Yes I agree. I love a good deep-fried chicken and chips as much as anyone. But it should be an occasional treat rather than the cheapest / easiest option to get. Eating healthy is expensive, so its not surprising that most people dont.
Tax could help a lot but so could choice architecture, putting fatty / sugary foods out of reach and healthy alternatives at eye level could help alot