Skip to main content
. Author manuscript; available in PMC: 2023 Jun 1.
Published in final edited form as: Health Psychol. 2022 Feb 14;41(6):417–422. doi: 10.1037/hea0001146

Table 3.

Regression Model of Association Between Health Perceptions and E-Cigarette Use in the Past 30 Days Among Ever E-Cigarette Users (n = 1,988)

Characteristic Used an e-cigarette in past 30 days
OR [95% CI] aOR [95% CI]
Age range
 22—24 years (reference) 1.00
 18—21 years 0.71 [0.56, 0.89] 0.86 [0.67, 1.11]
 13—17 years 0.44 [0.35, 0.56] 0.52 [0.40, 0.67]
Gender
 Male (reference) 1.00
 Female 0.52 [0.43, 0.63] 0.75 [0.61, 0.93]
 Other 0.72 [0.38, 1.35] 0.87 [0.43, 1.75]
Race/ethnicity
 Non-Hispanic White (reference) 1.00
 Non-Hispanic African American/Black 1.42 [1.08, 1.86] 1.24 [0.92, 1.66]
 Hispanic or Latino 1.33 [1.07, 1.67] 1.19 [0.93, 1.53]
 Non-Hispanic Other 1.40 [1.05, 1.86] 1.21 [0.89, 1.65]
E-cigarette use increases the risk of COVID-19 because it affects the lungs 0.70 [0.63, 0.77] 0.89 [0.79, 1.01]
Young people are at risk of respiratory problems due to e-cigarette use 0.54 [0.47, 0.60] 0.68 [0.59, 0.78]
There is no hard evidence that e-cigarette use with nicotine increases risk of severe lung disease 1.92 [1.72, 2.15] 1.61 [1.42, 1.82]
E-cigarette use is safer than smoking cigarettes 1.51 [1.36, 1.68] 1.26 [1.11, 1.42]
E-cigarette harmfulness perceptiona
 Not at all harmful (reference) 1.00
 Harmful 0.29 [0.18, 0.49] 0.52 [0.30, 0.90]

Note. COVID-19 = COVID-19 = Coronavirus Disease 2019; OR = odds ratio; CI = confidence interval; aOR = adjusted odds ratio. Values in bold type are significant, controlling for all other variables. Unless otherwise noted, participants rated items on a continuous 4-point Likert-type scale, on which 1 = strongly disagree, 2 = disagree, 3 = agree, 4 = strongly agree.

a

Harmfulness perceptions were rated on a 4-point Likert-type scale, on which 1 = not at all harmful, 2 = slightly harmful, 3 = quite harmful, 4 = extremely harmful. We then collapsed responses into a binary variable, indicating not at all harmful compared with all other responses.