Current hypotheses also suggest that the association between vicarious racism and substance use may depend on the strength of ethnic identity. Therefore, additional logistic regression models investigated the moderating role of ethnic identity. After centering vicarious racism and ethnic identity, the two predictors and their interaction were entered into a logistic regression. For significant interactions, we ran follow-up, conditional logistic regressions examining the relationship between vicarious racism and substance use for individuals with “high” ethnic identity and “low” ethnic identity . That is, separate logistic regressions were run for individuals with ethnic identity scores above and below the mean ethnic identification of the sample. significance for logistic regressions were determined based on a two-tailed p-value of 0.05 and a 95% CI excluding 1. Finally, results could be driven by other demographic factors. Indeed, age, sex, marital status, and indicators of socio-economic status are related to substance use. Therefore, these covariates were included in each logistic regression. Given that the data was collected on two separate platforms , participant pool was also included as a covariate. To investigate the possible moderating role of ethnic identity on the link between vicarious racism and substance use, commercial drying rack interactions between ethnic identity and vicarious racism were examined. A significant interaction was found between ethnic identity and frequency of vicarious racism with alcohol use as a dependent variable, but not between ethnic identity and emotional impact of vicarious racism .
To interpret the significant interaction, subsequent simple slope analyses were performed stratified by ethnic identity score. There was, however, no association between frequency of vicarious racism and alcohol use for individuals with low or high ethnic identity . Although there were no significant associations for the low or high groups, there were differences in the direction of effects, whereby those with lower scores had a trending increase in odds of using alcohol with increases in exposure to vicarious racism and those with higher scores had a trending decrease in odds of using alcohol with increased vicarious racism. In the models with marijuana use as a dependent variable, there was a significant interaction between ethnic identity and frequency of vicarious racism, as well as between ethnic identity and emotional impact of vicarious racism . Those with lower scores had trending increased odds of using marijuana with increases in exposure to vicarious racism and those with higher ethnic identity scores showed the opposite. However, neither simple effect was statistically significant . Regarding the relationship between emotional impact of vicarious racism and marijuana use, increased emotional impact was related to increased marijuana use only for those low on ethnic identity. There were no associations between the two variables for those with high ethnic identity scores . Lastly, there were no significant interaction effects between ethnic identity and frequency or emotional impact of vicarious racism for tobacco use. To understand how frequency and emotional impact of vicarious racism may relate to psychoactive substance use without the influence of one another, we ran additional logistic models that included both frequency and emotional impact of vicarious racism as independent variables.
Therefore, we could examine the relationship between vicarious racism frequency and substance use while controlling for emotional impact of vicarious racism, and vice versa. This altered the results in a few ways. First, when controlling for emotional impact of vicarious racism, frequency of vicarious racism was related to decreased, rather than increased, alcohol use .The positive relationship between emotional impact of vicarious racism and alcohol use became stronger when controlling for frequency . There were still no statistically significant relationships between vicarious racism and marijuana use . Additionally, there remained no relationship between frequency of vicarious racism and tobacco use when controlling for emotional impact . However, when controlling for frequency of vicarious racism, increased emotional impact of vicarious racism was associated with increased tobacco use . In particular, these results indicated that for every point increase in the perceived emotional impact of vicarious racism, there was a 55% increase in odds of using tobacco. Treats to social connection put people at risk for health-risk behaviors such as psychoactive substance-use. Vicarious racism, or “secondhand” racism, is one understudied social stressor which disproportionately and chronically impacts marginalized groups, and thus may contribute to health disparities. Our cross-sectional study takes a step towards addressing this gap in the literature by showing that vicarious racism, particularly the emotional impact of vicarious racism, is linked to more alcohol consumption and tobacco use . As previous studies have rarely differentiated between different components of racism when examining its impact on health, our study went beyond the current literature by showing that the perceived emotional impact of vicarious racism experiences may play a distinct role in how vicarious racism contributes to health disparities.
Our findings reveal that the emotional impact of vicarious racism, but not exposure to it , is positively related to alcohol use. Emotional impact of vicarious racism was also related to more tobacco use, above and beyond the frequency of exposure to vicarious racism. Unexpectedly, our findings also indicated a negative relationship between frequency of vicarious racism and alcohol use when controlling for emotional impact of vicarious racism. Possible explanations for these findings are that the emotional impact of experience drives psychoactive substance use rather than objective measures of how many times one is exposed, and focusing on the frequency of vicarious racism alone could be hiding the emotional effects of vicarious racism. Although future experimental research is needed to test this possibility, it may be the case that experiences of vicarious racism can be harmful if they cause significant emotional distress for the individual, regardless of frequency of exposure. On the other hand, if one does not perceive experiences of vicarious racism to be emotionally distressing, it may not have a harmful impact. Future research may further examine individual nuances of this perceived emotional impact by considering the subjective, emotional and stress-related mechanisms through which racism has been theorized to influence health. Among them, previous literature has proposed heightened perceptions of injustice and loss of social status, traumatic stress, vertical grow racks increased fear of personal victimization, increased demand on psychological coping resources, diminished trust in social institutions, anger, and communal bereavement. A better understanding of these mechanisms will aid researchers and community health workers to bring awareness to how the emotional impact of vicarious racism ultimately influences health as well as to design effective interventions and resources for marginalized communities, even while they are not able to necessarily reduce exposure to vicarious racism. Our findings also support the hypothesis that stronger ethnic identity may buffer the impact of vicarious racism; those reporting lower ethnic identity tended to show positive associations between vicarious racism and alcohol and marijuana use whereas those higher in ethnic identity did not. This suggests that individuals who more strongly identify with their ethnic in-group may be less likely to turn to these substances when exposed to vicarious racism. In the U.S., marginalized individuals experience vicarious racism chronically, and at higher levels than non-marginalized. Such experiences may benefit from the sense of community support, social connection, social belonging, meaning, validation, historical awareness, shared resources and collective agency that strong ethnic identity can provide. As such, further research should work to improve our understanding of ethnic-identity as a potential form of protection from vicarious racism by examining if any aspects of ethnic identity have a stronger influence on substance use than others. Of note is that the current study did not measure substance-use disorder or dependence, but rather general psychoactive substance-use, which does not necessarily imply problematic use. In fact, according to the Global Commission on Drug Policy, the most common pattern of drug use is episodic and non-problematic. Our results echo those of previous studies on substance use related to distress; the most frequently reported substances used in our sample were alcohol, marijuana, and tobacco, rather than any illicit drugs measured. Nevertheless, alcohol is one of the substances with the highest likelihood of developing into dependence and has among the highest morbidity rates. Moreover, this is one of the most easily accessible substances for both youth and adults alike. Problematic use of alcohol can result in conditions such as heart and liver damage, stroke, cancer, and diabetes, thus placing a tremendous burden both on the individual as well as on society. First, this study was cross-sectional, meaning that causal inferences cannot be made.
Future research on coping behaviors related to vicarious racism may benefit from designing longitudinal, experimental studies utilizing a manipulation in order to simulate vicarious racism. The current study also relied on self-report for all measures. Although many of these measures were well validated and widely-used, future research may attempt to measure real-time exposure to vicarious racism and intentions to use substances in daily life. Furthermore, as the online-survey designed for this study was administered in English, non-English-speaking people living in the U.S. who would otherwise have been eligible for the study were not able to participate. The 2019 U.S. Census found that the percentage of individuals who spoke a language other than English at home had grown by over 50% since 2000, with nearly 20% speaking English either “not well” or “not at all”. Previous studies have found that immigrants may be particularly vulnerable to racial discrimination and racism-related substance-use, and that they simultaneously experience multiple barriers to accessing health care. Relatedly, the current study did not consider acculturation level, a factor that may impact vulnerability to racism-related stress. There is research to suggest that lower acculturation levels buffer this stress, and that ethnic identity may have greater protective potential for foreign-born Latines than U.S.-born Latines. Future research should therefore measure and account for the acculturation level of participants. Questionnaires utilized to measure racism-related constructs and health-risk behaviors, such as a vicarious racism scale, should also become more widely validated in commonly spoken non-English languages in the U.S., such as Spanish and Chinese. Furthermore, the current study did not distinguish between the different demographic subgroups, which are likely to have varying experiences of vicarious racism and ethnic identity. Previous research has found variation in how subgroups of both Black-American and Latine-American populations experience direct racism. For example, in a study measuring self-reported racism exposure among US-born vs. foreign-born Black pregnant women, US-born subjects reported significantly more exposure to racial discrimination than foreign-born. It was noted that the longer a subject had resided in the US, the more exposure to racism they reported. In regards to ethnic identity, one study found that while stronger ethnic identity was associated with less discrimination related distress among foreign-born Latine adults, the opposite was apparent among U.S.-born Latine adults. In regard to vicarious racism, however, studies have yet to explore associations by these subgroups in Black Americans. Research on vicarious racism among Latine samples is even more limited. Future studies would thus do well to explore nuances in the experience of vicarious racism and ethnic identity between subgroups such as foreign-born and U.S.-born, first and second generation, age, and country of origin. Additionally, while the current study sample included Latine and Black groups, these are only two of several ethnic groups in America subject to vicarious racism. Very little research thus far has considered the effects of vicarious racism or ethnic identity on the health of other ethnic minority groups, including growing immigrant and asylee populations. We hope that future research will take the next step along our line of inquiry by incorporating other targeted ethnic groups, such as Asian-American, Indigenous, and Middle Eastern, into more study research samples. Two limitations specifically relate to the construction of the measures used. While previous studies have often recommended the use of multiple, connected scales to capture individual components of racial and ethnic identity, the current study instead utilized a composite ethnic identity variable in order to create a more concise survey. Future studies could expand on these findings by including a more extensive measure. Additionally, there are no vicarious racism scales yet which have been properly validated for use; the version used in the current study is adapted from a previous study on vicarious racism but has not yet been through rigorous psychometric testing. This scale measured a composite variable as well; new versions could be devised which better show the differential impact between sources of vicarious racism . Research has previously found higher rates of vicarious racism to be reported among certain contexts, such as those related to law enforcement.