The survey of 3,000 people found a fifth thought fish and chips were healthy, while a fifth thought any sort of pizza was "fairly healthy" - regardless of topping.
Catherine Iredale, of Fourth Hospitality, of the food firm that commissioned the survey, said: "These findings clearly show that people aren’t as informed as they need to be about the calorie content of a lot of foods."
