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. Author manuscript; available in PMC: 2026 Oct 1.
Published in final edited form as: J Community Health. 2025 Apr 5;50(5):796–812. doi: 10.1007/s10900-025-01466-6

Table 4.

Multivariable logistic regressions predicting school professionals’ perceptions about the important components of effective tobacco prevention programs in Arkansas.

Perceptions About Important Components of Effective Tobacco Prevention Programs
Tobacco-free policies

(Yes vs. No)
At-risk youth development

(Yes vs. No)
Parent education

(Yes vs. No)
Research-based curriculum

(Yes vs. No)
School/ district cessation services

(Yes vs. No)
Up-to-date teacher training

(Yes vs. No)
Prevention integrated in academics

(Yes vs. No)
School tobacco specialists

(Yes vs. No)
AOR
(95% CI)
AOR
(95% CI)
AOR
(95% CI)
AOR
(95% CI)
AOR
(95% CI)
AOR
(95% CI)
AOR
(95% CI)
AOR
(95% CI)
School-Related Factors
School type
 Elementary school 0.98
(0.17–5.81)
1.70
(0.34–8.49)
1.29
(0.22–7.44)
1.56
(0.32–7.68)
0.59
(0.10–3.41)
1.71
(0.34–8.58)
1.34
(0.24–7.61)
6.22
(1.14–33.99) *
 Middle school 0.61
(0.31–1.20)
1.10
(0.58–2.09)
0.77
(0.39–1.52)
0.76
(0.39–1.48)
0.89
(0.46–1.75)
0.74
(0.40–1.40)
1.77
(0.91–3.44)
1.48
(0.71–3.12)
 Junior high school 2.03
(0.56–7.39)
0.84
(0.33–2.12)
2.90
(0.80–10.52)
0.92
(0.36–2.37)
0.85
(0.32–2.28)
4.15
(1.31–13.09) *
0.81
(0.28–2.38)
1.50
(0.53–4.26)
 Other -a 0.81
(0.23–2.83)
4.02
(0.48–33.47)
1.44
(0.41–5.03)
2.08
(0.59–7.39)
1.62
(0.44–5.90)
0.88
(0.22–3.58)
0.75
(0.15–3.78)
 High school Ref Ref Ref Ref Ref Ref Ref Ref
School position
 Teacher 2.92
(1.05–8.12) *
1.90
(0.75–4.83)
1.99
(0.76–5.23)
1.64
(0.61–4.45)
1.22
(0.47–3.17)
2.30
(0.90–5.89)
2.83
(0.88–9.15)
2.02
(0.64–6.36)
 School mental or healthcare professional 1.69
(0.30–9.57)
0.94
(0.19–4.64)
7.28
(0.72–73.80)
1.46
(0.29–7.34)
3.91
(0.79–19.52)
1.50
(0.31–7.17)
2.39
(0.39–14.56)
0.50
(0.04–5.75)
 Instructional aide/ security/ office staff/ other 2.24
(0.64–7.79)
1.30
(0.43–3.94)
1.23
(0.39–3.90)
1.63
(0.51–5.24)
0.67
(0.21–2.16)
1.69
(0.56–5.15)
2.27
(0.59–8.70)
1.59
(0.41–6.10)
 School administrator Ref Ref Ref Ref Ref Ref Ref Ref
Years of work experience in education
 Less than 1 year 0.83
(0.23–3.01)
1.46
(0.45–4.71)
0.95
(0.26–3.40)
1.22
(0.39–3.87)
0.75
(0.21–2.68)
0.72
(0.23–2.25)
0.96
(0.29–3.18)
3.46
(1.004–11.93) *
 1–5 years 1.00
(0.43–2.30)
1.71
(0.83–3.52)
0.92
(0.42–2.03)
1.01
(0.49–2.05)
1.05
(0.50–2.21)
0.60
(0.29–1.21)
0.96
(0.46–2.00)
2.00
(0.89–4.52)
 6–10 years 0.90
(0.41–1.95)
1.43
(0.73–2.78)
1.14
(0.53–2.46)
0.76
(0.38–1.51)
1.16
(0.58–2.31)
0.91
(0.46–1.78)
0.77
(0.38–1.55)
1.59
(0.73–3.45)
 11–15 years 0.82
(0.36–1.85)
0.81
(0.40–1.65)
0.49
(0.23–1.05)
0.70
(0.34–1.48)
1.24
(0.60–2.56)
0.60
(0.30–1.23)
0.57
(0.38–1.55)
1.26
(0.55–2.90)
 More than 15 years Ref Ref Ref Ref Ref Ref Ref Ref
School rurality
 Non-metro (rural) 1.48
(0.79–2.74)
1.00
(0.59–1.70)
1.31
(0.72–2.36)
0.93
(0.54–1.60)
1.11
(0.64–1.92)
0.78
(0.46–1.33)
1.39
(0.79–2.47)
1.56
(0.83–2.92)
 Metro Ref Ref Ref Ref Ref Ref Ref Ref
Tobacco Use History
Lifetime history of smoking cigarettes
 Yes 1.21
(0.65–2.27)
1.77
(1.03–3.05) *
0.90
(0.49–1.63)
1.62
(0.94–2.800
0.84
(0.48–1.47)
1.03
(0.60–1.77)
0.93
(0.53)
0.89
(0.48–1.66)
 No Ref Ref Ref Ref Ref Ref Ref Ref
Lifetime history of using smokeless tobacco
 Yes 1.70
(0.73–3.95)
1.20
(0.62–2.32)
0.81
(0.40–1.65)
0.99
(0.51–1.90)
1.75
(0.90–3.41)
1.00
(0.52–1.92)
1.01
(0.50–2.04)
2.17
(1.05–4.47) *
 No Ref Ref Ref Ref Ref Ref Ref Ref
Lifetime history of using e-cigarettes/ vapes
 Yes 1.08
(0.49–2.38)
0.38
(0.20–0.75) **
0.70
(0.34–1.44)
0.97
(0.50–1.89)
0.90
(0.45–1.82)
1.17
(0.60–2.27)
1.26
(0.63–2.52)
0.67
(0.31–1.47)
 No Ref Ref Ref Ref Ref Ref Ref Ref

Notes:

*

p < .05,

**

p < .01,

***

p < .001. The analytic sample size across analyses was 297 across analyses (i.e., 91% of the total sample).

a

Unstable estimate.