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Table 1 Principal component analysis with seven emergent factors

From: Social vulnerability from a social ecology perspective: a cohort study of older adults from the National Population Health Survey of Canada

7 factors

Rotated Component Matrix(a)

 

Component

 

1

2

3

4

5

6

7

Engagement

Contextual SES

Social support

Living situation

Self-esteem

Sense of control

Relations w/ others

Frequency of group engagement

.927*

-.037

-.022

-.032

.021

.006

.063

No group engagement

.917*

-.029

-.018

-.003

-.006

.013

.050

Attending religious services

.471*

.065

.141

.056

-.035

-.018

.138

Physical leisure activities

.311*

-.223

.043

.151

.246

.032

-.056

EA income

.004

.783*

-.010

-.106

.014

-.021

-.195

EA education

.000

.735*

-.022

.002

-.076

-.010

.264

EA inequality

.034

-.704*

.054

.001

-.046

-.029

-6.15E-005

EA unemployment

.015

.582*

.049

.007

.010

-.059

-.147

Support: advice

.055

-.012

.736*

.039

-.065

.109

.011

Support: help in a crisis

.019

-.019

.713*

-.061

.008

.025

-.014

Support: someone to confide in

.061

-.027

.680*

-.107

.001

.136

.006

Support: someone to make you feel loved

.033

-.006

.583*

.196

.119

.020

.002

Frequency of contact with relatives

-.017

.030

.372*

.151

.039

-.121

.216

Lives alone

.018

-.035

.076

.940*

-.008

.046

-.036

Marital status

.054

-.051

.057

.937*

.013

.053

-.016

Worth equal to others

-.012

-.018

.022

.025

.846*

-.016

.032

Positive attitude towards self

.014

.027

.046

-.032

.841*

.086

.082

Too much expected of you by others

-.122

.007

.016

-.030

-.059

.566*

.026

Want to move but cannot

.050

-.001

.036

-.008

.074

.560*

.150

Not enough money to buy the things you need

.067

-.083

.039

.004

.006

.524*

-.101

Little control over things that happen

.078

-.025

.046

-.015

.263

.488*

-.207

How often have people let you down

-.011

.045

.115

.127

-.003

.462*

.176

Noisy/polluted neighbourhood

-.004

-.064

-.106

.044

-.087

.392*

.360

Frequency of contact with neighbours

.092

.029

.147

-.053

.120

.067

.555*

EA caregiving for seniors

.001

.149

.025

-.065

.128

.006

-.500*

Frequency of contact with friends

.274

-.012

.241

-.195

.091

.049

.405*

Education

.262

-.344

.017

-.069

.166

.148

-.386

Ability to speak English or French

.070

.003

-.012

-.026

.084

.047

.178

  1. Each variable’s factor loading is indicated by *.
  2. Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization. Rotation converged in 6 iterations.
  3. EA = Enumeration Area.