Skip main navigation

Electronic Cigarette Use Prevalence, Associated Factors, and Pattern by Cigarette Smoking Status in the United States From NHANES (National Health and Nutrition Examination Survey) 2013–2014

Originally published of the American Heart Association. 2018;7:e008178



    To examine the prevalence and patterns of recent electronic cigarette (e‐cigarette) use in a nationally representative sample of US adults and adolescents.

    Methods and Results

    Using tobacco information from NHANES (National Health and Nutrition Examination Survey) 2013–2014, 5423 adults and 895 adolescents (aged 13–17 years) were included in this analysis. Demographic, tobacco use, and drug use information were self‐reported. Recent e‐cigarette use (within the previous 5 days) was stratified by smoking status. Of 125 e‐cigarette users, 116 participants were aged ≥18 years, corresponding to 2.6% (95% confidence interval [CI], 2.0–3.1) and 1.21% (95% CI, 0.3–2.1) prevalence of e‐cigarette use among US adults and adolescents, respectively. E‐cigarette adult users were current smokers (68.1%), former smokers (23.7%), and never smokers (8.2%). The highest prevalence of e‐cigarette use was among current smokers (8.2%; 95% CI, 6.3–10.1), followed by former smokers (2.7%; 95% CI, 1.4–4.1), and then never smokers (0.4%; 95% CI, 0.2–0.6). After adjusting for age, sex, and ethnicity, e‐cigarette users had higher odds of being exposed to secondhand smoke (odds ratio: 6.3; 95% CI, 3.6–11.1) and drinking alcohol (odds ratio: 4.2; 95% CI, 1.8–10.0) and lower odds of having at least a college education or a higher income, compared with tobacco nonusers.


    Between 2013 and 2014, e‐cigarette use in the United States was more common among younger people, those with low socioeconomic status, and current and former smokers. These findings will help inform future research as well as public policy and regulatory actions.

    Clinical Perspective

    What Is New?

    • Clinicians are increasingly encountering patients who use electronic cigarettes (e‐cigarettes), and further understanding of related epidemiology in the US population is needed.

    • In a population‐representative US sample between 2013 and 2014, the prevalence of adult e‐cigarette use in the previous 5 days was 2.6%, with most users concurrently using traditional cigarettes.

    • E‐cigarette users have greater secondhand smoke exposure and alcohol use and lower socioeconomic status than those who do not use e‐cigarettes.

    What Are the Clinical Implications?

    • Given the coming epidemic of e‐cigarette use, including dual use of e‐cigarettes and traditional cigarettes, further data on related potential cardiovascular toxicity are urgently needed.


    Electronic cigarettes (e‐cigarettes), vaporizers, vape pens, hookah pens, and electronic pipes are some of the many types of electronic nicotine delivery systems that were introduced in the United States in 2006–2007 and have since increased in popularity across all age groups.1 A review of the literature including 21 articles comparing the prevalence and correlates of e‐cigarette use showed that the prevalence of ever using e‐cigarettes in 2011 was highest among young adults (aged 18–28 years; 4.9–7.0%), with overall prevalence of ever using e‐cigarettes among all adults (aged ≥18 years) ranging from 0.6% to 6.2%. This review also showed that the prevalence of lifetime use of e‐cigarettes among US adults was rising, with prevalence 2 to 4 times higher in 2012 than between 2009 and 2011.2

    E‐cigarettes were originally marketed as alternative nicotine delivery devices purported to cause less harm and to hold potential to aid in smoking cessation. Consequently, initial growth in the prevalence of use of these products was noted among cigarette smokers.3 Over time, however, extensive marketing,4 improvements in design, extensive flavor options,5 and a widespread perception that e‐cigarettes were safer than cigarettes led to their increased popularity, especially among youth6 and those who never smoked tobacco.9 This increasing popularity has raised public health concerns, given the paucity of high‐quality longitudinal evidence on the health effects of e‐cigarette exposure and uncertainly about the data supporting their use as smoking‐cessation devices.1

    Whether e‐cigarettes are predominantly used as smoking‐cessation aides or as part of persistent dual tobacco use is controversial. Findings from limited national studies showed that most e‐cigarette users may be concurrently using other tobacco products. The prevalence of ever using e‐cigarettes, for example, has been reported to be the highest among current tobacco smokers (11.4%), followed by former smokers (2.0%).11 Between 2009 and 2012, the prevalence of ever using e‐cigarettes among never smokers was reported to be between 0.77%11 and 3.6%.12

    Few studies have provided precise estimates of current e‐cigarette use and patterns of use by tobacco smoking status. In addition, prior studies have not been representative of the total US population, so the size of the US population currently using e‐cigarettes, by cigarette smoking status, could not previously be estimated.

    The present study is the first to investigate e‐cigarette use in NHANES (National Health and Nutrition Examination Survey), a well‐designed survey that includes information about tobacco use in a nationally representative sample of US adults. Using NHANES 2013–2014, the first wave that included questions about current e‐cigarette use, this study aimed (1) to quantify the crude and smoking status–specific prevalence of e‐cigarette use and provide robust estimates of the total number of e‐cigarette users in the United States by smoking status (current, former, and never); (2) to identify the unique demographic and behavioral characteristics of e‐cigarette users by cigarette smoking status; (3) to compare e‐cigarette users with individuals who never used tobacco products; and (4) to compare the prevalence of sole and dual use of e‐cigarettes and other common tobacco products including cigars, smokeless cigarettes, and nicotine replacement therapy (NRT).


    Study Population and Design

    NHANES is a series of ongoing cross‐sectional surveys conducted by the National Center for Health Statistics (NCHS) of the Centers for Disease Control and Prevention (CDC). The NHANES sampling procedure oversampled targeted populations, such as Hispanic, non‐Hispanic black, non‐Hispanic Asian, older adult, and low‐income people, to obtain adequate samples for meaningful subgroup analyses and more reliable variance estimates.12 A major objective of NHANES is to estimate the number and percentage of people in the US population and in designated subgroups with selected diseases and risk factors.14

    In total, 10 175 individuals were included in both the NHANES 2013–2014 interview and the mobile examination center component. There were 125 e‐cigarette users. Nine (4.0%) of them were aged 13 to 17 years, and the remaining 116 (96%) were adults aged ≥18 years. Because of the large differences in tobacco‐use patterns between adults and adolescents and because only 4% of e‐cigarette users in this survey were aged 13 to 17 years, this study primarily focused on adults who were ≥18 years (n=6113); however, individuals aged 13 to 17 years (n=895) were retained in a secondary analysis. Figure 1 provides details about the study population and sample selection.

    Figure 1

    Figure 1 Selection of study participants from NHANES (National Health and Nutrition Examination Survey) 2013–2014 to examine the prevalence of electronic cigarette (e‐cigarette) use in the US population.

    Demographic information such as age, sex, race/ethnicity, education, employment, income, and tobacco and drug use information were self‐reported during the home‐based interview. The NCHS institutional review board approved the study protocol, and all participants provided written informed consent. The detailed design and weighting methods were explained previously.15

    Data Collection and Measures

    Trained study personnel performed a home‐based interview and collected demographic information by asking participants about their age, sex, race/ethnicity, education, employment, income, tobacco, and drug use information. The mobile examination center interview collected information about smoking, including e‐cigarette and NRTs within the previous 5 days. The Computer‐Assisted Personal Interviewing (CAPI) system was used by trained study personnel to collect data from adults aged ≥18 years. CAPI is programmed with built‐in consistency checks to reduce data‐entry errors. Questions were available in Spanish and English languages.


    E‐cigarette and other tobacco‐use methods in the previous 5 days

    Information about e‐cigarette and other tobacco use (eg, cigarettes, water pipes, patches) in the previous 5 days was obtained from the Recent Tobacco Use (SMQRTU_H) data set (NHANES 2013–2014). The data and study materials are available to the public at the official CDC website.14 A single multiple‐choice question listing all tobacco‐use methods was used. The participant was given the opportunity to check >1 option. The question also allowed the participant to select the never‐smoking option “never smoked even a puff.” Considering never smoking as reference, dummy variables were created for all tobacco‐use methods, and cells were replaced by “1” if the participant reported using that particular method and by “0” if anything else.

    Cigarette smoking status

    A never smoker was defined as someone who did not smoke in the previous 5 days and who had smoked <100 cigarettes in his or her life.16 A current smoker was identified as someone who reported smoking ≥100 cigarettes in his or her life and was presently smoking at the time of the interview, and a former smoker smoked ≥100 cigarettes in his or her lifetime and was not presently smoking at the time of the interview.17 The average number of cigarettes smoked per day in the previous 30 days was obtained from the question, “During the past 30 days, on the day that you smoked, about how many cigarettes did you smoke per day?” Former smokers were categorized according to their time since quitting: ≤90 days, 91 to 365 days, and >365 days. Smoking status was defined as (1) never smoker, (2) former smoker for >365 days, (3) former smoker for 91 to 365 days, (4) former smoker for ≤90 days, and (5) current cigarette smoker.

    Other measures

    Household income in NHANES was based on resident self‐report. If participants from the same household reported different household income, the highest value was selected. Body mass index was calculated as weight in kilograms divided by height in meters squared (kg/m²) and was categorized using criteria established by the National Institutes of Health as underweight (<18.5), normal (18.5–24.9), overweight (25.0–29.9), and obese (≥30). Participants who used marijuana in the previous 30 days were considered marijuana users. Drinking alcohol at least 12 times in the previous year was used to categorize alcohol consumption status in NHANES 2013–2014.

    Statistical Analysis

    For the primary analysis of adults, after excluding 690 participants with missing information about tobacco use, 5423 of 6113 adults (aged ≥18 years) remained for analysis. “Proc Survey” commands in SAS were used to obtain the summary measures, such as proportions and means, and to perform logistic regression. The relationship between each of the demographic and behavioral factors and e‐cigarette use was examined separately after adjusting for age, sex, and race/ethnicity. All estimates were weighted, accounting for complex survey data by full‐sample 2‐year mobile examination center exam weights, as provided by NCHS, to adjust for nonresponse and to account for unequal selection probabilities among participants. Information about the size of the US population was retrieved from US Census Bureau estimates for 2014.

    The significance level was set at α<0.05. All analyses were conducted using the statistical analysis software SAS v9.4 (SAS Institute).


    Prevalence and Pattern of E‐Cigarette Use Among Adolescents Aged 13 to 17 Years

    A total of 125 individuals used e‐cigarettes for at least one day in the last 5 day, and 9 of them were between 13 and 17 years old. The prevalence of e‐cigarette use among adolescents aged 13 to 17 years was 1.21% (95% confidence interval [CI], 0.3–2.1). Among this group of adolescents, only one person was using e‐cigarette everyday. Of the 9 adolescent e‐cigarette users, 5 (64.6%) did not use any other tobacco products. None of the e‐cigarette users was aged <13 years.

    Prevalence and Pattern of E‐Cigarette Use Among Adults

    In total, 5423 adult participants (51.8% women) were included in this study. The mean age of participants was 47.5 years (SD: 18.5 years). As reported by the study participants, 25% used at least 1 tobacco product in the previous 5 days. Among this sample of adults, 116 people reported current e‐cigarette use in the previous 5 days. The weighted overall prevalence of e‐cigarette use among adults was 2.6% (95% CI, 2.0–3.1), estimated as 5 639 000 individuals in the US adult population. E‐cigarettes and cigars were the second most common actively used tobacco products after traditional combustible cigarettes (Figure 2).

    Figure 2

    Figure 2 Self‐reported tobacco use in the previous 5 days among adults aged ≥18 years from NHANES (National Health and Nutrition Examination Survey; n=5423). E‐cigarette indicates electronic cigarette.

    The most prevalent tobacco‐use method among e‐cigarette users was cigarette smoking, followed by cigar use (Figure 3). Of the e‐cigarette users, 68.1% (95% CI, 58.5–77.6) were current smokers, 23.7 (95% CI, 15.2–32.3) were former smokers, and 8.2% (95% CI, 3.4–13.0) were never smokers (Figure 4). The prevalence of recent e‐cigarette use was highest among current smokers (8.2%; 95% CI, 6.3–10.1), followed by former smokers (2.7%; 95% CI, 1.4–4.1), whereas the lowest prevalence was noted among never smokers (0.4%; 95% CI, 0.2–0.6; Figure 5). Among current cigarette smokers who used e‐cigarettes in the previous 5 days, 26.2% (95% CI, 16.9–35.5) used e‐cigarettes daily, 5.5% (95% CI, 0–11.3) used them for 4 days, 8.1% (95% CI, 0.2–15.9) used them for 3 days, and 34.4% (95% CI, 17.9–50.9) used them for 1 or 2 days.

    Figure 3

    Figure 3 Self‐reported tobacco use in the previous 5 days among adult electronic cigarette (e‐cigarette) users from NHANES (National Health and Nutrition Examination Survey; n=116).

    Figure 4

    Figure 4 Cigarette smoking status of the electronic cigarette (e‐cigarette) users from NHANES (National Health and Nutrition Examination Survey) 2013–2014. All percentages are weighted by the weighting factors provided by NHANES.

    Figure 5

    Figure 5 Prevalence of electronic cigarette (e‐cigarette) use by cigarette smoking status (NHANES [National Health and Nutrition Examination Survey], 2013–2014).

    Demographic and Behavioral Characteristics of the Study Participants by Cigarette Smoking Status and E‐Cigarette Use

    Table 1 shows characteristics of the total population divided by cigarette smoking status. Current cigarette smokers were more likely to be using e‐cigarettes (8.2%) than any other tobacco‐use method, including NRT (1.0%). In contrast, former smokers were more likely to be users of smokeless tobacco (3.7%), snuff (2.9%), and cigars (2.9%) compared with e‐cigarettes (2.7%).

    Table 1 Description of the Study Population (Aged ≥18 Years) by Cigarette Smoking, Demographic, and Behavioral Characteristics From NHANES 2013–2014

    Cigarette Smoking Status, %, (95% CI)
    Never (n=3374)Former (n=1244)Current (n=1296)
    Male43.2 (41.0–45.3)56.8 (53.4–60.2)52.1 (48.9–55.7)
    Female56.9 (54.7–59.0)43.2 (39.8–46.7)47.9 (44.3–51.5)
    Age group, y
    18–3942.1 (38.8–45.4)21.6 (19.2–24.0)46.5 (42.0–51.0)
    40–5934.9 (32.2–37.7)32.9 (29.8–36.1)40.1 (36.2–44.0)
    ≥6023.0 (20.3–25.7)45.5 (42.5–48.4)13.4 (10.8–16.0)
    Mexican American11.1 (6.6–15.6)7.5 (4.4–10.6)6.7 (3.3–10.2)
    Other Hispanic6.2 (3.9–8.5)5.4 (3.0–7.8)3.9 (1.6–6.2)
    Non‐Hispanic White61.3 (53.2–69.3)74.3 (68.2–80.3)67.8 (59.9–75.7)
    Non‐Hispanic Black12.0 (8.1–15.8)7.0 (4.5–9.5)14.9 (10.5–19.4)
    Mixed non‐Hispanic9.5 (7.5–11.1)5.8 (3.7–8.0)6.7 (4.5–8.9)
    Less than high school diploma12.3 (8.7–15.8)15.1 (11.6–18.6)23.1 (18.8–27.4)
    High school diploma18.2 (15.1–21.3)22.4 (19.4–25.4)30.3 (25.3–35.4)
    College graduate69.5 (64.3–74.7)62.5 (58.3–66.6)46.6 (42.0–51.2)
    <$20 00012.3 (9.5–15.1)12.7 (9.2–16.2)25.6 (19.0–32.1)
    $20 000–44 99923.8 (20.4–27.1)28.0 (24.6–31.4)32.5 (26.4–38.6)
    $45 000–74 99920.0 (17.4–22.5)24.5 (16.7–24.3)22.4 (17.8–26.9)
    ≥$75 00044.0 (38.3–49.6)38.9 (33.3–44.3)19.6 (14.1–25.0)
    Marital status
    Never married18.3 (15.5–21.1)11.0 (8.3–13.7)28.0 (23.6–32.5)
    Lives with partner65.3 (61.5–69.1)66.9 (63.1–70.6)50.0 (46.1–53.9)
    Widowed, divorced, or separated16.4 (14.1–18.6)22.2 (19.9–24.4)22.0 (18.1–25.8)
    Body mass index
    <18.52.1 (1.5–2.7)1.9 (1.0–2.8)4.5 (3.3–5.7)
    18.5–24.930.3 (27.3–33.2)21.1 (18.6–23.6)31.3 (28.2–34.4)
    25–29.931.5 (30.0–33.034.6 (30.9–38.3)30.5 (27.1–33.9)
    ≥3036.1 (33.1–39.1)42.4 (38.7–46.2)33.7 (28.9–38.4
    Drank alcohol ≥12 times in the previous year65.7 (58.0–73.3)89.5 (87.7–91.3)89.8 (87.5–92.0)
    Cigarettes smoked inside household42.5 (34.6–50.5)55.1 (41.7–68.4)60.2 (53.7–66.7)
    Exposure to secondhand smoking19.7 (17.3–22.2)26.1 (22.0–30.3)58.8 (53.9–63.7)
    Marijuana use in the previous month7.1 (5.6–8.5)9.8 (7.0–12.5)35.2 (31.1–39.3)
    Tobacco use in the previous 5 days
    Cigar1.3 (0.9–1.7)2.9 (2.0–3.8)5.8 (3.5–8.0)
    E‐cigarette0.4 (0.2–0.6)2.7 (1.4–4.1)8.2 (6.3–10.1)
    Smokeless tobacco2.2 (1.4–3.1)3.7 (1.5–5.8)2.0 (1.1–3.0)
    Snuff1.1 (0.4–1.9)2.9 (0.7–5.0)0.8 (0.3–1.4)
    Chewing tobacco1.1 (0.5–1.7)1.1 (0.3–1.9)1.2 (0.3–2.2)
    Nicotine replacement0.01 (0.0–0.1)0.7 (0.0–1.6)1.8 (0.6–3.1)

    Weighted column percentages were reported. CI indicates confidence interval; e‐cigarette, electronic cigarette; NHANES, National Health and Nutrition Examination Survey.

    Table 2 shows the prevalence of e‐cigarette use in key subgroups, with a further breakdown by cigarette smoking status. Men had a higher prevalence of e‐cigarette use than women. Among races/ethnicities, non‐Hispanic black participants had the lowest prevalence of e‐cigarette use. The highest prevalence of e‐cigarette use was noted in the youngest age group (aged 18–39 years). Although ≈63% of these young adults were also current smokers, this age group also had the highest proportion of e‐cigarette users who were never smokers (15.1%). All e‐cigarette users who were aged ≥40 years were ever smokers (either former or current). Figure 6 provides more details about the age and smoking status–specific prevalence of e‐cigarette use among this sample of adults.

    Table 2 Prevalence of E‐Cigarette Use Among Adults (Aged ≥18 Years) and Distribution by Cigarette Smoking Status (NHANES 2013–2014)

    Weighted Prevalence, % (95% CI)Distribution of E‐Cigarette Users By Cigarette Smoking Status, % (95% CI)
    Overall2.6 (2.0–3.1)8.2 (3.4–13.0)23.7 (15.2–32.3)68.1 (58.5–77.6)
    Male2.8 (2.0–3.5)9.6 (2.4–16.7)28.0 (17.2–38.8)62.4 (48.7–76.2)
    Female2.3 (1.6–3.1)6.7 (0.0–13.8)18.8 (5.6–32.0)74.5 (60.1–88.9)
    Age group, y
    18–393.6 (2.3–5.0)15.1 (4.7–25.6)21.6 (7.7–35.5)63.3 (47.1–79.5)
    40–592.7 (1.4–4.1)0.026.4 (18.5–34.3)73.6 (65.7–81.5)
    ≥600.8 (0.2–1.4)0.025.5 (0.0–52.9)74.5 (47.1–100.0)
    Mexican American1.6 (0.1–3.1)34.2 (0–87.3)11.6 (0.0–29.6)54.2 (0.0–100)
    Other Hispanic2.5 (0.2–4.9)9.4 (0.0–29.1)38.9 (0.7–77.1)51.7 (11.4–92.0)
    Non‐Hispanic White2.8 (2.1–3.5)3.2 (0.0–7.8)24.1 (12.5–35.7)72.8 (60.4–85.2)
    Non‐Hispanic Black1.5 (0.5–2.4)5.6 (0.0–17.2)24.1 (0.0–49.5)70.3 (42.2–98.5)
    Mixed non‐Hispanic3.2 (1.2–5.3)8.0 (0.0–7.8)19.2 (12.5–35.7)72.9 (47.0–98.7)
    Less than high school diploma3.1 (1.2–5.0)0.029.1 (5.6–52.5)70.9 (47.5–94.4)
    High school diploma3.3 (2.3–4.4)4.6 (0.0–11.1)15.9 (0.0–33.6)79.5 (62.9–96.4)
    College graduate2.0 (1.6–2.4)8.9 (0.6–17.2)27.4 (9.2–45.6)63.7 (44.8–82.6)
    <$20 0003.7 (0.6–6.7)0.020.2 (9.0–31.4)79.8 (68.6–91.0)
    $20 000–44 9993.3 (2.1–4.4)12.2 (0.0–25.8)21.1 (4.1–38.0)66.7 (46.6–86.8)
    $45 000–74 9992.3 (1.3–3.2)10.5 (0.7–20.4)25.58 (0.0–51.7)63.9 (40.7–87.1)
    ≥$75 0002.0 (1.2–2.8)9.4 (0.0–19.6)27.7 (12.1–43.3)62.9 (44.2–81.7)
    Marital status
    Never married3.8 (1.9–2.7)13.6 (2.0–25.3)11.5 (0.0–24.4)74.8 (59.3–90.4)
    Married or lives with partner1.8 (0.9–2.7)2.0 (0.0–6.4)32.5 (15.4–49.7)65.5 (47.0–83.9)
    Widowed, divorced, or separated3.2 (1.7–4.7)4.4 (0.0–15.2)23.7 (4.8–42.7)71.8 (47.9–95.8)
    Body mass index
    <18.52.4 (0.0–6.6)00100 (100–100)
    18.5–24.92.8 (1.6–4.0)7.6 (0.0–19.1)13.5 (0.6–26.4)78.9 (63.7–94.1)
    25–29.92.6 (1.7–3.5)5.4 (0.0–12.9)27.6 (17.7–37.4)67.0 (56.0–78.1)
    ≥302.3 (1.5–3.2)12.0 (0.0–24.2)31.0 (16.0–45.9)57.0 (39.3–74.7)
    Drank alcohol ≥12 times in the previous year
    Yes3.0 (2.3–3.8)8.5 (3.5–13.60)25.0 (15.2–34.7)66.5 (55.1–78.0)
    No0.9 (0.2–1.6)6.4 (0.0–17.1)14.1 (0.0–41.8)79.6 (50.6–100)
    Exposure to secondhand smoking
    Yes5.4 (3.7–7.1)9.6 (2.5–16.6)20.4 (8.9–31.8)70.1 (58.1–82.1)
    No1.4 (0.9–1.9)7.1 (0.0–17.0)31.3 (19.8–42.8)61.7 (47.6–75.7)
    Marijuana use in the previous month
    Yes9.1 (5.8–12.3)6.7 (0.0–17.4)12.7 (0.0–27.3)80.61 (62.8–98.4)
    No2.1 (1.4–2.8)11.2 (1.7–20.8)29.3 (19.4–39.2)59.5 (49.2–69.7)
    Tobacco use in the previous 5 days
    Yes4.2 (1.9–6.6)23.5 (0.0–73.6)7.1 (3.6–10.7)69.3 (18.8–100)
    No2.5 (2.0–3.1)7.5 (2.8–12.3)24.5 (15.5–33.4)68.0 (58.0–78.1)
    Smokeless tobacco
    Yes1.8 (0.0–5.2)0.081.0 (34.4–100)19.0 (0.0–65.6)
    No2.6 (2.0–3.1)8.4 (3.4–13.2)22.7 (14.0–31.3)69.0 (59.1–78.9)
    Nicotine replacement
    Yes24.1 (7.3–40.9)0.07.5 (0.0–24.8)92.6 (75.2–100)
    No2.4 (1.9–3.0)8.7 (3.7–13.7)24.6 (15.6–33.7)66.7 (56.7–76.8)

    Prevalence estimates are all weighted. CI indicates confidence interval; e‐cigarette, electronic cigarette; NHANES, National Health and Nutrition Examination Survey.

    Figure 6

    Figure 6 Age‐ and cigarette smoking status–specific prevalence of electronic cigarette (e‐cigarette) use among adult from NHANES (National Health and Nutrition Examination Survey) 2013–2014.

    Burden of Smoking in Dual Users of Cigarettes and E‐Cigarettes

    Among current smokers, 1168 participants reported the number of cigarettes smoked per day during the 30 days that preceded the survey, and of these, data were available by e‐cigarette use status for 1049 participants. Of these 1049 individuals, 64 were e‐cigarette users and 985 were nonusers. Using these data, there was a small numerical difference in the average number of cigarettes smoked per day between those who reported e‐cigarette use in the previous 5 days (mean: 9.9; 95% CI, 7.9–11.9) and those who did not (mean: 11.6; 95% CI, 10.2–12.9); however, this difference was not statistically significant (P=0.21). Of the daily and occasional cigarette smokers, 46.9% (95% CI, 24.1–69.8) and 62.4% (95% CI, 30.2–75.9), respectively, used e‐cigarettes for ≥3 days during the previous 5 days.

    E‐Cigarette and NRT Use

    The overall weighted prevalence of NRT use in the previous 5 days was 0.56% (95% CI, 0.21–0.90). Of the NRT users, 1.52% (95% CI, 0.0–4.30) never smoked cigarettes, 28.0% (95% CI, 3.14–52.88) were former cigarette smokers, and 70.5% (95% CI, 44.59–96.36) were current cigarette smokers. Considering both the e‐cigarette and NRT user data, only 5 participants used both methods, with an estimated prevalence of 0.13% (95% CI, 0.00–0.28). The prevalence of dual use of e‐cigarette and NRT was 0.58% (95% CI, 0.00–1.32) among current cigarette smokers, 0.05% (95% CI, 0.00–0.14) among former smokers, and 0.0% among those who never smoked cigarettes. Among e‐cigarette users, the prevalence of NRT use was 5.2% (95% CI, 0.0–11.1).

    E‐Cigarette Users Compared With Never Tobacco Users

    Table 3 shows the characteristics of e‐cigarette users versus never users of tobacco, including calculation of adjusted odds ratios (ORs) for characteristics associated with current e‐cigarette use status. After adjusting for age, sex, and race/ethnicity, compared with participants who never used any tobacco products, e‐cigarette users had higher odds of being 18 to 39 years old (OR: 6.7; 95% CI, 2.7–16.9); widowed, divorced, or separated (OR: 3.17; 95% CI, 1.37–7.34), exposed to secondhand smoke (OR: 6.3; 95% CI, 3.6–11.1), alcohol drinkers (OR: 4.2; 95% CI, 1.8–10.0), and marijuana users (OR: 11.6; 95% CI, 7.3–18.4). E‐cigarette users had lower odds of having a household income >$75 000 (OR: 0.2; 95% CI, 0.1–0.9) compared with never users of tobacco.

    Table 3 Age‐, Sex‐, and Ethnicity‐Adjusted Differences in Demographic and Behavioral Characteristics Between Adult E‐Cigarette Users and Those Who Never Used Tobacco (NHANES 2013–2014)

    Electronic‐Cigarette,a n (%)Never Tobacco, n (%)Adjusted OR for electronic‐Cigarette vs Never Tobacco,b OR (95% CI)P Value
    Overall116 (2.6)4063 (75.0)
    Male62 (53.2)1801 (45.2)1.35 (0.91–2.01)0.13
    Female54 (46.8)2262 (54.7)Ref
    Age group, y
    18–3964 (54.3)1406 (35.3)6.73 (2.68–16.92)<0.01
    40–5940 (37.6)1231 (33.7)4.59 (1.87–11.30)<0.01
    ≥6012 (8.0)1426 (30.8)Ref
    Mexican American9 (5.6)651 (10.4)0.41 (0.14–1.25)0.12
    Other Hispanic8 (5.5)398 (5.9)0.73 (0.22–2.45)0.61
    Non‐Hispanic White68 (72.8)1655 (65.7)1.14 (0.58–2.24)0.71
    Non‐Hispanic Black15 (6.3)753 (9.9)0.56 (0.22–1.46)0.24
    Other non‐Hispanic or multiracial16 (9.6)606 (7.9)Ref
    Less than high school diploma18 (18.6)718 (12.5)Ref
    High school diploma25 (29.5)771 (18.8)0.67 (0.29–1.54)0.35
    College graduate62 (51.9)2335 (68.6)0.28 (0.15–0.54)<0.01
    <$20 00024 (20.7)670 (11.9)Ref
    $20 000–44 99939 (32.7)1066 (24.6)0.67 (0.26–1.72)0.41
    $45 000–74 99920 (17.8)744 (20.2)0.39 (0.13–1.18)0.10
    ≥$75 00028 (28.5)1256 (43.1)0.23 (0.07–0.79)0.02
    Marital status
    Never married32 (28.8)618 (15.5)2.07 (1.05–4.10)0.04
    Widowed, divorced, or separated27 (24.3)814 (17.6)3.17 (1.37–7.34)<0.01
    Married or lives with partner46 (46.7)2394 (66.7)Ref
    Body mass index
    Underweight (<18.5)2 (2.2)100 (1.9)1.42 (0.21–9.62)0.72
    Normal (18.5–24.9)40 (31.3)1137 (27.6)Ref
    Overweight (25–29.9)37 (32.5)1291 (32.6)1.00 (0.59–1.72)0.99
    Obese (≥30)37 (34.0)1535 (37.9)0.94 (0.51–1.73)0.84
    Drank alcohol ≥12 times in the previous year
    Yes102 (91.7)2604 (71.2)4.19 (1.75–10.00)<0.01
    No13 (8.2)1452 (28.7)Ref
    Exposure to secondhand smoking
    Exposed66 (62.1)795 (19.7)6.32 (3.61–11.06)<0.001
    Not exposed anywhere44 (37.8)3007 (80.2)Ref
    Marijuana use in the previous 30 days
    Yes44 (42.11)181 (6.36)11.57 (7.27–18.38)<0.001
    No55 (57.89)2404 (93.64)Ref

    e‐cigarette indicates electronic cigarette.

    aAny current e‐cigarette user.

    bOR (odds ratio) was adjusted for age, sex, and ethnicity. OR was adjusted for age and ethnicity for sex, for sex and ethnicity for age, and for age and sex for ethnicity.


    NHANES 2013–2014 is the first NHANES wave to collect information on e‐cigarette use in the United States and the first to provide the prevalence of recent tobacco use (in the previous 5 days) including e‐cigarettes. Findings from this survey showed that the prevalence of e‐cigarette use in the previous 5 days among adolescents in the United States was 1.21%, which was estimated to represent ≈236 000 US adolescents. The prevalence of e‐cigarette use among US adults was 2.6%, which was estimated to be ≈5.6 million US adult users. More than two thirds of the adult e‐cigarette users were current smokers. Among current adult smokers, there was no difference between e‐cigarette users and nonusers in the number of cigarettes smoked per day. Compared with tobacco nonusers, e‐cigarette users were more likely to be younger; widowed, divorced, or separated; alcohol drinkers; and exposed to secondhand smoking and less likely to be college graduates or to have high incomes.

    The prevalence of e‐cigarette use among adolescents in this study was somewhat lower than those previously reported by other studies in the United States such as the National Youth Tobacco Survey.13 Most studies of tobacco use among adolescents in the United States have relied on use in the previous 30 days. NHANES relied on tobacco product use in the previous 5 days. This 5‐day period might be interpreted as a more accurate measure of the prevalence of current use by teenagers, especially in light of the previously reported intermittent pattern (1 or 2 times in the previous 30 days) of adolescent e‐cigarette use.16 A study reported by Warner questioned whether the definition of e‐cigarette use within 30 days was a useful indicator of a growing public health crisis of e‐cigarette use by teenagers.16 This study reported that nonsmoking high school students were highly unlikely to use e‐cigarettes; among those who did use, most used e‐cigarettes on only 1 to 2 of the previous 30 days. These results seem to mirror the low use reported in the previous 5 days in this study. However, studies with longitudinal data suggest a gateway from e‐cigarette use to cigarette smoking among adolescents, placing them at risk of becoming adult cigarette smokers, which may reverse the achievements of years of fighting against tobacco and argues for continued study of this important group.17

    An important finding from this study is that more than two thirds of the adult e‐cigarette users were current cigarette smokers, and most of the remaining adult users were former cigarette smokers. A growing body of evidence supports dual tobacco‐product use as the most prevalent tobacco‐use pattern.18 In line with our findings, the PATH (Population Assessment of Tobacco and Health) study, the CDC, and the NHIS (National Health Interview Survey) have indicated that e‐cigarette users are more likely to be current or former smokers.18 The high prevalence of e‐cigarette use among current smokers should be interpreted carefully. Some studies have implied that this result means that e‐cigarettes are being used as smoking‐cessation devices,21 whereas others stated that dual use increases exposure to nicotine and may perpetuate abuse liability instead of encouraging smoking cessation.22 Indeed, newer devices, even with low concentrations of nicotine, can deliver similar or higher levels of nicotine than cigarettes.23

    Prevalence of e‐cigarette use appears to be higher in younger age groups. In particular, all e‐cigarette users in NHANES who were free of a history of cigarette smoking (ie, sole users) were aged <40 years. Consistent with our findings, the PATH study showed that the prevalence of e‐cigarette use is higher among younger than older adults.18 The use of e‐cigarettes has become more popular among young‐adult, never‐smoking individuals.25 Consequently, the prevalence of e‐cigarette and traditional cigarette use should be monitored closely over successive NHANES cycles, given that young‐adult e‐cigarette users have shown a greater tendency toward initiating cigarette use than nonusers.26 This group is particularly important, especially in the light of the recent decision by the US Food and Drug Administration to directly regulate nicotine in traditional cigarettes but with delayed nicotine regulation for other tobacco products. E‐cigarette use can introduce tobacco‐naïve individuals to nicotine, which may predispose them to nicotine dependence and subsequent use of additional tobacco products.

    In addition, this study was able to identify particular groups with high prevalence of e‐cigarette use. Compared with those who did not use tobacco, e‐cigarette users were more likely to be younger; widowed, divorced, or separated; alcohol drinkers; marijuana users; and exposed to secondhand tobacco and less likely to be college graduates or to have high incomes. Similar patterns were shown for current smokers in this study, suggesting common determinants of tobacco use in general that are worthy of further study.

    Our study has some notable limitations. First, it is based on data from a 5‐day period before the examination, and no data were collected about lifetime e‐cigarette use. Likewise, no specific use‐pattern data were available to inform the prevalence of regular daily e‐cigarette use. Second, because there are no standard measurements to define current e‐cigarette use, comparison between our study and prior studies remains difficult, so conclusions about longitudinal trends should be drawn with caution. Third, given small sample sizes, caution is needed in interpreting unstable estimates, especially among adolescents. Finally, the pattern of e‐cigarette use is rapidly changing, and these data should be considered to represent only 2013–2014, with trends likely evolving in the years since.

    In conclusion, using data from NHANES 2013–2014, the prevalence of e‐cigarette use in the previous 5 days was 1.21% (n≈236 000) among adolescents and 2.6% (n≈5.6 million) among adults in the United States. More than two thirds of e‐cigarette users also concurrently smoked cigarettes. This study is among the first to detail the prevalence of recent e‐cigarette use in a nationally representative survey in the United States. Findings from this study may inform the tobacco regulatory agencies about the prevalence of e‐cigarette use compared with other tobacco‐use methods. In addition, this study provides baseline information about the prevalence and the pattern of e‐cigarette use that allow for monitoring of incident changes in use patterns. Providing the prevalence of e‐cigarette use by demographic and behavioral factors is crucial for identifying areas for future research and calculating the required sample size and for prioritizing and implementing group‐based interventions.

    Sources of Funding

    This research was supported by the National Heart, Lung, and Blood Institute of the National Institutes of Health and the Center for Tobacco Products under award P50HL120163. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health or the US Food and Drug Administration.




    *Correspondence to: Rana Jaber, PhD, 4902 SW 127 CT, Miami, FL 33175. E‐mail:

    Dr Jaber and Dr Mirbolouk are co–first authors.

    Dr Blaha and Dr Nasir are co–senior authors.

    An abstract of this work had news coverage at the American Heart Association Scientific Sessions, November 11–15, 2017, in Anaheim, CA.


    • 1 Bhatnagar A, Whitsel LP, Ribisl KM, Bullen C, Chaloupka F, Piano MR, Robertson RM, McAuley T, Goff D, Benowitz N; American Heart Association Advocacy Coordinating Committee, Council on Cardiovascular and Stroke Nursing, Council on Clinical Cardiology, and Council on Quality of Care and Outcomes Research . Electronic cigarettes: a policy statement from the American Heart Association. Circulation. 2014; 130:1418–1436.LinkGoogle Scholar
    • 2 Chapman SLC, Wu LT. E‐cigarette prevalence and correlates of use among adolescents versus adults: a review and comparison. J Psychiatr Res. 2014; 54:43–54.CrossrefMedlineGoogle Scholar
    • 3 Patel D, Davis KC, Cox S, Bradfield B, King BA, Shafer P, Caraballo R, Bunnell R. Reasons for current E‐cigarette use among U.S. adults. Prev Med. 2016; 93:14–20.CrossrefMedlineGoogle Scholar
    • 4 Kim AE, Arnold KY, Makarenko O. E‐cigarette advertising expenditures in the U.S., 2011–2012. Am J Prev Med. 2014; 46:409–412.CrossrefMedlineGoogle Scholar
    • 5 Farsalinos KE, Romagna G, Tsiapras D, Kyrzopoulos S, Spyrou A, Voudris V. Impact of flavour variability on electronic cigarette use experience: an internet survey. Int J Environ Res Public Health. 2013; 10:7272–7282.CrossrefMedlineGoogle Scholar
    • 6 Villanti AC, Johnson AL, Ambrose BK, Cummings KM, Stanton CA, Rose SW, Feirman SP, Tworek C, Glasser AM, Pearson JL, Cohn AM, Conway KP, Niaura RS, Bansal‐Travers M, Hyland A. Flavored tobacco product use in youth and adults: findings from the first wave of the PATH study (2013–2014). Am J Prev Med. 2017; 376:342–353.Google Scholar
    • 7 Kong G, Morean ME, Cavallo DA, Camenga DR, Krishnan‐Sarin S. Reasons for electronic cigarette experimentation and discontinuation among adolescents and young adults. Nicotine Tob Res. 2015; 17:847–854.CrossrefMedlineGoogle Scholar
    • 8 Glasser AM, Collins L, Pearson JL, Abudayyeh H, Niaura RS, Abrams DB, Villanti AC. Overview of electronic nicotine delivery systems: a systematic review. Am J Prev Med. 2017; 52:e33–e66.CrossrefMedlineGoogle Scholar
    • 9 Bunnell RE, Agaku IT, Arrazola RA, Apelberg BJ, Caraballo RS, Corey CG, Coleman BN, Dube SR, King BA. Intentions to smoke cigarettes among never‐smoking US middle and high school electronic cigarette users: National Youth Tobacco Survey, 2011–2013. Nicotine Tob Res. 2015; 17:228–235.CrossrefMedlineGoogle Scholar
    • 10 Huang L‐L, Kowitt SD, Sutfin EL, Patel T, Ranney LM, Goldstein AO. Electronic cigarette use among high school students and its association with cigarette use and smoking cessation, North Carolina Youth Tobacco Surveys, 2011 and 2013. Prev Chronic Dis. 2016; 13:E103.CrossrefMedlineGoogle Scholar
    • 11 Pearson JL, Richardson A, Niaura RS, Vallone DM, Abrams DB. E‐cigarette awareness, use, and harm perceptions in US adults. Am J Public Health. 2012; 102:1758–1766.CrossrefMedlineGoogle Scholar
    • 12 Regan AK, Promoff G, Dube SR, Arrazola R. Electronic nicotine delivery systems: adult use and awareness of the ‘e‐cigarette’ in the USA. Tob Control. 2013; 22:19–23.CrossrefMedlineGoogle Scholar
    • 13 Surgeon General's report. Chapter 2. Patterns of E‐Cigarette Use among U.S. Youth and Young Adults (in E‐Cigarette Use among Youth and young adults). Available at: Accessed February 21, 2018.Google Scholar
    • 14 Center for Disease Control and Prevention (CDC) . National Health and Nutrition Examination Survey. 2013‐2014 Public Data General Release File Documentation. Available at: Accessed May 07, 2018.Google Scholar
    • 15 Parsons VL, Moriarity C, Jonas K, Moore TF, Davis KE, Tompkins L. Design and estimation for the national health interview survey, 2006–2015. Vital Health Stat. 2014; 2:1–53.Google Scholar
    • 16 Warner KE. Frequency of E‐cigarette use and cigarette smoking by American students in 2014. Am J Prev Med. 2016; 51:179–184.CrossrefMedlineGoogle Scholar
    • 17 Stanwick R. E‐cigarettes: are we renormalizing public smoking? Reversing five decades of tobacco control and revitalizing nicotine dependency in children and youth in Canada. Paediatr Child Health. 2015; 20:101–105.CrossrefMedlineGoogle Scholar
    • 18 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. Electronic cigarette use among US adults in the Population Assessment of Tobacco and Health (PATH) Study, 2013–2014. Tob Control. 2017; 26:e117–e126.CrossrefMedlineGoogle Scholar
    • 19 Schoenborn C, Gindi R. Electronic cigarette use among adults: United States, 2014. NCHS Data Brief. 2015; 217:1–7.Google Scholar
    • 20 Delnevo CD, Giovenco DP, Steinberg MB, Villanti AC, Pearson JL, Niaura RS, Abrams DB. Patterns of electronic cigarette use among adults in the United States. Nicotine Tob Res. 2016; 18:715–719.CrossrefMedlineGoogle Scholar
    • 21 Zhu S‐H, Zhuang Y‐L, Wong S, Cummins SE, Tedeschi GJ. E‐cigarette use and associated changes in population smoking cessation: evidence from US current population surveys. BMJ. 2017; 358:j3262.CrossrefMedlineGoogle Scholar
    • 22 Cobb NK, Abrams DB. E‐cigarette or drug‐delivery device? Regulating novel nicotine products. N Engl J Med. 2011; 365:193–195.CrossrefMedlineGoogle Scholar
    • 23 Vansickel AR, Eissenberg T. Electronic cigarettes: effective nicotine delivery after acute administration. Nicotine Tob Res. 2013; 15:267–270.CrossrefMedlineGoogle Scholar
    • 24 St Helen G, Havel C, Dempsey DA, Jacob P, Benowitz NL. Nicotine delivery, retention and pharmacokinetics from various electronic cigarettes. Addiction. 2016; 111:535–544.CrossrefMedlineGoogle Scholar
    • 25 Kasza KA, Ambrose BK, Conway KP, Borek N, Taylor K, Goniewicz ML, Cummings KM, Sharma E, Pearson JL, Green VR, Kaufman AR, Bansal‐Travers M, Travers MJ, Kwan J, Tworek C, Cheng YC, Yang L, Pharris‐Ciurej N, van Bemmel DM, Backinger CL, Compton WM, Hyland AJ. Tobacco‐product use by adults and youths in the United States in 2013 and 2014. N Engl J Med. 2017; 376:342–353.CrossrefMedlineGoogle Scholar
    • 26 Miech R, Patrick ME, O'Malley PM, Johnston LD. E‐cigarette use as a predictor of cigarette smoking: results from a 1‐year follow‐up of a national sample of 12th grade students. Tob Control. 2017;1–6.MedlineGoogle Scholar


    eLetters should relate to an article recently published in the journal and are not a forum for providing unpublished data. Comments are reviewed for appropriate use of tone and language. Comments are not peer-reviewed. Acceptable comments are posted to the journal website only. Comments are not published in an issue and are not indexed in PubMed. Comments should be no longer than 500 words and will only be posted online. References are limited to 10. Authors of the article cited in the comment will be invited to reply, as appropriate.

    Comments and feedback on AHA/ASA Scientific Statements and Guidelines should be directed to the AHA/ASA Manuscript Oversight Committee via its Correspondence page.