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Table 2 Factor loadings of the 55 food groups in the four principal components extracted from the PCA of frequency of food intake data of 1448 university students

From: Dietary patterns of university students in the UK: a cross-sectional study

Food group (% variance)

Vegetarian (8.4%)

Snacking (5.7%)

Health-conscious (4.2%)

Convenience, red meat & alcohol (3.4%)

Pulses, beans & lentils

0.642

− 0.113

0.216

 

Tofu

0.627

  

0.105

Meat alternatives

0.586

0.126

− 0.109

0.121

Hummus

0.585

 

0.147

 

Chicken/poultry

−0.456

 

0.106

0.277

Processed meat

−0.453

0.277

 

0.354

Red meat & offal

−0.439

0.163

0.134

0.332

Biscuits, cakes & sweets

 

0.623

 

− 0.106

Milk & cream-based desserts

 

0.531

0.160

 

Confectionery

− 0.174

0.524

  

Crisps & savoury snacks

 

0.413

−0.170

0.253

White bread

−0.141

0.393

−0.209

0.214

Fruit juice

 

0.354

  

Other bread

0.104

0.342

  

Canned fruit

0.101

0.320

0.100

−0.124

Fruit squash (not low calorie)

 

0.293

−0.182

 

Other yogurts

 

0.276

0.216

−0.105

Other spread

 

0.251

  

Added sugar in tea, coffee & cereal

 

0.239

 

0.128

Quiche

0.201

0.218

 

0.124

Fatty fish & canned tuna

−0.120

 

0.616

 

White fish & shell fish

−0.157

 

0.531

 

Nuts

0.324

 

0.491

 

Eggs

−0.151

− 0.120

0.477

0.350

Fresh fruit

0.174

 

0.443

−0.108

Other green vegetables, onions & salad items

0.369

−0.258

0.376

0.127

Oat- & bran-based breakfast cereals

 

−0.172

0.372

−0.170

Herbal & green tea

0.313

−0.153

0.365

 

Low fat & low-calorie yogurts

  

0.334

−0.308

Tea & coffee

 

0.122

0.251

 

Fried food

   

0.503

Pasta & rice

0.135

  

0.451

Ready-made sauces

   

0.396

Pizza

 

0.327

−0.171

0.392

Chips

− 0.160

0.301

− 0.221

0.379

Alcoholic drinks

   

0.328

Butter

−0.166

0.137

 

0.312

Mayonnaise, salad cream & other dressings

−0.115

0.249

0.225

0.277

Cream

 

0.128

0.198

0.209

Crispbread

0.144

 

0.132

−0.179

Peas

  

0.115

 

Boiled, mashed, roast & jacket potatoes

−0.211

0.261

 

0.113

Root vegetables & sweetcorn

0.237

 

0.300

 

Baked beans

 

0.112

 

0.112

Wheat bran

  

0.124

− 0.136

Low calorie squash & fizzy drinks

 

0.115

  

Non-white bread

    

Low fat, olive & pufa spread

  

−0.124

 

Fizzy drinks (not low calorie)

−0.180

0.332

− 0.204

0.282

Jam, marmalade & honey

 

0.255

 

−0.125

Cheese

0.214

0.145

 

0.218

Water

 

−0.253

0.292

 

Milk

−0.162

0.107

0.120

0.106

Other breakfast cereals

−0.150

0.168

− 0.194

 

Soups

0.209

0.125

0.215

 
  1. Food groups with factor loadings ≥0.10 & ≤ − 0.10 are displayed; those ≥0.32 are highlighted in bold and those ≤ − 0.32 are italicised