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Review Article| Volume 56, ISSUE 2, P300-314, February 2019

A Meta-Analysis of Food Labeling Effects on Consumer Diet Behaviors and Industry Practices

Published:December 17, 2018DOI:https://doi.org/10.1016/j.amepre.2018.09.024

      Context

      The influence of food and beverage labeling (food labeling) on consumer behaviors, industry responses, and health outcomes is not well established.

      Evidence acquisition

      PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines were followed. Ten databases were searched in 2014 for studies published after 1990 evaluating food labeling and consumer purchases/orders, intakes, metabolic risk factors, and industry responses. Data extractions were performed independently and in duplicate. Studies were pooled using inverse-variance random effects meta-analysis. Heterogeneity was explored with I2, stratified analyses, and meta-regression; and publication bias was assessed with funnel plots, Begg's tests, and Egger's tests. Analyses were completed in 2017.

      Evidence synthesis

      From 6,232 articles, a total of 60 studies were identified, including 2 million observations across 111 intervention arms in 11 countries. Food labeling decreased consumer intakes of energy by 6.6% (95% CI= –8.8%, –4.4%, n=31), total fat by 10.6% (95% CI= –17.7%, –3.5%, n=13), and other unhealthy dietary options by 13.0% (95% CI= –25.7%, –0.2%, n=16), while increasing vegetable consumption by 13.5% (95% CI=2.4%, 24.6%, n=5). Evaluating industry responses, labeling decreased product contents of sodium by 8.9% (95% CI= –17.3%, –0.6%, n=4) and artificial trans fat by 64.3% (95% CI= –91.1%, –37.5%, n=3). No significant heterogeneity was identified by label placement or type, duration, labeled product, region, population, voluntary or legislative approaches, combined intervention components, study design, or quality. Evidence for publication bias was not identified.

      Conclusions

      From reviewing 60 intervention studies, food labeling reduces consumer dietary intake of selected nutrients and influences industry practices to reduce product contents of sodium and artificial trans fat.
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      REFERENCES

        • Benziger CP
        • Roth GA
        • Moran AE
        The Global Burden of Disease Study and the preventable burden of NCD.
        Glob Heart. 2016; 11: 393-397
        • Micha R
        • Penalvo JL
        • Cudhea F
        • Imamura F
        • Rehm CD
        • Mozaffarian D
        Association between dietary factors and mortality from heart disease, stroke, and type 2 diabetes in the United States.
        JAMA. 2017; 317: 912-924
        • FDA
        Changes to the Nutrition Facts label.
        (Published)
      1. Food labeling; nutrition labeling of standard menu items in restaurants and similar retail food establishments. Final rule.
        Fed Regist. 2014; 79: 71155-71259
        • Johnson DB
        • Payne EC
        • McNeese MA
        • Allen D
        Menu-labeling policy in King County, Washington.
        Am J Prev Med. 2012; 43: S130-S135
        • Fox M
        New menu labeling requirements: academy advocacy expands opportunities.
        J Acad Nutr Diet. 2015; 115: 707-708
        • BMRB Social Research
        Comprehension and use of UK nutrition signpost labelling schemes: scientific rationale and design.
        (Published)
        • Food Standards Agency
        Guide to creating a front of pack (FoP) nutrition label for pre-packed products sold through retail outlets.
        (Published)
        • Livsmedelsverket
        The Keyhole.
        2015 (Published)
        • Dotsch-Klerk M
        • Jansen L.
        The Choices programme: a simple, front-of-pack stamp making healthy choices easy.
        Asia Pac J Clin Nutr. 2008; 17: 383-386
        • American Heart Association
        Heart-Check food certification program nutrition requirements.
        (Published)
        • Dumanovsky T
        • Huang CY
        • Bassett MT
        • Silver LD
        Consumer awareness of fast-food calorie information in New York City after implementation of a menu labeling regulation.
        Am J Public Health. 2010; 100: 2520-2525
        • van Herpen E
        • van Trijp HCM
        Front-of-pack nutrition labels. Their effect on attention and choices when consumers have varying goals and time constraints.
        Appetite. 2011; 57: 148-160
        • Miller LM
        • Cassady DL
        Making healthy food choices using nutrition facts panels. The roles of knowledge, motivation, dietary modifications goals, and age.
        Appetite. 2012; 59: 129-139
        • Bonsmann SS
        • Celemin LF
        • Grunert KG
        Food labelling to advance better education for life.
        Eur J Clin Nutr. 2010; 64: S14-S19
        • Koenigstorfer J
        • Wasowicz-Kirylo G
        • Stysko-Kunkowska M
        • Groeppel-Klein A
        Behavioural effects of directive cues on front-of-package nutrition information: the combination matters!.
        Public Health Nutr. 2014; 17: 2115-2121
        • Institute of Medicine
        Examination of Front-of-Package Nutrition Rating Systems and Symbols: Phase 1 Report.
        The National Academies Press, Washington, DC2010
        • Westcombe A
        • Wardle J
        Influence of relative fat content information on responses to three foods.
        Appetite. 1997; 28: 49-62
        • Grimes CA
        • Riddell LJ
        • Nowson CA
        Consumer knowledge and attitudes to salt intake and labelled salt information.
        Appetite. 2009; 53: 189-194
        • Grunert KG
        • Fernandez-Celemin L
        • Wills JM
        • Bonsmann SSG
        • Nureeva L
        Use and understanding of nutrition information on food labels in six European countries.
        J Public Health. 2010; 18: 261-277
        • Lewis JE
        • Arheart KL
        • LeBlanc WG
        • et al.
        Food label use and awareness of nutritional information and recommendations among persons with chronic disease.
        Am J Clin Nutr. 2009; 90: 1351-1357
        • Mozaffarian D
        • Afshin A
        • Benowitz NL
        • et al.
        Population approaches to improve diet, physical activity, and smoking habits: a scientific statement from the American Heart Association.
        Circulation. 2012; 126: 1514-1563
        • Afshin A
        • Penalvo J
        • Del Gobbo L
        • et al.
        CVD prevention through policy: a review of mass media, food/menu labeling, taxation/subsidies, built environment, school procurement, worksite wellness, and marketing standards to improve diet.
        Curr Cardiol Rep. 2015; 17: 98
        • Seymour JD
        • Yaroch AL
        • Serdula M
        • Blanck HM
        • Khan LK
        Impact of nutrition environmental interventions on point-of-purchase behavior in adults: a review.
        Prev Med. 2004; 39: S108-S136
        • Downs SM
        • Thow AM
        • Leeder SR
        The effectiveness of policies for reducing dietary trans fat: a systematic review of the evidence.
        Bull World Health Organ. 2013; 91: 262-269
        • Campos S
        • Doxey J
        • Hammond D
        Nutrition labels on pre-packaged foods: a systematic review.
        Public Health Nutr. 2011; 14: 1496-1506
        • Swartz JJ
        • Braxton D
        • Viera AJ
        Calorie menu labeling on quick-service restaurant menus: an updated systematic review of the literature.
        Int J Behav Nutr Phys Act. 2011; 8: 135
        • Kanter R
        • Vanderlee L
        • Vandevijvere S
        Front-of-package nutrition labelling policy: global progress and future directions.
        Public Health Nutr. 2018; 21: 1399-1408
        • Sinclair SE
        • Cooper M
        • Mansfield ED
        The influence of menu labeling on calories selected or consumed: a systematic review and meta-analysis.
        J Acad Nutr Diet. 2014; 114: 1375-1388
        • Long MW
        • Tobias DK
        • Cradock AL
        • Batchelder H
        • Gortmaker SL
        Systematic review and meta-analysis of the impact of restaurant menu calorie labeling.
        Am J Public Health. 2015; 105: e11-e24
        • Kaur A
        • Scarborough P
        • Rayner M
        A systematic review, and meta-analyses, of the impact of health-related claims on dietary choices.
        Int J Behav Nutr Phys Act. 2017; 14: 93
        • Lichtenstein AH.
        2013 FAO/WHO workshop presentation: IOM report on front-of-package nutrition rating systems and symbols.
        (Published)
        • NICE (National Institute for Health and Care Excellence)
        NICE Guidance: cardiovascular disease prevention.
        www.nice.org.uk/guidance/PH25/chapter/1-Recommendations
        Date: 2010
        Date accessed: February 26, 2017
        (Published)
        • Mozaffarian D
        • Jacobson MF
        • Greenstein JS
        Food reformulations to reduce trans fatty acids.
        N Engl J Med. 2010; 362: 2037-2039
        • Moher D
        • Liberati A
        • Tetzlaff J
        • Altman DG
        Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement.
        BMJ. 2009; 339: b2535
        • Wisdom J
        • Downs JS
        • Loewenstein G
        Promoting healthy choices: information versus convenience.
        Am Econ J Appl Econ. 2010; 2: 164-178
        • Ellison B
        • Lusk JL
        • Davis D
        Looking at the label and beyond: the effects of calorie labels, health consciousness, and demographics on caloric intake in restaurants.
        Int J Behav Nutr Phys Act. 2013; 10: 21
        • Tandon PS
        • Zhou C
        • Chan NL
        • et al.
        The impact of menu labeling on fast-food purchases for children and parents.
        Am J Prev Med. 2011; 41: 434-438
        • Elbel B
        • Kersh R
        • Brescoll VL
        • Dixon LB
        Calorie labeling and food choices: a first look at the effects on low-income people in New York City.
        Health Aff (Millwood). 2009; 28: w1110-w1121
        • Elbel B
        • Mijanovich T
        • Dixon LB
        • et al.
        Calorie labeling, fast food purchasing and restaurant visits.
        Obesity (Silver Spring). 2013; 21: 2172-2179
        • Bollinger B
        • Leslie P
        • Sorensen A
        Calorie posting in chain restaurants.
        Am Econ J Econ Policy. 2011; 3: 91-128
        • Holmes AS
        • Serrano EL
        • Machin JE
        • Duetsch T
        • Davis GC
        Effect of different children's menu labeling designs on family purchases.
        Appetite. 2013; 62: 198-202
        • Pulos E
        • Leng K.
        Evaluation of a voluntary menu-labeling program in full-service restaurants.
        Am J Public Health. 2010; 100: 1035-1039
        • Finkelstein EA
        • Strombotne KL
        • Chan NL
        • Krieger J
        Mandatory menu labeling in one fast-food chain in King County, Washington.
        Am J Prev Med. 2011; 40: 122-127
        • Auchincloss AH
        • Mallya GG
        • Leonberg BL
        • Ricchezza A
        • Glanz K
        • Schwarz DF
        Customer responses to mandatory menu labeling at full-service restaurants.
        Am J Prev Med. 2013; 45: 710-719
        • Afshin A
        • Micha R
        • Khatibzadeh S
        • Mozaffarian D
        Consumption of nuts and legumes and risk of incident ischemic heart disease, stroke, and diabetes: a systematic review and meta-analysis.
        Am J Clin Nutr. 2014; 100: 278-288
        • Afshin A
        • Penalvo JL
        • Del Gobbo L
        • et al.
        The prospective impact of food pricing on improving dietary consumption: a systematic review and meta-analysis.
        PLoS One. 2017; 12e0172277
        • Micha R
        • Karageorgou D
        • Bakogianni I
        • et al.
        Effectiveness of school food environment policies on children's dietary behaviors: a systematic review and meta-analysis.
        PLoS One. 2018; 13e0194555
        • James A
        • Adams-Huet B
        • Shah M
        Menu labels displaying the kilocalorie content or the exercise equivalent: effects on energy ordered and consumed in young adults.
        Am J Health Promot. 2015; 29: 294-302
        • Lowe MR
        • Tappe KA
        • Butryn ML
        • et al.
        An intervention study targeting energy and nutrient intake in worksite cafeterias.
        Eat Behav. 2010; 11: 144-151
        • Steenhuis I
        • Van Assema P
        • Van Breukelen G
        • Glanz K
        • Kok G
        • De Vries H
        The impact of educational and environmental interventions in Dutch worksite cafeterias.
        Health Promot Int. 2004; 19: 335-343
        • Stubenitsky K
        • Aaron J
        • Catt S
        • Mela D
        The influence of recipe modification and nutritional information on restaurant food acceptance and macronutrient intakes.
        Public Health Nutr. 2000; 3: 201-209
        • Steenhuis I
        • Van Assema P
        • Van Breukelen G
        • Glanz K
        The effectiveness of nutrition education and labeling in Dutch supermarkets.
        Am J Health Promot. 2004; 18: 221-224
        • Bergen D
        • Yeh MC
        Effects of energy-content labels and motivational posters on sales of sugar-sweetened beverages: stimulating sales of diet drinks among adults study.
        J Am Diet Assoc. 2006; 106: 1866-1869
        • Roberto CA
        • Shivaram M
        • Martinez O
        • Boles C
        • Harris JL
        • Brownell KD
        The Smart Choices front-of-package nutrition label. Influence on perceptions and intake of cereal.
        Appetite. 2012; 58: 651-657
        • Roberto CA
        • Larsen PD
        • Agnew H
        • Baik J
        • Brownell KD
        Evaluating the impact of menu labeling on food choices and intake.
        Am J Public Health. 2010; 100: 312-318
        • Harnack LJ
        • French SA
        • Oakes JM
        • Story MT
        • Jeffery RW
        • Rydell SA
        Effects of calorie labeling and value size pricing on fast food meal choices: results from an experimental trial.
        Int J Behav Nutr Phys Act. 2008; 5: 63
        • Goodman S
        • Hammond D
        • Hanning R
        • Sheeshka J
        The impact of adding front-of-package sodium content labels to grocery products: an experimental study.
        Public Health Nutr. 2013; 16: 383-391
        • Temple JL
        • Johnson KM
        • Archer K
        • LaCarte A
        • Yi C
        • Epstein LH
        Influence of simplified nutrition labeling and taxation on laboratory energy intake in adults.
        Appetite. 2011; 56: 184-192
        • Miller DL
        • Castellanos VH
        • Shide DJ
        • Peters JC
        • Rolls BJ
        Effect of fat-free potato chips with and without nutrition labels on fat and energy intakes.
        Am J Clin Nutr. 1998; 68: 282-290
        • Hammond D
        • Goodman S
        • Hanning R
        • Daniel S
        A randomized trial of calorie labeling on menus.
        Prev Med. 2013; 57: 860-866
        • Gravel K
        • Doucet E
        • Herman CP
        • Pomerleau S
        • Bourlaud AS
        • Provencher V
        “Healthy,” “diet,” or “hedonic”. How nutrition claims affect food-related perceptions and intake?.
        Appetite. 2012; 59: 877-884
        • Steenhuis IHM
        • Kroeze W
        • Vyth EL
        • Valk S
        • Verbauwen R
        • Seidell JC
        The effects of using a nutrition logo on consumption and product evaluation of a sweet pastry.
        Appetite. 2010; 55: 707-709
        • Bushman BJ
        Effects of warning and information labels on consumption of full-fat, reduced-fat, and no-fat products.
        J Appl Psychol. 1998; 83: 97-101
        • Lassen AD
        • Beck AM
        • Leedo E
        • et al.
        Effectiveness of offering keyhole labelled meals in improving the nutritional quality of lunch meals eaten in worksite canteens.
        Ann Nutr Metab. 2013; 63: 954
        • Thorndike AN
        • Sonnenberg L
        • Riis J
        • Barraclough S
        • Levy DE
        A 2-phase labeling and choice architecture intervention to improve healthy food and beverage choices.
        Am J Public Health. 2012; 102: 527-533
        • Levin S
        Pilot study of a cafeteria program relying primarily on symbols to promote healthy choices.
        J Nutr Educ. 1996; 28: 282-285
        • Vanderlee L
        • Hammond D
        Does nutrition information on menus impact food choice? Comparisons across two hospital cafeterias.
        Public Health Nutr. 2014; 17: 1393-1402
        • Uglem S
        • Stea TH
        • Kjollesdal MKR
        • Frolich W
        • Wandel M
        A nutrition intervention with a main focus on vegetables and bread consumption among young men in the Norwegian National Guard.
        Food Nutr Res. 2013; : 57
        • Aaron JI
        • Evans RE
        • Mela DJ
        Paradoxical effect of a nutrition labelling scheme in a student cafeteria.
        Nutr Res. 1995; 15: 1251-1261
        • Lee-Kwan SH
        • Bleich SN
        • Kim H
        • Colantuoni E
        • Gittelsohn J
        Environmental intervention in carryout restaurants increases sales of healthy menu items in a low-income urban setting.
        Am J Health Promot. 2015; 29: 357-364
        • Brissette I
        • Lowenfels A
        • Noble C
        • Spicer D
        Predictors of total calories purchased at fast-food restaurants: restaurant characteristics, calorie awareness, and use of calorie information.
        J Nutr Educ Behav. 2013; 45: 404-411
        • Namba A
        • Auchincloss A
        • Leonberg BL
        • Wootan MG
        Exploratory analysis of fast-food chain restaurant menus before and after implementation of local calorie-labeling policies, 2005–2011.
        Prev Chronic Dis. 2013; 10: E101
        • Saelens BE
        • Chan NL
        • Krieger J
        • et al.
        Nutrition-labeling regulation impacts on restaurant environments.
        Am J Prev Med. 2012; 43: 505-511
        • Elbel B
        • Gyamfi J
        • Kersh R
        Child and adolescent fast-food choice and the influence of calorie labeling: a natural experiment.
        Int J Obes (Lond). 2011; 35: 493-500
        • Vadiveloo MK
        • Dixon LB
        • Elbel B
        Consumer purchasing patterns in response to calorie labeling legislation in New York City.
        Int J Behav Nutr Phys Act. 2011; 8: 51
        • Bassett MT
        • Dumanovsky T
        • Huang C
        • et al.
        Purchasing behavior and calorie information at fast-food chains in New York City, 2007.
        Am J Public Health. 2008; 98: 1457-1459
        • Gittelsohn J
        • Song HJ
        • Suratkar S
        • et al.
        An urban food store intervention positively affects food-related psychosocial variables and food behaviors.
        Health Educ Behav. 2010; 37: 390-402
        • Patterson BH
        • Kessler LG
        • Wax Y
        • et al.
        Evaluation of a supermarket intervention: the NCI-Giant food eat for health study.
        Eval Rev. 1992; 16: 464-490
        • Louie JC
        • Dunford EK
        • Walker KZ
        • Gill TP
        Nutritional quality of Australian breakfast cereals. Are they improving?.
        Appetite. 2012; 59: 464-470
        • Ogawa Y
        • Tanabe N
        • Honda A
        • et al.
        Point-of-purchase health information encourages customers to purchase vegetables: objective analysis by using a point-of-sales system.
        Environ Health Prev Med. 2011; 16: 239-246
        • Vermeer WM
        • Steenhuis IH
        • Leeuwis FH
        • Bos AE
        • de Boer M
        • Seidell JC
        View the label before you view the movie: a field experiment into the impact of portion size and Guideline Daily Amounts labelling on soft drinks in cinemas.
        BMC Public Health. 2011; 11: 438
        • Kral TV
        • Roe LS
        • Rolls BJ
        Does nutrition information about the energy density of meals affect food intake in normal-weight women?.
        Appetite. 2002; 39: 137-145
        • Shide DJ
        • Rolls BJ
        Information about the fat content of preloads influences energy intake in healthy women.
        J Am Diet Assoc. 1995; 95: 993-998
        • Brannstrom I
        • Weinehall L
        • Persson LA
        • Wester PO
        • Wall S
        Changing social patterns of risk factors for cardiovascular disease in a Swedish community intervention programme.
        Int J Epidemiol. 1993; 22: 1026-1037
        • Sato JN
        • Wagle A
        • McProud L
        • Lee L
        Food label effects on customer purchases in a hospital cafeteria in Northern California.
        J Foodserv Bus Res. 2013; 16: 155-168
        • Sonnenberg L
        • Gelsomin E
        • Levy DE
        • Riis J
        • Barraclough S
        • Thorndike AN
        A traffic light food labeling intervention increases consumer awareness of health and healthy choices at the point-of-purchase.
        Prev Med. 2013; 57: 253-257
        • Freedman MR
        Point-of-selection nutrition information influences choice of portion size in an all-you-can-eat university dining hall.
        J Foodserv Bus Res. 2011; 14: 86-98
        • Hoefkens C
        • Lachat C
        • Kolsteren P
        • Van Camp J
        • Verbeke W
        Posting point-of-purchase nutrition information in university canteens does not influence meal choice and nutrient intake.
        Am J Clin Nutr. 2011; 94: 562-570
        • Krieger JW
        • Chan NL
        • Saelens BE
        • Ta ML
        • Solet D
        • Fleming DW
        Menu labeling regulations and calories purchased at chain restaurants.
        Am J Prev Med. 2013; 44: 595-604
        • Wu HW
        • Sturm R.
        Changes in the energy and sodium content of main entrees in U.S. chain restaurants from 2010 to 2011.
        J Acad Nutr Diet. 2014; 114: 209-219
        • Dumanovsky T
        • Huang CY
        • Nonas CA
        • Matte TD
        • Bassett MT
        • Silver LD
        Changes in energy content of lunchtime purchases from fast food restaurants after introduction of calorie labelling: cross sectional customer surveys.
        BMJ. 2011; 343: d4464
        • Horgen KB
        • Brownell KD
        Comparison of price change and health message interventions in promoting healthy food choices.
        Health Psychol. 2002; 21: 505-512
        • Fotouhinia-Yepes M
        Menu calorie labelling in a fine dining restaurant: will it make a difference?.
        J Qual Assur Hosp Tour. 2013; 14: 281-293
        • Thunstrom L
        • Nordstrom J
        Does easily accessible nutritional labelling increase consumption of healthy meals away from home? A field experiment measuring the impact of a point-of-purchase healthy symbol on lunch sales.
        Acta Agricult Scand C Food Econ. 2011; 8: 200-207
        • Bell C
        • Pond N
        • Davies L
        • Francis JL
        • Campbell E
        • Wiggers J
        Healthier choices in an Australian health service: a pre-post audit of an intervention to improve the nutritional value of foods and drinks in vending machines and food outlets.
        BMC Health Serv Res. 2013; 13: 492
        • Lee JH
        • Adhikari P
        • Kim SA
        • Yoon T
        • Kim IH
        • Lee KT
        Trans fatty acids content and fatty acid profiles in the selected food products from Korea between 2005 and 2008.
        J Food Sci. 2010; 75: C647-C652
        • Ricciuto L
        • Lin K
        • Tarasuk V
        A comparison of the fat composition and prices of margarines between 2002 and 2006, when new Canadian labelling regulations came into effect.
        Public Health Nutr. 2009; 12: 1270-1275
        • Bleich SN
        • Barry CL
        • Gary-Webb TL
        • Herring BJ
        Reducing sugar-sweetened beverage consumption by providing caloric information: how black adolescents alter their purchases and whether the effects persist.
        Am J Public Health. 2014; 104: 2417-2424
        • Bleich SN
        • Herring BJ
        • Flagg DD
        • Gary-Webb TL
        Reduction in purchases of sugar-sweetened beverages among low-income black adolescents after exposure to caloric information.
        Am J Public Health. 2012; 102: 329-335
        • Olstad DL
        • Vermeer J
        • McCargar LJ
        • Prowse RJ
        • Raine KD
        Using traffic light labels to improve food selection in recreation and sport facility eating environments.
        Appetite. 2015; 91: 329-335
        • Hoerr SM
        • Louden VA
        Can nutrition information increase sales of healthful vended snacks?.
        J Sch Health. 1993; 63: 386-390
        • Friesen R
        • Innis SM
        Trans fatty acids in human milk in Canada declined with the introduction of trans fat food labeling.
        J Nutr. 2006; 136: 2558-2561
        • Vesper HW
        • Kuiper HC
        • Mirel LB
        • Johnson CL
        • Pirkle JL
        Levels of plasma trans-fatty acids in non-Hispanic white adults in the United States in 2000 and 2009.
        JAMA. 2012; 307: 562-563
        • Ippolito PM
        • Mathios AD
        Health claims in food marketing: evidence on knowledge and behavior in the cereal market.
        J Public Policy Mark. 1991; 10: 15-32
        • Vyth EL
        • Steenhuis IH
        • Roodenburg AJ
        • Brug J
        • Seidell JC
        Front-of-pack nutrition label stimulates healthier product development: a quantitative analysis.
        Int J Behav Nutr Phys Act. 2010; 7: 65
        • U.S. Food and Drug Administration
        Label claims for conventional foods and dietary supplements.
        www.fda.gov/Food/LabelingNutrition/ucm111447.htm
        Date: 2018
        Date accessed: September 30, 2018
        (Published)
        • U.S. Food and Drug Administration
        Guidance for Industry: food labeling guide.
        (Published)
        • Neuman N
        • Persson Osowski C
        • Mattsson Sydner Y
        • Fjellstrom C
        Swedish students’ interpretations of food symbols and their perceptions of healthy eating. An exploratory study.
        Appetite. 2014; 82: 29-35
        • Wang Q
        • Oostindjer M
        • Amdam GV
        • Egelandsdal B
        Snacks with nutrition labels: tastiness perception, healthiness perception, and willingness to pay by Norwegian adolescents.
        J Nutr Educ Behav. 2016; 48: 104-111.e1
        • Larsson I
        • Lissner L
        • Wilhelmsen L
        The ‘Green Keyhole’ revisited: nutritional knowledge may influence food selection.
        Eur J Clin Nutr. 1999; 53: 776-780
        • Michail N
        Sweden to investigate low uptake of Keyhole logo.
        (Published April 9,)
        • Schilpzand R
        Choices International Foundation/Choices Programme.
        (Published)
        • Vyth EL
        • Steenhuis IH
        • Mallant SF
        • et al.
        A front-of-pack nutrition logo: a quantitative and qualitative process evaluation in the Netherlands.
        J Health Commun. 2009; 14: 631-645
        • Foundation Choice International
        Choices Programme.
        2018
        www.choicesprogramme.org/
        Date accessed: June 18, 2018
        (Published)
        • Michail N
        Dutch industry-backed nutrition label ticked off with mounting criticism.
        (Published April 21,)
        • Michail N
        Dutch ditch healthy eating logo for an app.
        (Published October 24,)
        • Sacks G
        • Rayner M
        • Swinburn B
        Impact of front-of-pack “traffic-light” nutrition labeling on consumer food purchases in the UK.
        Health Promot Int. 2009; 24: 344-352
        • Carreno I.
        Chile's black STOP sign for foods high in fat, salt or sugar.
        Eur J Risk Regul. 2015; 6: 622-628
        • Kinnunen TI
        The Heart symbol: a new food labelling system in Finland.
        Nutr Bull. 2000; 25: 335-339
        • The Health Star Rating
        About Health Star ratings.
        (Published December 6,)
        • Stehbens WE
        The National Heart Foundation of Australia Pick the Tick Program.
        Med J Aust. 1992; 157: 569
        • Young L
        • Swinburn B
        Impact of the Pick the Tick food information programme on the salt content of food in New Zealand.
        Health Promot Int. 2002; 17: 13-19
        • Katz DL
        • Njike VY
        • Rhee LQ
        • Reingold A
        • Ayoob KT
        Performance characteristics of NuVal and the Overall Nutritional Quality Index (ONQI).
        Am J Clin Nutr. 2010; 91: 1102s-1108s
        • Sutherland LA
        • Kaley LA
        • Fischer L
        Guiding stars: the effect of a nutrition navigation program on consumer purchases at the supermarket.
        Am J Clin Nutr. 2010; 91: 1090s-1094s
        • Lupton JR
        • Balentine DA
        • Black RM
        • et al.
        The Smart Choices front-of-package nutrition labeling program: rationale and development of the nutrition criteria.
        Am J Clin Nutr. 2010; 91: 1078s-1089s
        • American Heart Association
        How the Heart-Check Food Certification Program Works.
        (Published)
      2. New York City Department of Health and Mental Hygiene. Intention to Repeal and Reenact Sec 81.50 of the New York City Health Code; 2007.

        • Nikolaou CK
        • Hankey CR
        • Lean ME
        Calorie-labelling: does it impact on calorie purchase in catering outlets and the views of young adults?.
        Int J Obes (Lond). 2015; 39: 542-545
        • Littlewood JA
        • Lourenco S
        • Iversen CL
        • Hansen GL
        Menu labelling is effective in reducing energy ordered and consumed: a systematic review and meta-analysis of recent studies.
        Public Health Nutr. 2016; 19: 2106-2121
        • Cecchini M
        • Warin L
        Impact of food labelling systems on food choices and eating behaviours: a systematic review and meta-analysis of randomized studies.
        Obes Rev. 2016; 17: 201-210
        • Cantu-Jungles TM
        • McCormack LA
        • Slaven JE
        • Slebodnik M
        • Eicher-Miller HA
        A meta-analysis to determine the impact of restaurant menu labeling on calories and nutrients (ordered or consumed) in U.S. adults.
        Nutrients. 2017; 9: 1088
        • Crockett RA
        • King SE
        • Marteau TM
        • et al.
        Nutritional labelling for healthier food or non-alcoholic drink purchasing and consumption.
        Cochrane Database Syst Rev. 2018; 2CD009315
        • Graham DJ
        • Orquin JL
        • Visschers VHM
        Eye tracking and nutrition label use: a review of the literature and recommendations for label enhancement.
        Food Policy. 2012; 37: 378-382
        • Annunziata A
        • Vecchio R
        Factors affecting use and understanding of nutrition information on food labels: evidences from consumers.
        Agricult Econ Rev. 2012; 13: 103-116
        • Wong CL
        • Arcand J
        • Mendoza J
        • et al.
        Consumer attitudes and understanding of low-sodium claims on food: an analysis of healthy and hypertensive individuals.
        Am J Clin Nutr. 2013; 97: 1288-1298
        • Kelly B
        • Hughes C
        • Chapman K
        • et al.
        Consumer testing of the acceptability and effectiveness of front-of-pack food labelling systems for the Australian grocery market.
        Health Promot Int. 2009; 24: 120-129
        • Wiles NL
        • Paterson M
        • Meaker JL
        What factors determine the use of the nutrition information on the food label when female consumers from Pietermaritzburg select and purchase fat spreads?.
        South Afr J Clin Nutr. 2009; 22: 69-73
        • Hoefkens C
        • Verbeke W
        Consumers’ health-related motive orientations and reactions to claims about dietary calcium.
        Nutrients. 2013; 5: 82-96
        • Zezelj I
        • Milosevic J
        • Stojanovic Z
        • Ognjanov G
        The motivational and informational basis of attitudes toward foods with health claims.
        Appetite. 2012; 59: 960-967
        • Afshin A
        • Babalola D
        • McLean M
        • et al.
        Information technology and lifestyle: a systematic evaluation of internet and mobile interventions for improving diet, physical activity, obesity, tobacco, and alcohol use.
        J Am Heart Assoc. 2016; 5e003058
        • Lichtenstein AH
        • Carson JS
        • Johnson RK
        • et al.
        Food-intake patterns assessed by using front-of-pack labeling program criteria associated with better diet quality and lower cardiometabolic risk.
        Am J Clin Nutr. 2014; 99: 454-462
        • Neal B
        • Crino M
        • Dunford E
        • et al.
        Effects of different types of front-of-pack labelling information on the healthiness of food purchases-a randomised controlled trial.
        Nutrients. 2017; 9: 1284
        • Harnack LJ
        • Cogswell ME
        • Shikany JM
        • et al.
        Sources of sodium in U.S. adults from 3 geographic regions.
        Circulation. 2017; 135: 1775-1783
        • Mattes RD
        • Donnelly D
        Relative contributions of dietary sodium sources.
        J Am Coll Nutr. 1991; 10: 383-393
        • Wanders AJ
        • Zock PL
        • Brouwer IA
        Trans fat intake and its dietary sources in general populations worldwide: a systematic review.
        Nutrients. 2017; 9: 840
        • Craig P
        • Cooper C
        • Gunnell D
        • et al.
        Using natural experiments to evaluate population health interventions: new Medical Research Council guidance.
        J Epidemiol Community Health. 2012; 66: 1182-1186
        • Mhurchu CN
        • Eyles H
        • Choi YH
        Effects of a voluntary front-of-pack nutrition labelling system on packaged food reformulation: the Health Star Rating System in New Zealand.
        Nutrients. 2017; 9: 918
        • Acton RB
        • Hammond D
        The impact of price and nutrition labelling on sugary drink purchases: results from an experimental marketplace study.
        Appetite. 2018; 121: 129-137
        • Mhurchu CN
        • Volkova E
        • Jiang Y
        • et al.
        Effects of interpretive nutrition labels on consumer food purchases: the Starlight randomized controlled trial.
        Am J Clin Nutr. 2017; 105: 695-704
        • Julia C
        • Peneau S
        • Buscail C
        • et al.
        Perception of different formats of front-of-pack nutrition labels according to sociodemographic, lifestyle and dietary factors in a French population: cross-sectional study among the NutriNet-Sante cohort participants.
        BMJ Open. 2017; 7e016108