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. 2022 Dec 28;15(1):149. doi: 10.3390/nu15010149

Table 3.

Factor loading matrix for the nine major dietary patterns identified from the Food Frequency Questionnaire (FFQ).

Dietary Patterns (n = 233)
Almost Healthy Western Fast Food High-Processed Food, Meat and Confectionery Sweet Fat-diary Products Vegetable-Fruit Spices and Additives Fats Cereal
Variance explained (%) 9.47 9.22 7.14 5.81 5.56 5.34 4.61 4.08 3.73
Food and food products Factor loadings
White rice, standard pasta, fine groats (manna, cuscus) 0.663 −0.001 −0.097 0.040 0.048 0.027 0.056 −0.035 0.107
Whole grain bread 0.645 0.133 0.027 −0.062 0.156 −0.035 −0.147 0.066 0.265
White meat dishes (chicken, turkey, rabbit) 0.644 0.065 0.293 0.172 −0.049 0.051 0.174 −0.019 −0.187
Fishes 0.531 0.344 0.204 −0.073 −0.078 0.049 0.081 0.034 0.127
Nuts, pumpkin seeds, sunflower seeds and other oil seeds 0.487 0.213 −0.028 −0.094 −0.092 0.142 0.123 0.313 0.145
Legumes or dishes from legume seeds (beans, peas, lens, soya) 0.476 0.414 0.136 −0.153 0.150 0.145 0.051 0.092 0.179
Vegetables 0.435 0.112 0.130 −0.105 0.017 0.426 0.351 −0.069 0.119
Eggs 0.403 0.082 0.149 0.002 0.286 −0.007 0.196 0.263 −0.080
Canned meat 0.258 0.680 0.103 0.142 0.132 0.006 −0.015 0.101 0.111
Vegetable canned, marinated or pickled vegetable 0.261 0.679 0.172 −0.094 0.154 0.028 0.101 0.124 0.071
Vegetable or vegetable-fruit juices −0.091 0.662 0.153 0.012 −0.004 0.316 0.004 0.011 0.190
Powder soups or ready soups (can, jar, concentrated) not including frozen soups 0.106 0.598 0.083 0.273 0.137 0.014 −0.099 0.194 −0.011
Fast food (fries, hamburgers, pizza, chips) 0.058 0.522 0.099 0.388 −0.156 −0.152 −0.079 −0.048 −0.098
Alcohol drinks 0.097 0.402 −0.136 0.152 −0.002 0.007 0.164 0.091 −0.071
Red meat dishes (pork, beef, veal, lamb, venison) 0.355 0.368 0.338 0.122 0.003 0.139 −0.104 −0.108 −0.205
Meats, pork sausages 0.070 0.137 0.739 0.060 0.207 0.067 0.072 0.172 −0.038
Meat, sausage, poultry and veal 0.224 0.193 0.636 0.043 0.135 0.076 0.141 −0.045 0.073
Light bread (wheat, rye, mixed wheat and rye bread, toast, rolls, rogals) −0.098 −0.038 0.621 −0.067 0.155 0.300 −0.187 0.169 0.073
Fried food (meat tor flour) 0.145 0.182 0.480 0.276 −0.004 −0.076 0.152 0.106 0.001
Sweet carbonated or non-carbonated beverages (coca-cola, pepsi, sprite, fanta, lemonade) −0.163 0.147 0.165 0.812 −0.095 0.075 0.074 0.128 −0.070
Energy drinks (red bull, shot, black horse and others) −0.034 0.250 −0.088 0.774 0.179 0.012 −0.090 0.021 0.110
Sweets (cookies, cakes, chocolate bars, ‘muesli’ types and other confectionery products) 0.150 −0.041 0.409 0.503 0.053 0.066 0.035 −0.024 0.030
Milk (flavored milks, cocoa, coffee with milk) −0.016 −0.068 0.130 0.036 0.751 0.054 −0.009 0.097 0.056
Fermented milk drinks (yoghurt, kefir) 0.182 0.260 0.099 0.003 0.661 0.208 0.069 −0.228 0.045
Cheese (molded cheese, blue cheese) −0.081 0.185 0.335 0.074 0.515 0.077 0.216 0.183 0.098
Cottage cheese (homogenized cheese, cheese deserts) 0.461 0.316 0.159 −0.007 0.468 0.010 0.068 0.105 −0.013
Hot beverages (tea, coffee, herb or fruit infusions) 0.184 −0.274 −0.141 0.174 0.374 0.660 0.100 0.256 −0.167
Fruit juices −0.143 0.367 0.200 0.214 0.055 0.626 0.145 0.042 0.043
Fruits 0.374 0.103 0.225 −0.187 0.051 0.608 0.089 −0.095 0.208
Potatoes (excluding fries and chips) 0.063 0.094 0.211 0.057 0.186 0.348 0.075 0.295 0.219
Spices 0.002 0.010 −0.026 0.001 0.121 0.226 0.864 −0.067 −0.097
Olive oil and rapeseed oils 0.345 −0.005 0.219 −0.004 0.045 −0.005 0.615 0.121 0.086
Margarine or mixes with butter and margarine 0.017 0.289 0.271 0.063 0.048 0.142 −0.126 0.758 −0.132
Lard/coconut oil 0.249 0.168 0.057 0.207 0.064 −0.122 0.219 0.534 0.429
Buckwheats, other whole grains, cereals, whole grain pasta 0.268 0.096 0.028 0.019 0.083 0.172 −0.067 −0.029 0.822
Mineral water 0.053 −0.029 0.068 −0.073 0.019 0.016 −0.021 0.018 0.035
Table water, spring water −0.011 0.116 0.123 −0.059 −0.015 0.011 0.088 0.002 0.057

Factor loadings with absolute values > 0.40 are in bold; Method of extracting factors—main components; Rotation method—Varimax with Kaiser normalization.