Environmental Harm Menu Labels and the Healthfulness of Real-World Fast-Food Orders

Fast-food restaurants, where more than one-third of Americans eat on a typical day, are an important setting for dietary interventions aimed at reducing nutrition-related chronic diseases. Prior research on eco-labels, including this team's preliminary studies, has tested labels in online randomized experiments in which food choices are hypothetical. This trial tests the degree to which repeated exposure to environmental harm labels on fast-food menus promotes healthier food choices over time in a real-world setting in which participants receive and consume the foods the participant chooses. A total of 450 adults aged 18 to 64 years who consume fast food at least twice per month will be recruited from the greater Baltimore/Washington, D.C. metropolitan area. Participants will be randomized 1:1 into two groups (approximately 225 per group) using a computer-generated simple randomization sequence, to view one of two labels: control QR code label vs. traffic-light style environmental harm labels with the sequence in which the two restaurant menus are presented during the ordering period also randomized 1:1. The environmental harm labels were identified through preliminary studies within the parent project, which tested ecolabel text, designs, and schemes for effectiveness in increasing the healthfulness of hypothetical fast-food meal orders. Over seven weeks, participants will order one lunch per week from a website designed to imitate the experience of ordering fast food using a commercial online platform. Menus alternate each week between a burger restaurant and a sandwich restaurant, with the starting menu randomized. In Week 1, all participants order from an unlabeled menu, establishing a within-person baseline; in Weeks 2-7, participants view menus with the participants randomized label condition applied to the main item menus. Each meal selected is delivered to the participant the following day via a third-party food delivery service coordinated by study staff. Participants must order at least one main item and must spend a minimum amount of a predetermined meal budget on each order, with unspent funds returned at the end of the study, to reflect real-world cost trade-offs in food choice. Participants will complete brief online surveys at baseline and endline. The baseline survey collects demographics, food security status, food-related behaviors, and personal health; the endline survey collects participants' experience with the ordering task, perceptions of the menus and food ordered, experience with the label condition to which the participants were randomized, fast-food consumption outside of study-provided lunches, knowledge of the environmental impact of foods, and current food security status. The primary outcome is the healthfulness of food selections during the weekly meal orders, measured with a modified Nutrient Profile Index score. Secondary outcomes include selection of a beef item, the total energy of the order, and other nutrients of the order. All study activities are conducted remotely; there are no in-person study visits.