Abstract
This study examined the ENDS use and their associations with conventional cigarette smoking and nicotine addiction among Asian Americans (AAs). The study sample was restricted to Non-Hispanic Asian Americans (n=1,956) using the National Adult Tobacco Survey (NATS) 2013-2014. Chi-square tests and logistic regressions were employed. AAs who ever used ENDS reported they were more likely to smoke conventional cigarettes, smoke ≤100 cigarettes in a lifetime, and felt more difficulty concentrating without using tobacco than those who never used END. Study findings indicate that ENDS use may be associated with conventional cigarette smoking and may lead to nicotine addiction among AAs.
Keywords: e-cigarettes, electronic nicotine delivery system (ENDS), dual use of ENDS and cigarettes, nicotine addiction, Asian Americans
INTRODUCTION
The use of electronic nicotine delivery systems (ENDS), or e-cigarettes, has rapidly increased in recent years and has gained popularity in the United States (Coleman et al., 2017; King et al., 2015; Levy et al., 2017; McMillen et al., 2015; Pepper & Brewer, 2014; U.S. Department of Health & Human Services, 2016; Weaver et al., 2016). ENDS are available in a wide range of designs, appearances, and flavors that are particularly attractive to youth and young adults (Breland et al., 2014; U.S. Department of Health & Human Services, 2016; Willett et al., 2019). Moreover, ENDS use is associated with an increased risk of conventional cigarette smoking and nicotine addiction or dual use of ENDS and conventional cigarettes among youth and adults (Barrington-Trimis et al., 2016, 2018; Bold et al., 2018; Bunnell et al., 2015; Soneji et al., 2017; Wills et al., 2016, 2017). For example, a systematic review and meta-analysis of 6,959 studies suggested that ENDS use was associated with greater risk for subsequent cigarette smoking initiation and past 30-day cigarette smoking among youth and young adults between 14 and 30 years old (Soneji et al., 2017). Other studies also suggested that adolescents who had never smoked cigarettes but had used ENDS were more likely to subsequently smoke conventional cigarettes regularly than those who had never used conventional cigarettes or ENDS (Bold et al., 2018; Wills et al., 2016, 2017).
Many conventional cigarette smokers use ENDS as a potential harm reduction strategy and a smoking cessation aid (Goniewicz et al., 2013; Hecht et al., 2015; Rhoades et al., 2019). Studies suggested that the primary reason for ENDS use among adults was smoking cessation, followed by less second-hand smoke and chemical exposure to others, and convenience (Etter & Bullen, 2011; Patel et al., 2016). Some studies also indicated that ENDS use might expose users to fewer toxins and carcinogens than conventional cigarettes (Goniewicz et al., 2013; Hecht et al., 2015). Although these studies suggested positive perceptions about ENDS, the benefits of ENDS for successful smoking cessation is inconclusive due to the lack of conclusive data and methodological limitations (Bell & Keane, 2012; Benowitz et al., 2017; Maziak, 2014). However, the majority of public health researchers and the medical community in the U.S. remain concerned regarding the safety and harmful health effects of ENDS, their utility as smoking cessation devices, and their potential as a gateway to future use of conventional tobacco products and marijuana. (Crowley, 2015; Dai et al., 2018; National Academies of Sciences, Engineering, and Medicine et al., 2018; U.S. Department of Health & Human Services, 2016).
Although Asian Americans have the lowest prevalence of any tobacco use compared to other racial groups (Nguyen, 2019; Odani, 2018), ENDS use among Asian American communities is a growing concern (Chen et al., 2017; Huh & Leventhal, 2016; Maglalang et al., 2016; Nguyen, 2019). A study found that the risks of ENDS initiation increased sharply after age 17 for Asian American youth (Chen et al., 2017). A national survey suggested that, among Asian American sub-ethnic groups, ENDS ever use was high for Japanese (20.74%), Filipinos (18.01%) and Koreans (17.85%) (Nguyen, 2019). Another study suggested that ENDS ever use was higher among Filipinos (53%) and Vietnamese (53%) compared to Chinese (31%) (Maglalang et al., 2016). Moreover, dual use of ENDS and conventional cigarette is particularly a concern among certain sub-ethnic groups of Asian Americans (Huh & Leventhal, 2016). For example, a study suggested that ENDS use is linked with conventional cigarette smoking among Korean American young adults, and that conventional cigarette smoking craving played a role in dual use of ENDS and conventional cigarettes among female Korean Americans (Huh & Leventhal, 2016). Taken together, these prior studies suggested some patterns of ENDS use and dual use of ENDS and conventional cigarettes among Asian Americans.
While the prevalence of cigarette smoking among Asian Americans declined over the past decade and Asian Americans have the lowest current cigarette smoking prevalence across various races and ethnic groups in the United States (Martell et al., 2016), ENDS use continues to gain popularity among Asian Americans (U.S. Department of Health & Human Services, 2016; Wu et al., 2013). Since ENDS use is linked to future cigarette smoking behavior, tobacco dual use, and nicotine dependence, increased ENDS use prevalence may contribute to future tobacco-related morbidities and mortalities among Asian Americans. Thus, to further protect the health of Asian Americans and maintain this group’s low tobacco use status, research is needed to examine this group’s ENDS use patterns as related to their conventional cigarette smoking behavior, as well as whether ENDS use is associated with nicotine addiction. Little is known, however, about the patterns and associations of ENDS use and conventional cigarette smoking among Asian Americans due to limited data availability (Lew & Tanjasiri, 2003). As mentioned earlier, to date very few studies have examined ENDS use among Asian Americans (Huh & Leventhal, 2016; Maglalang et al., 2016; Nguyen, 2019; Wills et al., 2015). These studies have either focused on individual Asian American ethnic groups or relied on a convenient, local sample. Thus, it is important to examine ENDS use at a national level using more generalized Asian American samples. Therefore, to fill the research gap, this study examined the associations between 1) ENDS use and conventional cigarette smoking, and 2) ENDS use and nicotine addiction among Asian Americans, using the 2013-2014 National Adult Tobacco Survey.
METHODS
Data Source
Data were obtained from the 2013-2014 National Adult Tobacco Survey (NATS), a stratified, random digit-dialed telephone survey of non-institutional adults 18 years of age and older residing in the 50 states and District of Columbia (DC) in the United States (Centers for Disease Control and Prevention, 2018). The survey was conducted from October 2013 to October 2014 (Centers for Disease Control and Prevention, 2016). The purpose of the survey was to determine the prevalence and correlates of tobacco use behavior among a nationally representative sample of U.S. adults (Centers for Disease Control and Prevention, 2016; Centers for Disease Control and Prevention and Food and Drug Administration, 2015). The response rate of the 2013-2014 NATS was 36.1%, and 75,233 participants in the sample completed the survey (Centers for Disease Control and Prevention, 2016).
Sample Characteristics
From a total sample of 75,233 cases in the 2013-2014 NATS, non-Hispanic Asian samples were included in the study following the Office of Management and Budget (OMB)’s definition of non-Hispanic Asian (Government Printing Office, 1997). As a result, from the total study sample, 1,956 non-Hispanic Asian samples were obtained, which accounted for approximately 2.60% of the total sample. The sample was weighted with a multiple-stage process, and the total number of weighted Asian American samples was 8,106,892.
The institutional review board (IRB) of the University of Maryland reviewed and exempted this research for “human participant research.”
Measures
Questionnaires used in the NATS were designed in accordance with the Key Outcome Indicators for Evaluating Comprehensive Tobacco Control Programs by the U.S. Centers for Disease Control and Prevention (CDC)’s Office on Smoking and Health (OSH) (Centers for Disease Control and Prevention, 2011, 2016). Questionnaires were cognitively tested in two phases with individuals from a variety of demographic backgrounds before fielding the final survey instrument (Centers for Disease Control and Prevention, 2011, 2016). More details about how questionnaires were created can be found at the following link: https://www.cdc.gov/tobacco/data_statistics/surveys/nats/index.htm (Centers for Disease Control and Prevention, 2011, 2016).
ENDS Awareness
Awareness of ENDS was assessed using the question: “Before today, had you ever heard of electronic cigarettes or e-cigarettes?” Responses were binary (Yes/No).
ENDS Ever Use
ENDS ever use was assessed using the question: “Have you ever used an electronic cigarette, even just one time in your entire life?” Responses were binary (Yes/No). The question was given only to respondents who had heard of electronic cigarettes or e-cigarettes.
Current ENDS Use
Current ENDS use status was assessed using the question: “Do you now use electronic cigarettes every day, some days, rarely or not at all?” Initial responses were 4-level responses (Every Day/Some Days/Rarely/Not at all). The variable was re-coded into the binary responses (Yes/No). Responses with Every Day and Some Days were re-coded into Yes, and responses with Rarely and Not at All were re-coded into No. This question was asked to respondents who had ever used ENDS.
Flavored ENDS Use
The use of flavored ENDS was assessed using the question: “Were any of the electronic cigarettes that you used in the past 30 days flavored to taste like menthol, mint, clove, spice, candy, fruit, chocolate, or other sweets?” Responses were binary (Yes/No).
Lifetime Cigarette Smoking Status
Lifetime cigarette smoking status was assessed using the question: “Have you smoked at least 100 cigarettes in your entire life?” Response for the lifetime smoking question was binary (Yes/No).
Current Cigarette Smoking
Current cigarette smoking is defined as conventional cigarette smoking. It was assessed using the question: “Do you now smoke cigarettes every day, some days, or not at all?” Responses for current smoking status had 3-level responses (Every Day/Some Days/Not At All). The responses were re-coded into the binary responses (Yes/No). Every Day and Some Days responses were re-coded into Yes, and Not At All response was re-coded into No.
Nicotine Addiction
Nicotine addiction measures were assessed using five items that are related to nicotine craving and withdrawal symptoms. These items were frequently used by prior studies to assess nicotine dependence among U.S. adults and adolescents (Apelberg et al., 2014; Liu et al., 2017; Rostron et al., 2016; Sung et al., 2018). Questions included: “Do you sometimes wake up at night in order to have a cigarette or other tobacco product?”; “During the past 30 days, have you had a strong craving to use tobacco products of any kind?”; “During the past 30 days, did you ever feel like you really needed to use a tobacco product?”; “During the past 30 days, was there a time when you want to use a tobacco product so much that you found it difficult to think of anything else?”; and “After not using tobacco for a while, would you say you feel restless and irritable?” Four questions used binary responses (Yes/No). The question about feeling restless and irritable used a four-level responses (Not at all true/Sometimes true/Often true/Always true); the responses were then re-coded into the binary response (Yes/No). Always true, Sometimes true and Often true were re-coded into Yes, and Not at all true was re-coded into No. These questions were asked to respondents who currently use any tobacco product.
Sociodemographic Measures
Key socioeconomic covariates of this study included age, sex, household income, and employment. Selection of key socioeconomic measures was based on covariates tested in a past study investigating ENDS use among Asian Americans (Maglalang et al., 2016). Age was re-coded into the 5-category response (18-29 years/30-39 years/40-49 years/50-64 years/65+ years). Sex was coded into the binary response (Male/Female). Household income was recoded into 3-level responses (Income<$50,000/$50,000<= Income <$100,000/Income over $100,000). Employment was recoded into the binary response (Employed/Unemployed). Education was re-coded into the 4-level response (Less than High School/Some College or Less than Bachelor’s Degree/Bachelor’s Degree/Postgraduate Degree). Specific response categories for each sociodemographic measure are listed in Table 1
Table 1.
Respondent or Participant Characteristics of ENDS Awareness and Use, NATS 2013-2014
| Variable weighted (N=1956, Weighted N=8,106,892) |
Heard About ENDS, % of Yes, sea, (N=1,634)b |
Ever Used ENDSc, % of Yes, sea (N=212) |
Using ENDS Every Day or Some Daysd, % of Yes, Sea (N=79) |
Using Flavored ENDSe, % of Yes, sea (N=58) |
|---|---|---|---|---|
| Gender | ||||
| Male | 54.77 (1.54)** | 68.02 (3.93)** | 77.33 (5.29)** | 78.10 (5.22) |
| Female | 45.23 (1.54)** | 31.98 (3.93)** | 22.67 (5.29)** | 21.90 (5.22) |
| Age in years | ||||
| 18-29 Years | 34.23 (2.01)* | 48.21 (4.15)** | 44.48 (6.24) | 46.83 (5.96) |
| 30-39 Years | 24.12 (1.64)* | 28.49 (3.75)** | 34.57 (7.03) | 35.75 (6.86) |
| 40-49 Years | 18.04 (1.33)* | 10.84 (2.34)** | 7.20 (2.89) | 7.19 (2.40) |
| 50-64 Years | 17.90 (1.53)* | 11.64 (2.68)** | 13.22 (4.49) | 9.54 (3.46) |
| 65+ Years | 5.71 (0.70)* | 0.82 (0.38)** | 0.54 (0.54) | 0.69 (0.70) |
| Household income in dollars | ||||
| Income < $50,000 | 30.60 (1.90) | 42.10 (4.95)* | 40.70 (8.38) | 42.50 (9.58) |
| $50,000 <= Income < $100,000 | 33.19 (1.71) | 29.97 (4.12)* | 30.60 (7.90) | 30.33 (9.63) |
| Income over $100,000 | 36.21 (1.80) | 27.93 (4.72)* | 28.70 (7.75) | 27.17 (6.38) |
| Employment | ||||
| Employed in Part-Time or Full-Time/Self-Employed | 73.99 (1.42)** | 76.84 (4.11) | 82.92 (4.56) | 84.39 (4.77) |
| Unemployed | 26.01 (1.42)** | 23.16 (4.11) | 17.08 (4.56) | 15.61 (4.77) |
| Education | ||||
| Less than High School and High School or Equivalent | 20.31 (1.60) | 32.07 (4.05)** | 45.14 (6.96)* | 54.93 (6.47)** |
| Some College or Less than Bachelor’s Degree | 20.35 (1.28) | 27.78 (3.74)** | 24.20 (5.77)* | 24.98 (6.29)** |
| Bachelor’s Degree | 31.40 (1.50) | 25.71 (3.27)** | 22.75 (5.20)* | 15.99 (3.51)** |
| Postgraduate Degree | 27.93 (1.30) | 14.44 (2.61)** | 7.91 (2.83)* | 4.10 (1.82)** |
standard error of percent
33 missing cases
Respondents were those who had ever heard about ENDS
Respondents were those who had ever used ENDS
Respondents were those who had used ENDS every day, some days or rarely
p<0.05
p<0.01
Note: Sum of percentage may not be exactly 100% because of decimal rounding
Analysis
The univariate analysis was first employed to examine the descriptive statistics of the study sample to see the distribution of samples. The bivariate analysis with chi-square tests was then employed to identify the difference in ENDS ever use and sociodemographic characteristics, comparing both between ENDS ever use and conventional cigarette use, and ENDS ever use and nicotine addiction. Lastly, multivariate logistic regressions were employed to determine the association between ENDS ever use and sociodemographic characteristics, both between ENDS use and conventional cigarette use and between ENDS ever use and nicotine addiction. Proc surveyfreq and proc surveylogistic procedures in SAS were used, and the final weight of sample and sample design stratification variables were included in all models to calculate a national estimate of Asian American samples in the survey. SAS ver.9.4 statistical software (SAS Institute Inc., Cary, NC) was used for all data analyses.
RESULTS
Table 1 shows the selected descriptive characteristics of ENDS awareness and use. Overall, 84.0% (N=1,634) of all Asian American respondents (n=1,956) had heard of ENDS, and about 13.0% (N=212) of those who had heard of ENDS before had ever used ENDS. Among those who had ever used ENDS, 37.3% (N=79) of them used ENDS every day or some days. Further, 74.4% (n=58) of ENDS users used flavored ENDS. About 68.0% (n=144) of Asian American males who ever tried ENDS, and 77% (n=58) of Asian American males who ever tried ENDS were current ENDS users (p<0.05). More than half of younger Asian Americans (ages 18-39) ever used ENDS (p<0.05). Among Asian American every day or some days ENDS users, about 58% were dual users of ENDS and conventional cigarettes (p<0.05). The majority of those who ever used ENDS reported more nicotine addiction symptoms than non-ENDS users who had heard about ENDS (p<0.05). Chi-square results in the study showed that employment and ENDS ever use were not significantly related, X2 (1, N=557) = 1.23, p>0.05. Thus, the employment variable was excluded from the logistic regression model.
The results of logistic regressions for ENDS use and sociodemographic characteristics are listed in Table 2 Asian American males were more likely to ever use ENDS, compared to Asian American females (AOR=2.19, p<0.05, 95% CI=1.35, 3.55). Asian American samples who are between 18 and 29 years old were more likely to use ENDS (AOR= 24.61, p<0.05, 95% CI=4.92, 123.09), and Asian American samples between 30 and 39 years old were more likely to use ENDS (AOR= 28.06, p<0.05, 95% CI=5.48, 143.67), compared to Asian American samples over 65 years old. Asian American samples with a Bachelor’s Degree were more likely to use ENDS, compared to Asian American samples with high school or less education (AOR=0.44, p<0.05, 95% CI=0.24, 0.81). Asian American samples with a postgraduate degree were more likely to use ENDS, compared to Asian American samples with high school or less education (AOR=0.29, p<0.05, 95% CI=0.14, 0.58). The results of bivariate analysis of ENDS ever use, conventional cigarette smoking, and nicotine addiction showed that approximately 10.6% of ENDS users were current smokers, and that 64.2% of ENDS users smoked 100 or more cigarettes in lifetime (Table 3). About 68.9% of Asian American respondents who ever used ENDS had strong cravings for tobacco products (p<0.05), about 71.6% felt a strong need for tobacco products (p<0.05), about 83.9% wanted to use tobacco products and felt difficulty concentrating (p<0.05), and about 69.1% felt restless and irritable (p<0.05). The results of logistic regression for ENDS use, conventional cigarettes, and nicotine addiction are listed in Table 4 Asian Americans who ever used ENDS were more likely to smoke conventional cigarettes currently every day or some days (AOR=18.42, p<0.05, 95% CI=5.83, 58.23), and were more likely to smoke 100 or more cigarettes in a lifetime (AOR=9.15, p<0.05, 95% CI=4.77, 17.57). Controlling for sex, age, income, and education, those who ever used ENDS were more likely to want to use tobacco products and to feel difficulty concentrating (AOR=5.71, p=<0.05, 95% CI=1.72, 18.89).
Table 2.
The Results of Logistic Regressions between ENDS Use and Selected Sociodemographic characteristics, NATS 2013-2014
| Ever Used ENDSa, OR (95% CI) | ||
|---|---|---|
| Unadjusted OR |
Adjusted OR |
|
| Gender | ||
| Male | 1.94* (1.33, 2.82) | 2.19 (1.35, 3.55)* |
| Female (ref) | ||
| Age in years | ||
| 18-29Years | 12.27 (4.56, 32.98)* | 24.61 (4.92, 123.09)* |
| 30-39 Years | 9.84 (3.58, 27.03)* | 28.06 (5.48, 143.67)* |
| 40-49 Years | 4.50 (1.53, 13.25) | 11.25 (2.11, 59.86) |
| 50-64 Years | 4.91 (1.66, 14.54) | 10.46 (1.98, 55.26) |
| 65+ Years (ref) | ||
| Household income in dollars | ||
| Income < $50,000 (ref) | ||
| $50,000 <= Income < $100,000 | 0.59 (0.36, 0.98)* | 0.78 (0.45, 1.36) |
| Income over $100,000 | 0.50 (0.45, 0.85)* | 0.86 (0.46, 1.62) |
| Education | ||
| Less than High School and High School or Equivalent (ref) | ||
| Some College or Less than Bachelor Degree | 0.83 (0.50, 1.37) | 1.04 (0.54, 2.00) |
| Bachelor Degree | 0.45 (0.29, 0.71)* | 0.44 (0.24, 0.81)* |
| Postgraduate Degree | 0.27 (0.16, 0.46)* | 0.29 (0.14, 0.58)* |
p<0.05
Asked of respondents who heard about ENDS
Table 3.
Bivariate Analysis of ENDS Ever Used, Conventional Cigarette Smoking and Nicotine Addiction, NATS 2013-2014
| Conventional Cigarette Smoking |
Nicotine Addiction |
|||||||
|---|---|---|---|---|---|---|---|---|
| All Samples, % (N=1,956) |
Current Cigarette Smoking |
Smoke 100 or more Cigarettes in Lifetime |
Awaken at Night |
Strong Craving for Tobacco Products* |
Strong Need for Tobacco Products* |
Want to Use & Difficult to Concentrate** |
Feeling Restless and Irritable* |
|
|
|
|
|
|
|
|
|
||
| % of Yes, Sea | % of Yes, Sea | % of Yes, Sea | % of Yes, Sea | % of Yes, Sea | % of Yes, Sea | % of Yes, Sea | ||
| Ever Used ENDSb† | ||||||||
| Yes | 12.98 | 10.57 (1.93)** | 64.19 (4.85)** | 72.06 (9.53) | 68.86 (6.03)* | 71.58 (5.84)* | 83.88 (7.27)** | 69.13 (5.29)* |
| No | 87.02 | 89.42 (1.93)** | 35.81 (4.85)** | 27.4 (9.53) | 31.14 (6.03)* | 28.42 (5.84)* | 16.12 (7.27)** | 30.87 (5.29)* |
standard error of percent
Asked of respondents who heard about ENDS
323 missing cases
p<0.05
p<0.01
Note: Sum of percentage may not be exactly 100% because of decimal rounding
Table 4.
The Results of Logistic Regressions for ENDS Use, Conventional Cigarette Smoking, and Nicotine Addiction, NATS 2013-2014
| Current Cigarette Smoking, OR (95%CI) |
Smoke 100 or More Cigarettes in Lifetime, OR (95% CI) |
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Unadjusted OR |
Adjusted OR |
Unadjusted OR |
Adjusted OR |
|||||||
| Ever Used ENDS | ||||||||||
| No (Ref) | ||||||||||
| Yes | 15.78 (6.22, 40.00)* | 18.42 (5.83, 58.23)* | 7.54 (4.67, 12.18)* | 9.15 (4.77, 17.57)* | ||||||
| Awaken at Night, OR (95% CI) | Strong Craving for Tobacco Products, OR (95% CI) |
Strong Need for Tobacco Products, OR (95% CI) |
Want to Use & Difficult to Concentrate, OR (95% CI) |
Feeling Restless and Irritable, OR (95% CI) |
||||||
| Unadjusted OR |
Adjusted OR |
Unadjusted OR |
Adjusted OR |
Unadjusted OR |
Adjusted OR |
Unadjusted OR |
Adjusted OR |
Unadjusted OR |
Adjusted OR |
|
| Ever Used ENDS | ||||||||||
| No (Ref) | ||||||||||
| Yes | 2.01 (0.77, 5.23) | 2.35 (0.64, 8.69) | 1.94 (1.01, 3.70)* | 1.75 (0.75, 4.08) | 2.29 (1.16, 4.52)* | 2.39 (0.98, 5.79) | 3.98 (1.40, 11.28)* | 5.71 (1.72, 18.89)* | 2.24 (1.19, 4.20)* | 1.88 (0.85, 4.17) |
Control variables: gender, age, income, education
p<0.05
DISCUSSION
First, the current study provides a snapshot of the associations between ENDS use and conventional cigarette smoking, and between ENDS use and nicotine addiction among Asian American samples in the United States. More Asian Americans who ever tried ENDS were dual users of ENDS and conventional cigarettes, and had some nicotine addiction symptoms, compared to Asian American non-ENDS users. Consistent with past literature, findings in the current study suggested some linkage between ENDS use and conventional cigarette smoking (Alcalá et al., 2016; Delnevo et al., 2016; Huh & Leventhal, 2016; Primack et al., 2015; Rodu & Plurphanswat, 2018). Although findings in the current study cannot determine if ENDS was used as an alternative to conventional cigarettes or if ENDS use leads to conventional cigarette use among Asian Americans, the dual use of ENDS and conventional cigarettes may be common among Asian Americans. For example, findings in the current study suggested that about 58% of Asian American every day or some days ENDS users were also smoking conventional cigarettes. Moreover, the results showed that tobacco product cravings and some nicotine addiction symptoms may play a role in dual use of ENDS and conventional cigarettes among Asian Americans. Findings in the current study were similar to those of Huh and Leventhal (2016) who suggested that potential nicotine symptoms like conventional cigarette cravings exist and may play a role in dual use of ENDS and conventional cigarette smoking. While Huh and Leventhal (2016) examined dual use and addiction among Korean Americans in California, the current study and represented more generalized Asian American samples in the United States.
Second, the current study suggested that differences exist between Asian American males and females with respect to ENDS use behavior. Findings in the current study align with past studies that showed that ENDS use is higher among Asian American males than Asian American females (Maglalang et al., 2016; Nguyen, 2019). One possible explanation for these findings is that most Asian cultures consider female smoking to be socially unacceptable (Huh et al., 2013; Maxwell et al., 2005; Morrow & Barraclough, 2010). Some studies suggested that the risk of any form of tobacco use increases among Asian American immigrant females as they acculturate to U.S. culture (An et al., 2008; Huh et al., 2013; Ma et al., 2004; Zhang & Wang, 2008). Another possible explanation is that sex-specific beliefs, preferences, and perceived risks toward ENDS may also influence differences between males and females in ENDS use (Piñeiro et al., 2016; Zhu et al., 2013). For example, males reported using ENDS to help them quit smoking conventional cigarettes, to enjoy the taste of ENDS, and due to health concerns associated with conventional cigarettes (Piñeiro et al., 2016). In contrast, females reported using ENDS due to positive perceptions of taste and a reduction in nicotine cravings due to ENDS flavoring (Zhu et al., 2013). Therefore, future studies need to investigate how these acculturation factors, sex-specific beliefs, perceived risks and perceptions toward ENDS use influence ENDS use behavior among Asian Americans; these factors, beliefs, and perceptions need to be taken into consideration in delivering appropriate sex-specific contexts and messages.
Third, findings in the current study indicated that ENDS use was more prevalent among Asian American younger generations between the ages of 18 and 39 than among older Asian American generations. Consistent with past studies, findings in the current study indicated that ENDS use was a more popular behavior among young adults than older Asian American adults (Huh & Leventhal, 2016; King et al., 2015; Maglalang et al., 2016; Rodu & Plurphanswat, 2018; Schoenborn & Gindi, 2015). These results suggested that Asian American young adults may also be at risk of ENDS use similar to young adults in other racial groups (Soneji et al., 2017). Although the results of logistic regression on age were statistically significant, we found wide confidence intervals due to a small cell size. Therefore, interpretation of these results needs further investigation. Future surveillance needs to include larger samples from diverse age groups of Asian Americans. It is necessary that researchers replicate the study on age differences in ENDS use among Asian Americans and investigate how the age differences impact Asian American communities.
Finally, the findings of the current study that higher educational attainment is protective against ENDS use is similar to previous studies on other racial groups (Assari et al., 2020; Stallings-Smith & Ballantyne, 2019). High educational attainment lowers prevalence of smoking conventional cigarettes and END use among racial minority groups (Harlow et al., 2019). These findings suggest that educational differences may contribute to widening disparities in ENDS use. Therefore, differences in educational attainment should be regarded as a contributor to ENDS use among Asian Americans.
This study is not without limitations. First, the cross-sectional data only provides a snapshot of ENDS use patterns. Causality with respect to whether ENDS use precedes conventional cigarette smoking or vice versa, and whether ENDS use causes addictive behavior among Asian American samples or vice versa, cannot be established. Second, the NATS survey was exclusively conducted in English, so it may have excluded Asian American samples with limited English proficiency. Past and current national health surveys underestimated the Asian American population’s ENDS use and smoking status and may have excluded people with limited English reading, writing, and speaking capacities; therefore, critical gaps need to be addressed in understanding patterns and associations of ENDS use among foreign-born Asian immigrants with limited English proficiency levels. Lastly, our study was not able to explore reasons for ENDS use among Asian American adults. To date, very few studies have examined Asian American adults’ ENDS use behavior and their reasons for ENDS use. In general, adults use ENDS as a strategy for reducing harm from conventional cigarettes, although the evidence is insufficient (Maziak, 2014; Patel et al., 2016; Pearson et al., 2012). However, different races may have culture-specific ENDS use experiences. Thus, more studies that examine cultural and social factors that influence ENDS use behavior among Asian American adults are needed.
CONCLUSION
In conclusion, the present study provides evidence that ENDS use may be associated with increased risk of conventional cigarette smoking and/or dual use of ENDS and conventional cigarettes among Asian Americans. Asian American ENDS users in this study were more likely to be dual users of ENDS and conventional cigarettes and had higher levels of nicotine addiction symptoms, compared to Asian American non-ENDS users. ENDS use may result in increased addiction to other tobacco products and marijuana. Furthermore, the study findings indicate that ENDS use was more prevalent among Asian American men who are less than 40 years old. The study also provided some evidence of patterns of sociodemographic differences in ENDS use among Asian Americans. Further monitoring of age, sex, and education level differences among Asian Americans, using larger samples of Asian Americans with limited English proficiency, may provide meaningful information for culturally appropriate nicotine dependence intervention. Future surveillance and research efforts need to collect more diverse Asian American sub-ethnic group samples to fill the current gaps in ENDS research and to better understand ENDS use patterns and associated outcomes. Future research also needs to explore factors associated with dual use behavior among Asian Americans, while expanding the current findings.
Contributor Information
Esther Roh, The Department of Behavioral and Community Health, School of Public Health, University of Maryland, 4200 Valley Drive, College Park, MD 20742-2611
Julia Cen Chen-Sankey, Intramural Research Program, National Institute on Minority Health and Health Disparities, Bethesda, 20892
Min Qi Wang, The Department of Behavioral and Community Health, School of Public Health, University of Maryland, 4200 Valley Drive, College Park, MD 20742-2611
REFERENCES
- Alcalá HE, Albert SL, & Ortega AN (2016). E-cigarette use and disparities by race, citizenship status and language among adolescents. Addictive Behaviors, 57(Supplement C), 30–34. 10.1016/j.addbeh.2016.01.014 [DOI] [PMC free article] [PubMed] [Google Scholar]
- An N, Cochran SD, Mays VM, & McCarthy WJ (2008). Influence of American acculturation on cigarette smoking behaviors among Asian American subpopulations in California. Nicotine & Tobacco Research, 10(4), 579–587. 10.1080/14622200801979126 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Apelberg BJ, Corey CG, Hoffman AC, Schroeder MJ, Husten CG, Caraballo RS, & Backinger CL (2014). Symptoms of tobacco dependence among middle and high school tobacco users: Results from the 2012 National Youth Tobacco Survey. American Journal of Preventive Medicine, 47(2 Suppl 1), S4–14. 10.1016/j.amepre.2014.04.013 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Assari S, Mistry R, & Bazargan M (2020). Race, educational attainment, and e-cigarette use. Journal of Medical Research and Innovation, 4(1), e000185. 10.32892/jmri.185 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Barrington-Trimis JL, Kong G, Leventhal AM, Liu F, Mayer M, Cruz TB, Krishnan-Sarin S, & McConnell R (2018). E-cigarette use and subsequent smoking frequency among adolescents. Pediatrics, 142(6), e20180486. 10.1542/peds.2018-0486 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Barrington-Trimis JL, Urman R, Berhane K, Unger JB, Cruz TB, Pentz MA, Samet JM, Leventhal AM, & McConnell R (2016). E-cigarettes and future cigarette use. Pediatrics, 138(1), e20160379. 10.1542/peds.2016-0379 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bell K, & Keane H (2012). Nicotine control: E-cigarettes, smoking and addiction. International Journal of Drug Policy, 23(3), 242–247. 10.1016/j.drugpo.2012.01.006 [DOI] [PubMed] [Google Scholar]
- Benowitz NL, Donny EC, & Hatsukami DK (2017). Reduced nicotine content cigarettes, e-cigarettes and the cigarette end game. Addiction, 112(1), 6–7. 10.1111/add.13534 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bold KW, Kong G, Camenga DR, Simon P, Cavallo DA, Morean ME, & Krishnan-Sarin S (2018). Trajectories of e-cigarette and conventional cigarette use among youth. Pediatrics, 141(1). 10.1542/peds.2017-1832 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Breland A, Spindle T, Weaver M, & Eissenberg T (2014). Science and electronic cigarettes: Current data, future needs. Journal of Addiction Medicine, 8(4), 223–233. 10.1097/ADM.0000000000000049 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bunnell RE, Agaku IT, Arrazola RA, Apelberg BJ, Caraballo RS, Corey CG, Coleman BN, Dube SR, & King BA (2015). Intentions to smoke cigarettes among never-smoking US middle and high school electronic cigarette users: National Youth Tobacco Survey, 2011–2013. Nicotine & Tobacco Research, 17(2), 228–235. 10.1093/ntr/ntu166 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Centers for Disease Control and Prevention. (2011). 2009–2010 National Adult Tobacco Survey (NATS) methodology report (pp. 8–9). Office on Smoking and Health, Centers for Disease Control and Prevention. https://www-cdc-gov.proxy-um.researchport.umd.edu/tobacco/data_statistics/surveys/nats/pdfs/methodology-report.pdf [Google Scholar]
- Centers for Disease Control and Prevention. (2016). 2013–2014 National Adult Tobacco Survey (NATS) sample design and methodology report. Office on Smoking and Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention. https://www.cdc.gov/tobacco/data_statistics/surveys/nats/pdfs/2014-methodology-report-tag508.pdf [Google Scholar]
- Centers for Disease Control and Prevention. (2018). Smoking and tobacco use: Data and statistics: National Adult Tobacco Survey (NATS). Smoking and Tobacco Use. http://www.cdc.gov/tobacco/data_statistics/surveys/nats/ [Google Scholar]
- Centers for Disease Control and Prevention and Food and Drug Administration. (2015). National Adult Tobacco Survey (NATS) questionnaire, 2013–2014. Office on Smoking and Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention; Office of Science, Center for Tobacco Products, Food and Drug Administration. https://www.cdc.gov/tobacco/data_statistics/surveys/nats/pdfs/2012-2013-questionnaire.pdff [Google Scholar]
- Chen X, Yu B, & Wang Y (2017). Initiation of electronic cigarette use by age among youth in the U.S. American Journal of Preventive Medicine, 53(3), 396–399. 10.1016/j.amepre.2017.02.011 [DOI] [PubMed] [Google Scholar]
- Coleman BN, Rostron B, Johnson SE, Ambrose BK, Pearson J, Stanton CA, Wang B, Delnevo C, Bansal-Travers M, Kimmel HL, Goniewicz ML, Niaura R, Abrams D, Conway KP, Borek N, Compton WM, & Hyland A (2017). Electronic cigarette use among US adults in the Population Assessment of Tobacco and Health (PATH) Study, 2013–2014. Tobacco Control, tobaccocontrol-2016–053462. 10.1136/tobaccocontrol-2016-053462 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Crowley RA (2015). Electronic nicotine delivery systems: Executive summary of a policy position paper from the American College of Physicians. Annals of Internal Medicine, 162(8), 583–584. 10.7326/M14-2481 [DOI] [PubMed] [Google Scholar]
- Dai H, Catley D, Richter KP, Goggin K, & Ellerbeck EF (2018). Electronic cigarettes and future marijuana use: A longitudinal study. Pediatrics, 141(5). 10.1542/peds.2017-3787 [DOI] [PubMed] [Google Scholar]
- Delnevo CD, Giovenco DP, Steinberg MB, Villanti AC, Pearson JL, Niaura RS, & Abrams DB (2016). Patterns of electronic cigarette use among adults in the United States. Nicotine & Tobacco Research, 18(5), 715–719. 10.1093/ntr/ntv237 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Etter J-F, & Bullen C (2011). Electronic cigarette: Users profile, utilization, satisfaction and perceived efficacy. Addiction, 106(11), 2017–2028. 10.1111/j.1360-0443.2011.03505.x [DOI] [PubMed] [Google Scholar]
- Goniewicz ML, Knysak J, Gawron M, Kosmider L, Sobczak A, Kurek J, Prokopowicz A, Jablonska-Czapla M, Rosik-Dulewska C, Havel C, Jacob P, & Benowitz N (2013). Levels of selected carcinogens and toxicants in vapour from electronic cigarettes. Tobacco Control, tobaccocontrol-2012–050859. 10.1136/tobaccocontrol-2012-050859 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Government Printing Office. (1997). Revisions to the standards for the classification of federal data on race and ethnicity, 1997. https://www.govinfo.gov/content/pkg/FR-1997-10-30/pdf/97-28653.pdf
- Harlow AF, Stokes A, & Brooks DR (2019). Socioeconomic and racial/ethnic differences in e-cigarette uptake among cigarette smokers: Longitudinal analysis of The Population Assessment of Tobacco and Health (PATH) Study. Nicotine & Tobacco Research. 10.1093/ntr/nty141 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hecht SS, Carmella SG, Kotandeniya D, Pillsbury ME, Chen M, Ransom BWS, Vogel RI, Thompson E, Murphy SE, & Hatsukami DK (2015). Evaluation of toxicant and carcinogen metabolites in the urine of e-cigarette users versus cigarette smokers. Nicotine & Tobacco Research, 17(6), 704–709. 10.1093/ntr/ntu218 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huh J, & Leventhal AM (2016). Intraindividual covariation between e-cigarette and combustible cigarette use in Korean American emerging adults. Psychology of Addictive Behaviors: Journal of the Society of Psychologists in Addictive Behaviors, 30(2), 246–251. 10.1037/adb0000141 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huh J, Sami M, Abramova ZS, Spruijt-Metz D, & Pentz MA (2013). Cigarettes, culture, and Korean American emerging adults: An exploratory qualitative Study. Western Journal of Nursing Research, 35(9), 1205–1221. 10.1177/0193945913490840 [DOI] [PubMed] [Google Scholar]
- King BA, Patel R, Nguyen KH, & Dube SR (2015). Trends in awareness and use of electronic cigarettes among US adults, 2010–2013. Nicotine & Tobacco Research: Official Journal of the Society for Research on Nicotine and Tobacco, 17(2), 219–227. 10.1093/ntr/ntu191 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Levy DT, Yuan Z, & Li Y (2017). The Prevalence and Characteristics of E-Cigarette Users in the U.S. International Journal of Environmental Research and Public Health, 14(10). 10.3390/ijerph14101200 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lew R, & Tanjasiri SP (2003). Slowing the epidemic of tobacco use among Asian Americans and Pacific Islanders. American Journal of Public Health, 93(5), 764–768. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu G, Wasserman E, Kong L, & Foulds J (2017). A comparison of nicotine dependence among exclusive e-cigarette and cigarette users in the PATH Study. Preventive Medicine, 104, 86–91. 10.1016/j.ypmed.2017.04.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ma G, Tan Y, Toubbeh J, Su X, Shive S, & Lan Y (2004). Acculturation and smoking behavior in Asian-American populations. Health Education Research, 19(6), 615–625. 10.1093/her/cyg070 [DOI] [PubMed] [Google Scholar]
- Maglalang DD, Brown-Johnson C, & Prochaska JJ (2016). Associations with e-cigarette use among Asian American and Pacific Islander young adults in California. Preventive Medicine Reports, 4, 29–32. 10.1016/j.pmedr.2016.05.011 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Martell B, Garrette B, & Caraballo R (2016). Disparities in adult cigarette smoking—United States, 2002–2005 and 2010–2013. MMWR Morbidity and Mortality Weekly Report, 65, 753–758. [DOI] [PubMed] [Google Scholar]
- Maxwell AE, Bernaards CA, & McCarthy WJ (2005). Smoking prevalence and correlates among Chinese- and Filipino-American adults: Findings from the 2001 California Health Interview Survey. Preventive Medicine, 41(2), 693–699. 10.1016/j.ypmed.2005.01.014 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maziak W (2014). Harm reduction at the crossroads: The case of e-cigarettes. American Journal of Preventive Medicine, 47(4), 505–507. 10.1016/j.amepre.2014.06.022 [DOI] [PMC free article] [PubMed] [Google Scholar]
- McMillen RC, Gottlieb MA, Shaefer RMW, Winickoff JP, & Klein JD (2015). Trends in electronic cigarette use among U.S. adults: Use is increasing in both smokers and nonsmokers. Nicotine & Tobacco Research: Official Journal of the Society for Research on Nicotine and Tobacco, 17(10), 1195–1202. 10.1093/ntr/ntu213 [DOI] [PubMed] [Google Scholar]
- Morrow M, & Barraclough S (2010). Gender equity and tobacco control: Bringing masculinity into focus. Global Health Promotion, 17(1_suppl), 21–28. 10.1177/1757975909358349 [DOI] [PubMed] [Google Scholar]
- National Academies of Sciences, Engineering, and Medicine, Health and Medicine Division, Board on Population Health and Public Health Practice, & Committee on the Review of the Health Effects of Electronic Nicotine Delivery Systems. (2018). Public health consequences of e-cigarettes (Eaton DL, Kwan LY, & Stratton K, Eds.). National Academies Press (US). http://www.ncbi.nlm.nih.gov/books/NBK507171/ [PubMed] [Google Scholar]
- Nguyen AB (2019). Disaggregating Asian American and Native Hawaiian and other Pacific Islander (AANHOPI) adult tobacco use: Findings from wave 1 of the Population Assessment of Tobacco and Health (PATH) Study, 2013–2014. Journal of Racial and Ethnic Health Disparities, 6(2), 356–363. 10.1007/s40615-018-00532-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Odani S (2018). Racial/ethnic disparities in tobacco product use among middle and high school Students—United States, 2014–2017. MMWR. Morbidity and Mortality Weekly Report, 67. 10.15585/mmwr.mm6734a3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Patel D, Davis KC, Cox S, Bradfield B, King BA, Shafer P, Caraballo R, & Bunnell R (2016). Reasons for current e-cigarette use among U.S. adults. Preventive Medicine, 93(Supplement C), 14–20. 10.1016/j.ypmed.2016.09.011 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pearson JL, Richardson A, Niaura RS, Vallone DM, & Abrams DB (2012). E-cigarette awareness, use, and harm perceptions in US adults. American Journal of Public Health, 102(9), 1758–1766. 10.2105/AJPH.2011.300526 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pepper JK, & Brewer NT (2014). Electronic nicotine delivery system (electronic cigarette) awareness, use, reactions and beliefs: A systematic review. Tobacco Control, 23(5), 375–384. 10.1136/tobaccocontrol-2013-051122 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Piñeiro B, Correa JB, Simmons VN, Harrell PT, Menzie NS, Unrod M, Meltzer LR, & Brandon TH (2016). Gender differences in use and expectancies of e-cigarettes: Online survey results. Addictive Behaviors, 52, 91–97. 10.1016/j.addbeh.2015.09.006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Primack BA, Soneji S, Stoolmiller M, Fine MJ, & Sargent JD (2015). Progression to traditional cigarette smoking after electronic cigarette use among US adolescents and young adults. JAMA Pediatrics, 169(11), 1018–1023. 10.1001/jamapediatrics.2015.1742 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rhoades DA, Comiford AL, Dvorak JD, Ding K, Driskill LM, Hopkins AM, Spicer P, Wagener TL, & Doescher MP (2019). Dual versus never use of e-cigarettes among American Indians who smoke. American Journal of Preventive Medicine, 0(0). 10.1016/j.amepre.2019.04.006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rodu B, & Plurphanswat N (2018). E-cigarette use among US adults: Population Assessment of Tobacco and Health (PATH) Study. Nicotine & Tobacco Research, 20(8), 940–948. 10.1093/ntr/ntx194 [DOI] [PubMed] [Google Scholar]
- Rostron BL, Schroeder MJ, & Ambrose BK (2016). Dependence symptoms and cessation intentions among US adult daily cigarette, cigar, and e-cigarette users, 2012–2013. BMC Public Health, 16(1), 814. 10.1186/s12889-016-3510-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schoenborn CA, & Gindi RM (2015). Electronic cigarette use among adults: United States, 2014. NCHS Data Brief, 217, 1–8. [PubMed] [Google Scholar]
- Soneji S, Barrington-Trimis JL, Wills TA, Leventhal AM, Unger JB, Gibson LA, Yang J, Primack BA, Andrews JA, Miech RA, Spindle TR, Dick DM, Eissenberg T, Hornik RC, Dang R, & Sargent JD (2017). Association between initial use of e-cigarettes and subsequent cigarette smoking among adolescents and young adults: A systematic review and meta-analysis. JAMA Pediatrics, 171(8), 788–797. 10.1001/jamapediatrics.2017.1488 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stallings-Smith S, & Ballantyne T (2019). Ever use of e-cigarettes among adults in the United States: A cross-sectional study of sociodemographic factors. Inquiry: A Journal of Medical Care Organization, Provision and Financing, 56, 46958019864479. 10.1177/0046958019864479 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sung H-Y, Wang Y, Yao T, Lightwood J, & Max W (2018). Polytobacco use and nicotine dependence symptoms among US adults, 2012–2014. Nicotine & Tobacco Research, 20(Suppl 1), S88–S98. 10.1093/ntr/nty050 [DOI] [PMC free article] [PubMed] [Google Scholar]
- U.S. Department of Health & Human Services. (2016). E-cigarette use among youth and young adults: A report of the surgeon general. Office of Surgeon General, Public Health Services, U.S. Department of Health and Human Services. https://e-cigarettes.surgeongeneral.gov/documents/2016_SGR_Full_Report_non-508.pdf [Google Scholar]
- Weaver SR, Majeed BA, Pechacek TF, Nyman AL, Gregory KR, & Eriksen MP (2016). Use of electronic nicotine delivery systems and other tobacco products among USA adults, 2014: Results from a national survey. International Journal of Public Health, 61(2), 177–188. 10.1007/s00038-015-0761-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Willett JG, Bennett M, Hair EC, Xiao H, Greenberg MS, Harvey E, Cantrell J, & Vallone D (2019). Recognition, use and perceptions of JUUL among youth and young adults. Tobacco Control, 28(1), 115–116. 10.1136/tobaccocontrol-2018-054273 [DOI] [PubMed] [Google Scholar]
- Wills TA, Knight R, Sargent JD, Gibbons FX, Pagano I, & Williams RJ (2017). Longitudinal study of e-cigarette use and onset of cigarette smoking among high school students in Hawaii. Tobacco Control, 26(1), 34–39. 10.1136/tobaccocontrol-2015-052705 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wills TA, Knight R, Williams RJ, Pagano I, & Sargent JD (2015). Risk factors for exclusive e-cigarette use and dual e-cigarette use and tobacco use in adolescents. Pediatrics, 135(1), e43–e51. 10.1542/peds.2014-0760 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wills TA, Sargent JD, Knight R, Pagano I, & Gibbons FX (2016). E-cigarette use and willingness to smoke: A sample of adolescent non-smokers. Tobacco Control, 25(e1), e52–e59. 10.1136/tobaccocontrol-2015-052349 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wu L-T, Swartz MS, Burchett B, & Blazer DG (2013). Tobacco use among Asian Americans, Native Hawaiians/Pacific Islanders, and mixed-race individuals: 2002–2010. Drug and Alcohol Dependence, 132(0), 87–94. 10.1016/j.drugalcdep.2013.01.008 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang J, & Wang Z (2008). Factors associated with smoking in Asian American adults: A systematic review. Nicotine & Tobacco Research, 10(5), 791–801. 10.1080/14622200802027230 [DOI] [PubMed] [Google Scholar]
- Zhu S-H, Gamst A, Lee M, Cummins S, Yin L, & Zoref L (2013). The Use and perception of electronic cigarettes and snus among the U.S. population. PLOS ONE, 8(10), e79332. 10.1371/journal.pone.0079332 [DOI] [PMC free article] [PubMed] [Google Scholar]
