1
|
Gibson LA, Stephens-Shields AJ, Hua SV, Orr JA, Lawman HG, Bleich SN, Volpp KG, Bleakley A, Thorndike AN, Roberto CA. Comparison of Sales From Vending Machines With 4 Different Food and Beverage Messages: A Randomized Trial. JAMA Netw Open 2024; 7:e249438. [PMID: 38717775 PMCID: PMC11079689 DOI: 10.1001/jamanetworkopen.2024.9438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 02/27/2024] [Indexed: 05/12/2024] Open
Abstract
Importance Point-of-sale food messaging can encourage healthier purchases, but no studies have directly compared multiple interventions in the field. Objective To examine which of 4 food and beverage messages would increase healthier vending machine purchases. Design, Setting, and Participants This randomized trial assessed 13 months (February 1, 2019, to February 29, 2020) of vending sales data from 267 machines and 1065 customer purchase assessments from vending machines on government property in Philadelphia, Pennsylvania. Data analysis was performed from March 5, 2020, to November 8, 2022. Interventions Study interventions were 4 food and beverage messaging systems: (1) beverage tax posters encouraging healthy choices because of the Philadelphia tax on sweetened drinks; (2) green labels for healthy products; (3) traffic light labels: green (healthy), yellow (moderately healthy), or red (unhealthy); or (4) physical activity equivalent labels (minutes of activity to metabolize product calories). Main Outcomes and Measures Sales data were analyzed separately for beverages and snacks. The main outcomes analyzed at the transaction level were calories sold and the health status (using traffic light criteria) of each item sold. Additional outcomes were analyzed at the monthly machine level: total units sold, calories sold, and units of each health status sold. The customer purchase assessment outcome was calories purchased per vending trip. Results Monthly sales data came from 150 beverage and 117 snack vending machines, whereas 1065 customers (558 [52%] male) contributed purchase assessment data. Traffic light labels led to a 30% decrease in the mean monthly number of unhealthy beverages sold (mean ratio [MR], 0.70; 95% CI, 0.55-0.88) compared with beverage tax posters. Physical activity labels led to a 34% (MR, 0.66; 95% CI, 0.51-0.87) reduction in the number of unhealthy beverages sold at the machine level and 35% (MR, 0.65; 95% CI, 0.50-0.86) reduction in mean calories sold. Traffic light labels also led to a 30-calorie reduction (b = -30.46; 95% CI, -49.36 to -11.56) per customer trip in the customer purchase analyses compared to physical activity labels. There were very few significant differences for snack machines. Conclusions and Relevance In this 13-month randomized trial of 267 vending machines, the traffic light and physical activity labels encouraged healthier beverage purchases, but no change in snack sales, compared with a beverage tax poster. Corporations and governments should consider such labeling approaches to promote healthier beverage choices. Trial Registration ClinicalTrials.gov Identifier: NCT06260176.
Collapse
Affiliation(s)
- Laura A. Gibson
- Department of Medical Ethics and Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Center for Health Incentives and Behavioral Economics at the University of Pennsylvania’s Leonard Davis Institute of Health Economics, Philadelphia
| | - Alisa J. Stephens-Shields
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Sophia V. Hua
- Department of Medical Ethics and Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Center for Health Incentives and Behavioral Economics at the University of Pennsylvania’s Leonard Davis Institute of Health Economics, Philadelphia
| | - Jennifer A. Orr
- Department of Medical Ethics and Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Center for Health Incentives and Behavioral Economics at the University of Pennsylvania’s Leonard Davis Institute of Health Economics, Philadelphia
| | - Hannah G. Lawman
- Division of Chronic Disease and Injury Prevention, Philadelphia Department of Public Health, Philadelphia, Pennsylvania
- Now with Novo Nordisk Inc, Plainsboro Township, New Jersey
| | - Sara N. Bleich
- Department of Health Policy & Management, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Kevin G. Volpp
- Department of Medical Ethics and Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Center for Health Incentives and Behavioral Economics at the University of Pennsylvania’s Leonard Davis Institute of Health Economics, Philadelphia
- Department of Health Care Management, University of Pennsylvania Wharton School, Philadelphia
| | - Amy Bleakley
- Department of Communication, University of Delaware, Newark
| | - Anne N. Thorndike
- Division of General Internal Medicine, Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
| | - Christina A. Roberto
- Department of Medical Ethics and Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Center for Health Incentives and Behavioral Economics at the University of Pennsylvania’s Leonard Davis Institute of Health Economics, Philadelphia
| |
Collapse
|
2
|
Miller C, Ettridge K, Pettigrew S, Wittert G, Coveney J, Wakefield M, Roder D, Durkin S, Martin J, Kay E, Dono J. Warning labels for sugar-sweetened beverages and fruit juice: evaluation of 27 different labels on health effects, sugar content, energy and exercise equivalency. Public Health 2024; 230:138-148. [PMID: 38547760 DOI: 10.1016/j.puhe.2024.01.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 12/19/2023] [Accepted: 01/26/2024] [Indexed: 04/16/2024]
Abstract
OBJECTIVES Front-of-pack warning labels may reduce consumption of sugar-sweetened beverages, potentially mitigating negative health outcomes. Comparisons between different warning label types to inform future research and policy directions are lacking. This study compared 27 warning labels across six message types for their potential to reduce sugar-sweetened beverage consumption. DESIGN AND METHODS A national sample of regular soda (n = 2578) and juice (n = 1048) consumers aged 14-60 years participated in an online survey. Participants evaluated randomly allocated labels; one from each of six warning label sets (health-graphic, sugar-pictogram, sugar-text, exercise equivalents, health-text, energy information) on four measures of perceived effectiveness (PE: overall effectiveness, discourage from drinking, emotional response, persuasive potential). Participants could also provide open comments. A general linear model compared differences in mean scores across label sets for each measure of PE. RESULTS PE ratings differed significantly between label sets. Labels clearly quantifying sugar content (sugar-teaspoons) received consistently high PE ratings, whereas 'high in sugar' labels did not. Health-graphic labels were rated highly across all PE measures except persuasive potential. Exercise labels only rated highly on persuasive potential. Health-text results were mixed, and energy labels were consistently low. CONCLUSIONS Simple, factual labels were easily interpreted and perceived as most effective. Labels quantifying sugar content were consistently high performers and should be advanced into policy to help decrease overconsumption of sugar-sweetened beverages.
Collapse
Affiliation(s)
- C Miller
- School of Public Health, The University of Adelaide, Adelaide, Australia; Health Policy Centre, South Australian Health and Medical Research Institute, Adelaide, Australia.
| | - K Ettridge
- Health Policy Centre, South Australian Health and Medical Research Institute, Adelaide, Australia; School of Psychology, The University of Adelaide, Adelaide, Australia
| | - S Pettigrew
- The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - G Wittert
- Freemasons Centre for Male Health and Wellbeing, South Australian Health and Medical Research Institute and Faculty of Health Sciences, University of Adelaide, Adelaide, Australia
| | - J Coveney
- College of Nursing and Health Sciences, Flinders University, Adelaide, Australia
| | - M Wakefield
- Centre for Behavioural Research in Cancer, Cancer Council Victoria, Melbourne, Australia; School of Psychological Sciences, The University of Melbourne, Melbourne, Australia
| | - D Roder
- Cancer Epidemiology and Population Health, University of South Australia, Australia
| | - S Durkin
- Centre for Behavioural Research in Cancer, Cancer Council Victoria, Melbourne, Australia; School of Psychological Sciences, The University of Melbourne, Melbourne, Australia
| | - J Martin
- Food for Health Alliance, Cancer Council Victoria, Melbourne, Australia
| | - E Kay
- Health Policy Centre, South Australian Health and Medical Research Institute, Adelaide, Australia; College of Education Psychology and Social Work, Flinders University, Adelaide, Australia
| | - J Dono
- Health Policy Centre, South Australian Health and Medical Research Institute, Adelaide, Australia; School of Psychology, The University of Adelaide, Adelaide, Australia
| |
Collapse
|
3
|
Abstract
Front-of-package (FOP) labels have been adopted in many countries to battle the obesity pandemic and its serious health consequences by providing clearer and easier-to-understand nutrition and health information. The effectiveness of FOP labels has been generally confirmed, with some contextual and individual factors modifying their effectiveness. Existing theories (eg, the dual-process theory) and shifting priorities for self-control, provide some explanations for the FOP label effect. However, the cognitive and neural mechanisms underlying the processing of FOP labels remain unknown. Here, a new model, namely, the neural model of FOP label processing, has been proposed to fill this gap by providing an integrated account of FOP label processing while simultaneously considering multiple important situational and individual factors in the same framework. This neural model is built on the core eating network (ie, the ventral reward pathway and the dorsal control pathway) for food cue processing and actual food consumption. The new model explains how FOP labels may facilitate attention, influence the core eating network, and thus alter food choices. It also demonstrates how motivation may modify FOP label processing in 2 ways: affecting attention (the indirect way) and changing the process of evaluating the food (the direct way). It further explains how some contextual and individual factors (eg, ego depletion, time pressure, and health knowledge) influence the process. Thus, the neural model integrates evidence from behavioral, eye-tracking, and neuroimaging studies into a single, integrated account, deepening understanding of the cognitive and neural mechanisms of FOP label processing. This model might facilitate consensus on the most successful FOP label. Moreover, it could provide insights for consumers, food industries, and policy makers and encourage healthy eating behaviors.
Collapse
Affiliation(s)
- Jing Chen
- School of Psychology, Beijing Sport University, Beijing 100084, China
| | - Yixuan Fan
- School of Psychology, Beijing Sport University, Beijing 100084, China
| | - Manlu Zhang
- School of Psychology, Beijing Sport University, Beijing 100084, China
| | - Shuhuan Wu
- School of Psychology, Beijing Sport University, Beijing 100084, China
| | - Huiyan Li
- School of Psychology, Beijing Sport University, Beijing 100084, China
| |
Collapse
|
4
|
Cutello CA, Foerster FR, Dens N. Food for thought: Reinforced learning and recall of physical activity calorie equivalent (PACE) and numerical calorie content in an associative learning task. Appetite 2024; 193:107129. [PMID: 38008189 DOI: 10.1016/j.appet.2023.107129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 11/13/2023] [Accepted: 11/15/2023] [Indexed: 11/28/2023]
Abstract
Calorie overconsumption has been proposed as a critical contributing factor to rising obesity rates. To combat this health issue, governments and policymakers have suggested implementing numerical caloric content labels. Alternatively, physical activity calorie equivalent (PACE) labels are being proposed as an easier-to-understand metric, representing the amount of physical activity required to burn off calorie content. This study examined individuals' ability to correctly estimate either the numerical caloric content or the PACE values of food images in an associative learning task. Moreover, it assessed whether this knowledge was learned and retained over time. One hundred and ninety-one participants were instructed to estimate either the numerical caloric content or PACE values of thirty food images. To facilitate learning, feedback on the correct number of calories or PACE values was provided during the first session (Time 1). To assess retention, people re-estimated numerical caloric content or PACE values of the same food pictures three days later (Time 2) and seven days later (Time 3), where feedback was not provided. Results showed that participants in both groups improved their estimations using feedback, with people being consistently more accurate when estimating numerical calorie content. Yet, our results also suggest that participants consolidated their knowledge of PACE values over time. Finally, our findings show that hunger moderates individuals' estimation ability, where hungrier people are less accurate than satiated ones. The results contribute to our understanding of how consumers process, estimate, and learn PACE labels versus numerical caloric content, and provide valuable information for researchers and policymakers to develop and implement nutritional labels as a health strategy.
Collapse
Affiliation(s)
- Clara A Cutello
- Marketing Department, University of Antwerp, Flanders, Belgium; Behavioral Marketing Team, Faculty of Business and Economics, University of Basel, Switzerland.
| | - Francois R Foerster
- Consciousness, Cognition, and Computation Group, Centre for Research in Cognition and Neurosciences (CRCN), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Nathalie Dens
- Marketing Department, University of Antwerp, Flanders, Belgium
| |
Collapse
|
5
|
Seyedhamzeh S, Nedjat S, Shakibazadeh E, Doustmohammadian A, Hosseini H, Kazemi A, Azizolahi N, Chamary M, Clark CCT, Motlagh AD. Designing a new physical activity calorie equivalent food label and comparing its effect on caloric choices to that of the traffic light label among mothers: a mixed-method study. Front Public Health 2023; 11:1280532. [PMID: 38035293 PMCID: PMC10683755 DOI: 10.3389/fpubh.2023.1280532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Accepted: 10/23/2023] [Indexed: 12/02/2023] Open
Abstract
Objective We designed a new type of 'physical activity calorie equivalent' (PACE) food label in Iran to compare its effect with that of the traffic light food label (TLL) on caloric choices. Design Mixed-method study. Participants Mothers of school children between the ages of 6-12 years. Setting In the qualitative phase, 10 focus group discussions (FGDs) were conducted with various groups of mothers, and two FGDs were conducted with food science and nutrition experts to design a new PACE label. In the quantitative phase, 496 mothers were randomly assigned to five groups: (1) no nutrition label, (2) current TLL, (3) current TLL + educational brochure, (4) PACE label, and (5) PACE label + brochure. Samples of dairy products, beverages, cakes, and biscuits were presented. ANOVA and multiple linear regressions were applied to examine the association between label types and calories of the selected products as our main outcome. Results The mothers' perspectives were classified into two sub-themes, the PACE label's facilitators and barriers. The new PACE label's characteristics were divided into two subcategories: (a) appearance, and (b) nutritional information, including 14 codes. In the quantitative section, mean calories of the selected foods were lowest in the TLL + brochure group (831.77 kcal; 95% CI: 794.23-869.32), and highest in the PACE label group (971.61; 95% CI: 926.37-1016.84). Conclusion The new PACE label was a combination of PACE, TLL, and warning labels. It did not significantly affect lower caloric choice, however, the TLL + brochure option was effective in choosing foods with fewer calories.Clinical trial registration: The study was registered in the Iranian Registry of Clinical Trials 23 (IRCT20181002041201N1).
Collapse
Affiliation(s)
- Shirin Seyedhamzeh
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
- Students’ Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Saharnaz Nedjat
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Elham Shakibazadeh
- Department of Health Education and Promotion, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Azam Doustmohammadian
- Gastrointestinal and Liver Diseases Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Hedayat Hosseini
- Department of Food Sciences and Technology, National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Asma Kazemi
- Nutrition Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Nafiseh Azizolahi
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Chamary
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Cain C. T. Clark
- Centre for Intelligent Healthcare, Coventry University, Coventry, United Kingdom
| | - Ahmadreza Dorosty Motlagh
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| |
Collapse
|
6
|
Daley AJ, Kettle VE, Roalfe AK. Implementing physical activity calorie equivalent (PACE) food labelling: Views of a nationally representative sample of adults in the United Kingdom. PLoS One 2023; 18:e0290509. [PMID: 37708107 PMCID: PMC10501579 DOI: 10.1371/journal.pone.0290509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 08/10/2023] [Indexed: 09/16/2023] Open
Abstract
BACKGROUND Nutritional labels aim to support people to make informed healthy food choices, but many people do not understand the meaning of calories on food labels. Another approach is to provide calorie information with an interpretation of what the calorie content of food means for energy expenditure, known as physical activity calorie equivalent (PACE) labelling. PACE aims to illustrate how many minutes of physical activity are equivalent to the calories contained in food/drinks. This study investigated the views of the public about the possible implementation of PACE labelling. METHODS Data was obtained from a nationally representative sample of adults in the United Kingdom and collected by UK Ipsos KnowledgePanel. Panellists are recruited via a random probability unclustered address-based sampling method. 4,000 panellists were randomly invited to participate and asked to compare their views about traffic light and PACE labelling preferences and behaviour parameters. RESULTS Data were analysed descriptively and using logistic and multinomial regression analyses. 2,668/4,000 (67%) of those invited participated. More participants preferred traffic light (43%vs33%) than PACE labelling, but more reported PACE was easier to understand (41%vs27%) and more likely to catch their attention (49%vs31%). More participants thought PACE was more likely to help them avoid high calorie food than traffic light labelling (44%vs28%). Physically active (3-4 or 5+ days/week) respondents were more likely to report PACE would catch their attention than traffic light labelling, compared with less active participants (weighted adjusted relative risk ratio = 1.42 (1.00-2.00) and 1.45 (1.03-2.05 respectively)). Perceived overweight was the most predictive factor (weighted adjusted OR = 2.24 (1.19 to 4.20)) in whether PACE was considered useful in helping people decide what to eat/buy. CONCLUSION The public identified value to their health in labelling food with PACE information. PACE labelling may be a useful approach to complement current approaches to food labelling.
Collapse
Affiliation(s)
- Amanda J. Daley
- Centre for Lifestyle Medicine and Behaviour (CLiMB), The School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, United Kingdom
| | - Victoria E. Kettle
- Centre for Lifestyle Medicine and Behaviour (CLiMB), The School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, United Kingdom
| | - Andrea K. Roalfe
- Centre for Lifestyle Medicine and Behaviour (CLiMB), The School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, United Kingdom
| |
Collapse
|
7
|
Grummon AH, Gibson LA, Musicus AA, Stephens-Shields AJ, Hua SV, Roberto CA. Effects of 4 Interpretive Front-of-Package Labeling Systems on Hypothetical Beverage and Snack Selections: A Randomized Clinical Trial. JAMA Netw Open 2023; 6:e2333515. [PMID: 37703015 PMCID: PMC10500374 DOI: 10.1001/jamanetworkopen.2023.33515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 07/28/2023] [Indexed: 09/14/2023] Open
Abstract
Importance Policymakers and researchers have proposed a variety of interpretative front-of-package food labeling systems, but it remains unclear which is most effective at encouraging people to choose healthier foods and beverages, including among people with less education. Objective To test the effects of 4 interpretative front-of-package food labeling systems on the healthfulness of beverage and snack selections, overall and by education level. Design, Setting, and Participants This randomized clinical trial of a national sample of US adults 18 years and older was conducted online from November 16 to December 3, 2022. Intervention Participants were randomized to view products with 1 of 5 food labeling systems, including control (calorie labels only) or 1 of 4 interpretative labeling systems: green ("choose often") labels added to healthy foods; single traffic light labels added to healthy, moderately healthy, and unhealthy foods; physical activity calorie equivalent labels added to all products; and nutrient warning labels added to products high in calories, sugar, saturated fat, or sodium. All conditions had calorie labels on all products. Main Outcomes and Measures Participants selected 1 of 16 beverages and 1 of 16 snacks that they wanted to hypothetically purchase. The primary outcomes were calories selected from beverages and from snacks. Secondary outcomes included label reactions and perceptions. Results A total of 7945 participants completed the experiment and were included in analyses (4078 [51%] female, 3779 [48%] male, and 88 [1%] nonbinary or another gender; mean [SD] age, 47.5 [17.9 years]). Compared with the control arm, exposure to the green (average differential effect [ADE], -34.2; 95% CI, -42.2 to -26.1), traffic light (ADE, -31.5; 95% CI, -39.5 to -23.4), physical activity (ADE, -39.0; 95% CI, -47.0 to -31.1), or nutrient warning labels (ADE, -28.2; 95% CI, -36.2 to -20.2) led participants to select fewer calories from beverages (all P < .001). Similarly, compared with the control label, exposure to the green (ADE, -12.7; 95% CI, -17.3 to -8.2), traffic light (ADE, -13.7; 95% CI, -18.2 to -9.1), physical activity (ADE, -18.5; 95% CI, -23.1 to -13.9), or nutrient warning labels (ADE, -14.2; 95% CI, -18.8 to -9.6) led participants to select fewer calories from snacks (all P < .001). These effects did not differ by education level. The green labels were rated as less stigmatizing than the other interpretative systems but otherwise generally received the least favorable label reactions and perceptions (eg, elicited less attention, were perceived as less trustworthy), while the nutrient warnings and physical activity labels received the most favorable ratings. Conclusions and Relevance In this randomized clinical trial of front-of-package food labeling systems, all 4 interpretative labeling systems reduced calories selected from beverages and from snacks compared with calorie labels, with no differences by education level. Trial Registration ClinicalTrials.gov Identifier: NCT05432271.
Collapse
Affiliation(s)
- Anna H. Grummon
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
- Department of Health Policy, Stanford University School of Medicine, Stanford, California
| | - Laura A. Gibson
- Department of Medical Ethics and Healthy Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Aviva A. Musicus
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Now with Center for Science in the Public Interest, Washington, DC
| | - Alisa J. Stephens-Shields
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Sophia V. Hua
- Department of Medical Ethics and Healthy Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Christina A. Roberto
- Department of Medical Ethics and Healthy Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia
| |
Collapse
|
8
|
Iris N, Munir F, Daley AJ. Examining young people's views and understanding of traffic light and physical activity calorie equivalent (PACE) food labels. BMC Public Health 2023; 23:1143. [PMID: 37316800 DOI: 10.1186/s12889-023-16019-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 05/30/2023] [Indexed: 06/16/2023] Open
Abstract
BACKGROUND Childhood obesity is a public health challenge in many countries. Food labelling may help children make healthier food choices. Food is typically labelled using the traffic light label system but this is complex to understand. Physical activity calorie equivalent (PACE) labelling may be easier for children to understand and more appealing because it contextualises the energy content of food/drinks. METHODS A cross-sectional online questionnaire was completed by 808 adolescents aged 12-18 years in England. The questionnaire investigated participants' views and understanding of traffic light and PACE labels. Participants were also asked about their understanding of the meaning of calories. The questionnaire explored participants' views about the potential frequency of use of PACE labels and their perceived usefulness in influencing purchasing and consumption decisions. Questions that explored participants' views about the possible implementation of PACE labelling, preferences for food settings and types of food/drinks they may like such labelling implemented, and whether PACE labels would encourage physical activity were included. Descriptive statistics were explored. Analyses assessed associations between variables and tested differences in the proportions of views about the labels. RESULTS More participants reported PACE labels as easier to understand than traffic light labels (69% vs 31%). Of participants who had seen traffic light labels, 19% looked at them often/always. Forty-two percent of participants would look at PACE labels often/always. The most common reason why participants never/would never look at food labels is because they are not interested in making healthy choices. Fifty-two percent of participants said PACE labels would make it easier for them to choose healthy food and drinks. Fifty percent of participants reported PACE labels would encourage them to be physically active. It was perceived that PACE labels could be useful in a range of food settings and on a range of food/drinks. CONCLUSIONS PACE labelling may be easier for young people to understand and more appealing/useful to them than traffic light labelling. PACE labelling may help young people choose healthier food/drinks and reduce excess energy consumption. Research is now needed to understand the impact of PACE labelling on food choice among adolescents in real eating settings.
Collapse
Affiliation(s)
- Natalia Iris
- Centre for Lifestyle Medicine and Behaviour, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK.
| | - Fehmidah Munir
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK
| | - Amanda J Daley
- Centre for Lifestyle Medicine and Behaviour, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK
| |
Collapse
|
9
|
Reynolds JP, Ventsel M, Hobson A, Pilling MA, Pechey R, Jebb SA, Hollands GJ, Marteau TM. Evaluation of physical activity calorie equivalent (PACE) labels' impact on energy purchased in cafeterias: A stepped-wedge randomised controlled trial. PLoS Med 2022; 19:e1004116. [PMID: 36346795 PMCID: PMC9642872 DOI: 10.1371/journal.pmed.1004116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 09/27/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND A recent meta-analysis suggested that using physical activity calorie equivalent (PACE) labels results in people selecting and consuming less energy. However, the meta-analysis included only 1 study in a naturalistic setting, conducted in 4 convenience stores. We therefore aimed to estimate the effect of PACE labels on energy purchased in worksite cafeterias in the context of a randomised study design. METHODS AND FINDINGS A stepped-wedge randomised controlled trial (RCT) was conducted to investigate the effect of PACE labels (which include kcal content and minutes of walking required to expend the energy content of the labelled food) on energy purchased. The setting was 10 worksite cafeterias in England, which were randomised to the order in which they introduced PACE labels on selected food and drinks following a baseline period. There were approximately 19,000 workers employed at the sites, 72% male, with an average age of 40. The study ran for 12 weeks (06 April 2021 to 28 June 2021) with over 250,000 transactions recorded on electronic tills. The primary outcome was total energy (kcal) purchased from intervention items per day. The secondary outcomes were: energy purchased from non-intervention items per day, total energy purchased per day, and revenue. Regression models showed no evidence of an overall effect on energy purchased from intervention items, -1,934 kcals per site per day (95% CI -5,131 to 1,262), p = 0.236, during the intervention relative to baseline, equivalent to -5 kcals per transaction (95% CI -14 to 4). There was also no evidence for an effect on energy purchased from non-intervention items, -5 kcals per site per day (95% CI -513 to 504), p = 0.986, equivalent to 0 kcals per transaction (95% CI -1 to 1), and no clear evidence for total energy purchased -2,899 kcals per site (95% CI -5,810 to 11), p = 0.051, equivalent to -8 kcals per transaction (95% CI -16 to 0). Study limitations include using energy purchased and not energy consumed as the primary outcome and access only to transaction-level sales, rather than individual-level data. CONCLUSION Overall, the evidence was consistent with PACE labels not changing energy purchased in worksite cafeterias. There was considerable variation in effects between cafeterias, suggesting important unmeasured moderators. TRIAL REGISTRATION The study was prospectively registered on ISRCTN (date: 30.03.21; ISRCTN31315776).
Collapse
Affiliation(s)
- James P. Reynolds
- Behaviour and Health Research Unit, University of Cambridge, Cambridge, United Kingdom
- School of Psychology, Aston University, Birmingham, United Kingdom
- * E-mail: (JPR); (TMM)
| | - Minna Ventsel
- Behaviour and Health Research Unit, University of Cambridge, Cambridge, United Kingdom
| | - Alice Hobson
- Behaviour and Health Research Unit, University of Cambridge, Cambridge, United Kingdom
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
| | - Mark A. Pilling
- Behaviour and Health Research Unit, University of Cambridge, Cambridge, United Kingdom
| | - Rachel Pechey
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
| | - Susan A. Jebb
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
| | - Gareth J. Hollands
- Behaviour and Health Research Unit, University of Cambridge, Cambridge, United Kingdom
- EPPI-Centre, UCL Social Research Institute, University College London, London, United Kingdom
| | - Theresa M. Marteau
- Behaviour and Health Research Unit, University of Cambridge, Cambridge, United Kingdom
- * E-mail: (JPR); (TMM)
| |
Collapse
|
10
|
The Negative Effects of Long Time Physical Activity Calorie Equivalent Labeling on Purchase Intention for Unhealthy Food. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19063463. [PMID: 35329181 PMCID: PMC8953109 DOI: 10.3390/ijerph19063463] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 02/16/2022] [Accepted: 03/01/2022] [Indexed: 12/10/2022]
Abstract
(1) Background: Obesity has become a global epidemic that arouse much attention from governments, companies and scholar. Physical activity calorie equivalent (PACE) labels are introduced as a more effective nudge invention on less-calorie ordering. However, the effects of PACE labels are controversial in previous literature, thus, the research objective is to explore the effects of different PACE labels and furtherly to explore the underlying psychological mechanism; (2) Methods: Across four scenario-based experiments, involving potato chips, chocolate and cookies, this study manipulated the three calorie-information labeling (standard calorie label, long time PACE and short time PACE labels). Meanwhile, the mediating mechanism of the effects involving anticipatory guilt and the moderation effects between consumers’ future self-continuity and PACE labels are also measured; (3) Results: Results show that compared with the short time PACE and calorie labels, the longtime PACE labels have more negative influence on consumers’ purchase intention for unhealthy food. What’s more, the anticipatory guilt has negative effect of PACE labels as consumers are often prone to feeling guilty in the process of unhealthy food consumption. In addition, individuals with high future self-continuity have higher self-control and take more consideration of future outcomes, they are reluctant to choose unhealthy food than others; (4) Conclusions: Unhealthy food with a long time PACE label has more negative effect on consumers’ purchase intention rather than a short time PACE label. At the same time, companies that produce healthy foods should actively participate in the movement to label calories through the PACE labels.
Collapse
|
11
|
Daley AJ, Bleich SN. Should physical activity calorie equivalent (PACE) labelling be introduced on food labels and menus to reduce excessive calorie consumption? Issues and opportunities. Prev Med 2021; 153:106813. [PMID: 34562504 DOI: 10.1016/j.ypmed.2021.106813] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 09/08/2021] [Accepted: 09/16/2021] [Indexed: 11/30/2022]
Abstract
PACE food labelling seeks to provide kilocalorie information with an interpretation of what the kilocalorie content of the food item or meal means for energy expenditure. For example, "the kilocalories in this pizza require 110 minutes of walking to expend". Displaying calorie content in an easily understandable format is important given evidence indicating that the public consistently underestimate the energy content of food when labelling is not provided. Evidence from systematic reviews and trials testing the effects of PACE labelling point to the possible benefits of inclusion on food labels and menus. However, several criticisms of this labelling system have been raised. This commentary explores both the issues and opportunities related to PACE food labelling, arguing that the benefits of implementation outweigh potential unintended consequences.
Collapse
Affiliation(s)
- Amanda J Daley
- Centre for Lifestyle Medicine and Behaviour (CLiMB), School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, Leicestershire LE11 3TU, United Kingdom.
| | - Sara N Bleich
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA, USA..
| |
Collapse
|
12
|
Lee A, Patay D, Herron LM, Parnell Harrison E, Lewis M. Affordability of current, and healthy, more equitable, sustainable diets by area of socioeconomic disadvantage and remoteness in Queensland: insights into food choice. Int J Equity Health 2021; 20:153. [PMID: 34193163 PMCID: PMC8243618 DOI: 10.1186/s12939-021-01481-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Accepted: 05/25/2021] [Indexed: 12/20/2022] Open
Abstract
Background Poor diet is the leading preventable risk factor contributing to the burden of disease globally and in Australia, and is inequitably distributed. As the price of healthy foods is a perceived barrier to improved diets, evidence on the cost and affordability of current (unhealthy) and recommended (healthy, more equitable and sustainable) diets is required to support policy action. Methods This study applied the Healthy Diets ASAP (Australian Standardised Affordability and Pricing) methods protocol to measure the cost, cost differential and affordability of current and recommended diets for a reference household in Queensland, Australia. Food prices were collected in 18 randomly selected locations stratified by area of socioeconomic disadvantage and remoteness. Diet affordability was calculated for three income categories. Results Surprisingly, recommended diets would cost 20% less than the current diet in Queensland as a whole. Households spent around 60% of their food budget on discretionary choices (that is, those not required for health that are high in saturated fat, added sugar, salt and/or alcohol). Queensland families would need to spend around 23% of their income on recommended diets. However, recommended diets would not be affordable in low socioeconomic or very remote areas, costing 30 and 35% of median household income respectively. The government supplements due to the SARS-CoV-2 pandemic would improve affordability of recommended diets by 29%. Conclusions Study findings highlight that while price is one factor affecting consumer food choice, other drivers such as taste, convenience, advertising and availability are important. Nevertheless, the study found that recommended diets would be unaffordable in very remote areas, and that low-income families are likely experiencing food stress, irrespective of where they live in Queensland. Policy actions, such as increasing to 20% the current 10% tax differential between basic healthy, and unhealthy foods in Australia, and supplementing incomes of vulnerable households, especially in remote areas, are recommended to help improve diet equity and sustainability, and health and wellbeing for all. Supplementary Information The online version contains supplementary material available at 10.1186/s12939-021-01481-8.
Collapse
Affiliation(s)
- Amanda Lee
- School of Public Health, Faculty of Medicine, University of Queensland, 266 Herston Rd, Herston, QLD, 4006, Australia.
| | - Dori Patay
- School of Public Health, Faculty of Medicine, University of Queensland, 266 Herston Rd, Herston, QLD, 4006, Australia
| | - Lisa-Maree Herron
- School of Public Health, Faculty of Medicine, University of Queensland, 266 Herston Rd, Herston, QLD, 4006, Australia
| | - Ella Parnell Harrison
- School of Public Health, Faculty of Medicine, University of Queensland, 266 Herston Rd, Herston, QLD, 4006, Australia
| | - Meron Lewis
- School of Public Health, Faculty of Medicine, University of Queensland, 266 Herston Rd, Herston, QLD, 4006, Australia
| |
Collapse
|
13
|
Marty L, Franzon C, Jones A, Robinson E. Socioeconomic position, energy labelling and portion size selection: An online study comparing calorie and physical activity calorie equivalent (PACE) labelling in UK adults. Appetite 2021; 166:105437. [PMID: 34126162 PMCID: PMC8385415 DOI: 10.1016/j.appet.2021.105437] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 04/13/2021] [Accepted: 05/30/2021] [Indexed: 11/30/2022]
Abstract
Limited research has examined the impact of energy labelling on portion size selection. It is also unclear whether physical activity calorie equivalent (PACE) is more effective than standard kilocalorie (kcal) energy labelling in promoting healthier dietary behaviour and whether effectiveness varies based on socioeconomic position (SEP). In the present online study, 1667 UK adults of lower and higher SEP made virtual portion size selections for 18 common main meal foods under one of four conditions: kcal labelling only, PACE labelling only, kcal and PACE labelling, no labelling. Contrary to predictions, participants in the kcal labelling condition (+55 kcal, p < 0.001) chose larger portion sizes compared to the no labelling condition, whereas the PACE labelling (−17 kcal, p = 0.065) and no labelling condition did not significantly differ. The presence of PACE information on labels was associated with selection of significantly smaller portions when compared to labels that only included kcal information. Effects of labels on portion size selection were not moderated by participant SEP in primary analyses. The present study of virtual portion size selections suggests that kcal labelling resulted in larger portion size selections than no labelling, but this counter-intuitive effect was attenuated when kcal and PACE labelling were combined. Further research examining the impact of PACE labelling on real-world food selection in participants of lower and higher SEP is now warranted.
Collapse
Affiliation(s)
- Lucile Marty
- Department of Psychological Sciences, University of Liverpool, Liverpool, UK; Centre des Sciences Du Goût et de l'Alimentation, Agrosup Dijon, CNRS, INRAE, Université Bourgogne Franche-Comté, Dijon, France.
| | - Caterina Franzon
- Centre des Sciences Du Goût et de l'Alimentation, Agrosup Dijon, CNRS, INRAE, Université Bourgogne Franche-Comté, Dijon, France
| | - Andrew Jones
- Department of Psychological Sciences, University of Liverpool, Liverpool, UK
| | - Eric Robinson
- Department of Psychological Sciences, University of Liverpool, Liverpool, UK.
| |
Collapse
|
14
|
Robinson E, Humphreys G, Jones A. Alcohol, calories, and obesity: A rapid systematic review and meta-analysis of consumer knowledge, support, and behavioral effects of energy labeling on alcoholic drinks. Obes Rev 2021; 22:e13198. [PMID: 33533133 DOI: 10.1111/obr.13198] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 12/04/2020] [Accepted: 12/05/2020] [Indexed: 11/30/2022]
Abstract
Mandatory energy (calorie) labeling of alcoholic drinks is a public health measure that could be used to address both alcohol consumption and obesity. We systematically reviewed studies examining consumer knowledge of the energy content of alcoholic drinks, public support for energy labeling, and the effect of energy labeling of alcoholic drinks on consumption behavior. Eighteen studies were included. Among studies examining consumer knowledge of the energy content of alcoholic drinks (N = 8) and support for energy labeling (N = 9), there was moderate evidence that people are unaware of the energy content of alcoholic drinks (pooled estimate: 74% [95% CI: 64%-82%] of participants inaccurate) and support energy labeling (pooled estimate: 64% [95% CI: 53%-73%] of participants support policy). Six studies examined the effect of energy labeling on consumption behavior. In these studies, there was no evidence of a beneficial effect of labeling on alcohol drinking-related outcome measures. However, the majority of studies were of low methodological quality and used proxy outcome measures, and none of the studies were conducted in real-world settings, resulting in a very low level of evidence and high degree of uncertainty. Further research is required to determine whether energy labeling of alcoholic drinks is likely to be an effective public health policy.
Collapse
Affiliation(s)
- Eric Robinson
- Department of Psychology, Eleanor Rathbone Building, University of Liverpool, Liverpool, UK
| | - Gabrielle Humphreys
- Department of Psychology, Eleanor Rathbone Building, University of Liverpool, Liverpool, UK
| | - Andrew Jones
- Department of Psychology, Eleanor Rathbone Building, University of Liverpool, Liverpool, UK
| |
Collapse
|
15
|
Robinson E, Smith J, Jones A. The effect of calorie and physical activity equivalent labelling of alcoholic drinks on drinking intentions in participants of higher and lower socioeconomic position: An experimental study. Br J Health Psychol 2021; 27:30-49. [PMID: 33949052 DOI: 10.1111/bjhp.12527] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 04/19/2021] [Indexed: 02/01/2023]
Abstract
OBJECTIVES The primary objective of the study was to examine the effect of calorie labelling and physical activity equivalence labelling of alcoholic drinks on drinking intentions in participants of lower and higher socioeconomic position (SEP). METHODS Participants (N = 1,084) of higher and lower SEP were recruited into an online study and randomized into one of three drink label conditions; Control (standard alcohol labelling), kcal labelling (standard labelling plus drink kilocalorie information), or kcal + PACE labelling (standard labelling and kilocalorie information, plus information on physical activity needed to compensate for drink calories). After viewing drink labels, participants reported alcohol drinking intentions. Participants also completed measures of alcoholic drink energy content estimation, beliefs about how calorie labelling would affect health behaviour and support for calorie labelling of alcoholic drinks. RESULTS kcal labelling (d = 0.31) and kcal + PACE labelling (d = 0.38) conditions had significantly lower drinking intentions compared to the control condition (ps < .001). There was no evidence that effect of labelling condition on drinking intentions was moderated by SEP. A subset of participants also reported that they believed calorie labelling would be likely to positively change their eating and exercise behaviour. Estimates of the energy content of alcoholic drinks tended to be inaccurate and the majority of participants supported the introduction of calorie labelling on alcoholic drinks. CONCLUSIONS Calorie labelling of alcoholic drinks resulted in small reductions to intended drinking and testing of the effect calorie labelling has on behaviour in real-world settings is now warranted.
Collapse
Affiliation(s)
- Eric Robinson
- Department of Psychology, University of Liverpool, UK
| | - Jemma Smith
- Department of Psychology, University of Liverpool, UK
| | - Andrew Jones
- Department of Psychology, University of Liverpool, UK
| |
Collapse
|
16
|
Mehlhose C, Schmitt D, Risius A. PACE Labels on Healthy and Unhealthy Snack Products in a Laboratory Shopping Setting: Perception, Visual Attention, and Product Choice. Foods 2021; 10:foods10040904. [PMID: 33924093 PMCID: PMC8074289 DOI: 10.3390/foods10040904] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 04/10/2021] [Accepted: 04/16/2021] [Indexed: 12/29/2022] Open
Abstract
Informative food labels are one way to increase nutritional awareness in society and can essentially help individuals maintain balanced dietary practices. Nonetheless, making food labels ‘informative’, in the sense of applicability, is not always easy. Physical activity calorie equivalent (PACE) food labeling is one approach to achieve this goal. Yet, it is neither understood how consumers perceive PACE labels, nor how effective they are in regards to healthy food choices. Moreover, it is of interest to assess the perception of real products in close-to-realistic environments. Therefore, this study examined a simulated purchase situation and consumers’ visual attention on PACE labels—on 20 different real snack products with varying health values. In a laboratory-shopping environment, the gaze behaviors of 91 consumers were examined with a head-mounted eye-tracker. In regards to perception, it was elucidated that every participant noticed at least one PACE label. On average 1.39 PACE label fixations on different products were counted with a mean fixation duration of 0.55 s and a mean time to first fixation of 22.46 s. On average, 22.9% of the participants viewed the PACE labels at least once, but the intensity and duration varied greatly between the different products; ’healthier products’ attracted more visual attention than ‘unhealthier products’. In regards to health choice, it became obvious that the choices observed were rather healthy and PACE labels attracted attention. This may have been especially true for participants with little involvement in physical activity and health behavior, which may have been the main target group. Hence, catchy, communicable PACE labels, as well as balanced product offerings may facilitate more healthy food choices. The real-world laboratory setting offered valuable insights, which should be followed-up on.
Collapse
|
17
|
Solmi F, Sharpe, PhD H, Gage SH, Maddock J, Lewis G, Patalay P. Changes in the Prevalence and Correlates of Weight-Control Behaviors and Weight Perception in Adolescents in the UK, 1986-2015. JAMA Pediatr 2021; 175:267-275. [PMID: 33196811 PMCID: PMC7670392 DOI: 10.1001/jamapediatrics.2020.4746] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE In the context of the growing prevalence of childhood obesity, behaviors aimed at weight loss and their psychological burden might be increasing. OBJECTIVE To investigate whether the prevalence of weight-control behaviors and weight perception, including their association with depressive symptoms, has changed in the 3 decades between 1986 and 2015. DESIGN, SETTING, AND PARTICIPANTS This study used data from repeated cross-sections from successive longitudinal birth cohort studies. These included general population samples of UK adolescents aged 14 to 16 years from 3 ongoing birth cohorts: the British Cohort Study 1970 (children born between April 5 and 11, 1970; data collected in 1986), the Avon Longitudinal Study of Parents and Children (mothers with expected delivery between April 1, 1991, and December 21, 1992; data collected in 2005), and the Millennium Cohort Study (children born between September 1, 2000, and January 11, 2002; data collected in 2015). A total of 22 503 adolescents with data available on at least 1 weight-control or weight-perception variable in midadolescence were included in the study. Data were analyzed from August 1, 2019, to January 15, 2020. MAIN OUTCOMES AND MEASURES Self-reported lifetime dieting and exercise for weight loss, current intentions about weight (doing nothing, lose weight, stay the same, gain weight), and weight perception (underweight, about the right weight, overweight) adjusted for body mass index. The secondary outcome was depressive symptoms. EXPOSURES The main exposure was time (ie, cohort); secondary exposures were weight-change behaviors and weight perception. RESULTS The study cohort included 22 503 adolescents (mean [SD] age, 14.8 [0.3] years; 12 061 girls [53.6%]; and 19 942 White individuals [89.9%]). A total of 5878 participants were from the British Cohort Study, 5832 were from the Avon Longitudinal Study of Parents and Children, and 10 793 were from the Millennium Cohort Study. In 2015, 4809 participants (44.4%) had dieted and 6514 (60.5%) had exercised to lose weight compared with 1952 (37.7%) and 344 (6.8%) in 1986. Furthermore, 4539 (42.2%) were trying to lose weight in 2015 compared with 1767 (28.6%) in 2005. Although girls were more likely to report these behaviors in all years, their prevalence increased more in boys over time (lifetime dieting in boys: odds ratio [OR], 1.79; 95% CI, 1.24-2.59; in girls: OR, 1.23; 95% CI, 0.91-1.66; currently trying to lose weight in boys: OR, 2.75; 95% CI, 2.38-3.19; in girls: OR, 1.70; 95% CI, 1.50-1.92). Adolescents also became more likely to overestimate their weight (boys describing themselves as overweight adjusting for body mass index, 2005 vs 1985 OR, 1.60; 95% CI, 1.17-2.19; 2015 vs 1985 OR, 1.36; 95% CI, 1.04-1.80; girls describing themselves as underweight, after adjusting for body mass index, 2015 vs 1986 OR, 0.51; 95% CI, 0.28-0.91). Girls who described themselves as overweight experienced increasingly greater depressive symptoms over time compared to girls who described their weight as about right (mean difference 1986, 0.32; 95% CI, 0.22-0.41; mean difference 2005, 0.33; 95% CI, 0.24-0.42; mean difference 2015, 0.56; 95% CI, 0.49-0.62). CONCLUSIONS AND RELEVANCE These findings suggest that the growing focus on obesity prevention might have had unintended consequences related to weight-control behaviors and poor mental health. Public health campaigns addressing obesity should include prevention of disordered eating behaviors and be sensitive to negative impact on mental health.
Collapse
Affiliation(s)
- Francesca Solmi
- Division of Psychiatry, University College London, London, United Kingdom
| | - Helen Sharpe, PhD
- School of Health in Social Science, University of Edinburgh, Edinburgh, United Kingdom
| | - Suzanne H. Gage
- Department of Psychological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Jane Maddock
- MRC Unit for Lifelong Health and Ageing at University College London, Department of Population Science and Experimental Medicine, London, United Kingdom
| | - Glyn Lewis
- Division of Psychiatry, University College London, London, United Kingdom
| | - Praveetha Patalay
- Centre for Longitudinal Studies and MRC Unit for Lifelong Health and Ageing, University College London, London, United Kingdom
| |
Collapse
|
18
|
Breathnach S, Koutoukidis DA, Lally P, Boniface D, Sutherland A, Llewellyn CH. The effect of messaging on the acceptance of swaps to reduce the energy content of snacks and non-alcoholic drinks ordered in an experimental online workplace canteen: A randomised controlled trial. Appetite 2021; 162:105171. [PMID: 33636217 DOI: 10.1016/j.appet.2021.105171] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 01/04/2021] [Accepted: 02/08/2021] [Indexed: 11/16/2022]
Abstract
Finding effective ways to increase acceptance of lower-energy swaps offered for snacks and non-alcoholic drinks may reduce population energy intake. We examined whether incrementally increasing the tangibility of information accompanying swaps offered increased their acceptance. UK adults (n = 3481) selected a sweet snack, a savoury snack, and a drink in an experimental online canteen after being equally randomised to receive one of four messages when swaps were offered; a control message providing no specific information, a vague calorie message, an exact numeric-calories message or, a physical activity calorie equivalent (PACE). Primary outcomes were the between-group differences in (i) the odds that a sweet, savoury, or drink swap would be accepted and (ii) the energy content for each type of item ordered. Compared with control, the numeric-calories and PACE messages significantly increased the odds of accepting a sweet snack swap. All interventions significantly increased the odds of accepting savoury swaps compared with control. Only the PACE message significantly increased the odds of drink swap acceptance. The numeric-calories and PACE messages significantly reduced the energy content of sweet snacks. All interventions significantly reduced the energy content of savoury snacks. None of the intervention messages significantly reduced the energy content of drinks compared with control. Increasing the tangibility of information provided when offering swaps increased swap acceptance. PACE messaging was the most promising.
Collapse
Affiliation(s)
- S Breathnach
- Research Department Behavioural Science and Health, Faculty of Epidemiology & Public Health, University College London, London, WC1E 7HB, UK.
| | - D A Koutoukidis
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Radcliffe Observatory Quarter, Woodstock Road, Oxford OX2 6GG, UK
| | - P Lally
- Research Department Behavioural Science and Health, Faculty of Epidemiology & Public Health, University College London, London, WC1E 7HB, UK
| | - D Boniface
- Research Department Behavioural Science and Health, Faculty of Epidemiology & Public Health, University College London, London, WC1E 7HB, UK
| | - A Sutherland
- Behavioural Insights Team, 4 Matthew Parker Street, London, SW1H 9NP, UK
| | - C H Llewellyn
- Research Department Behavioural Science and Health, Faculty of Epidemiology & Public Health, University College London, London, WC1E 7HB, UK
| |
Collapse
|
19
|
Yang X, Huang Y, Han M, Wen X, Zheng Q, Chen Q, Chen Q. The Differential Effects of Physical Activity Calorie Equivalent Labeling on Consumer Preferences for Healthy and Unhealthy Food Products: Evidence from a Choice Experiment. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18041860. [PMID: 33672920 PMCID: PMC7918401 DOI: 10.3390/ijerph18041860] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 02/07/2021] [Accepted: 02/08/2021] [Indexed: 11/24/2022]
Abstract
Background: Since numerical calorie labels have limited effects on less-calorie food ordering, an alternative called physical activity calorie equivalent (PACE) labels, which exhibit calories using visible symbols and the minutes of exercise to burn off the calories, may be more effective in reducing calories ordered. Methods: By using a choice experiment (CE) approach, the aims of this study were to estimate the effects of PACE labels on consumer preferences for healthy and unhealth food. Red date walnuts and potato chips were used as the representatives of healthy and unhealthy foods respectively in this study. Moreover, future time perspective (FTP) is an individual trait variable of consumers, which has been recognized as a significant driver of healthy behaviors. We also included FTP into the interaction with PACE labels. Results: Firstly, the results were opposite between the healthy and unhealthy food groups. Respondents showed significantly more positive attitudes toward red date walnuts (i.e., healthy food) with PACE labels, while they showed significantly more negative preferences for chips (i.e., unhealthy food) with PACE labels. Secondly, people with higher FTP are preferred red date walnuts with PACE labels, while PACE labels on chips could undermine the preferences of respondents with higher FTP. Thirdly, we found that women (vs. men) were less inclined to choose healthy food with standard calorie labels and labels showing the minutes of running to burn off the calories, as well as that the elderly (vs. younger) people in the healthy food group preferred the labels showing the minutes of running to burn off the calories. People with a higher body mass index (BMI) were reluctant to purchase walnuts with the information about the minutes of walking. Conclusions: Results from this study showed that PACE labels have significant effects on consumers’ preferences for food products.
Collapse
Affiliation(s)
- Xiaoke Yang
- College of Management, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (X.Y.); (M.H.); (X.W.); (Q.Z.); (Q.C.)
| | - Yuanhao Huang
- School of Business, Renmin University of China, Beijing 100089, China;
| | - Mengzhu Han
- College of Management, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (X.Y.); (M.H.); (X.W.); (Q.Z.); (Q.C.)
| | - Xiaoting Wen
- College of Management, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (X.Y.); (M.H.); (X.W.); (Q.Z.); (Q.C.)
| | - Qiuqin Zheng
- College of Management, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (X.Y.); (M.H.); (X.W.); (Q.Z.); (Q.C.)
| | - Qian Chen
- College of Management, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (X.Y.); (M.H.); (X.W.); (Q.Z.); (Q.C.)
- Correspondence:
| | - Qiuhua Chen
- College of Management, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (X.Y.); (M.H.); (X.W.); (Q.Z.); (Q.C.)
| |
Collapse
|
20
|
Breathnach S, Llewellyn CH, Koutoukidis DA, van Rugge CR, Sutherland A, Lally P. Experience of Using an Online Pre-Ordering System for A Workplace Canteen That Offers Lower-Energy Swaps: A Think-Aloud Study. Nutrients 2020; 12:nu12123878. [PMID: 33353077 PMCID: PMC7767311 DOI: 10.3390/nu12123878] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 12/10/2020] [Accepted: 12/15/2020] [Indexed: 11/16/2022] Open
Abstract
Online systems that allow employees to pre-order their lunch may help reduce energy intake. We investigated the acceptability of a pre-ordering website for a workplace canteen that prompts customers to swap to lower-energy swaps and the factors influencing swap acceptance. Employees (n = 30) placed a hypothetical lunch order through a pre-ordering website designed for their canteen while thinking aloud. Semi-structured interview questions supported data collection. Data were analysed using thematic analysis. Acceptability was generally high, but potentially context dependent. Practical considerations, such as reminders to pre-order, user-friendliness, provision of images of menu items and energy information while browsing, an ability to reserve pre-ordered meals, and a swift collection service facilitated acceptability. The restrictive timeframe within which orders could be placed, a lack of opportunity to see foods before ordering, and prompts to swap being perceived as threatening autonomy were barriers to acceptability. Swap acceptance was facilitated by the provision of physical activity calorie equivalents (PACE) information, and swap similarity in terms of taste, texture, and expected satiety as well as the perception that alternatives provided meaningful energy savings. Online canteen pre-ordering systems that prompt lower-energy swaps may be an acceptable approach to help reduce energy intake in the workplace.
Collapse
Affiliation(s)
- Sarah Breathnach
- Research Department of Behavioural Science and Health, Institute of Epidemiology & Public Health, 1-19 Torrington Pl, Fitzrovia, University College London, London WC1E 7HB, UK; (S.B.); (C.H.L.)
- Behavioural Insights Team, 4 Matthew Parker Street, London SW1H 9NP, UK;
| | - Clare H. Llewellyn
- Research Department of Behavioural Science and Health, Institute of Epidemiology & Public Health, 1-19 Torrington Pl, Fitzrovia, University College London, London WC1E 7HB, UK; (S.B.); (C.H.L.)
| | - Dimitrios A. Koutoukidis
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Radcliffe Observatory Quarter, Woodstock Road, Oxford OX2 6GG, UK;
- NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 9DU, UK
| | - Christopher R. van Rugge
- Faculty of Behavioural and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS Groningen, The Netherlands;
| | - Alex Sutherland
- Behavioural Insights Team, 4 Matthew Parker Street, London SW1H 9NP, UK;
| | - Phillippa Lally
- Research Department of Behavioural Science and Health, Institute of Epidemiology & Public Health, 1-19 Torrington Pl, Fitzrovia, University College London, London WC1E 7HB, UK; (S.B.); (C.H.L.)
- Correspondence: ; Tel.: +44(0)20-7679-1691
| |
Collapse
|
21
|
PCNA News May-June 2020. J Cardiovasc Nurs 2020. [DOI: 10.1097/jcn.0000000000000697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
22
|
Seven days in medicine: 4-10 Dec 2019. BMJ 2019; 367:l6896. [PMID: 31831475 DOI: 10.1136/bmj.l6896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
|
23
|
Clarke N, Marteau TM, Pilling M, Roberts NW, Jebb SA, Hollands GJ. Energy (calorie) labelling for healthier selection and consumption of food or alcohol. Cochrane Database Syst Rev 2018; 2:CD009315. [PMID: 34211336 PMCID: PMC8194387 DOI: 10.1002/14651858.cd014845] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
This is a protocol for a Cochrane Review (intervention). The objectives are as follows: To estimate the effect of energy labelling for food (including non‐alcoholic drinks) and alcoholic drinks on healthier selection (with or without purchasing) and consumption. To assess possible modifiers – energy label type, setting and socioeconomic status ‐ of the effect of energy labelling on selection and consumption of food and alcohol.
Collapse
|