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Table 1 Final principal components analysis pattern matrix

From: Public beliefs about the consequences of living with obesity in the Republic of Ireland and Northern Ireland

 

Factor

 

1

2

3

Health Beliefs Subscale

   

 People should maintain a healthy weight for optimal health.

0.822

0.042

− 0.156

 Losing weight would greatly improve the health of people living with obesity.

0.726

− 0.118

0.156

  A person with a healthy bodyweight can lead a more active life.

0.686

0.048

0.136

 People with obesity need more medical care.

0.656

− 0.013

0.278

 People with obesity would be treated better if they lost weight.

0.528

0.138

0.263

Costs Subscale

   

 People have to deny themselves a great deal to avoid obesity.

0.156

0.741

− 0.207

 Maintaining a healthy bodyweight is expensive.

0.045

0.737

0.028

 Maintaining a healthy bodyweight is boring.

− 0.212

0.701

0.183

 Maintaining a healthy bodyweight makes life less fun.

− 0.310

0.691

0.350

 Maintaining a healthy bodyweight takes a lot of effort.

0.418

0.684

− 0.220

Social and Aesthetic Beliefs Subscale

   

 People with overweight or obesity are considered less attractive.

− 0.013

0.035

0.802

 People with a healthy bodyweight are taken more seriously.

0.148

0.006

0.717

 People with obesity are embarrassed by the way they look.

0.259

0.039

0.613

 People with obesity would have a better social life if they lost weight.

0.427

− 0.039

0.513

  1. Final scale items are N=14, as one item was eliminated due to insufficient loading onto any of the three constructs
  2. The threshold set for the strength with which an item significantly loaded on a component was ≥ 0.5
  3. A sensitivity analysis showed that the results with imputed values followed a similar pattern to those with the missing values so the analysis with imputed values is presented throughout