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<h1 id="title"><strong>E-Cigarette Product Characteristics and Subsequent Frequency of Cigarette Smoking</strong></h1><br>
<h3 id="author" class="author">
Zhi Yang<sup> 1</sup><br>
<a class="twitter" href="https://mobile.twitter.com/zhiiiyang"><i class="fab fa-twitter"></i> @zhiiiyang</a><br>
<a class='envelope'><i class="fas fa-envelope"></i></a> <a href="mailto:zhiyang@usc.edu" class="email">zhiyang@usc.edu</a> <br>
Jessica L. Barrington-Trimis<sup> 1,*</sup><br>
<a class="twitter" href="https://mobile.twitter.com/Doctor_BT"><i class="fab fa-twitter"></i> @Doctor_BT</a><br>
<a class='envelope'><i class="fas fa-envelope"></i></a> <a href="mailto:jtrimis@usc.edu" class="email">jtrimis@usc.edu</a> <br>
</h3>
<h5 id="author_extra", class="author_extra">
Sara Schiff<sup>1</sup>
Jennifer Unger<sup>1</sup>
Tess Boley Cruz<sup>1</sup>
Robert Urman<sup>1</sup>
Junhan Cho<sup>1</sup>
Jonathan Samet<sup>2</sup>
Adam M. Leventhal<sup>1</sup>
Kiros Berhane<sup>1</sup>
Rob McConnell<sup>1</sup>
</h5>
<p id="affiliation" class="affiliation">
<sup>1</sup> Department of Preventive Medicine, University of Southern California, Los Angeles, CA<br> <sup>2</sup> Colorado School of Public Health, Aurora, CO
</p>
<div id="introduction" class="section level1">
<h1><span class="header-section-number">1</span> Introduction</h1>
<p>Evidence that use of <strong><code>e-cigarettes</code></strong> with certain product characteristics may <strong><code>increase</code></strong> adolescent and young adult risk of unhealthy tobacco use patterns—such as frequency of combustible cigarette smoking—can inform regulation of e-cigarettes.</p>
</div>
<div id="methods" class="section level1">
<h1><span class="header-section-number">2</span> Methods</h1>
<ul>
<li><p>Data were collected via online survey from participants in the Southern California Children’s Health Study in 2015-2016 (baseline) and 2016-2017 (follow-up) (<strong><code>N=1312</code></strong>).</p></li>
<li><p>We evaluated the association of binary categories of three non-mutually exclusive characteristics of the e-cigarette used most frequently with number of cigarettes smoked in the past 30 days at 1-year follow-up.</p></li>
<li><p>Product characteristics included <strong><code>device</code></strong> (pen-like/mod [modifiable device]), use of <strong><code>nicotine</code></strong> in eliquid solutions (yes/no), and use for <strong><code>dripping</code></strong> (directly dripping eliquid onto the device for high levels of nicotine; yes/no).</p></li>
</ul>
</div>
<div id="results" class="section level1">
<h1><span class="header-section-number">3</span> Results</h1>
<div class="figure" style="text-align: left"><span id="fig:unnamed-chunk-1"></span>
<img src="Figures/F1.png" alt="The distribution of past-30-day cigarette use at follow-up for the (L) overall sample, and (R) sample of past 30-day e-cigarette users, by demographics." width="95%" />
<p class="caption">
Figure 3.1: The distribution of past-30-day cigarette use at follow-up for the (L) overall sample, and (R) sample of past 30-day e-cigarette users, by demographics.
</p>
</div>
<table>
<caption>
<span id="tab:unnamed-chunk-2">Table 3.1: </span>Participant characteristics at baseline and association of each characteristic with number of cigarettes smoked in the past 30 days at follow-up; N = 1312.
</caption>
<thead>
<tr>
<th style="text-align:center;background-color: #CCCCCC !important;">
</th>
<th style="text-align:center;background-color: #CCCCCC !important;">
Total, N (%)
</th>
<th style="text-align:center;background-color: #CCCCCC !important;">
Mean number of cigarettes smoked at follow-up (SD)
</th>
<th style="text-align:center;background-color: #CCCCCC !important;">
RR (95% CI)
</th>
</tr>
</thead>
<tbody>
<tr grouplength="2">
<td colspan="4" style="border-bottom: 1px solid;">
<strong>Gender</strong>
</td>
</tr>
<tr>
<td style="text-align:center; padding-left: 2em;" indentlevel="1">
Female
</td>
<td style="text-align:center;width: 15%; ">
685 (52.2)
</td>
<td style="text-align:center;width: 30%; ">
5.40 (82.0)
</td>
<td style="text-align:center;">
Ref
</td>
</tr>
<tr>
<td style="text-align:center; padding-left: 2em;" indentlevel="1">
Male
</td>
<td style="text-align:center;width: 15%; ">
627 (47.8)
</td>
<td style="text-align:center;width: 30%; ">
7.11 (42.7)
</td>
<td style="text-align:center;">
1.55 [1.10, 2.17]
</td>
</tr>
<tr grouplength="3">
<td colspan="4" style="border-bottom: 1px solid;">
<strong>Race/ethnicity</strong>
</td>
</tr>
<tr>
<td style="text-align:center; padding-left: 2em;" indentlevel="1">
Non-Hispanic white
</td>
<td style="text-align:center;width: 15%; ">
171 (13.0)
</td>
<td style="text-align:center;width: 30%; ">
13.1 (156)
</td>
<td style="text-align:center;">
1.00 [0.59, 1.70]
</td>
</tr>
<tr>
<td style="text-align:center; padding-left: 2em;" indentlevel="1">
Hispanic white
</td>
<td style="text-align:center;width: 15%; ">
635 (48.4)
</td>
<td style="text-align:center;width: 30%; ">
3.79 (32.0)
</td>
<td style="text-align:center;">
0.88 [0.51, 1.53]
</td>
</tr>
<tr>
<td style="text-align:center; padding-left: 2em;" indentlevel="1">
Other
</td>
<td style="text-align:center;width: 15%; ">
506 (38.6)
</td>
<td style="text-align:center;width: 30%; ">
6.94 (43.7)
</td>
<td style="text-align:center;">
Ref
</td>
</tr>
<tr grouplength="3">
<td colspan="4" style="border-bottom: 1px solid;">
<strong>Education (highest parental)</strong>
</td>
</tr>
<tr>
<td style="text-align:center; padding-left: 2em;" indentlevel="1">
12th grade
</td>
<td style="text-align:center;width: 15%; ">
391 (29.8)
</td>
<td style="text-align:center;width: 30%; ">
1.95 (14.5)
</td>
<td style="text-align:center;">
Ref
</td>
</tr>
<tr>
<td style="text-align:center; padding-left: 2em;" indentlevel="1">
Some college
</td>
<td style="text-align:center;width: 15%; ">
459 (35.0)
</td>
<td style="text-align:center;width: 30%; ">
8.24 (53.1)
</td>
<td style="text-align:center;">
2.45 [1.53, 3.90]
</td>
</tr>
<tr>
<td style="text-align:center; padding-left: 2em;" indentlevel="1">
College degree or higher
</td>
<td style="text-align:center;width: 15%; ">
386 (29.4)
</td>
<td style="text-align:center;width: 30%; ">
3.70 (24.3)
</td>
<td style="text-align:center;">
2.38 [1.45, 3.88]
</td>
</tr>
<tr grouplength="3">
<td colspan="4" style="border-bottom: 1px solid;">
<strong>E-cigarette use</strong>
</td>
</tr>
<tr>
<td style="text-align:center; padding-left: 2em;" indentlevel="1">
Never
</td>
<td style="text-align:center;width: 15%; ">
828 (63.1)
</td>
<td style="text-align:center;width: 30%; ">
1.86 (25.4)
</td>
<td style="text-align:center;">
Ref
</td>
</tr>
<tr>
<td style="text-align:center; padding-left: 2em;" indentlevel="1">
Prior
</td>
<td style="text-align:center;width: 15%; ">
346 (26.4)
</td>
<td style="text-align:center;width: 30%; ">
13.0 (118)
</td>
<td style="text-align:center;">
3.35 [2.16, 5.18]
</td>
</tr>
<tr>
<td style="text-align:center; padding-left: 2em;" indentlevel="1">
Past 30-day
</td>
<td style="text-align:center;width: 15%; ">
138 (10.5)
</td>
<td style="text-align:center;width: 30%; ">
15.4 (51.6)
</td>
<td style="text-align:center;">
5.84 [3.51, 9.71]
</td>
</tr>
</tbody>
</table>
<ul>
<li><p>The number of cigarettes smoked in the past 30 days at follow-up was higher for males (vs. females) and for those with parents who had some college or a college degree or <strong><code>higher</code></strong> (vs. a high school degree or less).</p></li>
<li><p><strong><code>No differences</code></strong> were observed by ethnicity. Similar patterns emerged in the sample restricted to past 30-day e-cigarette users.</p></li>
<li><p>Participants who reported prior or past 30-day e-cigarette use at baseline reported <strong><code>a higher average number</code></strong> of cigarettes smoked in the past 30 days at follow-up.</p></li>
</ul>
<p><img src="Figures/F2a.png" width="100%" style="display: block; margin: auto auto auto 0;" /></p>
<div class="figure" style="text-align: left"><span id="fig:unnamed-chunk-4"></span>
<img src="Figures/F2b.png" alt="The distribution of past-30-day cigarette use at follow-up by four e-cigarette characteristics of current e-cigarette at baseline." width="100%" />
<p class="caption">
Figure 3.2: The distribution of past-30-day cigarette use at follow-up by four e-cigarette characteristics of current e-cigarette at baseline.
</p>
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<ul>
<li>Adolescents using a pen-like device (N=36; 26.5% of past 30-day e-cigarette users) <strong><code>smoked on average very few cigarettes</code></strong> in the past 30 days at follow-up (mean number of cigarettes smoked [SD] = 1.3 [3.89]), compared to those using a mod device (N=100; 73.5%; mean number of cigarettes smoked at follow-up [SD]=20.8 [59.8]).</li>
</ul>
<table>
<caption>
<span id="tab:unnamed-chunk-5">Table 3.2: </span>Association between e-cigarette characteristics at baseline and number of cigarettes smoked in the past 30 days at follow-up; N=1312
</caption>
<thead>
<tr>
<th style="border-bottom:hidden" colspan="2">
</th>
<th style="border-bottom:hidden; padding-bottom:0; padding-left:3px;padding-right:3px;text-align: center; padding-right: 4px; padding-left: 4px; background-color: #CCCCCC !important;" colspan="3">
<div style="border-bottom: 1px solid #ddd; padding-bottom: 5px; ">
Association with Number of Cigarettes Smoked in Past 30 Days at Follow-up
</div>
</th>
</tr>
<tr>
<th style="text-align:center;background-color: #CCCCCC !important;">
</th>
<th style="text-align:center;background-color: #CCCCCC !important;">
Mean Number of Cigarettes Smoked at Follow-up (SD)
</th>
<th style="text-align:center;background-color: #CCCCCC !important;">
Model 1, RR (95% CI)
</th>
<th style="text-align:center;background-color: #CCCCCC !important;">
Model 2, RR (95% CI)
</th>
<th style="text-align:center;background-color: #CCCCCC !important;">
Model 3, RR (95% CI)
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:center;width: 30%; ">
No e-cigarette use (N=828)
</td>
<td style="text-align:center;width: 20%; ">
1.9 (25.4)
</td>
<td style="text-align:center;">
Ref
</td>
<td style="text-align:center;">
–
</td>
<td style="text-align:center;">
–
</td>
</tr>
<tr grouplength="2">
<td colspan="5" style="border-bottom: 1px solid;">
<strong>Device type</strong>
</td>
</tr>
<tr>
<td style="text-align:center;width: 30%; padding-left: 2em;" indentlevel="1">
Pen-like (N=36)
</td>
<td style="text-align:center;width: 20%; ">
1.3 (3.89)
</td>
<td style="text-align:center;">
2.83 (1.27, 6.35)
</td>
<td style="text-align:center;">
Ref
</td>
<td style="text-align:center;">
Ref
</td>
</tr>
<tr>
<td style="text-align:center;width: 30%; padding-left: 2em;" indentlevel="1">
Mods (N=100)
</td>
<td style="text-align:center;width: 20%; ">
20.8 (59.8)
</td>
<td style="text-align:center;">
8.38 (4.87, 14.4)
</td>
<td style="text-align:center;">
5.11 (1.74, 15.0)
</td>
<td style="text-align:center;">
6.33 (1.64, 24.5)
</td>
</tr>
<tr grouplength="2">
<td colspan="5" style="border-bottom: 1px solid;">
<strong>Nicotine</strong>
</td>
</tr>
<tr>
<td style="text-align:center;width: 30%; padding-left: 2em;" indentlevel="1">
No (N=20)
</td>
<td style="text-align:center;width: 20%; ">
15.8 (64.0)
</td>
<td style="text-align:center;">
3.90 (1.56, 9.74)
</td>
<td style="text-align:center;">
Ref
</td>
<td style="text-align:center;">
Ref
</td>
</tr>
<tr>
<td style="text-align:center;width: 30%; padding-left: 2em;" indentlevel="1">
Yes (N=94)
</td>
<td style="text-align:center;width: 20%; ">
17.7 (54.7)
</td>
<td style="text-align:center;">
6.52 (3.65, 11.6)
</td>
<td style="text-align:center;">
3.69 (0.99, 13.7)
</td>
<td style="text-align:center;">
1.65 (0.47, 5.71)
</td>
</tr>
<tr grouplength="2">
<td colspan="5" style="border-bottom: 1px solid;">
<strong>Dripping</strong>
</td>
</tr>
<tr>
<td style="text-align:center;width: 30%; padding-left: 2em;" indentlevel="1">
No (N=17)
</td>
<td style="text-align:center;width: 20%; ">
14.1 (36.2)
</td>
<td style="text-align:center;">
4.64 (1.97, 10.9)
</td>
<td style="text-align:center;">
Ref
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:center;width: 30%; padding-left: 2em;" indentlevel="1">
Yes (N=109)
</td>
<td style="text-align:center;width: 20%; ">
17.1 (56.2)
</td>
<td style="text-align:center;">
6.83 (3.98, 11.7)
</td>
<td style="text-align:center;">
1.07 (0.35, 3.20)
</td>
<td style="text-align:center;">
</td>
</tr>
</tbody>
</table>
<ul>
<li><p>Participants using a pen-like e-cigarette device smoked <strong><code>2.83</code></strong> times (95%CI: 1.26, 6.35) as many cigarettes in the past 30 days at follow-up as those who had never used e-cigarettes, and participants using a mod device smoked 8.38 times (95%CI: 4.87, 14.4) as many cigarettes in the past 30 days at follow-up.</p></li>
<li><p>In analyses restricted to participants reporting past 30 day use of e-cigarettes, adolescents using mods smoked an average of <strong><code>5.11</code></strong> (95% CI: 1.74, 15.0) times as many cigarettes in the past 30 days at follow-up relative to adolescents using a pen-like e-cigarette device at baseline.</p></li>
</ul>
</div>
<div id="conclusion" class="section level1">
<h1><span class="header-section-number">4</span> Conclusion</h1>
<p>Use of mods (vs. pen-like) e-cigarette devices was <strong><code>strongly, positively associated</code></strong> with the number of cigarettes smoked approximately 1 year later at follow-up. Additional research is needed to explore <strong><code>causal pathways for the observed associations</code></strong>. If these associations were causal, device type and characteristics may be a target for regulation to reduce the burden of tobacco related disease that may result from adolescent and young adult vaping.</p>
</div>
<div id="disclosures" class="section level1">
<h1><span class="header-section-number">5</span> Disclosures</h1>
<ul>
<li><p>This research study was supported by grant numbers P50CA180905 and U54CA180905 from the National Cancer Institute at the National Institutes of Health (NIH) and the Food and Drug Administration Center for Tobacco Products, grant number K01DA042950 from the National Institute for Drug Abuse at NIH, and grant 27-IR-0034 from the Tobacco Related Disease Research Program.</p></li>
<li><p>The authors have no financial relationships relevant to this article to disclose.</p></li>
<li><p>The authors have no conflicts of interest relevant to this article to disclose. Robert Urman began a position at Amgen on April 15, 2019 and did not contribute to the paper after that date.</p></li>
</ul>
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<div class="column middle">
<p>Young adults using mod (vs. pen-like) e-cigarette devices at baseline smoked <strong>more than 6 times</strong> as many cigarettes in the past 30 days at follow-up.</p>
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