“…The KMO and Bartlett’s sphericity tests confirmed the sample adequacy for factor analysis (KMO = 0.84 and P < 0.001, respectively). To generate dietary patterns, 27 snack food items were entered into factor analysis (principal component) [ 3 , 23 ]. The 27 items were fruit juices, fruit, vegetables, energy drinks, coffee, tea, soft drinks, chocolate candy bars, cookies, pastries, pudding, ice cream, milk, alternative milk substitutes, chocolate milk drinks, Greek yogurt, regular yogurt, cheese, cereal, sandwiches, granola, pasta, burgers, fries, sausage, pizza, and chips.…”