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Table 3 Confirmatory Factor Analysis with the 'Confirmatory' Sample (best models) (n = 153)

From: Development and psychometric evaluation of the CanSmart questionnaire to measure chronic disease self-management tasks

 

Scenarios

Model 1

Model 2

Model 3

Model 4

Model 5

Dim #1

Dim #2

Dim #1

Dim #2

Dim #1

Dim #2

Dim #1

Dim #2

Dim #1

Dim #2

Items

Emotional coping

0.39

0.39

0.41

0.39

0.39

Managing fatigue

0.61

0.61

0.62

0.61

0.61

Avoiding/limiting activities

0.70

0.70

0.68

0.70

0.70

Dealing with unexpected or new life problems

0.50

0.50

0.54

0.52

0.52

Making lifestyle changes (e.g. diet)

0.38

0.38

0.40

0.39

0.39

Asking for or needing help with household chores

0.79

0.80

0.81

0.74

0.74

Asking for or needing help with self-care (e.g. bathing)

0.55

0.55

0.54

0.56

0.56

Dealing with physical limitations

0.59

0.59

 

0.58

0.59

0.59

Managing discomfort/pain

0.53

0.53

0.50

0.50

Taking medication daily

0.10*

Monitoring biological parameters (e.g. sugar)

0.06*

0.05*

Measures of fit

Chi-square test (value, df, p-value)

Value = 52.7, df = 26, p = 0.002

Value = 73.7, df = 43, p = 0.003

Value = 46.4, df = 19, p < 0.001

Value = 58.7, df = 26, p < 0.001

Value = 68.0, df = 34, p < 0.001

Root Mean Square Residual (RMSEA)

0.08 [0.05; 0.11]

0.07 [0.04; 0.10]

0.10 [0.06; 0.13]

0.09 [0.06; 0.12]

0.08 [0.05; 0.11]

Standardized Root Mean square Residual (SRMR)

0.07

0.07

0.08

0.08

0.08

Bentler's Comparative Fit Index (CFI)

0.90

0.88

0.88

0.87

0.87

Internal consistency

Cronbach's alpha (standardized)

0.70

0.67

0.65

0.54

0.67

0.67

0.67

0.68

0.67

0.59

  1. *All the standardized effects are significant at alpha 0.05, except those with an asterisk (Dim: Dimension)