Skip to main content

Table 3 Conditional and linearized models for all participants and by smoking status

From: Will tobacco price increases lead more people who smoke to vape? The results from a discrete choice experiment amongst U.S. adults

 

Model 1

Model 2

Model 3

 

Conditional

Linearized

Nonsmokers

People who vape

People who smoke

 

\(\upbeta\) \(\text{(SE)}\)

\(\upbeta\) \(\text{(SE)}\)

\(\upbeta\) \(\text{(SE)}\)

\(\upbeta\) \(\text{(SE)}\)

\(\upbeta\) \(\text{(SE)}\)

Type of Product

 Cigarette

-

-

-

-

-

 Cigar

-.314***

-.312 ***

0.020*

-0.445

-0.969*

(-0.04)

(-0.04)

(-0.05)

(-0.12)

(-0.08)

 Hookah

-.313***

-.303 ***

0.026**

-0.205

-1.059*

(-0.04)

(-0.04)

(-0.05)

(-0.12)

(-0.08)

 E-cigarette

-0.029

-0.026

0.188*

0.326

-0.59*

(-0.04)

(-0.04)

(-0.05)

(-0.12)

(-0.08)

Place to Smoke

 Pleasant

-0.029

-0.028

0.022

-0.089

-0.093

(-0.03)

-0.03)

(-0.04)

(-0.10)

(-0.06)

 Okay

-

-

-

-

-

 Uncomfortable

-.104**

-.110**

-0.029*

-0.318*

-0.204*

(-0.03)

(-0.03)

(-0.05)

(-0.11)

(-0.07)

Kick or Satisfaction

 Very bad

-.163***

-.160***

-0.15**

0.101

-0.29*

(-0.04)

(-0.04)

(-0.06)

(-0.13)

(-0.09)

 Somewhat bad

-.140**

-.145**

-0.138**

-0.01

-0.221*

(-0.05)

(-0.04)

(-0.06)

(-0.14)

(-0.09)

 Neutral

-

-

-

-

-

 Somewhat good

0.032

0.023

0.025

0.327**

-0.063

(-0.05)

(-0.05)

(-0.06)

(-0.15)

(-0.1)

 Very good

0.035

0.027

0.044

0.206

-0.05

(-0.05)

(-0.04)

(-0.06)

(-0.14)

(-0.09)

Cost

 No cost (free)

-

    

 $0.25

-0.078

    

(-0.05)

 $0.50

-0.065

    

(-0.05)

 $1.50

-.231***

    

(-0.04)

 $5.00

-.569***

    

(-0.05)

 Linear

-

-.109***

-0.119*

-0.082*

-0.12*

(0.00)

(-0.01)

(-0.02)

(-0.01)

Addictiveness

 Not at all addictive

-

-

-

-

-

 Moderately addictive

-0.053

-0.053

-0.106*

0.12

-0.031

(-0.03)

(-0.03)

(-0.04)

(-0.10)

(-0.06)

 Highly addictive

-.201***

-.204***

-0.327**

0.027

-0.116

(-0.03)

(-0.03)

(-0.05)

(-0.10)

(-0.07)

Smell

 Pleasant

-0.017

-0.019

-0.089

0.074

0.068

(-0.03)

(-0.03)

(-0.04)

(-0.10)

(-0.06)

 Odorless

-

-

-

-

-

 Strong odor that lingers

-.175***

-.171***

-0.225*

-0.194**

-0.09

(-0.03)

(-0.03)

(-0.04)

(-0.10)

(-0.06)

Long-term Health Risks

 No or minimal

-

    

 Some chance (20%)

-.286***

    

(-0.04)

 Moderate chance (60%)

-.918***

    

(-0.04)

 High chance (90%)

-1.33***

    

(-0.46)

 Linear

-

-.014***

-0.02*

-0.006*

-0.01*

(0.001)

(0.01)

(0.001)

(0.01)

  1. Levels of significance: *p < .05; **p < .01; ***p < .001