Table 2.
Factor loadings for three dietary patterns derived by principal component analysis.
Food groups | Components | ||
---|---|---|---|
Home food | Eating out noodles | Sugar sweetened beverages | |
Beef | − 0.022 | − 0.044 | 0.135 |
Candies and chips | − 0.013 | − 0.010 | 0.160 |
Chicken egg | 0.093 | − 0.038 | 0.025 |
Dairy products | − 0.021 | − 0.027 | − 0.146 |
Fish and shellfish | 0.340 | 0.011 | − 0.027 |
Fresh and dried fruit | 0.132 | − 0.061 | − 0.092 |
Fried rice and nasi lemak | − 0.633 | − 0.421 | 0.114 |
Kuih | − 0.143 | − 0.088 | 0.003 |
Non-starchy vegetables | 0.498 | − 0.053 | − 0.101 |
Noodles, fried | − 0.151 | 0.958 | − 0.010 |
Noodles, soup | 0.079 | 0.056 | − 0.026 |
Pau, dim sum and yong tau foo | − 0.046 | 0.145 | − 0.110 |
Pork | 0.168 | 0.058 | − 0.163 |
Poultry | 0.172 | − 0.192 | 0.124 |
Preserved fish, shell fish, poultry, egg, and meat | 0.067 | − 0.001 | 0.016 |
Preserved vegetables | 0.048 | 0.074 | − 0.059 |
Processed chicken and red meat products | − 0.023 | 0.003 | − 0.030 |
Processed fish products | − 0.008 | 0.125 | 0.053 |
Refined bread, bun, roll and biscuit | 0.154 | − 0.079 | 0.120 |
Refined traditional cereal meal | 0.039 | − 0.083 | 0.126 |
Sauces | − 0.023 | − 0.117 | 0.066 |
Soybean curd and legume | 0.113 | 0.014 | − 0.006 |
Spreads (fat) | 0.077 | − 0.024 | 0.008 |
Spreads (sweet) | − 0.027 | − 0.010 | 0.076 |
Starchy vegetables | 0.166 | − 0.025 | − 0.100 |
Sugar sweetened beverages | − 0.028 | − 0.080 | 0.996 |
White rice, glutinuous rice, and plain rice porridge | 0.895 | − 0.043 | 0.074 |
Data expressed as factor loading (correlation coefficient between each food group and dietary pattern); foods groups with factor loadings ≥ 0.1 were bolded to indicate main food groups in each factor; principal component analysis with eigenvalue > 2.0 and orthogonal rotation for derivation of dietary patterns.
Local ethnic-based food names are Kuih—local sweet or savory bite sized snacks; Pau—filled steamed bun; Dim Sum—bite-sized dumpling filled with meat or seafood; Yong Tau Hoo—soybean curd or vegetables filled with fish paste or ground meat; Nasi Lemak—rice cooked in coconut milk.