Browsing by Subject "Discrimination"
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Item Open Access A Theory and Test of How Speakers with Nonnative Accents are Evaluated in Entrepreneurial Settings(2016) Zhou Koval, ChristyAn abundance of research in the social sciences has demonstrated a persistent bias against nonnative English speakers (Giles & Billings, 2004; Gluszek & Dovidio, 2010). Yet, organizational scholars have only begun to investigate the underlying mechanisms that drive the bias against nonnative speakers and subsequently design interventions to mitigate these biases. In this dissertation, I offer an integrative model to organize past explanations for accent-based bias into a coherent framework, and posit that nonnative accents elicit social perceptions that have implications at the personal, relational, and group level. I also seek to complement the existing emphasis on main effects of accents, which focuses on the general tendency to discriminate against those with accents, by examining moderators that shed light on the conditions under which accent-based bias is most likely to occur. Specifically, I explore the idea that people’s beliefs about the controllability of accents can moderate their evaluations toward nonnative speakers, such that those who believe that accents can be controlled are more likely to demonstrate a bias against nonnative speakers. I empirically test my theoretical model in three studies in the context of entrepreneurial funding decisions. Results generally supported the proposed model. By examining the micro foundations of accent-based bias, the ideas explored in this dissertation set the stage for future research in an increasingly multilingual world.
Item Embargo Discrimination in Workplace, Health Care, Family Settings and Mental Health among Transgender People in Sri Lanka(2023) He, TaoDespite numerous studies demonstrating high rates of discrimination and poor mental health among transgender people in Western countries, little research has been conducted on this population in Sri Lanka. As such, the primary objective of this study was to assess the prevalence of discrimination experienced by transgender people in the workplace, health care, and family settings. Additionally, we investigated the potential association between discrimination and adverse mental health outcomes, including current depression, anxiety disorders, and low self-esteem. In Galle, 100 transgender participants were recruited through snowball sampling and then completed the survey through face-to-face interviews. The survey consisted of five sections: sociodemographic information, mental health scales, and discrimination experience in the workplace, health care, and family settings. We reported the prevalence of discrimination and adverse mental health outcomes. We also estimated the prevalence ratios of current depression and anxiety disorder, which are associated with work inaccessibility and workplace discrimination, adjusting for age, education, and gender identity in separate Poisson regression models. The study found that school harassment (67%), workplace insults (63.5%), and work inaccessibility (47.4%) were the most commonly reported types of discrimination among transgender participants. Among them, the prevalence of current depression, anxiety disorder, and low self-esteem were 44%, 38%, and 81%, respectively. Furthermore, work inaccessibility was associated with a 16% increase in the prevalence of depression. Workplace discrimination, as measured by two categories (1 or 2 types of discrimination, ≥3 types of discrimination) was associated with greater prevalence (41%-56%) of depression and anxiety (22% - 46%) than non-discrimination, although all of those associations were not statistically significant. The high prevalence of discrimination against transgender people presented in the study highlights the urgent need for legislative changes to protect their rights. Future studies should aim to identify coping resources and develop evidence-based interventions to minimize the adverse mental health consequences of discrimination. It is expected that the researchers and transgender voluntary groups who had been involved in the study may transform the study results into meaningful real-world interventions.
Item Open Access Employment Outcomes for Arab and Iraqi-Pakistani-Afghani Men in the United States(2012-04-27) Abdullah, HasanExecutive Summary Overview In the months following 9/11, considerable evidence suggests that anti-Islamic sentiment rose in the US and resulted in an increase in hate crimes. Anti-Islamic sentiment also likely extended to more subtle impacts such as work-place discrimination. Rigorously documenting these patterns for a representative sample of Muslims is not straightforward. Few surveys contain detailed information on religion, and those that do don’t have sufficient numbers of Muslims for most analytical purposes. Moreover, the potentially negative implications of 9/11 likely extend beyond practicing Muslims, to include those likely to be perceived as Muslims. Hypothesis I am going to examine changes over time in a set of outcomes for Arab and Iraqi-Pakistani-Afghani (IPA) men aged 25-40 with the idea that if abrupt changes shortly after 9/11 are concentrated among those groups, it is suggestive that 9/11 caused changes that differentially affected those likely to be viewed as Muslims. In other words, if individuals of ancestries suggesting they are Muslim experienced substantial discrimination after 9/11, we may be able to see evidence of it in the form of changes for these groups alone. Data This study uses observations from the American Community Survey (ACS) for years 2000-2007. I downloaded the ACS data from the University of Minnesota Population Center integrated public use micro-data series. As all answers in the ACS are recorded as outcomes in the “previous year,” the data actually reflects the years 1999-2006. Methods There are 4 treatment groups relative to 3 control groups utilized in this study. I focus on males that are aged 25-40. The four treatment groups are: (1) Immigrant Arabs (2) US-born Arabs (3) Immigrant IPA (4) US-born IPA. There are three control groups are: (1) European Whites (2) Immigrant East Asian (3) US born East Asian. This study utilizes difference-in-difference analysis through linear regressions to assess whether the time pattern in outcomes changed significantly and abruptly after 9/11 for prime-age men of Arab or IPA ancestry relative to those of European White ancestry. I also compare Arab and IPA men with those of East Asian ancestry in order to see if different patterns arise when comparing the treatment groups against another minority group of similar education and professional background. I use 6 outcome variables: • Works full time- a dichotomous variable indicating whether the respondent has a full time job. • Any work- a dichotomous variable indicating whether the respondent has worked at least one hour. • Employment- a dichotomous variable indicating whether the respondent is employed in the labor force. • Annual hours worked- the total number of hours a respondent worked. • Hourly earnings-constructed as total income divided by total annual hours work which is then logged. • Cognitive difficulty- a dichotomous variable which represents whether respondents have physical, mental, or emotional difficulties that have impaired their abilities for longer than 6 months. Results & Discussion In the US as a whole, evidence of perceived discrimination possibly due to 9/11 is slim. Possible 9/11 effects may be seen in the lack of increase in the rate of any work for immigrant Arab men and US-born IPA men shortly after 9/11. Additionally, a possible 9/11 effect may explain a short-term decrease in hourly earnings for US-born Arab men and immigrant Arab men who work full time. A more concentrated impact is seen for the treatment groups in the state analysis. A lack of increase in the rate of working full time shortly after 9/11 for immigrant IPA men in DC-Maryland-Virginia (DMV) may be a possible 9/11 effect. A similar lack of increase in employment after 9/11 for US-born Arabs in Michigan may also be the result of a 9/11 effect. Immigrant Arab men experience a decrease in earnings per hour shortly after 9/11 in both DMV and Michigan, possibly related to an immediate impact from a 9/11 effect. The treatment groups in New York experience the most changes across the outcomes that may be a result of a 9/11 effect. The rate of any work is lower for immigrant Arab men after 9/11 in New York. Additionally, for US-born Arabs who work full time in New York the only year in which they do not experience an increase in earnings is 2003. Changes in employment patterns that may be a result of a 9/11 effect is also observable in specific industries. The rate of being employed for immigrant IPA men is lower in the manufacturing and professional/scientific industry shortly after 9/11. The rate of any work for immigrant IPA men in the retail trade industry remains unchanged in 2003 while rising in every other year. US-born Arab men earn less shortly after 9/11 in the retail trade industry for all workers and full time workers. Immigrant and US-born Arab men who work full time earn less shortly after 9/11 in both the manufacturing and retail trade industry. Changes in cognitive difficulty are limited to immigrant IPA men in the manufacturing industry and US-born IPA men in the professional/scientific industry. The increased rate of cognitive difficulty for both groups may be the result of a 9/11 effect due to their immediate short-term impact. The 5.4% increase in the rate of cognitive difficulty in 2003 for immigrant IPA men in manufacturing shows a possible 9/11 effect beyond traditional employment patterns. A similar possible 9/11 effect on cognitive difficulty for US-born IPA men in professional/scientific industry is even more telling. US-born IPA men do not experience any significant difference in any outcome compared to European White men other than cognitive difficulty. But, the 36.1% increase in the rate of cognitive difficulty in 2003 and 32.2% increase in 2004 shows that even high skilled jobs may be impacted from a possible 9/11 effect.Item Open Access Exploring Strategies to Address the Prevalence of Islamophobia in America(2012-04-27) Acosta-Licea, Dulce Maria9/11 marked a notable rise in Islamophobia within American society that has since remained a prevailing reality. For the purposes of this paper, I define Islamophobia as a negative bias against Islam and/or Muslims expressed as hostile and discriminatory perceptions, sentiments, attitudes, and behavior towards Muslims and those perceived to be Muslim - including Sikhs, Arabs and South Asian Americans. Questioning, disagreeing with or critically analyzing Islam or Muslims is not necessarily Islamophobic. Just as Americans are not labeled anti-American for critiquing U.S. policies, those who critique Islam or Muslims should also not be automatically labeled as Islamophobes. The prevalence of Islamophobia is problematic because it threatens the wellbeing of its targets, the Islamophobes themselves and American society as a whole. To Muslims and others perceived to be Muslim, Islamophobia can ultimately motivate physical damage against their property and their actual person. As a type of prejudice, Islamophobia also threatens to restrict its targets’ “self image, educational success, occupational attainment, mental health status and health status.” A 2010 study confirms some of these effects by revealing that perceived Islamophobia-motivated “abuse and discrimination” is associated with “increased psychological distress, reduced levels of happiness and worse health status.” To Islamophobes, similar to the impact of racism on racists, Islamophobia could ultimately hinder Islamophobes’ ability to work effectively in pluralistic settings and could lead to “lower self-esteem and higher levels of anxiety.” As for society as a whole, Islamophobia erodes national unity, signals a departure from our nation’s core value of epluribus unum, and has the potential, as a form of prejudice, to spur mass murder and terrorism. Anders Breivik, the Norwegian terrorist who intended to “save Europe from Marxism and ‘Muslimization,’” stands as proof of Islamophobia’s terrorism potential. Islamophobia may also enable extremist groups like the Taliban and Al Qaeda to recruit and carry out terrorist attacks for two reasons. First, Islamophobia can result in the isolation and marginalization of its targets, which can leave them vulnerable and receptive to radicalization. Second, Islamophobia perpetuates the notion that the West is at war with Islam, which is a recruitment tactic used by such groups. The client for this Master’s project is the Muslim Public Affairs Council (MPAC), a policy advocacy nonprofit for the Muslim American community. MPAC is interested in knowing the possible range of efforts that should be taken to prevent future backlash - against Muslims and those perceived to be Muslim - if another domestic terrorist attack is implemented by a self-described Muslim. This paper explores possible strategies that have the potential to effectively reduce the current Islamophobia trend and minimize possible future resurgence: What efforts are feasible and sustainable with respect to curbing Islamophobia among the American public? This paper begins with an examination of the nature of the post-9/11 prevalence of Islamophobia in America, specifically how and to what extent it has manifested along with what factors are cited as sources behind of the Islamophobia trend. Next, the methodology section details the analytical strategy used to identify possible strategies. A menu of strategy options is then presented through the lens of a set of evaluative criteria. This paper ultimately concludes with a discussion on next steps in addressing Islamophobia in America. This project has relevant implications for a range of actors across society, including but not limited to: 1) policymakers who seek to maximize social welfare; 2) civil rights advocates across religious, racial, and ethnic minority communities who seek to combat bigotry; and 3) interfaith movements and organizations that seek to promote tolerance. This paper does not intend to present the ultimate, static solution to Islamophobia. Instead, the paper seeks to 1) identify possible strategies towards addressing Islamophobia in America and 2) contribute a foundation for which societal problems like Islamophobia can begin to be addressed in an organized and strategic manner.Item Open Access Fumbling With Love: The First Step Toward Cultivating A Beloved Community A Bible Study Addressing Four Psychological Barriers to Racial Reconciliation(2022) Hodges, Janice WilliamsThis thesis explores some key reasons why it is often very difficult for Christians to love “racially” different Christians. Examining over eighty years of neuroscience and psychological research reveals key understandings about how the brain works when experiencing people who are racially different. Four psychological processes are major contributors to implicit biases that form mental barriers, feed stereotypes, cause discrimination, and lead to individual and institutional racism. These implicit biases are key obstacles to our call to cultivate a beloved community. Research suggests that once biases are identified, actions that counter biases are effective when the stimulus is ongoing. Building off these findings, I design a Bible Study referencing group psychology and theological reflection to be used with an intentionally diverse group of church leaders. By focusing on brain processes that impede racial reconciliation in conversation with Scripture, I develop a tool that begins healing to some of the forces that undermine unity and violate the integrity of the body of Christ.
Item Open Access How Social Status Permeates Inequalities in Health: Three Studies on Experiences of Social Disadvantage(2020) Rivenbark, JoshuaThe social gradient of health is pervasive and unrelenting. Across nearly any layer of society – race, religion, economic standing, or others – the populations worst off in terms health are also the most socially disadvantaged. Over three studies, this dissertation examines some of the experiences that underlie the connection between social disadvantage and health, namely internalized perceptions of status, interpersonal interactions, and institutional actions. The first study examines the link between adolescents’ perceived social status and their mental health at a range of ages, identifying at what age mental health problems begin to track perceptions of status, as well as contextual factors that do (or do not) relate to perceptions of status. In the second study, data from a nationally representative survey in France are used to document rates of reporting discrimination within the healthcare setting by gender, immigrant status, race/ethnicity, and religion. Rates of foregoing medical care are also documented across the same groups, and the potential explanatory role of discrimination toward disparities in foregone care is then investigated. The third and final study looks at the role of institutional stigma, using state bans of Sharia law in the USA as an exemplary case of stigmatizing policies with minimal material consequences. National birth record data for the USA is used, and the variation in policy enactment over time and space is leveraged to examine birth outcomes for Muslim women who were pregnant at the time their state passed a ban. Findings reveal a decrease in the secondary sex ratio to targeted women, suggesting the stigmatizing policy acts as a population-level stressor with consequences for maternal health.
Item Open Access “Invisible” Discrimination: The Effects of Intersecting Subordinated Identities on Evaluations of Discrimination(2022) Ponce de Leon, RebeccaAre women of color viewed as non-prototypical victims of gender and racial discrimination? What are the implications of non-prototypicality in this context? In this dissertation, I seek to answer these questions by exploring the relative gender discrimination prototypicality of three subgroups of women (i.e., White women vs. Black women and Asian women) and relative racial discrimination prototypicality of four racial subgroups (i.e., Black women vs. Black men, Asian women vs. Asian men). Further, I examine how victim non-prototypicality influences both the believability and financial remedy outcomes for those who allege discrimination.
To this end, in Chapter 1, I review the intersectional invisibility hypothesis (Purdie-Vaughns & Eibach, 2008) and BIAS map framework (Cuddy, Fiske, & Glick, 2007, 2008), discussing their implications for both the believability and treatment of discrimination victims. Integrating these perspectives, I develop a series of predictions regarding Black women’s discrimination non-prototypicality, as well and its downstream consequences for the believability of their discrimination allegations and the financial remedy they receive in discrimination cases, compared to White women and Black men. Specifically, I predict that Black women’s categorical non-prototypicality will reduce the believability of their discrimination claims, but that their non-prototypical attributes will lead to divergent treatment (i.e., financial remedy awards), depending on the type of discrimination alleged.
Chapter 2 presents 9 studies that test the hypotheses outlined in Chapter 1. Leveraging discrimination data from the Equal Employment Opportunity Commission, I demonstrate both the reduced believability of Black women’s discrimination claims and the predicted divergent consequences on financial remedy they receive in gender (Study 1a) versus racial (Study 1b) discrimination cases. I then examine discrimination prototypes, as well as the attributes underlying these prototypes and the emotions they elicit, with an emphasis on prototypical warmth (Study 2). Following these studies, I explore the effects of claimant race and gender on claim believability (Studies 3a–3d), mediated by discrimination prototypicality (Studies 3a and 3b). Finally, I examine the role of prototypical warmth and the induction of pity and contempt in informing the financial remedy awarded in gender (Study 4a) and racial discrimination (Study 4b) cases.
Extending the findings presented in Chapter 2, Chapter 3 discusses how these principles may be applied to Asian women and Asian men. Here, I describe competing perspectives regarding the relative gender discrimination prototypicality of Asian women and White women and relative racial discrimination prototypicality of Asian women and Asian men. I also predict that Asian female victims of gender discrimination will be viewed as less warm and elicit less pity than White women, disadvantaging them in the financial remedy process. However, Asian women should receive more financial remedy when alleging racial discrimination than Asian men, due to increased perceptions of their warmth and their attenuated elicitation of contempt. Following this discussion, I present the results of 6 studies that examine these relationships.
In Chapter 4, I conclude with a discussion of theoretical and practical contributions, limitations, and future directions for the current work. Overall, this research highlights the importance and utility of considering prototypicality at both the categorical and underlying attribute level to better understand when intersectional advantages versus disadvantages may emerge.
Item Open Access Price Discrimination in the Housing Market(Economic Research Initiatives at Duke (ERID), 2012-05-01) Bayer, P; Casey, M; Ferreira, F; McMillan, RThis paper sets out a new research design to test for price discrimination by sellers in the housing market. The design controls carefully for unobserved differences in the quality of neighborhoods and homes purchased by buyers of each race, using novel panel data from over two million repeat-sales housing transactions in four metropolitan areas. The results indicate that black and Hispanic homebuyers pay premiums of around 3 percent on average across the four cities – differences that are not explained by variation in buyer income, wealth or access to credit. The estimated premiums do not vary significantly with the racial composition of the neighborhood or, most strikingly, the race of the seller. This latter result rules out racial prejudice or animosity on the part of sellers as the primary explanation for the estimated premiums.Item Open Access Racial Identity Development: Academic Correlates of Change among African American Adolescents(2010) Gilbert, Adrianne NicoleThis study examined changes in African American adolescents' racial identity content (e.g., connectedness, awareness of racism, and embedded achievement) and academic adjustment (e.g., Academic and disciplinary adjustment, perceptions of school and teachers, and relationship with school peers) between early and late adolescence. Data analyzed were from a subsample of youth (N = 514) who participated in the multi-site Fast Track Project designed to prevent problem behaviors (e.g., disruptive, aggressive, and antisocial behavior). Results from latent growth curve models suggest that connectedness and embedded achievement remain stable across adolescence. However, awareness of racism increases from early to late adolescence and this increase is linked to declining self reported relationships with school peers. These findings also indicate that the relationship between racial identity and academic adjustment is moderated by gender. For girls, awareness of racism predicted negative peer relationships in early adolescence, but not across the study years. For boys, increasing awareness of racism predicted declines in peer relationships across adolescence. The present findings contribute to the understanding of adolescent racial identity content change.
Item Open Access Social Contributors to the Cardiovascular Health of Young Adult Black Women(2020) Scott, JewelBlack females experience disparate rates of hypertension and earlier decline in cardiovascular health (CVH) than other females in the U.S. To date, much of research has focused on health behaviors, but more research is needed to understand how adversities early in life and in the social environment may contribute to premature decline in CVH among young Black women. Studies show that early life stress in the form of adverse childhood experiences (ACEs), like family dysfunction and child maltreatment, are reported in higher numbers by women, and historically minoritized populations, and experiencing four or more adversities in childhood may independently double the odds of CVD. In addition, social adversities like racial discrimination, housing insecurity, and social isolation in young adulthood may also contribute to inequities in CVH. Many health behaviors, such as cigarette use and dietary intake, are used as a stress coping measure, further highlighting the importance of understanding the stressors and adversities that are commonly experienced by young adult Black women. However, much of research has focused on CVD as a disease of middle and older adults, but less is known about the CVH of young adult Black women.
Young adulthood is an important developmental period when women are busy launching careers, and establishing social roles such as intimate partnerships and parenting, and forming new health behavior patterns to accommodate these changes. Per the developmental origins of health and disease hypothesis, stress, adversity, and health behaviors in young adulthood not only affect the individual, but also that of future generations. Improving the CVH of young adult Black women is essential to reducing and eliminating health inequities, and requires an appreciation of the heterogeneity among Black women, and the use of innovative approaches to identify subgroups of women who are doing well.
This dissertation includes a systematic review of the published literature on ACEs and blood pressure among women in the United States, and a secondary analysis of The National Longitudinal Study of Adolescent to Adult Health (Add Health) to examine how adverse childhood and social experiences relate to the cardiovascular health (CVH) health of young adult Black women. The systematic search of three databases identified 1,640 articles, and ten met all established inclusion criteria. In our review ACEs were positively associated with blood pressure in six of the ten articles reviewed. The inconsistency in results may be related to self-report vs objective assessment of blood pressure. Racial and ethnic diversity was limited, with half of the articles consisting of samples that were majority White. Future research should incorporate diverse, population representative samples, with consideration for sex-or-race specific stressors, such as racism, and its potential impact on blood pressure and CVH.
Data presented in the remaining three chapters of the dissertation study are an observational, cross-sectional analysis of data from Black females, ages 24-32 who participated in the Add Health study at wave four. The first data based chapter examines if social adversities and sleep characteristics are indicators of increased risk of hypertension among young adult Black women. Of the five social adversities (social isolation, discrimination, high perceived stress, low subjective social status, child abuse) and four sleep characteristics examined (delayed sleep onset, poor sleep continuity, short sleep, long sleep, and snoring), only discrimination and poor sleep continuity were positively associated with higher odds of hypertension, adjusting for age and BMI. Since social adversities often co-exist, the next chapter examined patterns or latent classes of social adversity. Three latent classes were identified: (1) low stress, (2) high violence, and (3) high stress. In analyses adjusted for age, income, education and depression, the subclasses of social adversity were related to diet, and physical activity, but were not related to overall ideal CVH. Whereas chapters 3 and 4 both focused on stressors in young adulthood as predictors of CVH, chapter 5 added an additional life course perspective by considering the impact of adverse childhood experiences on CVH. This chapter also sought to advance the literature by examining the maternal relationship and religion and spirituality in adolescence and young adulthood as potential protective factors that may buffer the stress of childhood adversity. The results in chapter five suggest that a strong religious and spiritual connection in adolescence or young adulthood may promote CVH among young Black women, but it’s impact on CVH is diminished after taking into account other factors such as severity of ACEs, socioeconomic status, and mental health. The second proposed protective factor, maternal relationship, did not have a significant direct influence on CVH.
This study may be the first to explore CVH in a within-group, population-representative sample of young adult Black women in the United States. The present findings suggest there are critical differences in how social contributors influence health, and in fact, many of the social constructs measured had little influence on health. This suggests that the factors measured may not accurately reflect the underlying construct for different subpopulations. Moreover, there may be other social factors that are not well captured in existing scientific research that likely are impacting the health of Black women and need to be explored, to advance the American Heart Association’s goal of equitable improvements in CVH.
Item Open Access The Effects of Everyday Discrimination on the Mental Health of Muslim Students at Duke University(2019-04-10) Nevid, DaniellaThis thesis seeks to elucidate the relationship between experiences of discrimination and mental health state among the Muslim population at Duke. In the first chapter, I argue that although the negative relationship between experiences of discrimination and mental health has been widely supported in minority racial groups, there remains a dearth in the literature on this topic in minority religious groups. The Muslim population in the U.S. is particularly vulnerable to experiences of discrimination given the Muslim religious identity has been racialized by the American public. In the second chapter, I give an overview of Duke’s relationship to the Methodist Church and a timeline of Duke’s relationship with its minority student population. Ultimately, university records teach us that the Muslim community at Duke has met harsh discrimination and lack of institutional support. The third chapter of this thesis includes interviews with four integral members of Duke’s Muslim population throughout the years to illuminate what it means to be Muslim at Duke. Finally, the fourth chapter presents the research I conducted this semester. I surveyed experiences of discrimination and rates of depressive and anxious symptomology among the current Muslim student population at Duke. Significant, positive correlations were found between anxiety and discrimination and anxiety and depression. These findings beg university reform including increased support for Duke’s Muslim student population.Item Open Access Who gets the job? Examining the relationship between automatic expungement policies and racial discrimination in NC(2020-01-25) Abrams, Leah“Unmarking” processes are among those policies intended to facilitate a reduction in the barriers to employment for justice-involved American residents. Widely proposed unmarking policies include “Ban the Box,” or policies that remove questions about criminal history from initial applications; expungement policies that automatically clear certain convictions or arrests; and targeted jobs-guarantees for justice-involved populations. The following thesis isolates one specific unmarking policy—an automatic expungement policy—and investigates its implications for white and black men. Through an experimental survey distributed to 300 North Carolina adults via Amazon’s Mechanical Turk, the data provide preliminary answers to the guiding research question: “Would the implementation of an automatic expungement policy for non-violent charges at the state level influence disparities in job prospects for white and black male applicants in North Carolina?” By comparing differences in willingness to give candidate callbacks “before” and “after” the implementation of an expungement policy, the thesis will draw conclusions about the effectiveness of such policies in reintegrating—or “unmarking”—justice-involved North Carolinians. In the final section, this paper offers a series of policy recommendations for lawmakers interested in “unmarking.”