
Consumer understanding and use of nutrition labelling: a systematic review
Cowburn, G., & Stockley, L. (2005) · Public Health Nutrition · doi:10.1079/phn2005666 · Cited by 994 · see citing works
Die Verbreitung von Übergewicht und Adipositas bei Kindern und Jugendlichen in Deutschland
Kurth, B. ‐., & Rosario, A. S. (2007) · Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz · doi:10.1007/s00103-007-0235-5 · Cited by 536 · see citing works
Consumer Inference: A Review of Processes, Bases, and Judgment Contexts
Kardes, F. R., Posavac, S. S., & Cronley, M. L. (2004) · Journal of Consumer Psychology · doi:10.1207/s15327663jcp1403_6 · Cited by 531 · see citing works
Feunekes, G. I. J., Gortemaker, I. A., Willems, A. A., Lion, R., & van den Kommer, M. (2007) · Appetite · doi:10.1016/j.appet.2007.05.009 · Cited by 478 · see citing works
Consumers' Use of Nutritional Labels: A Review of Research Studies and Issues
Drichoutis, A. C., Lazaridis, P., & Nayga, R. M. (2006) · Cited by 438 · see citing works
Kurth, B., & Rosario, A. S. (2007) · Robert-Koch-Institut (RKI) · doi:10.25646/482 · Cited by 406 · see citing works
Use Of Food Nutrition Labels is Associated with Lower Fat Intake
NEUHOUSER, M. L., KRISTAL, A. R., & PATTERSON, R. E. (1999) · Journal of the American Dietetic Association · doi:10.1016/s0002-8223(99)00013-9 · Cited by 308 · see citing works
Satia, J. A., Galanko, J. A., & Neuhouser, M. L. (2005) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2004.12.006 · Cited by 307 · see citing works
Do Nutrition Label Readers Eat Healthier Diets? Behavioral Correlates of Adults’ Use of Food Labels
Kreuter, M. W., Brennan, L. K., Scharff, D. P., & Lukwago, S. N. (1997) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(18)30175-2 · Cited by 200 · see citing works
Jones, G., & Richardson, M. (2007) · Public Health Nutrition · doi:10.1017/s1368980007258513 · Cited by 191 · see citing works
Impact of the Pick the Tick food information programme on the salt content of food in New Zealand
Young, L. (2002) · Health Promotion International · doi:10.1093/heapro/17.1.13 · Cited by 178 · see citing works
Knowledge, Attitudes, and Label Use among College Students
Misra, R. (2007) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2007.09.001 · Cited by 144 · see citing works
Do dietary intakes affect search for nutrient information on food labels?
Lin, C. J., Lee, J., & Yen, S. T. (2004) · Social Science & Medicine · doi:10.1016/j.socscimed.2004.02.030 · Cited by 134 · see citing works
Nutrition labelling: issues and policies
Baltas, G. (2001) · European Journal of Marketing · doi:10.1108/03090560110388178 · Cited by 115 · see citing works
The Role of Summary Information in Facilitating Consumers’ Comprehension of Nutrition Information
Viswanathan, M., & Hastak, M. (2002) · Journal of Public Policy & Marketing · doi:10.1509/jppm.21.2.305.17596 · Cited by 72 · see citing works
Zobel, M. (1976) · Food / Nahrung · doi:10.1002/food.19760200636 · Cited by 67 · see citing works
Pfau, C., Oltersdorf, U., & Brombach, C. (2008) · Cited by 62 · see citing works
Ticks, claims, tables and food groups: a comparison for nutrition labelling
SCOTT, V., & Worsley, A. (1994) · Health Promotion International · doi:10.1093/heapro/9.1.27 · Cited by 46 · see citing works
Flagged first, then by citations
2 of the 25 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- European Commission CORRIGENDA. Corrigendum to Regulation (EC) No 1924/2006 of the European Parliament and of the Council of 20 December 2006 on nutrition and health claims made on foods Official Journal of the European Union 2006
- EUFIC EUFIC Press Release from 25/09/2008: One in four UK consumers look for nutrition information on food labels
Cited by
Sorted by citations
OECD (2019) · OECD health policy studies · doi:10.1787/67450d67-en · Cited by 1,167 · see citing works
Nutrition labels on pre-packaged foods: a systematic review
Campos, S. E. V., Doxey, J. R., & Hammond, D. G. (2011) · Public Health Nutrition · doi:10.1017/s1368980010003290 · Cited by 953 · see citing works
Accelerating Progress in Obesity Prevention: Solving the Weight of the Nation
Glickman, D., Parker, L., Sim, L. J., Cook, H. D. V., & Miller, E. A. (2012) · Cited by 653 · see citing works
Grunert, K. G., Wills, J. M., & Fernández-Celemı́n, L. (2010) · Appetite · doi:10.1016/j.appet.2010.05.045 · Cited by 648 · see citing works
Mozaffarian, D., Afshin, A., Benowitz, N. L., Bittner, V., Daniels, S. R., Franch, H. A., Jacobs, D. R., Kraus, W. E., Kris-Etherton, P. M., Krummel, D. A., et al. (2012) · Circulation · doi:10.1161/cir.0b013e318260a20b · Cited by 601 · see citing works
Cecchini, M., & Warin, L. (2015) · Obesity Reviews · doi:10.1111/obr.12364 · Cited by 538 · see citing works
The science on front-of-package food labels
Hawley, K. L., Roberto, C. A., Bragg, M. A., Liu, P. J., Schwartz, M. B., & Brownell, K. D. (2012) · Public Health Nutrition · doi:10.1017/s1368980012000754 · Cited by 522 · see citing works
Consumer effects of front-of-package nutrition labeling: An interdisciplinary meta-analysis
Ikonen, I., Sotgiu, F., Aydinli, A., & Verlegh, P. W. J. (2020) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-019-00663-9 · Cited by 454 · see citing works
Effects of front-of-package and shelf nutrition labeling systems on consumers
Hersey, J., Wohlgenant, K. C., Arsenault, J. E., Kosa, K., & Muth, M. K. (2013) · Nutrition Reviews · doi:10.1111/nure.12000 · Cited by 383 · see citing works
van Herpen, E., & van Trijp, J. C. M. (2011) · Appetite · doi:10.1016/j.appet.2011.04.011 · Cited by 371 · see citing works
Traffic-Light Labels and Choice Architecture
Thorndike, A. N., Riis, J., Sonnenberg, L. M., & Levy, D. E. (2014) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2013.10.002 · Cited by 335 · see citing works
Graham, D. J., Orquin, J. L., & Visschers, V. H. M. (2012) · Food Policy · doi:10.1016/j.foodpol.2012.03.004 · Cited by 296 · see citing works
The obesity epidemic: challenges, health initiatives, and implications for gastroenterologists.
Hurt, R. T., Kulisek, C., Buchanan, L. A., & McClave, S. A. (2010) · PubMed Central · Cited by 284 · see citing works
Front-of-package food labels: A narrative review
Temple, N. J. (2019) · Appetite · doi:10.1016/j.appet.2019.104485 · Cited by 280 · see citing works
Reducing the population's sodium intake: the UK Food Standards Agency's salt reduction programme
Wyness, L. A., Butriss, J. L., & Stanner, S. A. (2012) · Public Health Nutrition · doi:10.1017/s1368980011000966 · Cited by 275 · see citing works
Egnell, M., Talati, Z., Herçberg, S., Pettigrew, S., & Julia, C. (2018) · Nutrients · doi:10.3390/nu10101542 · Cited by 275 · see citing works
Dubois, P., Albuquerque, P., Allais, O., Bonnet, C., Bertail, P., Combris, P., Lahlou, S., Rigal, N., Ruffieux, B., & Chandon, P. (2020) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-020-00723-5 · Cited by 268 · see citing works
Impact of Different Front-of-Pack Nutrition Labels on Consumer Purchasing Intentions
Ducrot, P., Julia, C., Méjean, C., Kesse‐Guyot, E., Touvier, M., Fezeu, L., Herçberg, S., & Péneau, S. (2015) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2015.10.020 · Cited by 228 · see citing works
Khandpur, N., Sato, P. D. M., Mais, L. A., Martins, A. P. B., Spinillo, C. G., Garcia, M. T., Rojas, C. F. U., & Jaime, P. C. (2018) · Nutrients · doi:10.3390/nu10060688 · Cited by 214 · see citing works
Sonnenberg, L. M., Gelsomin, E. D., Levy, D. E., Riis, J., Barraclough, S., & Thorndike, A. N. (2013) · Preventive Medicine · doi:10.1016/j.ypmed.2013.07.001 · Cited by 210 · see citing works
van Kleef, E., & Dagevos, H. (2013) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408398.2011.653018 · Cited by 209 · see citing works
Bialkova, S., Grunert, K. G., Juhl, H. J., Wąsowicz, G., Styśko-Kunkowska, M. A., & van Trijp, J. C. M. (2014) · Appetite · doi:10.1016/j.appet.2013.11.021 · Cited by 192 · see citing works
Arrúa, A., Machín, L., Curutchet, M. R., Martínez, J., Antúnez, L., Alcaire, F., Giménez, A., & Ares, G. (2017) · Public Health Nutrition · doi:10.1017/s1368980017000866 · Cited by 180 · see citing works
The relationship between food label use and dietary intake in adults: A systematic review
Anastasiou, K., Miller, M., & Dickinson, K. M. (2019) · Appetite · doi:10.1016/j.appet.2019.03.025 · Cited by 159 · see citing works
Machín, L., Aschemann‐Witzel, J., Curutchet, M. R., Giménez, A., & Ares, G. (2017) · Appetite · doi:10.1016/j.appet.2017.10.037 · Cited by 151 · see citing works
Effects of nutrition label format and product assortment on the healthfulness of food choice
Aschemann‐Witzel, J., Grunert, K. G., van Trijp, J. C. M., Bialkova, S., Raats, M. M., Hodgkins, C. E., Wąsowicz, G., & Koenigstorfer, J. (2013) · Appetite · doi:10.1016/j.appet.2013.07.004 · Cited by 147 · see citing works
Front of pack labels enhance attention to nutrition information in novel and commercial brands
Becker, M. W., Bello, N. M., Sundar, R. P., Peltier, C., & Bix, L. (2015) · Food Policy · doi:10.1016/j.foodpol.2015.08.001 · Cited by 140 · see citing works
Effects of health labels on expected and actual taste perception of soup
Liem, D. G., Aydin, N. T., & Zandstra, E. H. (2012) · Food Quality and Preference · doi:10.1016/j.foodqual.2012.02.015 · Cited by 137 · see citing works
Food Choices of Minority and Low-Income Employees
Levy, D. E., Riis, J., Sonnenberg, L. M., Barraclough, S., & Thorndike, A. N. (2012) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2012.05.004 · Cited by 137 · see citing works
Egnell, M., Ducrot, P., Touvier, M., Allès, B., Herçberg, S., Kesse‐Guyot, E., & Julia, C. (2018) · PLoS ONE · doi:10.1371/journal.pone.0202095 · Cited by 136 · see citing works
Ducrot, P., Méjean, C., Julia, C., Kesse‐Guyot, E., Touvier, M., Fezeu, L., Herçberg, S., & Péneau, S. (2015) · PLoS ONE · doi:10.1371/journal.pone.0140898 · Cited by 128 · see citing works
Front-of-Package Nutrition Rating Systems and Symbols: Promoting Healthier Choices
Wartella, E. A., Lichtenstein, A. H., Yaktine, A. L., & Nathan, R. (2017) · Cited by 122 · see citing works
Which front-of-pack nutrition label is the most efficient one? The results of an eye-tracker study
Siegrist, M., Leins-Hess, R., & Keller, C. (2014) · Food Quality and Preference · doi:10.1016/j.foodqual.2014.07.010 · Cited by 119 · see citing works
Watson, W. L., Kelly, B., Hector, D., Hughes, C., King, L. A., Crawford, J. C., Sergeant, J., & Chapman, K. L. (2013) · Appetite · doi:10.1016/j.appet.2013.09.027 · Cited by 118 · see citing works
A qualitative study of consumer perceptions and use of traffic light food labelling in Ecuador
Freire, W. B., Waters, W. F., Rivas-Mariño, G., Nguyen, T., & Rivas, P. (2016) · Public Health Nutrition · doi:10.1017/s1368980016002457 · Cited by 118 · see citing works
The Impact of Front-of-Package Label Design on Consumer Understanding of Nutrient Amounts
Goodman, S. E., Vanderlee, L., Acton, R. B., Mahamad, S., & Hammond, D. G. (2018) · Nutrients · doi:10.3390/nu10111624 · Cited by 114 · see citing works
Appearance Matters: Neural Correlates of Food Choice and Packaging Aesthetics
van der Laan, L. N., de Ridder, D. T. D., Viergever, M. A., & Smeets, P. A. M. (2012) · PLoS ONE · doi:10.1371/journal.pone.0041738 · Cited by 112 · see citing works
Objective Understanding of Front-of-Package Nutrition Labels among Nutritionally At-Risk Individuals
Ducrot, P., Méjean, C., Julia, C., Kesse‐Guyot, E., Touvier, M., Fezeu, L., Herçberg, S., & Péneau, S. (2015) · Nutrients · doi:10.3390/nu7085325 · Cited by 112 · see citing works
Egnell, M., Crosetto, P., d’Almeida, T. C., Kesse‐Guyot, E., Touvier, M., Ruffieux, B., Herçberg, S., Muller, L., & Julia, C. (2019) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-019-0817-2 · Cited by 107 · see citing works
Hieke, S., & Wilczynski, P. (2011) · Public Health Nutrition · doi:10.1017/s1368980011002874 · Cited by 106 · see citing works
Crosetto, P., Lacroix, A., Muller, L., & Ruffieux, B. (2019) · European Review of Agricultural Economics · doi:10.1093/erae/jbz037 · Cited by 104 · see citing works
The Smart Choices front-of-package nutrition label. Influence on perceptions and intake of cereal
Roberto, C. A., Shivaram, M., Martinez, O., Boles, C., Harris, J. L., & Brownell, K. D. (2012) · Appetite · doi:10.1016/j.appet.2012.01.003 · Cited by 104 · see citing works
Healthful Food Decision Making in Response to Traffic Light Color-Coded Nutrition Labeling
Koenigstorfer, J., Groeppel‐Klein, A., & Kamm, F. (2013) · Journal of Public Policy & Marketing · doi:10.1509/jppm.12.091 · Cited by 104 · see citing works
Hagmann, D., & Siegrist, M. (2020) · Food Quality and Preference · doi:10.1016/j.foodqual.2020.103894 · Cited by 103 · see citing works
Front-of-pack nutrition labelling: are multiple formats a problem for consumers?
Draper, A., Adamson, A., Clegg, S. R., Malam, S., Rigg, M., & Duncan, S. (2011) · European Journal of Public Health · doi:10.1093/eurpub/ckr144 · Cited by 103 · see citing works
Jacquier, C., Bonthoux, F., Baciu, M., & Ruffieux, B. (2012) · Nutrition Reviews · doi:10.1111/j.1753-4887.2011.00447.x · Cited by 102 · see citing works
How to improve consumers' environmental sustainability judgements of foods
Lazzarini, G. A., Visschers, V. H. M., & Siegrist, M. (2018) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2018.07.033 · Cited by 98 · see citing works
Morley, B., Scully, M. L., Martin, J. E., Niven, P., Dixon, H., & Wakefield, M. A. (2013) · Appetite · doi:10.1016/j.appet.2013.03.003 · Cited by 97 · see citing works
Consumers' responses to front-of-pack labels that vary by interpretive content
Talati, Z., Pettigrew, S., Kelly, B., Ball, K., Dixon, H., & Shilton, T. (2016) · Appetite · doi:10.1016/j.appet.2016.03.009 · Cited by 96 · see citing works
Emberger‐Klein, A., & Menrad, K. (2017) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2017.10.105 · Cited by 94 · see citing works
Sharf, M., Sela, R., Zentner, G., Shoob, H., Shai, I., & Stein‐Zamir, C. (2011) · Appetite · doi:10.1016/j.appet.2011.12.010 · Cited by 94 · see citing works
Méjean, C., Macouillard, P., Péneau, S., Herçberg, S., & Castetbon, K. (2012) · Public Health Nutrition · doi:10.1017/s1368980012003515 · Cited by 93 · see citing works
Welfare effects of nudges: The emotional tax of calorie menu labeling
Thunström, L. (2019) · Judgment and Decision Making · doi:10.1017/s1930297500002874 · Cited by 93 · see citing works
Nutrition label processing in the past 10 years: Contributions from eye tracking approach
Ma, G., & Zhuang, X. (2020) · Appetite · doi:10.1016/j.appet.2020.104859 · Cited by 85 · see citing works
Obesity management: what brings success?
Lagerros, Y. T., & Rössner, S. (2012) · Therapeutic Advances in Gastroenterology · doi:10.1177/1756283x12459413 · Cited by 85 · see citing works
Consumer acceptability and understanding of front‐of‐pack nutrition labels
Méjean, C., Macouillard, P., Péneau, S., Herçberg, S., & Castetbon, K. (2013) · Journal of Human Nutrition and Dietetics · doi:10.1111/jhn.12039 · Cited by 83 · see citing works
Nutrition Labeling to Prevent Obesity: Reviewing the Evidence from Europe
Bonsmann, S. S. G., & Wills, J. M. (2012) · Current Obesity Reports · doi:10.1007/s13679-012-0020-0 · Cited by 83 · see citing works
Bryła, P. (2020) · Nutrients · doi:10.3390/nu12092605 · Cited by 80 · see citing works
Graham, D. J., Heidrick, C., & Hodgin, K. L. (2015) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2015.02.019 · Cited by 80 · see citing works
Egnell, M., Talati, Z., Gombaud, M., Galan, P., Herçberg, S., Pettigrew, S., & Julia, C. (2019) · Nutrients · doi:10.3390/nu11081817 · Cited by 79 · see citing works
Thunström, L., Nordström, J., Shogren, J. F., Ehmke, M. D., & Veld, K. V. (2016) · Journal of Risk and Uncertainty · doi:10.1007/s11166-016-9236-9 · Cited by 78 · see citing works
Optimization of menu-labeling formats to drive healthy dining: An eye tracking study
Kim, E., Tang, L. R., Meusel, C. R., & Gupta, M. (2017) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2017.10.020 · Cited by 77 · see citing works
Slapø, H., & Karevold, K. I. (2019) · Frontiers in Sustainable Food Systems · doi:10.3389/fsufs.2019.00040 · Cited by 77 · see citing works
Lima, M., Ares, G., & Deliza, R. (2017) · Food Quality and Preference · doi:10.1016/j.foodqual.2017.10.003 · Cited by 77 · see citing works
Muller, L., & Ruffieux, B. (2020) · Nutrients · doi:10.3390/nu12092870 · Cited by 75 · see citing works
Hallez, L., Qutteina, Y., Raedschelders, M., Boen, F., & Smits, T. (2020) · Nutrients · doi:10.3390/nu12041062 · Cited by 73 · see citing works
Influence of simplified nutrition labeling and taxation on laboratory energy intake in adults
Temple, J. L., Johnson, K., Archer, K., LaCarte, A., Yi, C., & Epstein, L. H. (2011) · Appetite · doi:10.1016/j.appet.2011.04.018 · Cited by 72 · see citing works
Nieto, C., Jáuregui, A., Contreras‐Manzano, A., Arillo‐Santillán, E., Barquera, S., White, C. M., Hammond, D. G., & Thrasher, J. F. (2019) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-019-0842-1 · Cited by 72 · see citing works
An Online Survey on Consumer Knowledge and Understanding of Added Sugars
Tierney, M., Gallagher, A. M., Giotis, E. S., & Pentieva, K. D. (2017) · Nutrients · doi:10.3390/nu9010037 · Cited by 70 · see citing works
Richetin, J., Caputo, V., Demartini, E., Conner, M. T., & Perugini, M. (2022) · Appetite · doi:10.1016/j.appet.2022.105970 · Cited by 69 · see citing works
Hollands, G. J., Shemilt, I., Marteau, T. M., Jebb, S. A., Kelly, M. P., Nakamura, R., Suhrcke, M., & Ogilvie, D. (2013) · Cited by 68 · see citing works
Helping consumers with a front-of-pack label: Numbers or colors?
Crosetto, P., Muller, L., & Ruffieux, B. (2016) · Journal of Economic Psychology · doi:10.1016/j.joep.2016.03.006 · Cited by 67 · see citing works
Understanding and acceptability by Hispanic consumers of four front-of-pack food labels
la Cruz-Góngora, V. V. D., Torres‐Pereda, P., Contreras‐Manzano, A., Jáuregui, A., Rosas, V. M., Villalpando, S., & Rodríguez-Oliveros, G. (2017) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-017-0482-2 · Cited by 67 · see citing works
Salient nutrition labels increase the integration of health attributes in food decision-making
Enax, L., Krajbich, I. M., & Weber, B. (2016) · Judgment and Decision Making · doi:10.1017/s1930297500004563 · Cited by 66 · see citing works
Regulatory initiatives to reduce sugar-sweetened beverages (SSBs) in Latin America
Bergallo, P., Castagnari, V., Fernández, A., & Méjía, R. (2018) · PLoS ONE · doi:10.1371/journal.pone.0205694 · Cited by 66 · see citing works
Relationships among Food Label Use, Motivation, and Dietary Quality
Miller, L. M. S., Cassady, D. L., Applegate, E., Beckett, L. A., Wilson, M., Gibson, T. N., & Ellwood, K. C. (2015) · Nutrients · doi:10.3390/nu7021068 · Cited by 64 · see citing works
Dodds, P., Wolfenden, L., Chapman, K., Wellard, L., Hughes, C., & Wiggers, J. (2014) · Appetite · doi:10.1016/j.appet.2013.10.013 · Cited by 63 · see citing works
Kurtzman, E. T., & Greene, J. (2015) · Patient Education and Counseling · doi:10.1016/j.pec.2015.07.030 · Cited by 62 · see citing works
Beyond Consumer Switching: Supply Responses to Food Packaging and Advertising Regulations
Alé‐Chilet, J., & Moshary, S. (2022) · Marketing Science · doi:10.1287/mksc.2021.1315 · Cited by 61 · see citing works
The Potential Effectiveness of Front-of-Pack Nutrition Labeling for Improving Population Diets
Kelly, B., Ng, S., Carrad, A., & Pettigrew, S. (2024) · Annual Review of Nutrition · doi:10.1146/annurev-nutr-011224-030917 · Cited by 60 · see citing works
Machín, L., Cabrera, M., Curutchet, M. R., Martínez, J., Giménez, A., & Ares, G. (2017) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2016.12.003 · Cited by 58 · see citing works
Fialon, M., Egnell, M., Talati, Z., Galan, P., Dréano-Trécant, L., Touvier, M., Pettigrew, S., Herçberg, S., & Julia, C. (2020) · Nutrients · doi:10.3390/nu12082307 · Cited by 57 · see citing works
Influence of Nutritional Knowledge on the Use and Interpretation of Spanish Nutritional Food Labels
Carrillo, E., Varela, P., & Fiszman, S. (2011) · Journal of Food Science · doi:10.1111/j.1750-3841.2011.02479.x · Cited by 56 · see citing works
van Herpen, E., Seiss, E., & van Trijp, J. C. M. (2012) · Food Quality and Preference · doi:10.1016/j.foodqual.2012.03.003 · Cited by 56 · see citing works
The impact of traffic light color-coding on food health perceptions and choice.
Trudel, R., Murray, K. B., Kim, S., & Chen, S. (2015) · Journal of Experimental Psychology Applied · doi:10.1037/xap0000049 · Cited by 54 · see citing works
Vyth, E. L., Steenhuis, I. H., Brandt, H. E., Roodenburg, A. J. C., Brug, J., & Seidell, J. C. (2012) · Nutrition Reviews · doi:10.1111/j.1753-4887.2012.00535.x · Cited by 51 · see citing works
Machín, L., Giménez, A., Curutchet, M. R., Martínez, J., & Ares, G. (2016) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2016.04.396 · Cited by 51 · see citing works
The response to nutritional labels: Evidence from a quasi-experiment
Fichera, E., & von Hinke, S. (2020) · Journal of Health Economics · doi:10.1016/j.jhealeco.2020.102326 · Cited by 51 · see citing works
Reale, S., & Flint, S. W. (2016) · Journal of Sensory Studies · doi:10.1111/joss.12216 · Cited by 50 · see citing works
Blaga, O. M., Vasilescu, L., & Cherecheș, R. M. (2017) · Perspectives in Public Health · doi:10.1177/1757913917720233 · Cited by 50 · see citing works
Rramani, Q., Krajbich, I. M., Enax, L., Brustkern, L., & Weber, B. (2020) · Nutrition Research · doi:10.1016/j.nutres.2020.06.013 · Cited by 49 · see citing works
Examination of Front-of-Package Nutrition Rating Systems and Symbols
Institute of Medicine (2010) · National Academies Press eBooks · doi:10.17226/12957 · Cited by 47 · see citing works
Assessing information on food packages
Clement, J., Smith, V., Zlatev, J., Gidlöf, K., & van de Weijer, J. (2017) · European Journal of Marketing · doi:10.1108/ejm-09-2013-0509 · Cited by 47 · see citing works
Consumer support for healthy food and drink vending machines in public places
Carrad, A., Louie, J. C. Y., Milosavljevic, M., Kelly, B., & Flood, V. M. (2015) · Australian and New Zealand Journal of Public Health · doi:10.1111/1753-6405.12386 · Cited by 46 · see citing works
Babió, N., Vicent, P., López, L., Benito, A., Basulto, J., & Salas‐Salvadó, J. (2013) · Public Health Nutrition · doi:10.1017/s1368980013001274 · Cited by 45 · see citing works
What cognitive sciences have to say about the impacts of nutritional labelling formats
Muller, L., & Prevost, M. (2016) · Journal of Economic Psychology · doi:10.1016/j.joep.2016.01.005 · Cited by 45 · see citing works
Ogundijo, D. A., Tas, A. A., & Onarinde, B. A. (2021) · Nutrients · doi:10.3390/nu13051499 · Cited by 45 · see citing works
Mušura, A., Stojnić, B., & Ostić, D. B. (2020) · Food Quality and Preference · doi:10.1016/j.foodqual.2020.103948 · Cited by 43 · see citing works
Determinants of Food Label Use among Supermarket Shoppers: A Singaporean Perspective
Vijaykumar, S., Lwin, M. O., Chao, J., & Au, C. (2013) · Journal of Nutrition Education and Behavior · doi:10.1016/j.jneb.2012.09.001 · Cited by 43 · see citing works
Food-and-beverage environment and procurement policies for healthier work environments
Gardner, C. D., Whitsel, L. P., Thorndike, A. N., Marrow, M. W., Otten, J. J., Foster, G. D., Carson, J. A. S., & Johnson, R. K. (2014) · Nutrition Reviews · doi:10.1111/nure.12116 · Cited by 42 · see citing works
- Authors
- Borgmeier, I., & Westenhoefer, J.
- Affiliations
- HAW Hamburg (DE)
- Venue
- BMC Public Health
- Published
- 2009-06-12
- Volume
- 9
- Issue
- 1
- Pages
- 184-184
- ISSN
- 1471-2458 (ISSN-L)
- PMC
- PMC2702386
- OpenAlex
- W2131451081
- Cited by
- 334
- References
- 25
- Citations by year
- 2026: 3 · 2025: 10 · 2024: 15 · 2023: 10 · 2022: 26 · 2021: 15 · 2020: 31 · 2019: 31 · 2018: 19 · 2017: 27 · 2016: 22 · 2015: 29 · 2014: 17 · 2013: 29 · 2012: 28
- FWCI
- 16.73
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Public Health (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Consumer Attitudes and Food Labeling
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Packaging Perceptions and Trends
- Social Sciences › Sociology and Political Science › Consumer behavior in food and health
- Keywords
- traffic light labels, food choice, daily food consumption, obesity prevention
- MeSH terms
- Adult, Choice Behavior, Diet, Educational Status, Female, Food Labeling, Germany, Humans, Male, Nutritional Requirements, Sex Factors, Health Behavior, Body Mass Index, Nutrition Policy, Consumer Health Information
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review