The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Consumer understanding and use of nutrition labelling: a systematic review
Abstract
Objective: To explore published and unpublished research into consumer understanding and use of nutrition labelling which is culturally applicable in Europe. Design: A systematic review undertaken between July 2002 and February 2003. Results: One hundred and three papers were identified that reported on consumer understanding or use of nutrition labelling, most originating from North America or northern Europe. Only a few studies (9%) were judged to be of high or medium–high quality. We found that reported use of nutrition labels is high but more objective measures suggest that actual use of nutrition labelling during food purchase may be much lower. Whether or not consumers can understand and use nutrition labelling depends on the purpose of the task. Available evidence suggests that consumers who do look at nutrition labels can understand some of the terms used but are confused by other types of information. Most appear able to retrieve simple information and make simple calculations and comparisons between products using numerical information, but their ability to interpret the nutrition label accurately reduces as the complexity of the task increases. The addition of interpretational aids like verbal descriptors and recommended reference values helps in product comparison and in putting products into a total diet context. Conclusions: Improvements in nutrition labelling could make a small but important contribution towards making the existing point-of-purchase environment more conducive to the selection of healthy choices. In particular, interpretational aids can help consumers assess the nutrient contribution of specific foods to the overall diet.
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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
Research works printed but not linked: 42
- 10.1016/S0022-3182(12)80763-1 · doi:10.1016/s0022-3182(12)80763-1
- Sibbald, 2003, Canada's nutrition labels: a new world standard?, Canadian Medical Association Journal, 168, 887
- Sullivan, 1995, Food label nutrition literacy: tool development and assessment, Journal of the Canadian Dietetic Association, 56, 68
- 2001, Nutrition Labelling: Qualitative Research
- 2001, Review of Food Labelling 2001
- 10.1111/j.1467-3010.1986.tb01221.x · doi:10.1111/j.1467-3010.1986.tb01221.x
- 10.1108/00070700010348505 · DOI
- 1996, as amended
- Mohr, 1980, Aiding consumer nutrition decisions: comparison of a graphical nutrient density labeling format with the current food labeling system, Home Economics Research Journal, 8, 162, 10.1177/1077727X8000800301 · DOI
- 1993, The FDF–IEHO National Food Safety Report
- Black, 1992, Just Read the Label
- 10.1046/j.1440-6047.2002.00004.x · doi:10.1046/j.1440-6047.2002.00004.x
- 2003, A Systematic Review of the Research on Consumer Understanding of Nutrition Labelling
- 1998, Voluntary Nutrition Labelling
- 10.1046/j.1440-6047.2002.00002.x · doi:10.1046/j.1440-6047.2002.00002.x
- 10.1300/J052v20n02_03 · DOI
- 10.1016/S0002-8223(21)00563-0 · DOI
- 1994, Guide to Nutrition Labelling and Education Act (NLEA) Requirements
- 10.1108/00346650210436253 · DOI
- 2001, Codex Alimentarius Food Labelling Complete Texts
- 1999, Nutrition Labelling: Perceptions and Preferences of Canadians 9
- 10.1177/1077727X8601400308 · DOI
- 10.1177/0092070300283009 · DOI
- 10.1046/j.1467-3010.2000.00070.x · DOI
- 1998, Food, Nutrition and Cardiovascular Disease Prevention in the European Union
- Byrd-Bredbenner, 2001, The inherent educational qualities of nutrition labels, Family and Consumer Sciences Research Journal, 29, 265, 10.1177/1077727X01293004 · doi:10.1177/1077727x01293004
- 2001, Report Number 4
- 1995, Nutrition Labelling Study
- 2001, Position Paper on the Labelling of Food
- 1993, Putting the Consumer First
- 10.1016/S0022-3182(98)70321-8 · DOI
- 1985, Consumer Attitudes to and Understanding of Nutrition Labelling: Quantitative Stage
- 2002, Report of the Application of Directive 90/496/EEC on Nutrition Labelling for Foodstuffs
- Wyn Thomas, 1997, Food Labelling and Healthy Food Choices
- 10.1016/S0022-3182(12)80422-5 · DOI
- 1994, Guidance Notes of Nutrition Labelling
- Levy, 1991, Nutrition labelling formats: performance and preference, Food Technology, 116
- Kafatos, 2001, Eurodiet Reports and Proceedings [special issue], Public Health Nutrition, 4, 265
- 10.1111/j.1745-6606.1981.tb00715.x · DOI
- 10.1108/00346650210423392 · DOI
- Paterson, 2001, Food Labelling Issues – Consumer Qualitative Research
- 1990, Official Journal of the European Communities, 40
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Metadata
- Authors
- Cowburn, G., & Stockley, L.
- Venue
- Public Health Nutrition
- Publisher
- Cambridge University Press (CUP)
- Published
- 2005-02
- Volume
- 8
- Issue
- 1
- Pages
- 21-28
- ISSN
- 1368-9800 (ISSN-L)
- 1475-2727
- OpenAlex
- W2157398428
- Cited by
- 992
- References
- 1
- FWCI
- 2.70
- Type
- journal article
- Language
- en
- Open access
- closed
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