Impact of COVID-19 mitigations on anxiety and depression amongst university students: A systematic review and meta-analysis.

Background: While much research has addressed mental health concerns related to the coronavirus disease 2019 (COVID-19) pandemic, there remains a scarcity of studies specifically exploring the changes in anxiety and depression among university students before and after the implementation of COVID-19 mitigation measures. Methods: In this systematic review and meta-analysis, we searched databases including MEDLINE (Ovid), EMBASE (Ovid), PsycINFO (Ovid), CINAHL (EBSCO), ERIC (EBSCO), the WHO COVID-19 database, Scopus, and Science Citation Index (Web of Science) as of 15 February 2023. We included studies that used a validated tool to measure changes in anxiety or depression at two distinct time points - before (T1) and during (T2); during (T2) and after (T3); or before (T1) and after (T3) COVID-19 mitigation. The quality of studies was assessed using an adapted Joanna Briggs Institute Checklist for longitudinal studies. Utilising random-effects models, we synthesised changes in continuous outcomes as standardised mean difference (SMD) with 95% confidence interval (CI) and binary outcomes as risk difference (RD) with 95% CI. Results: In total, 15 studies were included in this review, with eight of moderate and seven of high quality. In most of the included studies (n = 13), the majority of participants were women. Eleven studies analysed mental health outcomes between T1 and T2 of COVID-19 mitigations. Continuous symptom changes were a minimal or small improvement for anxiety (SMD = -0.03, 95% CI = -0.24 to 0.19, I2 = 90%); but worsened for depression (SMD = 0.26, 95% CI = -0.01 to 0.62). However, the proportions of students reporting moderate-to-severe symptoms, defined by specific cut-offs, increased during COVID-19 mitigation measures for both anxiety (RD = 0.17, 95% CI = -0.04 to 0.38, I2 = 95%) and depression (RD = 0.12, 95% CI = 0.03 to 0.22, I2 = 72%). Sensitivity analyses, which distinguished between baseline periods based on awareness of COVID-19, demonstrated an exacerbation of both symptoms when comparing the period before the global awareness of the COVID-19 outbreak (before December 2019) with the period during the implementation of mitigation measures. Conclusions: Mental health outcomes, especially depressive symptoms, were observed to worsen in university students during COVID-19 mitigations. Despite considerable heterogeneity requiring careful interpretation of results, the impact of COVID-19 mitigations on mental health in university students is evident. Registration: PROSPERO (CRD42021266889).

Public Health Detailing on Sexual Health Care in San Francisco: Learnings From Real-World Implementation.

OBJECTIVES: Public health detailing is an intervention in which a public health professional visits health care providers to educate them about evidence-based approaches to improve health. The San Francisco Department of Public Health conducted a public health detailing program from 2016 to 2018 to improve sexual health care and preexposure prophylaxis services in the city. METHODS: We conducted a mixed-methods study to understand the implementation of detailing and explore examples of changes to clinicians' clinical behaviors. We surveyed 203 clinicians, conducted 60-minute qualitative interviews with 7 clinicians and 4 detailers, and analyzed tracking forms. We used descriptive statistics to assess associations in the surveys. We used qualitative thematic analysis to understand facilitators and barriers to detailing and identify ways to improve the process and identify its potential benefits. RESULTS: In interviews, both clinicians and detailers had a favorable view of detailing as a tool to connect health department expertise to clinicians. Detailers cited challenges such as limited clinic time, provider turnover, and policies that limit their access to clinicians. These challenges may attenuate the real-world benefits of detailing. Clinicians offered examples of how detailing altered their behaviors, such as taking sexual health histories, building knowledge and confidence about sexual health, and using health department services. Matched surveys (n = 21) showed preliminary changes to prescribing preexposure prophylaxis. CONCLUSIONS: Public health detailing is a promising approach to increase clinicians' knowledge and confidence to offer sexual health care services, build buy-in, and support connection to health departments. Detailing programs require sufficient investment and staff support to build lasting and collaborative relationships between clinicians and public health departments and to assess the impact of the intervention.

Stigmatizing Policies Interact with Mental Health and Sexual Behaviours to Structurally Induce HIV Diagnoses Among European Men Who Have Sex with Men.

Structural stigma shapes men who have sex with men's (MSM's) mental health and sexual behaviours. The aim of this study was to examine how stigmatizing policies interact with downstream anxiety/depression and sexual behaviours to structurally pattern HIV disparities among European MSM. We conducted a secondary data analysis of the European Men-who-have-sex-with-men Internet Survey (EMIS) from 2017. We included a total of 98,600 participants living in 39 European countries. We used the Rainbow Index, a score given to countries based on their sexual and gender minority policies as the predictor of HIV diagnosis. We conducted adjusted random intercept and slope multi-level logistic regressions. In adjusted models, higher Rainbow Index scores was associated with lower predictive probabilities of diagnosed HIV, regardless of the number of condomless intercourse partners. The predictive probability of HIV diagnosis was also lower, regardless of severity of anxiety/depression, where the Rainbow Index score was better. Country-level policies interact with downstream sexual behaviours and anxiety/depression to structurally influence HIV diagnosis among MSM in Europe.

Stigma shapes lesbian, gay, bisexual, transgender, and queer person's mental health and experiences with mental health services in North Macedonia.

PURPOSE: There is a dearth of lesbian gay, bisexual, transgender, and queer (LGBTQ+) mental health research in Southeast Europe. Our study aimed to explore Macedonian LGBTQ+ people's mental health and their experiences with mental health services. METHODS: We conducted a qualitative study with 71 LGBTQ persons in N. Macedonia in the summer of 2017. Diverse sexual orientations, gender identities, and geography were represented among participants. We used content, thematic, and narrative analyses to understand LGBTQ+ people's mental health and experiences with mental health services. RESULTS: LGBTQ+ participants described living a 'double-life' and explained that minority stressors challenge their mental health and ability to access mental health services. Participants extensively shared unethical experiences with mental health services. Transgender participants and LGBTQ+ persons living in smaller towns described additional stigmatisation that harmed their mental health and hampered use of services. While, safe and affirming mental health services exist, they are not the norm nor readily accessible to all LGBTQ+ persons. CONCLUSIONS: Macedonian LGBTQ+ people experience mental health burdens because of societal stigmatisation. Institutional discrimination, lack of accessibility, and poor quality of services challenge LGBTQ+ people's ability to address mental health needs. Structural and community-level interventions are needed to support Macedonian LGBTQ people's mental health.

Risks and Opportunities to Ensure Equity in the Application of Big Data Research in Public Health.

The big data revolution presents an exciting frontier to expand public health research, broadening the scope of research and increasing the precision of answers. Despite these advances, scientists must be vigilant against also advancing potential harms toward marginalized communities. In this review, we provide examples in which big data applications have (unintentionally) perpetuated discriminatory practices, while also highlighting opportunities for big data applications to advance equity in public health. Here, big data is framed in the context of the five Vs (volume, velocity, veracity, variety, and value), and we propose a sixth V, virtuosity, which incorporates equity and justice frameworks. Analytic approaches to improving equity are presented using social computational big data, fairness in machine learning algorithms, medical claims data, and data augmentation as illustrations. Throughout, we emphasize the biasing influence of data absenteeism and positionality and conclude with recommendations for incorporating an equity lens into big data research.

Depression, Anxiety, and Alcohol Use Among LGBTQ+ People During the COVID-19 Pandemic.

Objectives. To describe disparities in depression, anxiety, and problem drinking by sexual orientation, sexual behavior, and gender identity during the COVID-19 pandemic. Methods. Data were collected May 21 to July 15, 2020, from 3245 adults living in 5 major US metropolitan areas (Atlanta, Georgia; Chicago, Illinois; New Orleans, Louisiana; New York, New York; and Los Angeles, California). Participants were characterized as cisgender straight or LGBTQ+ (i.e., lesbian, gay, bisexual, and transgender people, and men who have sex with men, and women who have sex with women not identifying as lesbian, gay, bisexual, or transgender). Results. Cisgender straight participants had the lowest levels of depression, anxiety, and problem drinking compared with all other sexual orientation, sexual behavior, and gender identity groups, and, in general, LGBTQ+ participants were more likely to report that these health problems were "more than usual" during the COVID-19 pandemic. Conclusions. LGBTQ+ communities experienced worse mental health and problem drinking than their cisgender straight counterparts during the COVID-19 pandemic. Future research should assess the impact of the pandemic on health inequities. Policymakers should consider resources to support LGBTQ+ mental health and substance use prevention in COVID-19 recovery efforts.

Study Designs to Assess Real-World Interventions to Prevent COVID-19.

Background: In the face of the novel virus SARS-CoV-2, scientists and the public are eager for evidence about what measures are effective at slowing its spread and preventing morbidity and mortality. Other than mathematical modeling, studies thus far evaluating public health and behavioral interventions at scale have largely been observational and ecologic, focusing on aggregate summaries. Conclusions from these studies are susceptible to bias from threats to validity such as unmeasured confounding, concurrent policy changes, and trends over time. We offer recommendations on how to strengthen frequently applied study designs which have been used to understand the impact of interventions to reduce the spread of COVID-19, and suggest implementation-focused, pragmatic designs that, moving forward, could be used to build a robust evidence base for public health practice. Methods: We conducted a literature search of studies that evaluated the effectiveness of non-pharmaceutical interventions and policies to reduce spread, morbidity, and mortality of COVID-19. Our targeted review of the literature aimed to explore strengths and weaknesses of implemented studies, provide recommendations for improvement, and explore alternative real-world study design methods to enhance evidence-based decision-making. Results:Study designs such as pre/post, interrupted time series, and difference-in-differences have been used to evaluate policy effects at the state or country level of a range of interventions, such as shelter-in-place, face mask mandates, and school closures. Key challenges with these designs include the difficulty of disentangling the effects of contemporaneous changes in policy and correctly modeling infectious disease dynamics. Pragmatic study designs such as the SMART (Sequential, Multiple-Assignment Randomized Trial), stepped wedge, and preference designs could be used to evaluate community re-openings such as schools, and other policy changes. Conclusions: As the epidemic progresses, we need to move from post-hoc analyses of available data (appropriate for the beginning of the pandemic) to proactive evaluation to ensure the most rigorous approaches possible to evaluate the impact of COVID-19 prevention interventions. Pragmatic study designs, while requiring initial planning and community buy-in, could offer more robust evidence on what is effective and for whom to combat the global pandemic we face and future policy decisions.

A Systematic Review of the Social Network Strategy to Optimize HIV Testing in Key Populations to End the Epidemic in the United States.

The United States (U.S.) has a plan to end the HIV epidemic by 2030. The plan's first pillar prioritizes HIV testing. Social Network Strategy (SNS) is an intervention to reach persons not routinely testing for HIV. We conducted a systematic review of SNS to understand its implementation to optimize HIV testing in the U.S. among key populations. The eligibility criteria included peer-reviewed papers based in the U.S. and focused on HIV testing. We identified and thematically analyzed 14 articles to explore factors associated with successful implementation. Key themes included: (1) social network and recruiter characteristics; (2) strategies for and effectiveness of recruiting key populations; (3) use of and types of incentives; (4) trust, confidentiality, and stigma concerns; and (5) implementation plans and real-world guidance. Cohort studies indicated that SNS detects more incident HIV cases. Partnerships with health departments are critical to confirm new diagnoses, as are developing plans that support recruiters and staff. SNS is a promising strategy to optimize HIV testing among key populations.

Unmet Health Needs of Roma Women in the Two Biggest Roma Communities in the Republic of Srpska, Bosnia and Herzegovina.

Background: Reasons for unmet health needs vary from individual to contextual determinants but are defined as the difference between needed health service and services actually received. Roma experience elevated health issues and challenging social conditions. Objective: The aim of this study was to explore the unmet health needs and potential risk factors among Roma women living in the two biggest Roma communities in the Republic of Srpska. Method: We conducted a health assessment of 183 adult Roma women in the Republic of Srpska. Unmet health needs were observed as the absence of needed medical supervision, despite having chronic conditions. We used logistic regression to assess the degree to which unmet health needs were related to the social determinants and the health status of Roma women. Results: The majority of Roma women were married or were in an unofficial relationship (55.2%), were without schooling (62.8%), and were unemployed (88.5%). The results showed that 94.0% had health insurance, had a health card, and were registered with a family medicine doctor. Sixty percent reported having a chronic disease; however, 68.2% reported that their chronic disease was not medically supervised. Roma women that had less education, those who were unemployed, and those who were divorced or widowed women were more likely to have unmet health needs. Conclusion: Roma women in Bijeljina and Prijedor have unmet health needs due to the circumstances they live in despite the fact that majority of them have health insurance and universal health access is legally guaranteed.

Self-concealment, discrimination, and mental health in Macedonia: Disparities experienced by sexual and gender minorities.

While sexual and gender minorities (SGM)-based discrimination and poor mental health is well established in the literature within Western contexts, there is a significant gap in our understanding in other regions, specifically Southeastern Europe. Additionally, limited information exists on self-concealment's role in these pathways. We explored the relationship between self-concealment, discrimination and mental health in Macedonia, a country rife with sociopolitical oppression towards the population. We utilised regression and structural equation models to identify the effects of self-concealment on the relationship between discrimination and rumination and social interaction anxiety from a cross-sectional survey of 18-30 year olds (n = 396). Self-concealment was a significant mediator between discrimination and psychosocial outcomes; accounting for 29% of the effect from discrimination to social anxiety, and 57% of the effect from discrimination to rumination (p < .001). Results reveal that by actively managing their identity, SGM in Macedonia experience elevated distress beyond the impact of discrimination. The results discern salient information on how to disrupt the adverse role of discrimination of SGM on mental health outcomes. This provides a crucial template for the global public health community when developing mental health programmes and advocating for policies, to begin reversing the mental health inequities created within the country.

'Until we have laws everything is useless!': intersectionality, self-identified needs and inequity among sexual and gender minorities in Macedonia.

There exists limited understanding about the intersectional nature of needs and inequities among sexual and gender minorities in Macedonia and Eastern Europe. We conducted a qualitative, cross-sectional and national needs assessment among 71 sexual and gender minority community members using semi-structured focus groups and interviews. Thematic analysis was used to better understand their self-identified needs, their concerns about equity and the intersectional nature of their needs. Community members discussed a wide range of health and healthcare needs as well as the social and structural factors that influence those needs, including: cultural norms; victimisation and safety concerns and the role of law, policy and politics; education and democratisation of knowledge; and economic and housing opportunities. Needs were patterned across different sexual and gender minority subgroups such that those experiencing heightened marginalisation (e.g. trans* persons) also experienced compounded forms of inequity. Given that sexual and gender minorities in Macedonia have numerous structurally induced intersectional needs, multilevel and multifaceted strategies are needed to ensure that their rights and needs are respected, protected and fulfilled at structural, community and individual levels.

Roma populations and health inequalities: a new perspective.

PURPOSE: The purpose of this paper is to explore the emergence of "Roma health and wellbeing" as a focus of attention in European research and in policy and the possible detrimental consequences of action founded on a generic representation of "Roma health." DESIGN/METHODOLOGY/APPROACH: Based on discussions with and research conducted by scholars who work directly with Roma communities across European regions from a wide range of academic disciplines it suggests how future research might inform: a more nuanced understanding of the causes of poor health and wellbeing among diverse Roma populations and; actions that may have greater potential to improve the health and wellbeing among these populations. FINDINGS: In summary, the authors promote three types of research: first critical analyses that unpick the implications of current and past representations of "Roma" and "Roma health." Second, applied participatory research that meaningfully involves people from specific self-defined Roma populations to identify important issues for their health and wellbeing. Third, learning about processes that might impact on the health and wellbeing of Roma populations from research with other populations in similarly excluded situations. ORIGINALITY/VALUE: The authors provide a multidisciplinary perspective to inform research that does not perpetuate further alienation and prejudice, but promotes urgent action to redress the social and health injustices experienced by diverse Roma populations across Europe.

Low levels of modern contraceptive use and associated factors in the Western Balkans.

OBJECTIVES: The objective of this research was to determine modern contraceptive use (MCU) and explore factors associated with MCU in the Western Balkans. METHODS: Multiple Indicator Cluster Survey (MICS) data from Bosnia and Herzegovina, Kosovo, Macedonia, Montenegro and Serbia, including the datasets from Roma settlements, were merged. Bivariate and multivariate analyses were used to assess which factors were associated with MCU among married women aged 15-49 in the region. RESULTS: Among the 11,381 women surveyed, 13.75% reported MCU and 23.74% justified domestic violence. While bivariate analysis indicated that women who expressed justification of domestic violence were less likely to report MUC, this was not the case after adjusting for sociodemographic factors. Multivariate analysis showed that Roma were less likely than non-Roma to engage in MCU. Additionally, increased education, increased wealth, and urban residency were significantly associated with increased likelihood of MCU. CONCLUSION: The results highlight the need for more attention from research, programming and policy communities in order to better understand and address the overall problematically low level of MCU and factors associated with low MCU. More efforts are needed to address the disparities in MCU among Roma women and women of lower socioeconomic status.

A Mobile Health Strategy to Support Adherence to Antiretroviral Preexposure Prophylaxis.

Preexposure prophylaxis is a highly protective HIV prevention strategy, yet nonadherence can significantly reduce its effectiveness. We conducted a mixed methods evaluation of a mobile health intervention (iText) that utilized weekly bidirectional text or e-mail support messages to encourage preexposure prophylaxis (PrEP) adherence among participants in the multi-site iPrEx open-label extension study. A convenience sample of PrEP users from the San Francisco and Chicago sites participated in a 12-week pilot study. Fifty-six men who have sex with men were enrolled; a quarter of them were less than 30 years of age, 13% were black/African American, 11% were Latino, and most (88%) completed some college. Two-thirds opted for text message delivery. Of the 667 messages sent, only 1 individual requested support; initial nonresponse was observed in 22% and was higher among e-mail compared to text message recipients. Poststudy, a majority of participants would recommend the intervention to others, especially during PrEP initiation. Moreover, younger participants and men of color were more likely to report that they would use the iText strategy if it were available to them. Several participants commented that while they were aware that the messages were automated, they felt supported and encouraged that "someone was always there." Study staff reported that the intervention is feasible to administer and can be incorporated readily into clinic flow. A pre-post intervention regression discontinuity analysis using clinic-based pill counts showed a 50% reduction in missed doses [95% confidence interval (CI) 16-71; p = 0.008] and 77% (95% CI 33-92; p = 0.007) when comparing pill counts at quarterly visits just before and after iText enrollment. A mobile health intervention using weekly bidirectional messaging was highly acceptable and demonstrated promising effects on PrEP adherence warranting further evaluation for efficacy in a randomized controlled trial.

An Assessment of Romani Women's Autonomy and Timing of Pregnancy in Serbia and Macedonia.

Background Roma are Europe's largest minority population. Serbia and Macedonia have the greatest proportion of Roma outside of the European Union. Our objective was to examine women's agency and how it related to desired timing of pregnancy among Romani women in Macedonia and Serbia. Methods We surveyed 410 Romani women who had given birth in the last 2 years between November 2012-February 2013 in Serbia and Macedonia using purposeful snowball sampling. Log-Poisson models were used to examine the association between women's inclusion in healthcare decision- making and desired timing of pregnancy. Results Romani women in Macedonia and Serbia were excluded from the labor market, with over 80% being unemployed, approximately 30% had no schooling, and 17% were not included in healthcare decisions. Romani women who were sole decision-makers in relation to their health were 1.4 times more likely to desire the timing of their most recent pregnancy [RRR = 1.4, CI (1.1, 1.8)]. Conclusions Romani women who have great involvement in their own healthcare decisions were more likely to desire the timing of their current pregnancy. Women's inclusion in such important decisions is important and empowerment programs that address gender inequity are needed in Romani communities, particularly for control of timing of pregnancy.

Associations between racial discrimination, smoking during pregnancy and low birthweight among Roma.

Background: Racial discrimination may increase the risk of low birthweight (LBW), but has not been studied among Roma, the largest minority population in Europe. Moreover, few studies test both institutional and interpersonal forms of racial discrimination on health. Our objective was to examine associations between institutional and interpersonal racial discrimination with LBW, and to test potential mediation by smoking during pregnancy. In 2012-2013, Romani women interviewers surveyed 410 Romani women in Serbia and Macedonia. We measured institutional discrimination (neighborhood segregation, legal status of housing and neighborhood socioeconomic status), interpersonal discrimination [Everyday Discrimination Scale (EDS)], birthweight and smoking by self-report or interviewer report. We estimated relative risks for discrimination on LBW and separately on smoking during pregnancy using log-binomial regression, adjusting for age, parity, years at residence and wealth. The indirect effect of high EDS via smoking on LBW was estimated using inverse odds weighting mediation. Living in a low SES neighborhood showed a 2-fold risk of LBW [adjusted risk ratio (aRR) = 2.4, 95% CI = 1.2, 5.0]; aRRs for segregation and illegal housing were weaker (aRR = 1.8, 95% CI = 0.7, 4.3; aRR = 1.3, 95% CI = 0.6, 2.6, respectively). Institutional measures were not associated with smoking. High EDS was associated with LBW (aRR = 2.4, 95% CI = 1.1, 5.2) and smoking during pregnancy (aRR = 1.4, 95% CI = 1.1, 1.8); the indirect effect of EDS on LBW via smoking was not significant. Interpersonal discrimination and living in a low SES neighborhood were associated with LBW among Roma. Interventions to improve Romani health may benefit from a human rights approach.

The Influence of Ethnicity and Displacement on Quality of Antenatal Care: The Case of Roma, Ashkali, and Balkan Egyptian Communities in Kosovo.

The conflict in Kosovo created mass displacement and a fractured health system. Roma, Ashkali, and Balkan Egyptian communities are particularly vulnerable to discrimination and exclusion from institutions. We aimed to examine Roma, Ashkali, and Balkan Egyptian disparities in quantity and quality of antenatal care received. We conducted a cross-sectional study in August 2012 with 603 women aged 15 or older who had given birth in the previous two years. We measured quantity of antenatal care using number of visits and quality of care using antenatal checklists. We used linear regression with interaction terms of displacement and type of health institution (for example, Serbian or Kosovar) to assess ethnic disparities in antenatal care. Women from Roma, Ashkali, and Balkan Egyptian communities received poorer quantity and quality of antenatal care compared to Kosovar Albanian and Serbian women. In adjusted models, Roma, Ashkali, and Balkan Egyptian women scored 3.5 points lower [95% CI (-5.2, -1.8)] on the checklists. Roma, Ashkali, and Balkan Egyptian women who were displaced received even poorer quality of care. Ethnic disparities exist in quality of antenatal care. Women from Roma, Ashkali, and Balkan Egyptian communities receive the poorest quality of services. As Kosovo strives to build a multiethnic health care system, a focus on equity is important to ensure the right to health for Roma, Ashkali, and Balkan Egyptian women.

Predictors of prenatal smoking and attempted smoking cessation during pregnancy: a community-based study of Romani women in Southeastern Europe.

Background: The objective of this study was to examine predictors of prenatal smoking, and attempted smoking cessation during pregnancy among Romani women. Methods: A community-based, cross-sectional study (November 2012 to February 2013) of 410 Romani women in Roma settlements in Serbia and Macedonia was conducted. Logistic regression was used to identify predictors of prenatal smoking and attempted smoking cessation during pregnancy. Results: Romani women older than 30 years and those who were living with a man were over twice as likely (adjusted odds ratio (aOR) 2.48, 95% confidence interval (CI) 1.12-5.46; aOR 2.09, 95% CI 1.27-3.43) to smoke during pregnancy, compared to women <20 and married women, respectively. An inverse relationship between education and prenatal smoking was observed (for primary education versus no education, aOR 0.56, 95% CI 0.32-0.98; for secondary or higher education versus no education, aOR 0.38, 95% CI 0.16-0.90). Having a husband/partner who smokes was associated with significantly increased likelihood of prenatal smoking (aOR 3.71, 95% CI 2.20-6.25) and decreased likelihood of attempting to quit (aOR 0.51, 95% CI 0.24-1.06). Conclusions: Culturally sensitive and comprehensive prevention strategies and intervention programs are needed to reduce smoking during pregnancy among Romani women, including interventions targeting male partners.

Health insurance and accessibility to health services among Roma in settlements in Belgrade, Serbia--the journey from data to policy making.

The Serbian constitution and health-related laws assert that citizens and residents are universally entitled to health care, provided that they hold health insurance. However, until 2010, persons who did not hold a national identification number (ID) were required to present a plethora of documents to be granted one. We assessed the relationship between citizenship, residency and possession of health insurance cards, together with utilization of health services, among Roma residing in disadvantaged settlements in Belgrade. The Roma Health and Nutrition Survey was conducted in 2009 to assess the social determinants of health among Roma. Data were analysed, using logistic regression, to examine health insurance status and utilization of services by citizenship and residency. Eighty-nine per cent of respondents said they were Serbian citizens. Approximately 11% were refugees, 7% internally displaced persons (IDPs) and remainder domicile. Multivariate analysis revealed that non-citizens were more likely to lack health insurance [odds ratio (OR) = 9.2, confidence interval (CI) (3.5, 24.1)], as were refugees and IDPs [OR = 3.1, CI (1.4, 6.9), OR = 4.0, CI (1.4, 11.5), respectively]. Having health insurance was a positive predictor for being seen by a physician [OR = 2.3, CI (1.3, 4.2), OR = 2.3, CI (1.3, 3.9)]. Data from this survey indicated that non-citizen Roma had limited access to health services. These findings led the Serbian Ministry of Health and National Health Insurance Fund to reduce the administrative and legislative hurdles in obtaining health insurance, to ensure the Roma rights to health care. This demonstration of data-driven policies on Roma health could serve as a model for other countries.