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Racial and Gender Disparities in Substance Use among Mississippi Adolescents: The Youth Risk Behavior Survey, 2019

Precious Patrick Edet , Vincent Mendy
American Journal of Public Health Research. 2023, 11(1), 13-17. DOI: 10.12691/ajphr-11-1-3
Received January 02, 2023; Revised February 03, 2023; Accepted February 09, 2023

Abstract

Background: According to the Centers for Disease Control and Prevention, tobacco, alcohol, and marijuana are the most used substances among U.S. adolescents, and racial disparities exist. Data on substance use among Mississippi adolescents is limited. We examined racial and gender disparities in current cigarette, electronic vapor products (e.g., e-cigarette), alcohol, and marijuana use among Mississippi adolescents. We hypothesized that the prevalence of current cigarette, electronic vapor products, alcohol, and marijuana use among Mississippi adolescents differed significantly by race and gender. Methods: We analyzed data from the 2019 Mississippi Youth Risk Behavior Survey (YRBS) for 1,417 participants. We examined associations between current cigarette, electronic vapor products, alcohol, and marijuana use by race (non-Hispanic Black and non-Hispanic White) and gender (male and female) using Chi-Square tests. Results: Among Mississippi adolescents, the prevalence of current cigarette (9.7% vs. 3.7%), electronic vapor products (30.9% vs. 12.3%), and alcohol (34.6% vs. 18.2%) use were significantly higher among Whites compared to Blacks, respectively (p<0.001). Prevalence of current cigarette (8.7% vs. 4.9%, p=0.0018) and electronic vapor products (23.6% vs. 18.9%, p=0.0409) use were significantly higher among males compared to females, respectively. There was no significant racial difference in marijuana use and no gender differences for marijuana and alcohol use. Conclusion: Racial and gender disparities in substance use exist among Mississippi adolescents. Target interventions are needed to address substance use disparities among Mississippi adolescents.

1. Introduction

In America, substance use among adolescents is a persistent public health problem. Substance use in childhood poses a significant social, mental, and physical health burden on the individual using these substances and their families 1. The Centers for Disease Control and Prevention (CDC) 2 revealed that tobacco, alcohol, and marijuana are adolescents' most used substances in America. The CDC 3 predicts an estimated 5.6 million adolescent deaths (1 in 13) if the current rate of cigarette smoking continues in this population group. Mortality data show that excessive drinking causes approximately 3,500 deaths in the underage population annually 4. In 2019, an article by 5 showed that approximately 37% of U.S. high schoolers used marijuana long-term, while about 22% of U.S. high schoolers used marijuana within the past month. Patterns of substance use emerge in adolescence and include racial and gender disparities. Social and economic factors such as income, educational attainment, and employment status contribute to disparities. Racial disparities in substance use among youths are of concern, and several racial populations have been disproportionately affected. Goings et al. 6 showed that the prevalence of lifetime cigarette, alcohol, and marijuana use in youths was higher among Whites (25.6%) than Blacks (16.1%). According to Kamke et al. 7, "national rates of current smoking among adolescents between 2014 and 2017 were highest among American Indians (10.3%) and Native Hawaiians (9.5%) followed by Whites (6.6%), Latinos (5.7%), Blacks (3.3%), and Asians (2.0%)." Illegal access to drugs contributes to the high prevalence of substance use among adolescents. Youths access drugs through peers, social media, and adult acquaintances. The availability of drugs within the home also provides access to adolescents. A study by Lee et al. 8 revealed that mixed-race adolescents had the most access to marijuana, followed by Whites, Blacks, and Asians. Access to illicit substances correlates with increased substance use which aggravates the problem of substance use. The use of multiple substances in adolescence is of concern. Tobacco serves as a gateway drug to other illicit drugs. Studies show that non-Hispanic Blacks have a higher prevalence of marijuana use in e-cigarette devices than their non-Hispanic White counterparts 9. However, there was an increased prevalence in both racial groups between 2017 and 2020 9.

Cui et al. 10 report a higher prevalence of smoking in boys than girls. Exposure to smoking was higher in girls than boys, while a lower cessation appeared to be higher in boys than girls 11. Gender minorities are more acceptable today, therefore examining patterns in substance use among LGBTQ individuals is essential. The prevalence of illicit drug use is about two times higher among lesbian, gay, or bisexual teens compared to their heterosexual counterparts 12. A study by Fish et al. 13 in Canada highlighted a higher prevalence of alcohol use among sexual minority youths compared to heterosexual youths, despite a general decline in alcohol consumption among youths. Fish et al. 13 stated that "lesbian/gay and bisexual youth in Canada continue to show elevated rates of alcohol use compared with heterosexual youth." Gender disparity in alcohol use is also higher among boys than girls 14. Generally, data on gender disparities among adults is better established than youths, indicating a need for more research on this issue in adolescence. As public health providers identify best practices to tackle substance use among adolescents, understanding substance use trends and discerning vulnerable populations is crucial in developing effective target interventions.

The problem of substance use among Mississippi adolescents persists. According to the 2016 Mississippi Youth Tobacco Survey, male and female high school students had comparable differences in current e-cigarette use, at 9.1% and 11.4%, respectively 15. Furthermore, the percentage of current e-cigarette use among high school students was significantly higher in Whites than Blacks 15. In Mississippi, several studies focus on substance use among Mississippi adults, but very few studies address substance use in adolescence. Current data on racial and gender disparities in Mississippi is limited, hence this study. We hypothesize that the prevalence of cigarettes, electronic vapor products, alcohol, and marijuana use will be significantly different between non- Hispanic Black and non-Hispanic White youths and between boys and girls in Mississippi. This study aims to examine data from the 2019 Mississippi Youth Risk Behavior survey, to provide insight into the issue of substance use and its associated disparities across gender and racial groups in Mississippi.

2. Materials and Methods

2.1. Data Source

We analyzed data from the 2019 Youth Risk Behavior Survey (YRBS) for Mississippi. The YRBS is a national survey administered every odd-numbered year to students attending U.S. high schools, to assess health risk behaviors. The YRBS is part of the U.S. Centers for Disease Control and Prevention National Youth Risk Behavior Surveillance System (YRBSS). The National YRBS is administered in all U.S states, the District of Columbia, and three U.S. territories (Puerto Rico, Guam, and the U.S. Virgin Islands). The YRBS survey is reliable and valid in assessing health risk factors. The 2019 YRBS used a weighting factor to obtain a representative sample.

The Mississippi 2019 YRBS dataset used a three-stage cluster sample design to generate a sample of high school students that was representative of the state of Mississippi. The source population was 9th - 12th-grade students aged 12 - 18 who attended public, catholic, and other private schools across Mississippi (N = 1,417). The 2019 YRBS for Mississippi collected demographic characteristics such as age, race, sex, and grade level. The CDC's Institutional Review Board obtained approval for the YRBS study. Participation in the YRBS study is voluntary, and all identifiers were removed from the dataset to maintain confidentiality. Data on the current use of cigarette, electronic vapor products, alcohol, and marijuana were collected.

2.2. Substance Use - Cigarettes, Electronic Vapor Product, Alcohol, and Marijuana

Respondents were asked, “During the past 30 days, on how many days did you smoke cigarettes?” "During the past 30 days, on how many days did you use an electronic vapor product?" "During the past 30 days, on how many days did you have at least one drink of alcohol?" Possible responses were 1 = 0 day; 2 = 1 or 2 days; 3 = 3 to 5 days; 4 = 6 to 9 days; 5 = 10 to 19 days; 6 = 20 to 29 days; and 7 = All 30 days. Each variable was dichotomized into 'Yes' and 'No' responses to compute the prevalence of current use for each substance. Participants who selected 'Yes' had used each substance (cigarette, electronic vapor products, and alcohol) at least once during the past 30 days and therefore were categorized as current users of cigarettes, or electronic vapor products, or alcohol. Participants were also asked, "During the past 30 days, on how many times did you use marijuana?" Possible responses were 1 = 0 times; 2 = 1 or 2 times; 3 = 3 to 9 times; 4 = 10 to 19 times; 5 = 20 to 39 times; and 6 = 40 or more times. We calculated the prevalence of marijuana use using a dichotomous variable of 'Yes' and 'No' responses. Current marijuana users who had used marijuana at least once during the past 30 days selected 'Yes.'

2.3. Demographic Characteristics

Demographic variables included race (non-Hispanic Black and non-Hispanic White), sex (male and female), grades level (9th, 10th, 11th, and 12th), and age groups (less than 15 years old, 15 - 16 years old, and older than 16 years old.

2.4. Statistical Analysis

Current cigarette, electronic vapor products, alcohol, and marijuana use were calculated across racial and gender characteristics using Chi-Square tests to assess associations between the current use of each substance (cigarette, electronic vapor products, alcohol, and marijuana) and demographic characteristics. SAS v. 9.4 was used to conduct this analysis. The level of significance was established based on a p-value less than 0.05.

3. Results

We analyzed data from the 2019 Mississippi Youth Risk Behavior Survey (YRBS) for 1,417 participants, to examine associations between substance use and demographic characteristics, specifically race and gender. Participants’ age ranged from 12 - 18 years old. There were 691 Blacks and 726 Whites, which comprised 48.8% and 51.2% of the sample, respectively (Table 1). More than half of participants were females (50.6%) compared to males (49.0%).

Chi-Square analysis showed that among Mississippi adolescents, prevalence of current cigarette (9.7% vs. 3.7%), electronic vapor products (30.9% vs. 12.3%) and alcohol (34.6% vs. 18.2%) use were significantly higher among Whites compared to Blacks, respectively (p<0.001) (Table 2-Table 4).

Prevalence of current cigarette (8.7% vs. 4.9%, p=0.0018) and electronic vapor products (23.6% vs. 18.9%, p=0.0409) use were significantly higher among males compared to females, respectively (Table 2-Table 3). There was no significant racial difference in marijuana use and no gender differences for marijuana and alcohol use (Table 4-Table 5).

  • Table 5. Analysis of marijuana use within the past 30 days by race and gender characteristics among Mississippi adolescents, Youth Risk Behavior Survey, 2019

Our findings showed that current substance use differed by race for cigarette, electronic vapor products, and alcohol use. Based on the results, we inferred that there was an association between current substance use, specifically cigarette, electronic vapor products, and alcohol, and race. Current substance use of cigarette and electronic vapor products also differed by gender, and so we inferred that there was an association between current substance use, specifically cigarette and electronic vapor products, and gender. Therefore, depending on the substance, current substance use and demographic characteristics (race and gender) were not independent of each other.

Note: Data provided were self-reported by respondents and referred to substance use within 30 days prior to the survey. Percentages are weighted to account for the complex sampling design of the survey.

4. Discussion

This study measured White versus Black and male versus female disparities in substance use in the past 30 days, as a mechanism to explain associations between current substance use and demographic characteristics among youths in Mississippi, using data from the 2019 Mississippi Youth Risk Behavior Survey. To our knowledge, this is the first statewide study to assess gender and racial disparities in current substance use among adolescents in Mississippi. Chi-Square analysis showed that there was an association between current substance use and demographic characteristics (race and gender), and racial disparities in cigarette, electronic vapor products, and alcohol use existed and were higher among White than Black high school students. Results from our study were similar to previous studies 16, 17, which showed a higher prevalence of current tobacco use among White adolescents compared to their Black counterparts. According to Keyes et al. 18, “Black adolescents in the U.S. are less likely to use alcohol, marijuana, and tobacco compared with non-Hispanic Whites.” Despite using cigarettes much later in life than their racial counterparts, Blacks are more likely to have smoking-related health diseases as well as die from these diseases compared to other racial or ethnic groups, according to 16.

Cigarette smoking is often accompanied by alcohol use, and disparities exist 19, 20. According to the National Institute on Minority Health and Health Disparities (NIMHD) 19, the risk of alcohol use disorder (AUD) in adulthood is associated with cigarette initiation at a younger age and is higher among Whites than blacks 19. Similar to a previous study 9, our study found no significant racial differences in current marijuana use among adolescents. However, non-Hispanic Blacks (19.4%) reported a higher prevalence of ever using marijuana than non-Hispanic Whites (18.2%) adolescents, and marijuana use between 2017 and 2020 increased significantly among Black and White adolescents 9. This increase could be attributed to the social acceptance of marijuana and increased access due to the enactment of laws that legalize marijuana use across several U.S. states 9.

Gender disparities in substance use among Mississippi adolescents exist. Our study showed a higher prevalence of cigarette and electronic vapor products use within the past 30 days among males compared to females. However, according to Kong, Kuguru, & Krishnan-Sarin 21, “girls metabolized nicotine and cotinine faster than boys due to the presence of estrogen.” Girls also experienced a lesser rewarding effect from nicotine use compared to boys 21. Historical data report higher use of e-cigarettes in boys than girls, but in recent years, the gap between boys and girls has narrowed 21. A study by Yimsaard et al. 22 highlighted some reasons behind vaping. According to Yimsaard et al. 22, the most cited reasons for vaping in females and males were that vaping was “less harmful to others” (85.8%) and “less harmful than cigarettes” (85.5%),” respectively. E-cigarettes are trending among adolescents due to marketing strategies that make these products appealing to youths. Kong et al. 21 explained that marketing companies utilize strategies that focus on sporting events and sex appeal to entice male adolescents into purchasing and using e-cigarettes. E-cigarette companies also promote weight loss effects from e-cigarette use to lure girls into using these products 21. Accessibility to e-cigarettes is higher in males than females. Kong et al. 21 argue that boys access e-cigarette products by purchasing them online illegally, whereas girls borrow e-cigarette products from their peers. Ownership of e-cigarettes facilitates frequent and continuous use in boys compared to girls who have limited access.

Alcohol consumption alongside tobacco and marijuana use is illegal among adolescents in the U.S. From our findings, there was no significant difference in the prevalence of current alcohol use between males and females. Our study also reported no significant differences in the prevalence of current marijuana use between males and females. Therefore, we inferred that there was no association between current substance use, specifically alcohol and marijuana, and gender. Generally, recent data on gender differences in alcohol and marijuana use among U.S. adolescents is limited. Nonetheless, several studies provide data on racial and gender disparities in alcohol and marijuana use among U.S. adults. Further research is needed to investigate disparities in alcohol and marijuana use among youths in Mississippi as well as the United States.

5. Conclusion

Racial and gender disparities in substance use exist among Mississippi adolescents. This study identified a higher prevalence of current cigarette, electronic vapor products, and alcohol use among non-Hispanic White adolescents compared to their non-Hispanic Black counterparts. In addition, a higher prevalence of current cigarettes and electronic vapor product use was reported among males than females. Our study showed no significant racial difference in marijuana use and no gender differences in marijuana and alcohol use. Based on our findings, we concluded that there were associations between current substance use and demographic characteristics, depending on the type of substance used.

6. Implication

Substance use among Mississippi adolescents differed considerably across racial and gender groups. Tailored interventions to address disparities in substance use in adolescents are needed in Mississippi.

Acknowledgements

The authors sincerely thank Mr. David Trewolla and Ms. Stephanie McLeod of the Mississippi State Department of Health.

Conflict of Interest

The authors declare that they have no conflict of interest.

References

[1]  J. A. Kulak and K. S. Griswold, “Adolescent substance use and misuse: Recognition and management,” Am. Fam. Physician, vol. 99, no. 11, pp. 689-696.
In article      
 
[2]  Centers for Disease Control and Prevention, “Teens substance use and risks,” 2020. https://www.cdc.gov/ncbddd/fasd/features/teen-substance-use.html, (accessed Nov. 18, 2022).
In article      
 
[3]  Centers for Disease Control and Prevention, “Youth and tobacco use,” 2022. https://www.cdc.gov/tobacco/data_statistics/fact_sheets/youth_data/tobacco_use/index.htm# (accessed Nov. 10, 2022).
In article      
 
[4]  Centers for Disease Control and Prevention, “Underage drinking,” 2021. https://www.cdc.gov/alcohol/fact-sheets/underage-drinking.htm (accessed Nov. 10, 2022).
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[5]  Centers for Disease Control and Prevention, “Teens,” 2021. cdc.gov/marijuana/health-effects/teens.html (accessed Dec. 11, 2022).
In article      
 
[6]  T. C. Goings, E. Butler-Bente, T. McGovern, and M. O. Howard, “Prevalence and correlates of substance use in Black, White, and biracial Black–White adolescents: Evidence for a biracial intermediate phenomena.,” Am. J. Orthopsychiatry, vol. 86, no. 5, p. 527, 2016.
In article      View Article  PubMed
 
[7]  K. Kamke, M. Sabado-Liwag, E. J. Rodriquez, E. J. Pérez-Stable, and S. El-Toukhy, “Adolescent smoking susceptibility: gender-stratified racial and ethnic differences, 1999-2018,” Am. J. Prev. Med., vol. 58, no. 5, pp. 666-674, 2020.
In article      View Article  PubMed
 
[8]  M. H. Lee, Y. S. Kim-Godwin, and H. Hur, “Race/ethnicity differences in risk and protective factors for marijuana use among US adolescents,” BMC Public Health, vol. 21, no. 1, pp. 1-10, 2021.
In article      View Article  PubMed
 
[9]  C. V. Watson, S. Puvanesarajah, and K. F. Trivers, “Racial and ethnic differences in marijuana use in e-cigarettes among US youth in 2017, 2018, and 2020,” JAMA Pediatr., vol. 175, no. 7, pp. 746-748, 2021.
In article      View Article  PubMed
 
[10]  Y. Cui et al., “Gender differences in cigarette smoking and alcohol drinking among adolescents and young adults in Hanoi, Shanghai, and Taipei,” J. Int. Med. Res., vol. 46, no. 12, pp. 5257-5268, 2018.
In article      View Article  PubMed
 
[11]  S. A. Branstetter, J. Blosnich, G. Dino, J. Nolan, and K. Horn, “Gender differences in cigarette smoking, social correlates and cessation among adolescents,” Addict. Behav., vol. 37, no. 6, pp. 739-742, 2012.
In article      View Article  PubMed
 
[12]  U.S Department of Health and Human Services., “Substance use in adolescence,” n.d. https://opa.hhs.gov/adolescent-health/substance-use-adolescence, (accessed Dec. 15, 2022).
In article      
 
[13]  J. N. Fish, R. J. Watson, C. M. Porta, S. T. Russell, and E. M. Saewyc, “Are alcohol-related disparities between sexual minority and heterosexual youth decreasing?,” Addiction, vol. 112, no. 11, pp. 1931-1941, 2017.
In article      View Article  PubMed
 
[14]  Y. M. Terry-McElrath and M. E. Patrick, “US adolescent alcohol use by race/ethnicity: Consumption and perceived need to reduce/stop use,” J. Ethn. Subst. Abuse., vol. 19, no. 1, pp. 3-27, 2020.
In article      View Article  PubMed
 
[15]  Mississippi State Department of Health, “Youth E-cigarette use. Fact Sheet Results from the 2016 Mississippi Youth Tobacco Survey. Retrieved from,” n.d. https://msdh.ms.gov/msdhsite/_static/resources/7566.pdf, (accessed Dec. 20, 2022).
In article      
 
[16]  Centers for Disease Control and Prevention, “African American Communities Experience a Health Burden from Commercial Tobacco.,” 2022. https://www.cdc.gov/tobacco/health-equity/african-american/health-burden.html, (accessed Dec. 20, 2022).
In article      
 
[17]  S. C. Duncan, L. A. Strycker, and T. E. Duncan, “Alcohol use of African Americans and Whites from ages 9-20: Descriptive results from a longitudinal study,” J. Ethn. Subst. Abuse., vol. 11, no. 3, pp. 214-225, 2012.
In article      View Article  PubMed
 
[18]  K. M. Keyes et al., “Racial/ethnic differences in use of alcohol, tobacco, and marijuana: is there a cross-over from adolescence to adulthood?,” Soc. Sci. Med., vol. 124, pp. 132-141, 2015.
In article      View Article  PubMed
 
[19]  National Institute on Minority Health and Health Disparity., “Racial Differences in Alcohol Consumption and Smoking Behaviors,” 2021. https://www.nimhd.nih.gov/news-events/research-spotlights/racial-differences-in-alcohol-consumption-and-smoking.html, (accessed Dec. 28, 2022).
In article      
 
[20]  J. C. Harris et al., “Racial Differences in the Association Between Alcohol Drinking and Cigarette Smoking: Preliminary Findings From an Alcohol Research Program,” Alcohol Alcohol, vol. 57, no. 3, pp. 330-339, 2022.
In article      
 
[21]  G. Kong, K. E. Kuguru, and S. Krishnan-Sarin, “Gender differences in US adolescent e-cigarette use,” Curr. Addict. Rep., vol. 4, no. 4, pp. 422-430, 2017.
In article      View Article  PubMed
 
[22]  P. Yimsaard et al., “Gender differences in reasons for using electronic cigarettes and product characteristics: findings from the 2018 ITC four country smoking and vaping survey,” Nicotine Tob. Res., vol. 23, no. 4, pp. 678-686, 2021.
In article      View Article  PubMed
 

Published with license by Science and Education Publishing, Copyright © 2023 Precious Patrick Edet and Vincent Mendy

Creative CommonsThis work is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

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Precious Patrick Edet, Vincent Mendy. Racial and Gender Disparities in Substance Use among Mississippi Adolescents: The Youth Risk Behavior Survey, 2019. American Journal of Public Health Research. Vol. 11, No. 1, 2023, pp 13-17. http://pubs.sciepub.com/ajphr/11/1/3
MLA Style
Edet, Precious Patrick, and Vincent Mendy. "Racial and Gender Disparities in Substance Use among Mississippi Adolescents: The Youth Risk Behavior Survey, 2019." American Journal of Public Health Research 11.1 (2023): 13-17.
APA Style
Edet, P. P. , & Mendy, V. (2023). Racial and Gender Disparities in Substance Use among Mississippi Adolescents: The Youth Risk Behavior Survey, 2019. American Journal of Public Health Research, 11(1), 13-17.
Chicago Style
Edet, Precious Patrick, and Vincent Mendy. "Racial and Gender Disparities in Substance Use among Mississippi Adolescents: The Youth Risk Behavior Survey, 2019." American Journal of Public Health Research 11, no. 1 (2023): 13-17.
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  • Table 2. Analysis of cigarette use within the past 30 days by race and gender characteristics among Mississippi adolescents, Youth Risk Behavior Survey, 2019
  • Table 3. Analysis of electronic vapor product use within the past 30 days by race and gender characteristics among Mississippi adolescents, 2019 Youth Risk Behavior Survey
  • Table 4. Analysis of alcohol use within the past 30 days by race and gender characteristics among Mississippi adolescents, Youth Risk Behavior Survey, 2019
  • Table 5. Analysis of marijuana use within the past 30 days by race and gender characteristics among Mississippi adolescents, Youth Risk Behavior Survey, 2019
[1]  J. A. Kulak and K. S. Griswold, “Adolescent substance use and misuse: Recognition and management,” Am. Fam. Physician, vol. 99, no. 11, pp. 689-696.
In article      
 
[2]  Centers for Disease Control and Prevention, “Teens substance use and risks,” 2020. https://www.cdc.gov/ncbddd/fasd/features/teen-substance-use.html, (accessed Nov. 18, 2022).
In article      
 
[3]  Centers for Disease Control and Prevention, “Youth and tobacco use,” 2022. https://www.cdc.gov/tobacco/data_statistics/fact_sheets/youth_data/tobacco_use/index.htm# (accessed Nov. 10, 2022).
In article      
 
[4]  Centers for Disease Control and Prevention, “Underage drinking,” 2021. https://www.cdc.gov/alcohol/fact-sheets/underage-drinking.htm (accessed Nov. 10, 2022).
In article      
 
[5]  Centers for Disease Control and Prevention, “Teens,” 2021. cdc.gov/marijuana/health-effects/teens.html (accessed Dec. 11, 2022).
In article      
 
[6]  T. C. Goings, E. Butler-Bente, T. McGovern, and M. O. Howard, “Prevalence and correlates of substance use in Black, White, and biracial Black–White adolescents: Evidence for a biracial intermediate phenomena.,” Am. J. Orthopsychiatry, vol. 86, no. 5, p. 527, 2016.
In article      View Article  PubMed
 
[7]  K. Kamke, M. Sabado-Liwag, E. J. Rodriquez, E. J. Pérez-Stable, and S. El-Toukhy, “Adolescent smoking susceptibility: gender-stratified racial and ethnic differences, 1999-2018,” Am. J. Prev. Med., vol. 58, no. 5, pp. 666-674, 2020.
In article      View Article  PubMed
 
[8]  M. H. Lee, Y. S. Kim-Godwin, and H. Hur, “Race/ethnicity differences in risk and protective factors for marijuana use among US adolescents,” BMC Public Health, vol. 21, no. 1, pp. 1-10, 2021.
In article      View Article  PubMed
 
[9]  C. V. Watson, S. Puvanesarajah, and K. F. Trivers, “Racial and ethnic differences in marijuana use in e-cigarettes among US youth in 2017, 2018, and 2020,” JAMA Pediatr., vol. 175, no. 7, pp. 746-748, 2021.
In article      View Article  PubMed
 
[10]  Y. Cui et al., “Gender differences in cigarette smoking and alcohol drinking among adolescents and young adults in Hanoi, Shanghai, and Taipei,” J. Int. Med. Res., vol. 46, no. 12, pp. 5257-5268, 2018.
In article      View Article  PubMed
 
[11]  S. A. Branstetter, J. Blosnich, G. Dino, J. Nolan, and K. Horn, “Gender differences in cigarette smoking, social correlates and cessation among adolescents,” Addict. Behav., vol. 37, no. 6, pp. 739-742, 2012.
In article      View Article  PubMed
 
[12]  U.S Department of Health and Human Services., “Substance use in adolescence,” n.d. https://opa.hhs.gov/adolescent-health/substance-use-adolescence, (accessed Dec. 15, 2022).
In article      
 
[13]  J. N. Fish, R. J. Watson, C. M. Porta, S. T. Russell, and E. M. Saewyc, “Are alcohol-related disparities between sexual minority and heterosexual youth decreasing?,” Addiction, vol. 112, no. 11, pp. 1931-1941, 2017.
In article      View Article  PubMed
 
[14]  Y. M. Terry-McElrath and M. E. Patrick, “US adolescent alcohol use by race/ethnicity: Consumption and perceived need to reduce/stop use,” J. Ethn. Subst. Abuse., vol. 19, no. 1, pp. 3-27, 2020.
In article      View Article  PubMed
 
[15]  Mississippi State Department of Health, “Youth E-cigarette use. Fact Sheet Results from the 2016 Mississippi Youth Tobacco Survey. Retrieved from,” n.d. https://msdh.ms.gov/msdhsite/_static/resources/7566.pdf, (accessed Dec. 20, 2022).
In article      
 
[16]  Centers for Disease Control and Prevention, “African American Communities Experience a Health Burden from Commercial Tobacco.,” 2022. https://www.cdc.gov/tobacco/health-equity/african-american/health-burden.html, (accessed Dec. 20, 2022).
In article      
 
[17]  S. C. Duncan, L. A. Strycker, and T. E. Duncan, “Alcohol use of African Americans and Whites from ages 9-20: Descriptive results from a longitudinal study,” J. Ethn. Subst. Abuse., vol. 11, no. 3, pp. 214-225, 2012.
In article      View Article  PubMed
 
[18]  K. M. Keyes et al., “Racial/ethnic differences in use of alcohol, tobacco, and marijuana: is there a cross-over from adolescence to adulthood?,” Soc. Sci. Med., vol. 124, pp. 132-141, 2015.
In article      View Article  PubMed
 
[19]  National Institute on Minority Health and Health Disparity., “Racial Differences in Alcohol Consumption and Smoking Behaviors,” 2021. https://www.nimhd.nih.gov/news-events/research-spotlights/racial-differences-in-alcohol-consumption-and-smoking.html, (accessed Dec. 28, 2022).
In article      
 
[20]  J. C. Harris et al., “Racial Differences in the Association Between Alcohol Drinking and Cigarette Smoking: Preliminary Findings From an Alcohol Research Program,” Alcohol Alcohol, vol. 57, no. 3, pp. 330-339, 2022.
In article      
 
[21]  G. Kong, K. E. Kuguru, and S. Krishnan-Sarin, “Gender differences in US adolescent e-cigarette use,” Curr. Addict. Rep., vol. 4, no. 4, pp. 422-430, 2017.
In article      View Article  PubMed
 
[22]  P. Yimsaard et al., “Gender differences in reasons for using electronic cigarettes and product characteristics: findings from the 2018 ITC four country smoking and vaping survey,” Nicotine Tob. Res., vol. 23, no. 4, pp. 678-686, 2021.
In article      View Article  PubMed