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Table 4 Principal Component Analysis (PCA): Household perceptions towards iCHF

From: Do household perceptions influence enrolment decisions into community-based health insurance schemes in Tanzania?

S/N

Factors and statements

The explained variance (%)

Factor Loadings

P1

Quality (health care services)

10.6

 

S1

Healthcare services

 

0.76

S2

Healthcare personnel

 

0.72

S3

Long waiting time

 

−0.71

S4

Reasonable treatment time

 

0.71

S5

Discrimination of members

 

−0.65

S6

Availability of drugs

 

0. 56

P2

Preferences (beliefs and priorities)

9.5

 

S7

iCHF is a loss of money

 

0.69

S8

I save money in case of illness

 

0.68

S9

I borrow money in case of illness

 

0.66

S10

Prefer traditional healers

 

0.59

S11

Low benefit-premium ratio

 

0.50

S12

Insurance brings bad luck

 

0.42

P3

Convenience (iCHF accessibility)

7.2

 

S13

Office hours

 

0.83

S14

Opening location

 

0.78

S15

Card collection

 

0.72

P4

Understanding (iCHF)

5.1

 

S16

Only relevant for chronic diseases

 

0.80

S17

Health is in the hands of God

 

0.74

S18

iCHF is for government workers

 

0.39

P5

Recommendation (iCHF)

5.1

 

S19

iCHF representatives

 

0.85

S20

Relatives and friends

 

0.83

P6

Knowledge (iCHF)

4.8

 

S21

Awareness about the iCHF premium

 

0.78

S22

The iCHF benefits are clear to me

 

0.51

S23

Knowledge about the iCHF scheme

 

−0.39

S24

The iCHF Premium is affordable

 

0.38

P7

Awareness (iCHF)

4.7

 

S25

iCHF is for irregular incomes earners

 

−0.65

S26

I know people that are members of iCHF

 

0.57

S27

Current needs are prioritized

 

0.44

S28

iCHF is like paying taxes

 

0.42

  1. Source: Authors’ calculation of PCA based on primary data
  2. Note: Primary data were collected from two rural districts of Dodoma region (Bahi and Chamwino)