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Table 3 Characteristics associated with WTP (OLS and logistic regression)

From: Willingness to pay for an mRNA-based anti-cancer treatment: results from a contingent valuation study in Israel

Group

Variable

OLS regression

Logistic regression

Variable

Baseline group

Coefficient

Significance

Significance

95.0% Confidence interval for B

Exp(B)

Significance

Significance

95% CI for EXP(B)

Lower bound

Upper bound

Lower

Upper

 

Constant

 

111,689

         

Demographics

Age (continuous)

–

(1,415)

0.000

*

(2,064)

(766)

0.98

0.034

***

0.97

1.00

Religion

Jew

27,498

0.027

***

3,088

51,909

2.42

0.001

*

1.44

4.06

Income

High

28,524

0.038

***

1,573

55,476

3.36

0.009

**

1.35

8.36

Contingent

Health insurance

Basic + 

  

–

  

1.69

0.014

***

1.11

2.57

Cancer type mentioned

No, but other cancer

  

–

  

1.71

0.050

 

1.00

2.92

Heard about mRNA

Yes

(17,077)

0.093

 

(37,040)

2,887

  

–

  

Survival probability

0.6

  

–

  

1.38

0.092

 

0.95

2.01

Health

Medical checks

No

21,648

0.088

 

(3,205)

46,500

  

–

  

Smoking

No

  

–

  

0.45

0.034

***

0.21

0.94

Technology

Technology attitude

Yes

(31,107)

0.083

 

(66,243)

4,029

0.47

0.037

***

0.23

0.95

Medical innovation attitude

Yes

(33,664)

0.012

***

(59,900)

(7,429)

0.16

0.000

*

0.07

0.35

  1. *p < 0.001; **p < 0.01; ***p < 0.05