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. 2024 Aug 21;2024:5653709. doi: 10.1155/2024/5653709

Table 5.

Univariate and multivariable analysis of factors associated with reported shisha use by students in public universities in Coastal Kenya between 2018 and 2019.

Shisha use (N = 306) Univariate analysis Multivariable analysis
Crude risk ratio (CRR) P value Adjusted risk ratio (aRR) P value
Sex
Male 228 (75) Reference
Female 78 (25) 0.93 (0.68–1.29) 0.67

Age in years
18 to 21 117 (38) Reference
22 to 24 122 (40) 0.87 (0.63–1.21) 0.41
≥25 67 (22) 0.76 (0.53–1.10) 0.15

Marital status
Single 269 (88) Reference Reference
Married 23 (7.5) 1.21 (1.03–1.42) 0.02 1.29 (1.07–1.57) 0.009
Separated 14 (4.6) 1.11 (0.86–1.42) 0.43 1.04 (0.84–1.30) 0.70

Religion
Islam 119 (39) Reference Reference
Christianity 176 (58) 0.82 (0.63–1.07) 0.15 0.82 (0.65–1.02) 0.07
Others 11 (3.6) 1.11 (1.08–1.14) <0.001 1.07 (1.04–1.11) <0.001

Education level
Diploma 94 (31) Reference
Degree 199 (65) 1.04 (0.95–1.14) 0.39
Postgraduate 13 (4.3) 0.87 (0.61–1.23) 0.42

Year of study
1st 60 (20) 1.02 (0.98–1.07) 0.29 1.08 (1.03–1.13) 0.002
2nd 150 (49) 0.85 (0.78–0.93) <0.001 0.88 (0.80–0.96) 0.003
3rd 63 (21) 0.79 (0.65–0.96) 0.02 0.86 (0.78–0.95) 0.004
4th and above 33 (11) Reference Reference

Semester of the year
Semester 1 160 (52) Reference
Semester 2 146 (48) 1.01 (0.82–1.26) 0.90

Course enrolled
Business studies 98 (32) Reference Reference
Engineering 50 (16) 1.30 (0.99–1.70) 0.06 1.21 (0.99–1.47) 0.05
Applied and health sciences 49 (16) 1.18 (0.91–1.53) 0.21 1.09 (0.89–1.34) 0.40
Computer sciences 62 (20) 1.03 (0.87–1.21) 0.72 1.05 (0.89–1.25) 0.58
Social sciences 47 (15) 1.07 (0.87–1.32) 0.50 1.01 (0.85–1.19) 0.95

Stipend per month (US$)
<630 100 (33) Reference
630 to 1260 132 (43) 0.98 (0.88–1.09) 0.74
1260 to 1890 57 (19) 0.88 (0.69–1.12) 0.30
>1890 17 (5.6) 0.84 (0.53–1.35) 0.48

Do you know what shisha is?
No 109 (36) Reference
Yes 197 (64) 0.95 (0.83–1.09) 0.49

Do you know what it contains?
No 151 (49) Reference
Yes 90 (29) 0.95 (0.72–1.24) 0.69
Not sure 65 (21) 0.92 (0.67–1.24) 0.57

Do you know the effects of shisha?
No 111 (36) Reference
Yes 195 (64) 1.21 (0.89–1.64) 0.22

¶;variables not selected for inclusion in the multivariable regression model, risk ratios from a log-binomial regression models, US dollars exchange rate was KES 125.9353 per one US dollar in January to February 2023 (https://www.centralbank.go.ke/rates/forex-exchange-rates/).