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Table 3 Results of the exploratory factor analysis on data from the Burkina Faso 2003 DHS

From: Measuring women's perceived ability to overcome barriers to healthcare seeking in Burkina Faso

 

1-factor solution*

2-factor solution*

3-factor solution*

 

loading

(residual variance)

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(residual variance)

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(residual variance)

 

1

 

1

2

 

1

2

3

 

Items

         

Distance to

health services

0.896

(0.197)

-0.017

0.967

(0.083)

0.987

-0.025

-0.002

(0.044)

Having to take

transportation

0.876

(0.233)

0.027

0.883

(0.194)

0.859

0.039

0.022

(0.214)

Getting

permission to go

0.797

(0.364)

0.973

-0.011

(0.064)

-0.011

0.778

0.453

(0.059)

Getting money

for treatment

0.626

(0.608)

0.531

0.21

(0.553)

0.346

0.592

-0.006

(0.396)

Having a

female health worker

0.59

(0.652)

0.315

0.371

(0.637)

-0.013

-0.122

0.840

(0.332)

Going alone

0.672

(0.548)

0.379

0.403

(0.528)

0.063

0.006

0.798

(0.297)

Knowing where to go

0.784

(0.386)

0.688

0.203

(0.335)

0.090

0.471

0.509

(0.329)

Interfactor correlations

         

   2 with 1

  

0.543

  

0.339

   

   3 with 1

     

0.609

   

   3 with 2

      

0.202

  

Model fit

indices

         

Chi-square

model (df)

732.428 (14)

370.129 (8)

4.899 (3)

p-value

< 0.001

< 0.001

0.179

CFI

0.939

0.969

1.000

TLI

0.909

0.920

0.999

RMSEA

0.119

0.112

0.013

  1. df: degrees of freedom; CFI: comparative fit index (fit if > 0.96); TLI: Tucker-Lewis Index (fit if > 0.96); RMSEA: root mean square error of approximation (fit if ≤ 0.08)
  2. *sampling weights were applied, and the results take into account the hierarchical structure of the data