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The impact of interpretive and reductive front-of-pack labels on food choice and willingness to pay

Overview of attention for article published in International Journal of Behavioral Nutrition and Physical Activity, December 2017
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (96th percentile)
  • High Attention Score compared to outputs of the same age and source (89th percentile)

Mentioned by

policy
1 policy source
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74 X users
facebook
1 Facebook page

Citations

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68 Dimensions

Readers on

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222 Mendeley
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Title
The impact of interpretive and reductive front-of-pack labels on food choice and willingness to pay
Published in
International Journal of Behavioral Nutrition and Physical Activity, December 2017
DOI 10.1186/s12966-017-0628-2
Pubmed ID
Authors

Zenobia Talati, Richard Norman, Simone Pettigrew, Bruce Neal, Bridget Kelly, Helen Dixon, Kylie Ball, Caroline Miller, Trevor Shilton

Abstract

This study examined how front-of-pack labels and product healthfulness affect choice and willingness to pay across a range of foods. It was hypothesized that: (i) product choice and (ii) willingness to pay would be more aligned with product healthfulness when healthfulness was expressed through the Health Star Rating, followed by the Multiple Traffic Light, then the Daily Intake Guide, and (iii) the Nutrition Facts Panel would be viewed infrequently. Adults and children aged 10+ years (n = 2069) completed an online discrete choice task involving mock food packages. A 4 food type (cookies, corn flakes, pizza, yoghurt) × 2 front-of-pack label presence (present, absent) × 3 front-of-pack label type (Daily Intake Guide, Multiple Traffic Light, Health Star Rating) × 3 price (cheap, moderate, expensive) × 3 healthfulness (less healthy, moderately healthy, healthier) design was used. A 30 s time limit was imposed for each choice. Of the three front-of-pack labels tested, the Health Star Rating produced the largest differences in choices, with 40% (95% CIs: 38%-42%) of respondents selecting the healthier variant, 33% selecting the moderately healthy variant (95% CIs: 31%-35%), and 23% (95% CIs: 21%-24%) selecting the less healthy variant of the four products included in the study. The Multiple Traffic Light led to significant differences in choices between healthier (35%, 95% CIs: 33%-37%) and less healthy products (29%, 95% CIs: 27%-31%), but not moderately healthy products (32%, 95% CIs: 30%-34%). No significant differences in choices were observed by product healthfulness when the Daily Intake Guide was present. Only the Health Star Rating resulted in a significantly greater willingness to pay for healthier versus less healthy products. The Nutrition Facts Panel was viewed for only 7% of all mock packages. Front-of-pack labels that are more interpretive, such as the Health Star Rating, can be more effective at directing consumers towards healthier choices than reductive front-of-pack labels such as the Daily Intake Guide. The study results provide policy makers with clear guidance on the types of front-of-pack labels that are most likely to achieve positive health outcomes at a population level.

X Demographics

X Demographics

The data shown below were collected from the profiles of 74 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 222 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 222 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 32 14%
Researcher 25 11%
Student > Ph. D. Student 23 10%
Student > Bachelor 20 9%
Student > Doctoral Student 10 5%
Other 28 13%
Unknown 84 38%
Readers by discipline Count As %
Nursing and Health Professions 25 11%
Psychology 17 8%
Business, Management and Accounting 17 8%
Economics, Econometrics and Finance 15 7%
Agricultural and Biological Sciences 15 7%
Other 38 17%
Unknown 95 43%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 53. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 09 September 2022.
All research outputs
#708,159
of 23,559,085 outputs
Outputs from International Journal of Behavioral Nutrition and Physical Activity
#223
of 1,972 outputs
Outputs of similar age
#17,510
of 443,177 outputs
Outputs of similar age from International Journal of Behavioral Nutrition and Physical Activity
#4
of 37 outputs
Altmetric has tracked 23,559,085 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 96th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 1,972 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 28.9. This one has done well, scoring higher than 88% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 443,177 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 96% of its contemporaries.
We're also able to compare this research output to 37 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 89% of its contemporaries.