The goal of this study is to determine whether certain front-of-package food labeling systems improve the healthfulness of consumers' grocery selections. US adults who are their households' primary shoppers will complete a shopping task in a naturalistic online grocery store. They will be exposed to different front-of-package food labeling systems and asked to shop for groceries. The online store will record participants' selections. Participants will also be asked to complete survey measures.
This study aims to determine whether certain front-of-package food labeling systems improve the healthfulness of consumers' grocery selections. The survey research company Cloud Research will recruit a sample of approximately 5,610 US adults ages 18+ who read and speak English and who are their households' primary grocery shopper. Participants will complete a between-subjects online randomized experiment. They will be randomized to 1 of 6 front-of-package labeling systems: 1) positive labels, 2) spectrum labels, 3) Food and Drug Administration (FDA) high in labels, 4) FDA traffic light labels, 5) FDA high in labels plus positive labels, or 6) FDA traffic light labels plus positive labels. Participants will complete a shopping task in a naturalistic online grocery store. Participants will be instructed to shop as they usually would for items in the following categories: non-alcoholic beverages (e.g., juice, coffee, tea, soda, sports drinks, water), breads and baked goods, breakfast cereals, soups, boxed and frozen meals, and snacks (e.g., chips, crackers, nuts, applesauce, dried fruit). They will be given a budget based on average spending in these categories in a large supermarket chain. The store will record participants' selections. After completing the shopping task, participants will complete an online survey.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
PREVENTION
Masking
NONE
Enrollment
5,638
Products that meet Guiding Stars' criteria for earning 1 or more Guiding Star will display labels indicating their healthfulness using star ratings: 1 star ("Good"), 2 stars ("Better"), or 3 stars ("Best").
All products will display an expanded Guiding Stars label that show an overall rating indicating their healthfulness using star ratings: 1 star ("Poor"), 2 stars ("Fair"), 3 stars ("Good"), 4 stars ("Better"), or 5 stars ("Best").
Products that contain high levels (i.e., ≥20% DV per serving) of saturated fat, sodium, or added sugars will display a label indicating which of these nutrients the product is high in.
All products will display a "Nutrition Info" label showing whether the amount of saturated fat, sodium, and added sugars in 1 serving of the product is low (\<5% DV), medium (≥5 to \<20% DV), or high (≥20% DV). "Low" will be shown in green, "Medium" in yellow, and "High" in red.
Harvard Pilgrim Health Care Institute
Boston, Massachusetts, United States
Healthfulness of participants' grocery selections
The study will assess healthfulness of participants' grocery selections as the weighted average Ofcom Nutrient Profiling Model score of the products the participants select in the shopping task, weighted by the number of servings in each product. Ofcom Nutrient Profiling Model scores will be calculated for each product participants select. Products receive higher Ofcom scores when they contain lower calorie, saturated fat, sodium, and sugar density, higher protein and fiber density, and more fruits, vegetables, legumes, and nuts. The investigators will calculate the weighted average score across participants' selections, weighting by the number of servings participants select of that product. The Ofcom Nutrient Profiling Model score ranges from 0 to 100, where higher scores indicate healthier products.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Guiding Stars scores of participants' grocery selections
The study will assess Guiding Stars scores of participants' grocery selections as the weighted average Guiding Stars score of the products the participants select in the shopping task, weighted by the number of servings in each product. Products receive higher Guiding Stars scores when they contain more healthier nutrients and ingredients including vitamins, minerals, fiber, whole grains, and omega-3s and fewer unhealthy nutrients and ingredients including saturated fat, trans fat, added sodium, added sugars, and certain additives. Higher scores indicate healthier products.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Number of items selected that are high in ≥1 nutrient of concern
The study will assess the number of items participants select that contain ≥20% DV of saturated fat, sodium, or added sugars. The investigators will use DVs of 20g for saturated fat, 2,300mg for sodium, and 50g for added sugars per FDA definitions. Higher counts will indicate a larger number of products selected were high in nutrients of concern.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Calorie density of participants' grocery selections
The study will assess the weighted average calorie density of participants' grocery selections, calculated as the average kcal per 100g of the selected products, weighted by the number of servings in each product. Higher values will indicate higher calorie density.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Sugar density of participants' grocery selections
The study will assess the weighted average sugar density of participants' grocery selections, calculated as the average grams of sugar per 100g of the selected products, weighted by the number of servings in each product. Higher values will indicate higher sugar density.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Sodium density of participants' grocery selections
The study will assess the weighted average sodium density of participants' grocery selections, calculated as the average milligrams of sodium per 100g of the selected products, weighted by the number of servings in each product. Higher values will indicate higher sodium density.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Saturated fat density of participants' grocery selections
The study will assess the weighted average saturated fat density of participants' grocery selections, calculated as the average grams of saturated fat per 100g of the selected products, weighted by the number of servings in each product. Higher values will indicate higher saturated fat density.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Fiber density of participants' grocery selections
The study will assess the weighted average fiber density of participants' grocery selections, calculated as the average grams of fiber per 100g of the selected products, weighted by the number of servings in each product. Higher values will indicate fiber saturated fat density.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Protein density of participants' grocery selections
The study will assess the weighted average protein density of participants' grocery selections, calculated as the average grams of protein per 100g of the selected products, weighted by the number of servings in each product. Higher values will indicate higher protein density.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Total calories selected
The study will assess the total number of calories in participants' grocery selections, calculated as the sum of calories across all products selected. Higher values will indicate more calories selected.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Total sugar selected
The study will assess the total amount of sugar in participants' grocery selections, calculated as the sum of sugar selected across all products selected. Higher values will indicate more sugar selected.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Total sodium selected
The study will assess the total amount of sodium in participants' grocery selections, calculated as the sum of sodium selected across all products selected. Higher values will indicate more sodium selected.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Total saturated fat selected
The study will assess the total amount of saturated fat in participants' grocery selections, calculated as the sum of saturated fat selected across all products selected. Higher values will indicate more saturated fat selected.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Total fiber selected
The study will assess the total amount of fiber in participants' grocery selections, calculated as the sum of fiber selected across all products selected. Higher values will indicate more fiber selected.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Total protein selected
The study will assess the total amount of protein in participants' grocery selections, calculated as the sum of protein selected across all products selected. Higher values will indicate more protein selected.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Total number of items selected
The study will assess the total number of items participants select. Higher values will indicate more items selected.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Total spending on participants' grocery selections
The study will assess the total amount participants spent on their grocery selections in USD. Higher values will indicate greater spending.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Correct identification of healthier items
The study will assess the likelihood that participants correctly identify which of a pair of products is healthier with 6 items (1 for each of 6 product categories: bread, beverages, cereal, meals, snacks, and soups). Responses will be coded as correct (1) if participants select the product with the higher Ofcom Nutrient Profiling Model score and incorrect (0) otherwise.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Noticing of front-of-package labeling systems
The study will assess noticing of the front-of-package labeling systems with 1 item: "When you were selecting foods and beverages in the shopping task, did you notice any other nutrition labels next to the products, besides the Nutrition Facts Panel?" Response options will be "yes," "no," and "not sure." Responses will be coded as noticed (1) if participants select "yes" and not noticed (0) otherwise.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Use of front-of-package labeling systems
The study will assess use of the front-of-package labeling systems with 1 item: "While you were shopping, did you use these other nutrition labels to decide foods and beverages to select?" Response options will be "yes" (coded as 1) and "no" (coded as 0).
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Thinking about health
The study will assess thinking about health using 1 item: "When you were selecting foods and beverages in the shopping task, how much did you think about the overall healthfulness of the product? Response options range from not at all (1) to a great deal (5).
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Negative emotional reactions
The study will assess negative emotional reactions using 5 items: "How much does this label make you feel…" "worried", "scared," "guilty," "ashamed", and "sad"? Response options range from not at all (1) to a great deal (5). The investigators will average the 5 items; higher average scores indicate stronger negative emotional reactions.
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Perceived helpfulness of the front-of-package labeling system
The study will assess perceived helpfulness with 1 item: "How much do you agree or disagree with the following statement: These labels would help me choose healthier foods and beverages." Response options range from strongly disagree (1) to strongly agree (5).
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Perceived understandability of the front-of-package labeling system
The study will assess perceived understandability with 1 item: "How much do you agree or disagree with the following statement: It is easy to understand the information in these labels." Response options range from strongly disagree (1) to strongly agree (5).
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Perceived trustworthiness of the front-of-package labeling system
The study will assess perceived trustworthiness with 1 item: "How much do you trust or distrust the information in these labels?" Response options range from completely distrust (1) to completely trust (5).
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
Public support for front-of-package labeling system
The study will assess public support for the front-of-package labeling systems with 1 item: "Would you oppose or support a policy requiring these labels on foods and beverages?" Response options range from strongly oppose (1) to strongly support (5).
Time frame: Assessed from enrollment to end of one-time, 30-minute online study survey
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