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Association of Nondiscrimination Policies With Mental Health Among Gender Minority Individuals

McDowell, Alex; Raifman, Julia; Progovac, Ana M; Rose, Sherri
IMPORTANCE:In the past decade, many states have implemented policies prohibiting private health insurers from discriminating based on gender identity. Policies banning discrimination have the potential to improve access to care and health outcomes among gender minority (ie, transgender and gender diverse) populations. OBJECTIVE:To evaluate whether state-level nondiscrimination policies are associated with suicidality and inpatient mental health hospitalizations among privately insured gender minority individuals. DESIGN, SETTING, AND PARTICIPANTS:In this cohort study, difference-in-differences analysis comparing changes in mental health outcomes among gender minority enrollees before and after states implemented nondiscrimination policies in 2009-2017 was conducted. A sample of gender minority children and adults was identified using gender minority-related diagnosis codes obtained from private health insurance claims. The present study was conducted from August 1, 2018, to September 1, 2019. EXPOSURE:Living in states that implemented policies banning discrimination based on gender identity in 2013, 2014, 2015, and 2016. MAIN OUTCOMES AND MEASURES:The primary outcome was suicidality. The secondary outcome was inpatient mental health hospitalization. RESULTS:The study population included 28 980 unique gender minority enrollees (mean [SD] age, 26.5 [15] years) from 2009 to 2017. Relative to comparison states, suicidality decreased in the first year after policy implementation in the 2014 policy cohort (odds ratio [OR], 0.72; 95% CI, 0.58-0.90; P = .005), the 2015 policy cohort (OR, 0.50; 95% CI, 0.39-0.64; P < .001), and the 2016 policy cohort (OR, 0.61; 95% CI, 0.44-0.85; P = .004). This decrease persisted to the second postimplementation year for the 2014 policy cohort (OR, 0.48; 95% CI, 0.41-0.57; P < .001) but not for the 2015 policy cohort (OR, 0.81; 95% CI, 0.47-1.38; P = .43). The 2013 policy cohort experienced no significant change in suicidality after policy implementation in all 4 postimplementation years (2014: OR, 1.19; 95% CI, 0.85-1.67; P = .31; 2015: OR, 0.94; 95% CI, 0.73-1.20; P = .61; 2016: OR, 0.82; 95% CI, 0.65-1.03; P = .10; and 2017: OR, 1.29; 95% CI, 0.90-1.88; P = .18). Mental health hospitalization rates generally decreased or stayed the same for individuals living in policy states vs the comparison group. CONCLUSIONS AND RELEVANCE:Implementation of a state-level nondiscrimination policy appears to be associated with decreased or no changes in suicidality among gender minority individuals living in states that implemented these policies from 2013 to 2016. Given high rates of suicidality among gender minority individuals in the US, health insurance nondiscrimination policies may offer a mechanism for reducing barriers to care and mitigating discrimination.
PMCID:7203670
PMID: 32374362
ISSN: 2168-6238
CID: 5724092

Disparities in Suicidality by Gender Identity Among Medicare Beneficiaries

Progovac, Ana M; Mullin, Brian O; Dunham, Emilia; Reisner, Sari L; McDowell, Alex; Sanchez Roman, Maria Jose; Dunn, Mason; Telingator, Cynthia J; Lu, Frederick Q; Breslow, Aaron Samuel; Forstein, Marshall; Cook, Benjamin Lê
INTRODUCTION:Suicidality is higher for gender minorities than the general population, yet little is known about suicidality in disabled or older adult gender minorities. METHODS:This study used 2009-2014 Medicare claims to identify people with gender identity-related diagnosis codes (disabled, n=6,678; older adult, n=2,018) and compared their prevalence of suicidality with a 5% random non-gender minority beneficiary sample (disabled, n=535,801; older adult, n=1,700,008). Correlates of suicidality were assessed (via chi-square) for each of the 4 participant groups separately, and then disparities within eligibility status (disabled or older adult) were assessed using logistic regression models, adjusting first for age and mental health chronic conditions and then additionally for Medicaid eligibility, race/ethnicity, or U.S. region (each separately). The primary hypotheses were that gender minority beneficiaries would have higher suicidality but that suicidality disparities would persist after adjusting for covariates. Data were analyzed between 2017 and 2019. RESULTS:Gender minority beneficiaries had higher unadjusted suicidality than non-gender minority beneficiaries in the disabled cohort (18.5% vs 7.1%, p<0.001). Significant suicidality predictors in all 4 groups included the following: age (except in older adult gender minorities), Medicaid eligibility, depression or behavioral health conditions, avoidable hospitalizations, and violence victimization. In age- and mental health-adjusted logistic regression models, gender minorities had higher odds of suicidality than non-gender minority beneficiaries (disabled, OR=1.95, p<0.0001; older adult, OR=2.10, p<0.0001). Disparities were not attenuated after adjusting for Medicaid eligibility, race/ethnicity, or region. CONCLUSIONS:Heightened suicidality among identified gender minority Medicare beneficiaries highlights a pressing need to identify and reduce barriers to wellness in this population.
PMCID:7246148
PMID: 32156489
ISSN: 1873-2607
CID: 5724072

Trends in Mental Health Care Use in Medicare from 2009 to 2014 by Gender Minority and Disability Status

Progovac, Ana M; Mullin, Brian O; Creedon, Timothy B; McDowell, Alex; Sanchez-Roman, Maria Jose; Hatfield, Laura A; Schuster, Mark A; Cook, Benjamin Lê
PMCID:6740156
PMID: 31436481
ISSN: 2325-8306
CID: 5724062

Estimating the Health Status of Privately Insured Gender Minority Children and Adults

McDowell, Alex; Progovac, Ana M; Cook, Benjamin Lê; Rose, Sherri
PMID: 31314674
ISSN: 2325-8306
CID: 5724052

Optimism may moderate screening mammogram frequency in Medicare: A longitudinal study

Progovac, Ana M; Pettinger, Mary; Donohue, Julie M; Chang, Chung-Chou H Joyce; Matthews, Karen A; Habermann, Elizabeth B; Kuller, Lewis H; Rosal, Milagros C; Li, Wenjun; Garcia, Lorena; Tindle, Hilary A
Higher trait optimism and/or lower cynical hostility are associated with healthier behaviors and lower risk of morbidity and mortality, yet their association with health care utilization has been understudied. Whether these psychological attitudes are associated with breast cancer screening behavior is unknown. To assess the association of optimism and cynical hostility with screening mammography in older women and whether sociodemographic factors acted as mediators of these relationships, we used Women's Health Initiative (WHI) observational cohort survey data linked to Medicare claims. The sample includes WHI participants without history of breast cancer who were enrolled in Medicare Parts A and B for ≥2 years from 2005-2010, and who completed WHI baseline attitudinal questionnaires (n = 48,291). We used survival modeling to examine whether screening frequency varied by psychological attitudes (measured at study baseline) after adjusting for sociodemographic characteristics, health conditions, and healthcare-related variables. Psychological attitudes included trait optimism (Life Orientation Test-Revised) and cynical hostility (Cook Medley subscale), which were self-reported at study baseline. Sociodemographic, health conditions, and healthcare variables were self-reported at baseline and updated through 2005 as available. Contrary to our hypotheses, repeated events survival models showed that women with the lowest optimism scores (i.e., more pessimistic tendencies) received 5% more frequent screenings after complete covariate adjustment (p < .01) compared to the most optimistic group, and showed no association between cynical hostility and frequency of screening mammograms. Sociodemographic factors did not appear to mediate the relationship between optimism and screenings. However, higher levels of education and higher levels of income were associated with more frequent screenings (both p < .01). We also found that results for optimism were primarily driven by women who were aged 75 or older after January 2009, when changes to clinical guidelines lead to uncertainty about risks and benefits of screening in this age group. The study demonstrated that lower optimism, higher education, and higher income were all associated with more frequent screening mammograms in this sample after repeated events survival modeling and covariate adjustment.
PMID: 31192918
ISSN: 1536-5964
CID: 5724042

Improving the mental health of Roma through research and policies that cross multiple social sectors [Editorial]

Cook, Benjamin Lê; Progovac, Ana; Tran, Nathaniel
PMID: 31143962
ISSN: 1661-8564
CID: 5724032

Barriers And Facilitators To Community-Based Participatory Mental Health Care Research For Racial And Ethnic Minorities

Delman, Jonathan; Progovac, Ana M; Flomenhoft, Tali; Delman, Deborah; Chambers, Valeria; Cook, Benjamin Lê
People with serious mental illnesses, particularly members of racial and ethnic minority groups, are rarely included in prioritizing research topics or developing the tools and measures important for improving their care. Community-based participatory research holds promise toward reducing mental health disparities. However, initiating research partnerships with community stakeholders is challenging and does not always lead to sustainable community health improvements. Using lessons learned from a project to improve understanding of patients' preferences and discrimination in depression and diabetes treatment, we describe barriers and facilitators to initiating a meaningful partnership with disenfranchised groups. Barriers fell within four domains: trepidation of community stakeholders, complex research methods, uncertainty among academic partners, and unclear partnership decision-making protocols. Primary facilitators included the meaningfulness of the research topic to the community, the presence of a well-established community-based organization, academic financial investment, co-learning activities, and flexibility. Successful initiation of these partnerships holds significant potential for addressing health care disparities.
PMCID:11354080
PMID: 30830821
ISSN: 2694-233x
CID: 5724022

Assessing provider and racial/ethnic variation in response to the FDA antidepressant box warning

Cook, Benjamin L; Wang, Ye; Sonik, Rajan; Busch, Susan; Carson, Nicholas; Progovac, Ana M; Zaslavsky, Alan M
INTRODUCTION:After the 2004 FDA box warning raised concerns about increased suicidal ideation among youth taking antidepressants, antidepressant use decreased for White youth but slightly increased for Black and Latino youth. Better understanding of patient and provider factors contributing to these differences is needed to improve future risk warning dissemination. METHODS:We analyzed antidepressant prescriptions for youth aged 5-17 in 2002-2006 Medicaid claims data from four states (CA, FL, NC, and NY). In multilevel models, we assessed provider- and patient-level contributions to changes in antidepressant use by race/ethnicity and compared responses to the box warning between providers with large (>2/3) and small (<1/3) proportions of minority patients. RESULTS:A significant amount of variance in overall prescribing patterns (calculated by the ICC) was explained at the provider level. Significant provider-level variation was also identified in the differential effect of the box warning by racial/ethnic group. In a test of the influence of provider panel mix, we found that providers with large proportions of minority patients reduced antidepressant prescribing more slowly after the box warning than other providers. DISCUSSION:This study is the first to assess provider- and patient-level variation in the impact of a health care policy change on treatment disparities. Black and Latino youth Medicaid beneficiaries were seen by largely different providers than their White counterparts, and these distinct providers were influential in driving antidepressant prescription patterns following the box warning. Concerted outreach to providers of minority beneficiaries is needed to ensure that risk warnings and clinical innovations diffuse swiftly across racial/ethnic minority groups.
PMCID:6341210
PMID: 30666633
ISSN: 1475-6773
CID: 5724012

Identifying Gender Minority Patients' Health And Health Care Needs In Administrative Claims Data

Progovac, Ana M; Cook, Benjamin Lê; Mullin, Brian O; McDowell, Alex; Sanchez R, Maria Jose; Wang, Ye; Creedon, Timothy B; Schuster, Mark A
Health care utilization patterns for gender minority Medicare beneficiaries (those who are transgender or gender nonbinary people) are largely unknown. We identified gender minority beneficiaries using a diagnosis-code algorithm and compared them to a 5 percent random sample of non-gender minority beneficiaries from the period 2009-14 in terms of mental health and chronic diseases, use of preventive and mental health care, hospitalizations, and emergency department (ED) visits. Gender minority beneficiaries experienced more disability and mental illness. When we adjusted for age and mental health, we found that they used more mental health care. And when we adjusted for age and chronic conditions, we found that they were more likely to be hospitalized and to visit the ED. There were several small but significant differences in preventive care use. Findings were similar for disabled and older cohorts. These findings underscore the need to capture gender identity in health data to better address this population's health needs.
PMID: 29505378
ISSN: 2694-233x
CID: 5723982

Predictors of Continued Smoking and Interest in Cessation Among Older Female Smokers

Weaver, Kathryn E; Snively, Beverly M; Hogan, Patricia; Josephs, Kathryn; Johnson, Karen C; Coday, Mace; Progovac, Ana M; Cirillo, Dominic J; Ockene, Judith K; Tindle, Hilary A
OBJECTIVES:Older female smokers are highly vulnerable, yet little is known about their attitudes, beliefs, and behaviors regarding smoking cessation. METHODS:Southeast region Women's Health Initiative participants identified as smokers on at least one prior assessment were surveyed in 2012 regarding current tobacco use. RESULTS:Most of these current and former smokers ( N = 409, 63% response) were non-Hispanic White (81.7%) and had some college (80%), with mean age of 75.1 years. Current smoking was confirmed by 56%, and while 61% of these reported a past-year quit attempt, less than half used quit aids. Of current smokers, 57.5% intended to quit within 6 months (26.6% within 30 days), and 68% were interested in joining a cessation study. CONCLUSIONS:Older female smokers were highly motivated to quit, yet profoundly underutilized proven quit aids. Results support high acceptability of cessation interventions for this undertreated population.
PMID: 28553800
ISSN: 1552-6887
CID: 5723892