Peer crowd affiliation as a segmentation tool for young adult tobacco use

Young adult peer crowds, e-cigarette advertising exposure, and e-cigarette use: Test of a mediation model

BACKGROUND

Young people often make lifestyle choices or engage in behaviors, including tobacco product use, based on the norms of peer crowds they affiliate with. Peer crowds are defined as reputation-based peer groups centered around lifestyle norms (e.g., Hipster, Surfer, Hip Hop). This study examined the effects of peer crowd affiliation on e-cigarette use via increased exposure to e-cigarette advertising and increased social network e-cigarette use.

METHOD

Data were collected from 1398 ethnically diverse young adults (Mean age = 22.3; SD = 3.2; 62% women) in six-month intervals over one year. Path analyses were used to test a mediation model in which advertising exposure and social network e-cigarette use at six-month follow-up were specified to mediate the effects of baseline peer crowd affiliation on current e-cigarette use at one-year follow-up.

RESULTS

Affiliations with Popular-Social and Alternative peer crowds at baseline were associated with higher e-cigarette advertising exposure at six-month follow-up. Affiliation with Popular-Social peer crowd at baseline was associated with increased social network e-cigarette use at six-month follow-up. Affiliation with Popular-Social peer crowds at baseline was found to have a statistically significant indirect effect on increased e-cigarette use at one-year follow-up via increased e-cigarette advertising exposure at six-month follow-up.

CONCLUSIONS

Better understanding Popular-Social peer crowds may be highly relevant for development of tailored media and other interventions for e-cigarette use prevention among young adults.

Young Adult Responses to Peer Crowd-Based Targeting in E-cigarette Advertisements: An Experimental Study

AIMS

To examine the effects of psychographically targeted e-cigarette advertisements on young adults.

METHODS

A total of 2100 young adults (18-29 years old) representing five peer crowds (groups with shared values, interests, and lifestyle: Mainstream, Young Professional, Hip Hop, Hipster, and Partier) were recruited from a nationwide opt-in online panel. Participants were randomly assigned to view e-cigarette advertisements featuring characters that either did or did not match their own peer crowd affiliation and evaluated advertising effectiveness using Likert-type and semantic differential scales. Participants also reported their attitudes toward using e-cigarettes.

RESULTS

No significant overall effect of peer crowd matching was observed. However, significant two-way interaction effects emerged where matching advertisements yielded higher evaluations than mismatching advertisements among those who currently do not use tobacco and nicotine products and among Mainstream participants. Advertisements featuring Mainstream characters were in general rated more highly than other advertisements. Additional analyses found significant effects of peer crowd matching among those who viewed advertisements featuring non-Mainstream characters.

CONCLUSIONS

Peer crowd-based targeting can increase the effectiveness of e-cigarette advertisements which may impact initiation among current nonusers, requiring stricter marketing regulations. More research is needed to determine if anti-tobacco messaging tailored by peer crowds may effectively counteract targeted e-cigarette marketing.

IMPLICATIONS

E-cigarette advertisements often use psychographic targeting strategies, using lifestyles, attitudes, and values. Low-risk young adults (eg, those who currently do not use tobacco and nicotine products) are susceptible to psychographically targeted e-cigarette advertisements. This may result in the initiation of e-cigarette use among young adults who would otherwise be less likely to use tobacco and nicotine products. Stricter marketing regulations for emerging tobacco and nicotine products are required to reduce marketing exposure.

Exploring factors associated with smokeless tobacco use among young people: A systematic scoping review

PURPOSE

While smoking is declining among young people, smokeless tobacco use is increasing. Identifying who is using smokeless tobacco and why is essential in preventing smokeless tobacco use. This study aimed to comprehensively explore the factors of young people's use of smokeless tobacco in western countries and identify research gaps.

METHODS

We conducted a systematic scoping review of studies that examined factors associated with smokeless tobacco use among young people (ages 13-29) from western countries published between January 2011 and September 2021. Searches were conducted in CINAHL, Medline, and Scopus. Studies on adults, total tobacco use (i.e., did not differentiate between tobacco product types), dual and multiple uses of tobacco, and studies on smokeless tobacco cessation programs were excluded.

RESULTS

A total of 160 studies were included in this scoping review. The studies were primarily undertaken in the US and the Scandinavian countries, and the majority explored smokeless tobacco use without distinguishing between the specific types. Smokeless tobacco users were more likely to be male, non-Hispanic white, engaging in physical activity, and using other substances, including cigarettes and alcohol. The role of friends and family were identified as critical factors that were related to the use of smokeless tobacco.

CONCLUSIONS

This scoping review suggests that preventative measures against smokeless tobacco use should focus on peer and family members' roles and that these measures may benefit from targeting males. Additional research, including systematic reviews on this area to validate the identified associated factors, would improve the understanding of smokeless tobacco use.

Psychographic segmentation to identify higher-risk teen peer crowds for health communications: Validation of Virginia's Mindset Lens Survey

Audience segmentation is necessary in health communications to ensure equitable resource distribution. Peer crowds, which are macro-level teen subcultures, are effective psychographic segments for health communications because each crowd has unique mindsets, values, norms, and health behavior profiles. These mindsets affect behaviors, and can be used to develop targeted health communication campaigns to reach those in greatest need. Though peer crowd research is plentiful, no existing peer crowd measurement tool has been formally validated. As such, we developed and validated Virginia's Mindset Lens Survey (V-MLS), a mindset-based teen peer crowd segmentation survey to support health communication efforts. Using an online convenience sample of teens (N = 1,113), we assessed convergent and discriminant validity by comparing the V-MLS against an existing, widely-used peer crowd survey (I-Base Survey^®) utilizing a multi-trait multi-method matrix. We also examined the V-MLS's predictive ability through a series of regressions using peer crowd scores to predict behaviors, experiences, and traits relevant to health communication campaign planning. The V-MLS demonstrated reliability and convergent and discriminant validity. Additionally, the V-MLS effectively distinguished teen peer crowds with unique health behaviors, experiences, and personal traits. When combined with appropriate information processing and campaign development frameworks, this new tool can complement existing instruments to inform message framing, tone, and style for campaigns that target at-risk teens to increase campaign equity and reach.

Reach, Receptivity, And Beliefs Associated With the Fresh Empire Campaign to Prevent and Reduce Cigarette Use Among Youth in the United States

PURPOSE

To determine the association between exposure to FDA's Fresh Empire tobacco public education campaign and tobacco-related beliefs.

DESIGN

Repeated cross-sectional data collection design with embedded longitudinal cohort over six data collection waves.

SETTING

30 US evaluation markets.

SAMPLE

Hip Hop peer crowd-identified US youth aged 12-18 (N = 5,378).

MEASURES

Self-reported brand and video ad awareness (saw any ad at least sometimes) and perceived effectiveness (1-5 scale) to describe campaign awareness and receptivity. Exogenous exposure was measured using population-adjusted broadcast and digital video impressions. Tobacco-related beliefs included beliefs about smoking risks, attitudes towards tobacco-free people and lifestyles, and normative beliefs about smoking.

ANALYSIS

Descriptive analyses of awareness, receptivity, and agreement with tobacco-related beliefs. Logistic regression models to determine the relationship between broadcast and digital video impressions and beliefs.

INTERVENTION

Fresh Empire campaign.

RESULTS

The campaign generated a high level of reach (71% brand and 66% video ad awareness at final wave) and messages were well-received (across waves 3.5-4.1 mean perceived effectiveness scores). Higher broadcast television exposure was associated with increased agreement with five beliefs related to addiction/control, being a bad influence on family/friends, and cosmetic effects of smoking (breath and attractiveness) (ORs = 1.16-1.27, (Ps < .05)).

CONCLUSION

Fresh Empire successfully reached and resonated with Hip Hop-identified youth. The campaign was associated with a limited number of targeted beliefs.

Peer crowd affiliations as predictors of prosocial and risky behaviors among college students

ObjectivesTo examine college peer crowd affiliations and prosocial and risky behaviors (academic, sexual, drug, and alcohol related risks) as well as to investigate gender as a moderator of these relations. Participants: 527 students at a public university in the Midwest in Fall 2018 (M age = 19.67, SD = 1.84). Method: Students' peer crowd affiliations were reported using an online survey. Four peer crowd dimensions were confirmed using Factor Analysis: Social (popular partiers and Greek organization members), Athletic, Arts/Diverse (students identifying strongly with a countercultural group, their race/ethnic group, and/or performing arts); and Scholastic (academic achievement and leadership). Results: Social crowd affiliations positively predicted all risk-related behaviors. Social and Scholastic affiliations positively predicted prosocial behaviors. Finally, gender significantly moderated the relations between peer crowd affiliations and risk and prosociality. Conclusions: These findings demonstrate that peer crowd affiliation and gender are important when promoting positive behaviors on campus.

Peer Crowd Identification of Young and Early Middle Adulthood Customers at Vape Shops

Vape shops specialize in the sales of e-cigarettes and other vaping products. In recent studies, young adults who use e-cigarettes have tended to identify with at-risk peer crowds. This is the first study to examine vape shop customers' clientele. Composed primarily of young adults and persons in early middle adulthood, we speculated that a relatively high prevalence of those who appeared to bystanders as radical/extreme (at-risk) customers would be identified as such at these shops. We recruited vape shops throughout Southern California (N = 44 shops), and trained teams of data collectors visited each of the consented vape shops, making note of 451 customers' appearance, including features such as manner of dress, presence of tattoos, and hairstyles. Customers were then coded as either belonging to a conventional, progressive, or radical/extreme crowd based on outward appearance. Of the customers observed, 223 (49%) were rated as appearing to be in the conventional crowd; 169 (38%) were rated as appearing to be in the progressive crowd, and only 59 (13%) were rated as appearing to be in the radical/extreme crowd. The conventional crowd tended to appear older. Clientele may reflect that more conventional young and early middle age adults are tempted to visit vape shops due to perceptions of greater acceptability or safety of e-cigarettes. E-cigarette mass media campaigns aimed at protecting potential vape shop customers from harm may need to depict more conservative-looking characters.

"It's Not Too Aggressive": Key Features of Social Branding Anti-Tobacco Interventions for High-Risk Young Adults

Purpose. Peer crowd-targeted campaigns are a novel approach to engage high-risk young adults in tobacco use prevention and cessation. We elicited the perspectives of young adult key informants to understand how and why two social branding interventions were effective: (1) "COMMUNE," designed for "Hipsters" as a movement of artists and musicians against Big Tobacco, and (2) "HAVOC," designed for "Partiers" as an exclusive, smoke-free clubbing experience. Design. Qualitative study (27 semistructured qualitative phone interviews). Setting. Intervention events held in bars in multiple U.S. cities. Participants: Twenty-seven key informants involved in COMMUNE or HAVOC as organizers (e.g., musicians, event coordinators) or event attendees. Measures. We conducted semistructured, in-depth interviews. Participants described intervention events and features that worked or did not work well. Analysis. We used an inductive-deductive approach to thematically code interview transcripts, integrating concepts from intervention design literature and emergent themes. Results: Participants emphasized the importance of fun, interactive, social environments that encouraged a sense of belonging. Anti-tobacco messaging was subtle and nonjudgmental and resonated with their interests, values, and aesthetics. Young adults who represented the intervention were admired and influential among peers, and intervention promotional materials encouraged brand recognition and social status. Conclusion. Anti-tobacco interventions for high-risk young adults should encourage fun experiences; resonate with their interests, values, and aesthetics; and use subtle, nonjudgmental messaging.

Young Adult JUUL Users' Beliefs About JUUL

PURPOSE

The purpose of this study was to test beliefs (risks to individual health, tobacco industry affiliation, and harm to others) with young adult current JUUL users to prompt decreased JUUL use.

METHODS

An explanatory sequential mixed-method design was used. Undergraduates aged 18-24 years at a large southwest university who owned and used a JUUL at least once a week completed an online survey (n = 667) in March 2019. Participant reactions to 6 JUUL-specific statements (harm to lungs and brain, tobacco industry ownership, communication device inside JUUL, harm to others and the environment) were assessed. Then, 51 participants completed an in-person interview 1-2 weeks later to explain what influenced their responses.

RESULTS

Across beliefs, females were more likely and those who used other tobacco products were less likely to say they would reduce JUUL use. Beliefs about harm to the brain, others, and the environment had the most influence on interview participants. Tobacco industry affiliation with JUUL was not viewed negatively and likely would not affect participant decisions.

CONCLUSIONS

Messaging developed for other tobacco products may not have the same impact with young adult JUUL users. These findings provide guidance to tobacco use regulators by informing marketing message regulations to prevent initiation or prolonged use of JUUL and other pod-based products.

Using Peer Crowd Affiliation to Address Dual Use of Cigarettes and E-Cigarettes among San Francisco Bay Area Young Adults: A Cross Sectional Study

Given the emerging tobacco landscape, dual use of cigarettes and e-cigarettes has increased among young adults, but little is known about its associated factors. Peer crowds, defined as macro-level connections between individuals with similar core values (e.g., "Hip Hop" describing a group that prefers hip hop music and values strength, honor, and respect), are a promising way to understand tobacco use patterns. We examined associations between peer crowds and tobacco use patterns by using data from a cross sectional survey of 1340 young adults in the San Francisco Bay Area in 2014. Outcomes were the past 30-day use of: neither cigarettes nor e-cigarettes; cigarettes but not e-cigarettes; e-cigarettes but not cigarettes; and both cigarettes and e-cigarettes. Peer crowds included Hipster, Hip Hop, Country, Partier, Homebody, and Young Professional. Multinomial regression analysis indicated that peer crowds were significantly associated with different tobacco use patterns. Compared to Young Professionals, Hip Hop and Hipster crowds were more likely to dual use; Hipsters were more likely to use e-cigarettes only, and Country participants were more likely to smoke cigarettes only. These findings suggest that tobacco control campaigns and cessation interventions should be tailored to different young adult peer crowds and address poly-tobacco use.

The Vaping Teenager: Understanding the Psychographics and Interests of Adolescent Vape Users to Inform Health Communication Campaigns

Background:

Adolescent vaping continues to rise, yet little is known about teen vape users beyond demographics. Effective intervention requires a deeper understanding of the psychographics and interests of adolescent vape users to facilitate targeted communication campaigns.

Methods:

We analyzed the 2017-2018 weighted cross-sectional online survey data from Virginia high school students (N = 1594) to identify and describe subgroups of adolescents who vaped. Participants reported 30-day vape use, identification with 5 peer crowds (Alternative, Country, Hip Hop, Mainstream, Popular), social prioritization, agreement with personal values statements, social media and smartphone use, and television and event preferences. We compared vaping rates and frequency by peer crowd using a chi-square analysis with follow-up testing to identify higher-risk crowds and confirmed associations using binary and multinomial logistic regression models with peer crowd scores predicting vaping, controlling for demographics. We then used chi-square and t tests to describe the psychographics, media use, and interests of higher-risk peer crowds and current vape users within those crowds.

Results:

Any current vaping was the highest among those with Hip Hop peer crowd identification (25.4%), then Popular (21.3%). Stronger peer crowd identification was associated with increased odds of any current vaping for both crowds, vaping on 1 to 19 days for both crowds, and vaping on 20 to 30 days for Hip Hop only. Compared with other peer crowds and non-users, Hip Hop and Popular youth and current vape users reported greater social prioritization and agreement with values related to being social and fashionable. Hip Hop and Popular youth and current vape users reported heavy Instagram and Snapchat use, as well as unique television show and event preferences.

Conclusions:

Hip Hop and Popular adolescents are most likely to vape and should be priority audiences for vaping prevention campaigns. Findings should guide the development of targeted health communication campaigns delivered via carefully designed media strategies.

Social marketing interventions to promote physical activity among 60 years and older: a systematic review of the literature

BACKGROUND

Falls are a significant source of morbidity in people aged 65 and over, affecting one in three people in this age group. The scientific evidence indicates that physical activity is the most effective method for preventing falls among seniors. Although public health professionals often use social marketing to design and plan successful interventions, its use to promote physical activity and prevent falls among older people remains low. This article aims to provide a new systematic literature review of social marketing interventions promoting physical activity and targeting people aged 60 and over.

METHODS

Following CRD's guidance and PRISMA guidelines, we searched between January 2008 and July 2019 for relevant articles in five primary databases using predefined search and inclusion criteria. Two independent reviewers analysed the selected articles to identify evidence of the seven social marketing benchmark criteria, defined by experts in the field as the common elements that contribute to social marketing success.

RESULTS

The final review included nine studies. Of the studies selected, three specifically targeted over 60-year-olds, whereas the others segmented the population into several age-based subcategories, including over 60-year-olds. Eight studies highlighted positive results for the participants with an increase in participation or an increase in physical activity level. None of the nine studies selected for this systematic review implemented the entire social marketing approach.

CONCLUSION

Few published interventions use the seven social marketing criteria. Further research is required to encourage uptake and inclusion in successful social marketing interventions to increase program effectiveness in this target population.

Impact of Home Quarantine on Physical Activity Among Older Adults Living at Home During the COVID-19 Pandemic: Qualitative Interview Study

Background

Older adults and those with pre-existing medical conditions are at risk of death from severe acute respiratory syndrome coronavirus 2 (SARS CoV-2). In this period of quarantine, one of the reasons for going out is physical activity. This issue is important, as the impact of a sedentary lifestyle might be lower for children and young adults, but is far more severe for older adults. Although older adults need to stay at home because they have a higher risk of coronavirus disease (COVID-19), they need to avoid a sedentary lifestyle. Physical activity is important for older adults, especially to maintain their level of independence, mental health, and well-being. Maintaining mobility in old age is necessary, as it may predict loss of independence in older adults.

Objective

Our first objective was to evaluate the impact of this quarantine period on physical activity programs and on the physical and mental health of older adults. Our second objective was to discuss alternatives to physical activity programs that could be suggested for this population to avoid a sedentary lifestyle.

Methods

We conducted a qualitative survey using semistructured interviews with professionals (managers in charge of physical activity programs for older adults and sports trainers who run these physical activity programs) from the French Federation of Physical Education and Voluntary Gymnastics (FFPEVG) and older adults participating in a physical activity program of the FFPEVG. We followed a common interview guide. For analysis, we carried out a thematic analysis of the interviews.

Results

This study suggests that the COVID-19 epidemic has affected, before quarantine measures, the number of seniors attending group physical activity programs in the two study territories. In addition, despite the decline in their participation in group physical activities before the quarantine, older adults expressed the need to perform physical activity at home. There is a need to help older adults integrate simple and safe ways to stay physically active in a limited space. A national policy to support older adults for physical activity at home appears essential in this context.

Conclusions

Given the results of our study, it seems necessary to globally communicate how important it is for older adults to maintain physical activity at home. We are concerned about the level of independence and mental health state of older adults after the end of quarantine if there is no appropriate campaign to promote physical activity among them at home.

Awareness of and Receptivity to the Fresh Empire Tobacco Public Education Campaign Among Hip Hop Youth

PURPOSE

The aim of the study was to assess awareness of and receptivity to the U.S. Food and Drug Administration's Fresh Empire tobacco public education campaign designed to reach Hip Hop-identified youth, who are at higher smoking risk.

METHODS

The evaluation uses a randomized treatment-control design with 15 campaign-targeted treatment and 15 control markets. We conducted surveys among 12- to 17-year-olds before campaign launch and at approximately 6-month intervals. Analyses explore treatment-control differences in Fresh Empire brand and video advertisement awareness at individual survey rounds and over time and perceived effectiveness of advertisements.

RESULTS

Awareness of the Fresh Empire brand was higher among youth in treatment than control markets following campaign launch (ps < .01). Awareness of the Fresh Empire brand increased more in treatment than control over time (adjusted odds ratio = 3.26, 95% confidence interval = 1.90-5.58). At follow-ups 1 and 3, youth in treatment (vs. control) were more likely to report high and less likely to report low awareness of video advertisements (ps < .05). There were no treatment-control differences in video awareness at follow-up 2 (not significant). Fresh Empire video advertisements had perceived effectiveness scores ranging from 3.66 to 4.11 (1-5 scale) across three survey rounds.

CONCLUSIONS

Among the campaign audience of Hip Hop-identified youth, awareness of the Fresh Empire campaign was higher in treatment than control markets at individual survey rounds, and increases in campaign awareness were greater in treatment than control markets over time. Campaign advertisements also elicited positive audience reactions. Findings suggest that heavily digital campaigns may take longer to achieve Centers for Disease Control and Prevention-recommended 75% quarterly awareness.

Join the Commune: A Controlled Study of Social Branding Influencers to Decrease Smoking Among Young Adult Hipsters

PURPOSE

To evaluate the impact of a Social Branding intervention in bars and nightclubs on smoking behavior.

DESIGN

Quasi-experimental controlled study.

SETTING

Bars and nightclubs in San Diego and San Francisco (intervention) and Los Angeles (control).

PARTICIPANTS

"Hipster" young adults (age 18-26) attending bars and nightclubs.

INTERVENTION

Anti-tobacco messages delivered through monthly anti-tobacco music/social events, opinion leaders, original art, direct mail, promotional activities, and online media.

MEASURES

A total of 7240 surveys were collected in 3 cities using randomized time location sampling at baseline (2012-2013) and follow-up (2015-2016); data were analyzed in 2018. The primary outcome was current smoking.

ANALYSIS

Multivariable logistic regression assessed correlates of smoking, adjusting for covariates including electronic cigarette use; differences between cities were evaluated using location-by-time interactions.

RESULTS

Smoking in San Francisco decreased at a significantly faster rate (51.1%-44.1%) than Los Angeles (45.2%-44.5%) (P = .034). Smoking in San Diego (mean: 39.6%) was significantly lower than Los Angeles (44.8%, P < .001) at both time points with no difference in rate of change. Brand recall was not associated with smoking behavior, but recall was associated with anti-tobacco attitudes that were associated with smoking.

CONCLUSION

This is the first controlled study of Social Branding interventions. Intervention implementation was accompanied by decreases in smoking (San Francisco) and sustained lower smoking (San Diego) among young adult bar patrons over 3 years.

Peer crowd-based targeting in E-cigarette advertisements: a qualitative study to inform counter-marketing

Background

Cigarette lifestyle marketing with psychographic targeting has been well documented, but few studies address non-cigarette tobacco products. This study examined how young adults respond to e-cigarette advertisements featuring diverse peer crowds – peer groups with shared identities and lifestyles – to inform tobacco counter-marketing design.

Methods

Fifty-nine young adult tobacco users in California participated in interviews and viewed four to five e-cigarette advertisements that featured characters from various peer crowd groups. For each participant, half of the advertisements they viewed showed characters from the same peer crowd as their own, and the other half of the advertisements featured characters from a different peer crowd. Advertisements were presented in random order. Questions probed what types of cues are noticed in the advertisements, and whether and how much participants liked or disliked the advertisements.

Results

Results suggest that participants liked and provided richer descriptions of characters and social situations in the advertisements featuring their own peer crowd more than the advertisements featuring a different peer crowd. Mismatching age or device type was also noted: participants reported advertisements showing older adults were not intended for them. Participants who used larger vaporizers tended to dislike cigalike advertisements even if they featured a matching peer crowd.

Conclusion

Peer crowd and lifestyle cues, age and device type are all salient features of e-cigarette advertising for young adults. Similarly, educational campaigns about e-cigarettes should employ peer crowd-based targeting to engage young adults, though messages should be carefully tested to ensure authentic and realistic portrayals.

Who Uses Tobacco Products? Using Peer Crowd Segmentation to Identify Youth at Risk for Cigarettes, Cigar Products, Hookah, and E-Cigarettes

Background: Understanding which adolescents are at greatest risk for cigarettes and other tobacco products is critical to inform tailored and targeted interventions. Objectives: We used peer crowds (macro-level subcultures) to identify subgroups of adolescents at-risk for using and being open to using cigarettes; cigars, cigarillos, and little cigars (cigar products); hookah; e-cigarettes; any tobacco product; and multiple products. Methods: In 2017, youth ages 12-17 in five U.S. states completed cross-sectional surveys (n = 1,167). Participants provided data on cigarette use (experimentation) and openness to use (susceptibility); cigar product, hookah, and e-cigarette use (ever use) and openness to use (curiosity); and identification with five peer crowds (Alternative, Country, Hip Hop, Mainstream, Popular). We used chi-square tests to compare rates by peer crowd, and multivariate logistic regressions to assess odds of use and openness for each crowd (reference: Mainstream). Results: Risk differed by peer crowd. Hip Hop youth reported high rates of use, ranging from 12.8% (cigarettes) to 33.4% (e-cigarettes). Regressions revealed increased odds of use for Hip Hop compared to Mainstream for all products, especially cigar products and multi-product use. Popular (cigar products, e-cigarettes) and Alternative (cigarettes) demonstrated increased odds of use compared to Mainstream. We also observed elevated odds of cigarette openness among Alternative, Country, and Hip Hop youth, and of hookah openness among Hip Hop and Popular youth compared to Mainstream. Conclusions/Importance: Peer crowd-tailored cigarette education campaigns can be extended to address other tobacco product risk, especially for higher-risk peer crowds such as Hip Hop.

Youth peer crowds and risk of cigarette use: The effects of dual peer crowd identification among hip hop youth

Introduction

Recent research has found that the Hip Hop peer crowd has a strong link to risky health behaviors, including tobacco use. The current study expands on previous research on the Hip Hop peer crowd by investigating the nuances of the effects on cigarette risk that Hip Hop identification has in combination with other peer crowds.

Methods

Targeted social media advertisements were used to recruit youth to complete an online survey. Participants (n = 4681) self-reported peer crowd identification via the I-Base Survey™, and cigarette smoking status. Smoking status was compared between peer crowd groups consisting of participants who had identification with only one peer crowd, and those who had identification with the Hip Hop peer crowd and one other crowd (i.e., Hip Hop dual peer crowd identification).

Results

Significant differences in cigarette status were observed among the dual and single peer crowd groups. Specifically, differences in cigarette Non-susceptible Non-triers and Experimenters demonstrated that youth who identified as Mainstream Only were at lowest risk while youth who identified as Hip Hop/Alternative had the highest rates of cigarette experimentation. There were no differences between peer crowd groups on proportions of Susceptible Non-triers.

Conclusions

Examining dual peer crowd identifications provides a nuanced understanding of risk. Dual identification with Hip Hop seems to have differential effects compared to solo identification with other crowds, whereby Hip Hop identification may increase cigarette experimentation when combined with another peer crowd. Findings demonstrate the potential of considering multiple peer crowd identification to inform public education campaign development.

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Peer crowds have previously investigated the Hip Hop peer crowd in isolation.

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FDA's multicultural youth tobacco education campaign tailors messages Hip Hop peer crowd.

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Data comes from the first nationally-recruited sample of youth peer crowd and smoking.

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Peer crowds had differential levels of risk based on dual membership.

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Hip Hop peer crowd targeting should consider the effects of other peer crowds.

Patterns of Alcohol, Tobacco, and Substance Use Among Young Adult Peer Crowds

INTRODUCTION

The association between peer crowd identification and substance use is well documented among adolescents, but less is known about substance use among young adult peer crowds.

METHODS

This study leverages data from the Truth Initiative Young Adult Cohort Study (Wave 8, June-July 2015), a nationally representative cohort sample of young adults aged 18-34 years. The current cross-sectional analyses (conducted in 2018) focused on 1,341 individuals aged 18-24 years in this sample. Participants reported their peer crowd identification and current use of alcohol, marijuana, other drugs, and tobacco (cigarettes, little cigars/cigarillos, e-cigarettes, hookah, smokeless tobacco). Adjusted logistic regression models assessed associations between peer crowd identification and substance use.

RESULTS

In general, young adults who identified as homebody, young professional, or religious had lower odds of substance use than their counterparts. Young adults who identified as social/partier were more likely to be current users of alcohol, marijuana, any tobacco, cigarettes, and e-cigarettes than those who did not identify as social/partier. Those who identified as alternative were more likely to be current users of marijuana and other drugs than those not identified as alternative. Those who identified as country were more likely than those not identified as country to be current users of cigarettes and smokeless tobacco. Those who identified as hip hop were more likely to be current users of marijuana and e-cigarettes.

CONCLUSIONS

Peer crowd identification is associated with substance use among young adults. These findings can help identify target populations for prevention and cessation interventions and inform intervention design and delivery.

Social Norms and Smoking Risk in iTaukei Fijian Adolescent Women

OBJECTIVE

To investigate the association of a variety of social smoking exposures with cigarette smoking among iTaukei adolescent women in Fiji.

METHODS

Self-report data were collected in a representative sample of school-going iTaukei adolescent women (n=523). We fitted logistic regression models of current cigarette smoking with school, peer, media, and other social exposures to smoking as predictors.

RESULTS

Current cigarette smoking was associated with exposure to close friend, peer, and routine social smoking as well as higher prevalence of school peer smoking, but not parent tobacco use and media smoking exposures-in our fully adjusted model.

CONCLUSIONS

Peer and school-based smoking exposures may increase cigarette smoking risk in school-going iTaukei adolescent women and may be strategic interventional targets to augment existing preventive approaches.

Peer crowd segmentation for targeting public education campaigns: Hip hop youth and tobacco use

This study examines the potential association between strength of Hip Hop peer crowd identification and tobacco use in one of the first large samples of Hip Hop youth in the United States. Data are from a geographically-targeted, address-based convenience sample of 2194 youths aged 12–17 who identify with the Hip Hop peer crowd collected via in-person and web interviews in 30 U.S. media markets in 2015. We examined strength of Hip Hop peer crowd identification, perceived peer tobacco use, and tobacco use outcomes. Overall, 18.3% of Hip Hop youth reported current blunt (cigar with added marijuana) use, followed by electronic cigarettes (e-cigarettes) (11.6%), cigar (without added marijuana) (8.8%), hookah (6.5%), and cigarette (5.6%) use. Stronger Hip Hop peer crowd identification was associated with increased odds of using cigarettes (OR = 2.25, p < 0.05), cigars (OR = 2.14, p < 0.05), and blunts (OR = 1.61, p < 0.05), controlling for demographic characteristics and perceived peer tobacco use. Results suggest that a Hip Hop peer crowd–targeted public education prevention campaign for youth can be promising for a variety of tobacco products.

From Apple to Werewolf: A content analysis of marketing for e-liquids on Instagram

INTRODUCTION

With the growing popularity of refillable e-cigarettes and recent FDA regulatory action on e-liquid warning labels, e-liquids are an increasingly important area of study. At present, however, little is known about how e-liquids are marketed. This study examined e-liquid marketing on the visual social media platform Instagram, on which users have created significant amounts of e-cigarette related content.

METHODS

A systematic, random sample of Instagram posts with either #eliquid or #ejuice was collected from the Instagram API during one week in May 2017 and in October 2017 using the Netlytic application. A final sample of 1000 posts was analyzed using qualitative content analysis to discern e-liquid themes, claims, promotions, and products promoted.

RESULTS

Of the 1000 posts, 61.1% promoted e-liquid. These posts were most frequently made by vape shops and ambassadors/representatives. Almost 80% of promotional posts featured a flavored e-liquid. Posts focused largely on e-liquids tasting good (35.4%) or being cool/edgy (19.0%). Many posts made use of Instagram's visual nature to share creative label designs. Just over a third of posts made some claim about e-liquid benefits or quality, with smokeless tobacco claims being most common. Although posts most commonly originated from the United States, posts made from Indonesia and the United Kingdom were also common.

CONCLUSIONS

E-liquid marketing on Instagram emphasizes positive experiences, personalization, and aspirational identities rather than explicit health and cessation claims. Appeal to youth is a significant concern based both on marketing strategies and the demographics of Instagram users.

Differential Associations Between Anti-Tobacco Industry Attitudes and Intention to Quit Smoking Across Young Adult Peer Crowds

PURPOSE

To compare the relationship between anti-tobacco industry attitudes and intention and attempts to quit smoking across 6 young adult peer crowds.

DESIGN

A cross-sectional bar survey in 2015.

SETTING

Seven US cities (Albuquerque, Los Angeles, Nashville, Oklahoma City, San Diego, San Francisco, and Tucson).

PARTICIPANTS

Two thousand eight hundred seventeen young adult bar patrons who were currently smoking.

MEASURES

Intention to quit in the next 6 months and having made a quit attempt in the last 12 months were binary outcomes. Anti-industry attitudes were measured by 3 items indicating support for action against the tobacco industry. Peer crowd affiliation was measured using the I-Base Survey.

ANALYSIS

Adjusted multivariable logistic regression models examined the association between anti-industry attitudes and the outcomes for the total sample and for each peer crowd.

RESULTS

Overall, anti-industry attitudes were positively associated with both intention to quit (odds ratio [OR] = 1.37, 95% confidence interval [CI] = 1.24-1.52) and attempt to quit (OR = 1.14, 95% CI = 1.03-1.27). Intriguingly, the relationship between anti-industry attitudes and intention to quit differed by peer crowd affiliation, with significant associations for Homebody, Partier, Hipster, and Hip Hop, but not for Young Professional and Country.

CONCLUSIONS

Developing health communication messages that resonate with unique peer crowd values can enhance the relevance of public health campaigns. Tobacco control practitioners should tailor anti-industry messages to promote intention to quit smoking among the highest risk young adults.

Patterns and Correlates of Tobacco and Cannabis co-use by Tobacco Product Type: Findings from the Virginia Youth Survey

BACKGROUND

Cannabis use is more common among tobacco users than nonusers, and co-use (i.e., use of both substances individually) may be increasing. Better understanding of patterns and correlates of co-use is needed. The current study aimed to compare rates and correlates of tobacco and cannabis co-use by tobacco product among youth.

METHODS

High school students who completed the 2013 Virginia Youth Survey and reported past 30-day tobacco use (cigarette, smokeless tobacco, cigar) were included (n = 1390). Prevalence of past 30-day tobacco-only and cannabis co-use was calculated. Demographic, tobacco, and other substance use characteristics were compared by co-use status. Multivariate logistic regression models examined correlates of co-use overall and by tobacco product.

RESULTS

Over half of tobacco users were co-users. Poly-tobacco use, particularly combusted tobacco, was more prevalent among co-users. Past 30-day alcohol use and lifetime other illegal drug use/prescription drug misuse were common correlates of co-use. Black Non-Hispanic (NH) race/ethnicity was associated with co-use when restricted to cigarette users. "Other" race/ethnicity was associated with co-use in the overall model and when restricted to cigar users. Past 30-day cigarette smoking was associated with co-use in all models except among cigar smoking co-users. Conclusions/Importance: Rates and correlates of tobacco and cannabis co-use were not uniform and differed by tobacco product type. Tobacco and cannabis co-users may be at greater risk for negative health effects associated with inhaled tobacco and other risky substance use. The efficacy of prevention efforts may be improved if risk factors associated with product-specific co-use are considered.

Freedom From Chew: Using Social Branding to Reduce Chewing Tobacco Use Among Country Peer Crowd Teens

Background. Peer crowds are macro-level, reputation-based subcultures with shared preferences, values, and behavior. The Country peer crowd has been the focus of tobacco industry research and marketing but has yet to be the primary focus of public health research. The current study explores the utility of Down and Dirty, a Social Branding tobacco education campaign, in changing Virginia Country teens’ chewing tobacco-related attitudes and behavior. The relationship between chew use and Country peer crowd identification was also explored. Method. To evaluate the campaign, a cross-sectional survey was administered online for 3 years from 2014 to 2016. Responses were collected via social media advertisements targeting 13- to 18-year-old Country youth from Virginia (total n = 1,264). Participants reported peer crowd identification, chew-related attitudes and behavior, and campaign engagement and appeal. Results. Compared with Wave 1, Waves 2 and 3 Country teens who engaged with Down and Dirty had greater odds of holding strong attitudes against chew. Among campaign-engaged Country teens, odds of chew use were lower at Waves 2 and 3, and lower odds were associated with liking the campaign. Related to chew prevalence, Country teens demonstrated greater odds of past 30-day chew use compared to non-Country teens, and higher Country identification was associated with greater odds of chew use. Discussion. Down and Dirty is a promising intervention associated with positive attitudinal and behavioral outcomes for high-risk Country teens. Additionally, this study helps document tobacco-related behavioral patterns of the Country peer crowd, a priority for ongoing tobacco education, especially around chew.

The Hip Hop peer crowd: An opportunity for intervention to reduce tobacco use among at-risk youth

INTRODUCTION

Peer crowds, peer groups with macro-level connections and shared norms that transcend geography and race/ethnicity, have been linked to risky health behaviors. Research has demonstrated that Hip Hop peer crowd identification, which is common among multicultural youth, is associated with increased risk of tobacco use. To address this, the FDA Center for Tobacco Products created Fresh Empire, the first national tobacco education campaign tailored for Hip Hop youth aged 12-17 who are multicultural (Hispanic, African American, Asian-Pacific Islander, or Multiracial). As part of campaign development, peer crowd (Hip Hop, Mainstream, Popular, Alternative, Country) and cigarette smoking status were examined for the first time with a nationally recruited sample.

METHODS

Youth were recruited via targeted social media advertisements. Participants aged 13-17 (n = 5153) self-reported peer crowd identification via the I-Base Survey™ and cigarette smoking status. Differences in smoking status by peer crowd were examined using chi-square and followed up with z-tests to identify specific differences.

RESULTS

Alternative youth were most at risk of cigarette smoking, followed by Hip Hop. Specifically, Hip Hop youth were significantly less likely to be Non-susceptible Non-triers than Popular, Mainstream, and Country youth, and more likely to be Experimenters than Popular and Mainstream youth.

CONCLUSIONS

Representative studies show that Alternative is relatively small compared to other high-risk crowds, such as the Hip Hop peer crowd. The current research underscores the potential utility of interventions tailored to larger at-risk crowds for campaigns like Fresh Empire.

Peer Crowd Identification and Adolescent Health Behaviors: Results From a Statewide Representative Study

Purpose. Peer crowds are macro-level subcultures that share similarities across geographic areas. Over the past decade, dozens of studies have explored the association between adolescent peer crowds and risk behaviors, and how they can inform public health efforts. However, despite the interest, researchers have not yet reported on crowd size and risk levels from a representative sample, making it difficult for practitioners to apply peer crowd science to interventions. The current study reports findings from the first statewide representative sample of adolescent peer crowd identification and health behaviors. Methods. Weighted data were analyzed from the 2015 Virginia Youth Survey of Health Behaviors ( n = 4,367). Peer crowds were measured via the I-Base Survey™, a photo-based peer crowd survey instrument. Frequencies and confidence intervals of select behaviors including tobacco use, substance use, nutrition, physical activity, and violence were examined to identify high- and low-risk crowds. Logistic regression was used to calculate adjusted odds ratios for each crowd and behavior. Results. Risky behaviors clustered in two peer crowds. Hip Hop crowd identification was associated with substance use, violence, and some depression and suicidal behaviors. Alternative crowd identification was associated with increased risk for some substance use behaviors, depression and suicide, bullying, physical inactivity, and obesity. Mainstream and, to a lesser extent, Popular, identities were associated with decreased risk for most behaviors. Conclusions. Findings from the first representative study of peer crowds and adolescent behavior identify two high-risk groups, providing critical insights for practitioners seeking to maximize public health interventions by targeting high-risk crowds.

Fighting Fire With Fire: Using Industry Market Research to Identify Young Adults at Risk for Alternative Tobacco Product and Other Substance Use

Limited public health research has used psychographic profiling to segment young adults and examine their substance use behaviors. We aimed to conduct market research to identify young adult market segments at risk for alternative tobacco products (ATPs), alcohol, and marijuana use. Substance use; psychographics per the Values, Attitudes, and Lifestyle Scale (VALS); and other key variables were assessed at baseline in a longitudinal study of 3,418 students aged 18-25 from seven colleges/universities in the state of Georgia. Cluster analysis was conducted on VALS factors to identify distinct segments. Regression examined segments in relation to substance use risk. Past 30-day use prevalence for each substance was as follows: cigarettes, 13.3%; little cigars/cigarillos (LCCs), 11.2%; smokeless tobacco (SLT), 3.6%; e-cigarettes, 10.9%; hookah, 12.2%; alcohol, 63.1%; and marijuana, 19.0%. Five segments were identified, created, and named: Conventionals, Simple Lifes, Open Minds, Confident Novelty-seekers, and Stoic Individualists. Controlling for sociodemographics, Open Minds, Confident Novelty-seekers, and Stoic Individualists (vs. Conventionals [referent]) were more likely to smoke cigarettes. Confident Novelty-seekers were more likely to use LCCs. Simple Lifes were less likely to use SLT. Open Minds and Confident Novelty-seekers were more likely to use e-cigarettes. Open Minds were more likely and Simple Lifes were less likely to use hookah. Open Minds were more likely to use alcohol; Simple Lifes and Stoic Individualists were less likely to use alcohol. Open Minds were more likely to use marijuana. Market research is an effective strategy for identifying young adults at risk for using distinct ATPs and can inform targeted health campaigns and cessation interventions.

Bars, Nightclubs, and Cancer Prevention: New Approaches to Reduce Young Adult Cigarette Smoking

INTRODUCTION

Tobacco contributes to multiple cancers, and it is largely preventable. As overall smoking prevalence in California declines, smoking has become concentrated among high-risk groups. Targeting social/cultural groups (i.e., "peer crowds") that share common values, aspirations, and activities in social venues like bars and nightclubs may reach high-risk young adult smokers. Lack of population data on young adult peer crowds limits the ability to assess the potential reach of such interventions.

METHODS

This multimodal population-based household survey included young adults residing in San Francisco and Alameda counties. Data were collected in 2014 and analyzed in 2016. Multivariable logistic regressions assessed smoking by sociodemographic factors, attitudes, self-rated health, peer crowd affiliation, and bar/nightclub attendance.

RESULTS

Smoking prevalence was 15.1% overall; 35.3% of respondents sometimes or frequently attended bars. In controlled analyses, bar attendance (AOR=2.13, 95% CI=1.00, 4.53) and binge drinking (AOR=3.17, 95% CI=1.59, 6.32) were associated with greater odds of smoking, as was affiliation with "Hip Hop" (AOR=4.32, 95% CI=1.48, 12.67) and "Country" (AOR=3.13, 95% CI=1.21, 8.09) peer crowds. Multivariable models controlling for demographics estimated a high probability of smoking among bar patrons affiliating with Hip Hop (47%) and Country (52%) peer crowds.

CONCLUSIONS

Bar attendance and affiliation with certain peer crowds confers significantly higher smoking risk. Interventions targeting Hip Hop and Country peer crowds could efficiently reach smokers, and peer crowd-tailored interventions have been associated with decreased smoking and binge drinking. Targeted interventions in bars and nightclubs may be an efficient way to address these cancer risks.