Skip to main content
Top
Published in: BMC Public Health 1/2019

Open Access 01-12-2019 | Obesity | Research article

Effect of calories-only vs physical activity calorie expenditure labeling on lunch calories purchased in worksite cafeterias

Authors: Anthony J. Viera, Ziya Gizlice, Laura Tuttle, Emily Olsson, Julie Gras-Najjar, Derek Hales, Laura Linnan, Feng-Chang Lin, Seth M. Noar, Alice Ammerman

Published in: BMC Public Health | Issue 1/2019

Login to get access

Abstract

Background

Calorie labeling on restaurant menus is a public health strategy to guide consumer ordering behaviors, but effects on calories purchased have been minimal. Displaying labels communicating the physical activity required to burn calories may be a more effective approach, but real-world comparisons are needed.

Methods

In a quasi-experimental study, we examined the effect of physical activity calorie expenditure (PACE) food labels compared to calorie-only labels on point-of-decision food purchasing in three worksite cafeterias in North Carolina. After a year of quarterly baseline data collection, one cafeteria prominently displayed PACE labels, and two cafeterias prominently displayed calorie-only labels. Calories from foods purchased in the cafeteria during lunch were assessed over 2 weeks every 3 months for 2 years by photographs of meals. We compared differences in purchased calorie estimates before and after the labeling intervention was introduced using longitudinal generalized linear mixed model regressions that included a random intercept for each participant.

Results

In unadjusted models comparing average meal calories after vs before labeling, participants exposed to PACE labels purchased 40.4 fewer calories (P = 0.002), and participants exposed to calorie-only labels purchased 38.2 fewer calories (P = 0.0002). The small difference of 2 fewer calories purchased among participants exposed to PACE labeling vs calorie-only labeling was not significant (P = 0.90). Models adjusting for age, sex, race, occupation, numeracy level, and health literacy level did not change estimates appreciably.

Conclusion

In this workplace cafeteria setting, PACE labeling was no more effective than calorie-only labeling in reducing lunchtime calories purchased.
Literature
1.
go back to reference Mokdad AH, Marks JS, Stroup DF, Gerberding JL. Actual causes of death in the United States, 2000. JAMA. 2004;291(10):1238–45.CrossRef Mokdad AH, Marks JS, Stroup DF, Gerberding JL. Actual causes of death in the United States, 2000. JAMA. 2004;291(10):1238–45.CrossRef
2.
go back to reference Flegal KM, Kit BK, Orpana H, Graubard BI. Association of all-cause mortality with overweight and obesity using standard body mass index categories: a systematic review and meta-analysis. JAMA. 2013;309:71–82.CrossRef Flegal KM, Kit BK, Orpana H, Graubard BI. Association of all-cause mortality with overweight and obesity using standard body mass index categories: a systematic review and meta-analysis. JAMA. 2013;309:71–82.CrossRef
3.
go back to reference Riyam J. Nutrition labeling in the food-away-from-home sector. An economic assessment. Economic Research, Report No. ERR-4. United States Department of Agriculture; 2005. Riyam J. Nutrition labeling in the food-away-from-home sector. An economic assessment. Economic Research, Report No. ERR-4. United States Department of Agriculture; 2005.
4.
go back to reference Guthrie JF, Lin BH, Frazao E. Role of food prepared away from home in the American diet, 1977-78 versus 1994-96. Changes and consequences. J Nutr Educ Behav. 2002;34:140–50.CrossRef Guthrie JF, Lin BH, Frazao E. Role of food prepared away from home in the American diet, 1977-78 versus 1994-96. Changes and consequences. J Nutr Educ Behav. 2002;34:140–50.CrossRef
5.
go back to reference Bowman SA, Vinyard BT. Fast food consumption of US adults. Impact on energy and nutrient intakes and overweight status. J Am Coll Nutr. 2004;23:163–8.CrossRef Bowman SA, Vinyard BT. Fast food consumption of US adults. Impact on energy and nutrient intakes and overweight status. J Am Coll Nutr. 2004;23:163–8.CrossRef
6.
go back to reference 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(5):e11–24.CrossRef 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(5):e11–24.CrossRef
7.
go back to reference Bleich SN, Economos CD, Spiker ML, Vercammen KA, VanEpps EM, Block JP, Elbel B, Story M, Roberto CA. A systematic review of calorie labeling and modified calorie labeling interventions: impact on consumer and restaurant behavior. Obesity (Silver Spring). 2017;25(12):2018–44.CrossRef Bleich SN, Economos CD, Spiker ML, Vercammen KA, VanEpps EM, Block JP, Elbel B, Story M, Roberto CA. A systematic review of calorie labeling and modified calorie labeling interventions: impact on consumer and restaurant behavior. Obesity (Silver Spring). 2017;25(12):2018–44.CrossRef
8.
go back to reference Dowray S, Swartz JJ, Braxton D, Viera AJ. Potential effect of physical activity based menu labels on the calorie content of selected fast food meals. Appetite. 2013;62:173–81.CrossRef Dowray S, Swartz JJ, Braxton D, Viera AJ. Potential effect of physical activity based menu labels on the calorie content of selected fast food meals. Appetite. 2013;62:173–81.CrossRef
9.
go back to reference Viera AJ, Tuttle L, Olsson E, Gras-Najjar J, Gizlice Z, Hales D, Linnan L, Lin FC, Noar SM, Ammerman A. Effects of physical activity calorie expenditure (PACE) labeling: study design and baseline sample characteristics. BMC Public Health. 2017;17(1):702.CrossRef Viera AJ, Tuttle L, Olsson E, Gras-Najjar J, Gizlice Z, Hales D, Linnan L, Lin FC, Noar SM, Ammerman A. Effects of physical activity calorie expenditure (PACE) labeling: study design and baseline sample characteristics. BMC Public Health. 2017;17(1):702.CrossRef
10.
go back to reference Blumenthal KG, Volpp KG. Enhancing the effectiveness of food labeling in restaurants. JAMA. 2010;303:553–4.CrossRef Blumenthal KG, Volpp KG. Enhancing the effectiveness of food labeling in restaurants. JAMA. 2010;303:553–4.CrossRef
11.
go back to reference 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 Pub Health. 2012;102:329–35.CrossRef 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 Pub Health. 2012;102:329–35.CrossRef
12.
go back to reference Swartz JJ, Dowray S, Braxton D, Mihas P, Viera AJ. Simplifying healthful choices: a qualitative study of a physical activity based nutrition label format. Nutr J. 2013;12(1):72.CrossRef Swartz JJ, Dowray S, Braxton D, Mihas P, Viera AJ. Simplifying healthful choices: a qualitative study of a physical activity based nutrition label format. Nutr J. 2013;12(1):72.CrossRef
13.
go back to reference Bleich SN, Pollack KM. The publics’ understanding of daily caloric recommendations and their perceptions of calorie posting in chain restaurants. BMC Public Health. 2010;10:121.CrossRef Bleich SN, Pollack KM. The publics’ understanding of daily caloric recommendations and their perceptions of calorie posting in chain restaurants. BMC Public Health. 2010;10:121.CrossRef
14.
go back to reference Nikolaou CK, McPartland M, Demkova L, Lean MEJ. Supersize the label: the effect of prominent calorie labeling on sales. Nutrition. 2017;35:112–3.CrossRef Nikolaou CK, McPartland M, Demkova L, Lean MEJ. Supersize the label: the effect of prominent calorie labeling on sales. Nutrition. 2017;35:112–3.CrossRef
Metadata
Title
Effect of calories-only vs physical activity calorie expenditure labeling on lunch calories purchased in worksite cafeterias
Authors
Anthony J. Viera
Ziya Gizlice
Laura Tuttle
Emily Olsson
Julie Gras-Najjar
Derek Hales
Laura Linnan
Feng-Chang Lin
Seth M. Noar
Alice Ammerman
Publication date
01-12-2019
Publisher
BioMed Central
Keywords
Obesity
Obesity
Published in
BMC Public Health / Issue 1/2019
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-019-6433-x

Other articles of this Issue 1/2019

BMC Public Health 1/2019 Go to the issue