18 and older, any sex, with Food Preferences or Obesity. Patients with the condition only — healthy volunteers not accepted.
Results — posted to ClinicalTrials.gov
Per-arm endpoint measurements with 95% confidence intervals where reported. Source: trial results section.
Number of Participants Purchasing Beverages With CaloriesPrimary· The survey will take up to 20 minutes.
Participants will select a beverage to purchase from the online vending machine. Outcome is binary: purchased a beverage with calories or not.
Group
Value
95% CI
Control
1005
Green Labels
765
Traffic Light Labels
763
Physical Activity Calorie Equivalent Labels
748
"High in" Nutrient Warning Labels
847
Calories Purchased From Beverages, if Beverage With Calories ChosenPrimary· The survey will take up to 20 minutes.
Participants will select a beverage to purchase from the online vending machine. Outcome is calories in beverage chosen to purchase - only for those participants who chose a beverage with calories.
Group
Value
95% CI
Control
199
± 84
Green Labels
190
± 90
Traffic Light Labels
196
± 87
Physical Activity Calorie Equivalent Labels
184
± 92
"High in" Nutrient Warning Labels
183
± 93
Calories Purchased From SnacksPrimary· The survey will take up to 20 minutes.
Participants will select a snack to purchase from the online vending machine. Outcome is calories in snacks chosen to purchase.
Group
Value
95% CI
Control
183
± 69
Green Labels
170
± 62
Traffic Light Labels
169
± 63
Physical Activity Calorie Equivalent Labels
164
± 68
"High in" Nutrient Warning Labels
169
± 67
Likelihood of Selecting a Healthy BeverageSecondary· The survey will take up to 20 minutes.
Participants will select a beverage to purchase in the virtual store. Outcome is percentage of people selecting a healthy beverage (green labeled in the traffic light condition)
Group
Value
95% CI
Control
311
Green Labels
526
Traffic Light Labels
601
Physical Activity Calorie Equivalent Labels
473
"High in" Nutrient Warning Labels
412
Likelihood of Selecting a Moderately Healthy BeverageSecondary· The survey will take up to 20 minutes.
Participants will select a beverage to purchase in the virtual store. Outcome is percentage of people selecting a moderately healthy beverage (yellow labeled in the traffic light condition)
Group
Value
95% CI
Control
459
Green Labels
471
Traffic Light Labels
420
Physical Activity Calorie Equivalent Labels
564
"High in" Nutrient Warning Labels
549
Likelihood of Selecting a Less Healthy BeverageSecondary· The survey will take up to 20 minutes.
Participants will select a beverage to purchase in the virtual store. Outcome is percentage of people selecting a less healthy beverage (red labeled in the traffic light condition)
Group
Value
95% CI
Control
822
Green Labels
590
Traffic Light Labels
567
Physical Activity Calorie Equivalent Labels
552
"High in" Nutrient Warning Labels
626
Likelihood of Selecting a Healthy SnackSecondary· The survey will take up to 20 minutes.
Participants will select a snack to purchase in the virtual store. Outcome is percentage of people selecting a healthy snack (green labeled in the traffic light condition)
Group
Value
95% CI
Control
268
Green Labels
480
Traffic Light Labels
494
Physical Activity Calorie Equivalent Labels
384
"High in" Nutrient Warning Labels
427
Likelihood of Selecting a Moderately Healthy SnackSecondary· The survey will take up to 20 minutes.
Participants will select a snack to purchase in the virtual store. Outcome is percentage of people selecting a moderately healthy snack (yellow labeled in the traffic light condition)
Group
Value
95% CI
Control
677
Green Labels
619
Traffic Light Labels
673
Physical Activity Calorie Equivalent Labels
733
"High in" Nutrient Warning Labels
706
Likelihood of Selecting a Less Healthy SnackSecondary· The survey will take up to 20 minutes.
Participants will select a snack to purchase in the virtual store. Outcome is percentage of people selecting a less healthy snack (red labeled in the traffic light condition)
Group
Value
95% CI
Control
648
Green Labels
488
Traffic Light Labels
421
Physical Activity Calorie Equivalent Labels
473
"High in" Nutrient Warning Labels
454
Saturated Fat Purchased From BeveragesSecondary· The survey will take up to 20 minutes.
Participants will select a beverage to purchase from the online vending machine. Outcome is saturated fat in beverage chosen to purchase.
Group
Value
95% CI
Control
0
0 – 0
Green Labels
0
0 – 0
Traffic Light Labels
0
0 – 0
Physical Activity Calorie Equivalent Labels
0
0 – 0
"High in" Nutrient Warning Labels
0
0 – 0
Sodium Purchased From BeveragesSecondary· The survey will take up to 20 minutes.
Participants will select a beverage to purchase from the online vending machine. Outcome is sodium in beverage chosen to purchase.
Group
Value
95% CI
Control
94
± 82
Green Labels
81
± 85
Traffic Light Labels
71
± 82
Physical Activity Calorie Equivalent Labels
88
± 88
"High in" Nutrient Warning Labels
93
± 88
Total Sugar Purchased From BeveragesSecondary· The survey will take up to 20 minutes.
Participants will select a beverage to purchase from the online vending machine. Outcome is total sugar in beverage chosen to purchase.
Group
Value
95% CI
Control
33
± 31
Green Labels
24
± 30
Traffic Light Labels
24
± 30
Physical Activity Calorie Equivalent Labels
22
± 30
"High in" Nutrient Warning Labels
25
± 30
Sponsor's own description
The aim of this study is to compare the impact of 5 different types of front of package (FOP) food and beverage labels: 1) calorie labels \[control\], 2) green labels on healthy foods, 3) red/yellow/green labels on less healthy/moderately healthy/healthy foods, 4) physical activity calorie equivalent labels, and 5) "High in" nutrient warning labels) on consumers' beverage and snack selections.
Publications & conference data
1 peer-reviewed publication reference this trial (live from Europe PMC):
Publications: Europe PMC API search by NCT ID, retrieved 10 June 2026
Drug + disease cross-links: matched in real time against Drug Landscape's normalised drug + company + condition tables
Sponsor: as reported to ClinicalTrials.gov by University of Pennsylvania
Last refreshed: 20 December 2023
Drug Landscape aggregates and links these public records for informational use only. Always verify against the primary source before clinical or regulatory decisions. Canonical URL: https://druglandscape.com/trial/NCT05432271.