| Literature DB >> 30935027 |
Yu-Ning Chien1,2, Wayne Gao3, Mattia Sanna4, Ping-Ling Chen5, Yi-Hua Chen6, Stanton Glantz7, Hung-Yi Chiou8.
Abstract
A growing literature indicates that electronic cigarette use increases the risk of subsequent initiation of conventional smoking among cigarette-naïve adolescents in several Western countries. This research assesses the same relationship in an Asian country, Taiwan. The Taiwan Adolescent to Adult Longitudinal Study is a school-based survey that was carried out in two waves in 2014 (baseline) and in 2016 (follow-up). It employs probability sampling to create nationally representative samples of students in junior high school (mean age 13, 7th grade at baseline) and in senior high school (mean age 16, 10th grade at baseline). Data from this survey were analyzed via logistic regression to estimate the association between ever use of e-cigarettes at baseline and smoking initiation at follow-up, accounting for susceptibility to smoking, socio-demographic profile, depression status, and peer support. Among the 12,954 cigarette-naïve students surveyed, those with e-cigarette experience at baseline exhibited higher odds of smoking initiation at follow-up (Odds Ratio = 2.14, 95% CI (1.66, 2.75), p < 0.001). For the first time, we confirmed, through a longitudinal survey, a prospective association between ever use of e-cigarettes and smoking initiation in an Asian adolescent population. The restrictive policy on e-cigarettes currently in force in Taiwan is justified to prevent both e-cigarette and cigarette use among adolescents.Entities:
Keywords: Asian youth; Taiwan; e-cigarette; prospective study; smoking initiation
Mesh:
Year: 2019 PMID: 30935027 PMCID: PMC6480595 DOI: 10.3390/ijerph16071145
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Sample characteristics by ever smoking status at follow-up, among never smokers at baseline—unweighted data.
| Ever Smokers at Follow-Up ( | Never Smokers at Follow-Up ( | ||||
|---|---|---|---|---|---|
|
| % [ |
| % [ | ||
| Gender | Male | 704 | 63.1% | 4957 | 41.9% |
| Female | 4957 | 444.6% | 6882 | 58.1% | |
| Days of Smoking in the Past 30 Days | 0 | 814 | 73.0% | 11,837 | 100.0% |
| 1–5 | 156 | 14.0% | 0 | 0.0% | |
| 6–9 | 25 | 2.2% | 0 | 0.0% | |
| 10–19 | 29 | 2.6% | 0 | 0.0% | |
| >20 | 90 | 8.1% | 0 | 0.0% | |
| School | Junior High | 471 | 42.2% | 5012 | 42.3% |
| Senior High | 644 | 57.8% | 6827 | 57.7% | |
| Ever Used E-Cigarettes at Baseline | Entire Dataset | 118 | 10.6% | 543 | 4.6% |
| Junior High Students * | 54 | 4.8% | 253 | 2.1% | |
| Senior High Students † | 64 | 5.7% | 290 | 2.4% | |
| Never Used E-Cigarettes at Baseline | Entire Dataset | 209 | 18.7% | 670 | 5.7% |
| Junior High Students | 96 | 8.6% | 286 | 2.4% | |
| Senior High Students | 113 | 10.1% | 384 | 3.2% | |
| Susceptible to Smoking at Baseline | Entire Dataset | 209 | 18.7% | 670 | 5.7% |
| Junior High Students | 96 | 8.6% | 286 | 2.4% | |
| Senior High Students | 113 | 10.1% | 384 | 3.2% | |
| Father’s Education | Below Junior High School | 247 | 22.2% | 2036 | 17.2% |
| Senior or Vocational High School | 452 | 40.5% | 4396 | 37.1% | |
| Above College | 295 | 26.5% | 4298 | 36.3% | |
| Mother’s Ethnicity | Native | 939 | 84.2% | 10,451 | 88.3% |
| Indigenous | 52 | 4.7% | 337 | 2.8% | |
| Foreigner | 106 | 9.5% | 896 | 7.6% | |
| Parents’ Employment Status | Full-time Job | 1021 | 91.6% | 11,093 | 93.7% |
| Part-time Job | 31 | 2.8% | 211 | 1.8% | |
| Unemployed | 51 | 4.6% | 411 | 3.5% | |
| Family Living Arrangement | Parents or Extended Family | 794 | 71.2% | 9433 | 79.7% |
| Single Parents | 242 | 21.7% | 1886 | 15.9% | |
| Grandparents | 33 | 3.0% | 245 | 2.1% | |
| Other Relatives | 46 | 4.1% | 275 | 2.3% | |
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| CES-D Scale | 3.8 | 3.0 | 3.3 | 2.7 | |
| Peer Support Score | 13.3 | 2.4 | 13.5 | 2.2 | |
* 13 years old at baseline; † 16 years old at baseline. CES-D Scale: Center for Epidemiologic Studies Depression Scale.
Output of the attrition analysis performed on never smokers at baseline and at follow-up.
| Baseline Cohort ( | Follow-Up Cohort ( | RRF * | ||||
|---|---|---|---|---|---|---|
|
| % [ |
| % [ | |||
|
| Male | 6439 | 44.14 | 5738 | 43.77 | 0.99 |
| Female | 8148 | 55.86 | 7370 | 56.23 | 1.01 | |
|
| Junior High (13 years old at baseline) | 5915 | 40.55 | 5544 | 42.29 | 1.04 |
| Senior High (16 years old at baseline) | 8672 | 59.45 | 7564 | 57.71 | 0.97 | |
|
| Below Junior High School | 2621 | 17.97 | 2310 | 17.62 | 0.98 |
| Senior or Vocational High School | 5475 | 37.53 | 4901 | 37.39 | 1.00 | |
| Above College | 5099 | 34.96 | 4646 | 35.44 | 1.01 | |
| Missing | 1387 | 9.51 | 1247 | 9.51 | 1.00 | |
|
| Native | 12,787 | 87.66 | 11,526 | 87.93 | 1.00 |
| Indigenous | 483 | 3.31 | 394 | 3.01 | 0.91 | |
| Foreigner | 1130 | 7.75 | 1013 | 7.73 | 1.00 | |
| Missing | 178 | 1.22 | 167 | 1.27 | 1.04 | |
* The Ratios of Relative Frequencies (RRFs) were calculated based on [50].
Sensitivity Analysis: regression output assuming all the students lost at follow-up were non-smokers—weighted estimates (observations: 12,921).
| OR | Lin. Std. Err. |
| 95% CI | ||
|---|---|---|---|---|---|
|
| |||||
| Ever Use of E-cigarettes at Baseline | 2.30 | 0.27 | 7.08 | 0.00 | 1.82−2.89 |
| Constant | 0.08 | 0.00 | −49.60 | 0.00 | 0.07−0.09 |
|
| |||||
| Ever Use of E-cigarettes at Baseline | 2.00 | 0.25 | 5.49 | 0.00 | 1.56−2.56 |
| Susceptibility to Smoking at Baseline | 3.32 | 0.32 | 12.50 | 0.00 | 2.75−4.01 |
| Parents’ Employment Status (Part-time Job) | 1.23 | 0.27 | 0.97 | 0.33 | 0.81−1.88 |
| Parents’ Employment Status (Unemployed) | 1.05 | 0.18 | 0.29 | 0.77 | 0.75−1.48 |
| Father’s Education (Senior or Vocational High School) | 0.94 | 0.07 | −0.80 | 0.43 | 0.8−1.1 |
| Father’s Education (Above College) | 0.68 | 0.07 | −3.93 | 0.00 | 0.56−0.82 |
| Family Living Arrangement (Single Parents) | 1.20 | 0.10 | 2.25 | 0.03 | 1.02−1.4 |
| Family Living Arrangement (Grandparents) | 2.04 | 0.32 | 4.49 | 0.00 | 1.49−2.79 |
| Family Living Arrangement (Other Relatives) | 1.51 | 0.28 | 2.23 | 0.03 | 1.05−2.18 |
| Mother’s Ethnicity (Indigenous) | 1.46 | 0.25 | 2.23 | 0.03 | 1.04−2.04 |
| Mother’s Ethnicity (Foreigner) | 1.19 | 0.14 | 1.44 | 0.15 | 0.94−1.5 |
| CES-D Scale | 1.03 | 0.01 | 2.90 | 0.00 | 1.01−1.06 |
| Age (in years) | 0.98 | 0.03 | −0.58 | 0.56 | 0.93−1.04 |
| Peer Support Score | 1.00 | 0.02 | −0.02 | 0.98 | 0.97−1.03 |
Sensitivity Analysis: regression output assuming all the students lost at follow-up were smokers—weighted estimates (observations: 12,921).
| OR | Lin. Std. Err. |
| 95% CI | ||
|---|---|---|---|---|---|
|
| |||||
| Ever Use of E-cigarettes at Baseline | 1.97 | 0.17 | 7.95 | 0.00 | 1.66–2.33 |
| Constant | 0.21 | 0.01 | −30.62 | 0.00 | 0.19–0.23 |
|
| |||||
| Ever Use of E-cigarettes at Baseline | 1.80 | 0.17 | 6.41 | 0.00 | 1.5–2.16 |
| Susceptibility to Smoking at Baseline | 2.44 | 0.19 | 11.18 | 0.00 | 2.08–2.85 |
| Parents’ Employment Status (Part-time Job) | 1.31 | 0.20 | 1.73 | 0.09 | 0.96–1.78 |
| Parents’ Employment Status (Unemployed) | 1.30 | 0.16 | 2.15 | 0.03 | 1.02–1.66 |
| Father’s Education (Senior or Vocational High School) | 0.93 | 0.06 | −1.12 | 0.27 | 0.83–1.05 |
| Father’s Education (Above College) | 0.75 | 0.05 | −3.92 | 0.00 | 0.66–0.87 |
| Family Living Arrangement (Single Parents) | 1.29 | 0.07 | 4.73 | 0.00 | 1.16–1.43 |
| Family Living Arrangement (Grandparents) | 1.51 | 0.19 | 3.23 | 0.00 | 1.17–1.94 |
| Family Living Arrangement (Other Relatives) | 1.33 | 0.17 | 2.27 | 0.03 | 1.04–1.71 |
| Mother’s Ethnicity (Indigenous) | 2.20 | 0.29 | 6.07 | 0.00 | 1.7–2.84 |
| Mother’s Ethnicity (Foreigner) | 1.07 | 0.09 | 0.78 | 0.44 | 0.9–1.27 |
| CES-D Scale | 1.03 | 0.01 | 3.44 | 0.00 | 1.01–1.05 |
| Age (in years) | 1.17 | 0.03 | 6.08 | 0.00 | 1.11–1.23 |
| Peer Support Score | 0.91 | 0.01 | −8.57 | 0.00 | 0.89–0.93 |
Logistic regression output for smoking initiation—weighted estimates (observations: 11,615).
| Entire Dataset | |||
|---|---|---|---|
| ORs | 95% CI | ||
|
| |||
| Ever Use of E-cigarettes at Baseline | 2.44 *** | (1.94–3.09) | |
|
| |||
| Ever Use of E-cigarettes at Baseline | 2.14 *** | (1.66–2.75) | |
| Susceptibility to Smoking at Baseline | 3.61 *** | (2.99–4.36) | |
| Father’s Education | Below Junior High School | 1.00 | |
| Senior or Vocational High School | 0.91 | (0.78–1.07) | |
| Above College | 0.65 *** | (0.53–0.79) | |
| Mother’s Ethnicity | Native | 1.00 | |
| Indigenous | 1.73 *** | (1.22–2.45) | |
| Foreigner | 1.18 | (0.93–1.49) | |
| Parents’ Employment Status | Full-time Job | 1.00 | |
| Part-time Job | 1.29 | (0.84–1.99) | |
| Unemployed | 1.10 | (0.78–1.57) | |
| Family Living Arrangement | Parents or Extended Family | 1.00 | |
| Single Parents | 1.26 *** | (1.08–1.47) | |
| Grandparents | 2.06 *** | (1.50–2.82) | |
| Other Relatives | 1.53 * | (1.06–2.22) | |
| Age (in years) | 1.01 | (0.96–1.07) | |
| CES-D Scale | 1.04 *** | (1.02–1.06) | |
| Peer Support Score | 0.98 | (0.95–1.01) | |
| Constant | 0.07 *** | (0.02–0.21) | |
*** denotes p value < 0.001; ** denotes p value < 0.01; * denotes p value < 0.05. ORs: Odds Ratios.