Race/Ethnicity and Insurance Status as Factors Associated with ADHD Treatment Patterns

2005 ◽  
Vol 15 (1) ◽  
pp. 88-96 ◽  
Author(s):  
Jack Stevens ◽  
Jeffrey S. Harman ◽  
Kelly J. Kelleher
2019 ◽  
Vol 6 (2) ◽  
Author(s):  
Priya Bhagwat ◽  
Shashi N Kapadia ◽  
Heather J Ribaudo ◽  
Roy M Gulick ◽  
Judith S Currier

Abstract Background Racial/ethnic disparities in HIV outcomes have persisted despite effective antiretroviral therapy. In a study of initial regimens, we found viral suppression varied by race/ethnicity. In this exploratory analysis, we use clinical and socioeconomic data to assess factors associated with virologic failure and adverse events within racial/ethnic groups. Methods Data were from AIDS Clinical Trial Group A5257, a randomized trial of initial regimens with either atazanavir/ritonavir, darunavir/ritonavir, or raltegravir (each combined with tenofovir DF and emtricitabine). We grouped participants by race/ethnicity and then used Cox-proportional hazards regression to examine the impact of demographic, clinical, and socioeconomic factors on the time to virologic suppression and time to adverse event reporting within each racial/ethnic group. Results We analyzed data from 1762 participants: 757 self-reported as non-Hispanic black (NHB), 615 as non-Hispanic white (NHW), and 390 as Hispanic. The proportion with virologic failure was higher for NHB (22%) and Hispanic (17%) participants compared with NHWs (9%). Factors associated with virologic failure were poor adherence and higher baseline HIV RNA level. Prior clinical AIDS diagnosis was associated with virologic failure for NHBs only, and unstable housing and illicit drug use for NHWs only. Factors associated with adverse events were female sex in all groups and concurrent use of medications for comorbidities in NHB and Hispanic participants only. Conclusions Clinical and socioeconomic factors that are associated with virologic failure and tolerability of antiretroviral therapy vary between and within racial and ethnic groups. Further research may shed light into mechanisms leading to disparities and targeted strategies to eliminate those disparities.


Author(s):  
Jasmine Peters ◽  
Mariel S Bello ◽  
Leigh Spera ◽  
T Justin Gillenwater ◽  
Haig A Yenikomshian

Abstract Racial and ethnic disparities are endemic to the United States and are only beginning to attract the attention of researchers. With an increasingly diverse population, focused and tailored medicine to provide more equitable care is needed. For surgical trauma populations, this topic is a small but expanding field and still rarely mentioned in burn medicine. Disparities in prevention, treatment, and recovery outcomes between different racial and ethnic minorities who are burned are rarely discussed. The purpose of this study is to determine the current status of identified disparities of care in the burn population literature and areas of future research. A systematic review was conducted of literature utilizing PubMed for articles published between 2000-2020. Searches were used to identify articles that crossed the burn term (burn patient OR burn recovery OR burn survivor OR burn care) and a race/ethnicity and insurance status-related term (race/ethnicity OR African-American OR Black OR Asian OR Hispanic OR Latino OR Native American OR Indigenous OR Mixed race OR 2 or more races OR socioeconomic status OR insurance status). Inclusion criteria were English studies in the US that discussed disparities in burn injury outcomes or risk factors associated with race/ethnicity. 1,169 papers were populated, 55 were reviewed, and 36 articles met inclusion criteria. Most studies showed minorities had poorer inpatient and outpatient outcomes. While this is a concerning trend, there is a paucity of literature in this field and more research is needed to create culturally-tailored medical care and address the needs of disadvantaged burn survivors.


2021 ◽  
Vol 50 (4) ◽  
pp. E13
Author(s):  
Caitlin Hoffman ◽  
Alyssa B. Valenti ◽  
Eseosa Odigie ◽  
Kwanza Warren ◽  
Ishani D. Premaratne ◽  
...  

Craniosynostosis is the premature fusion of the skull. There are two forms of treatment: open surgery and minimally invasive endoscope-assisted suturectomy. Candidates for endoscopic treatment are less than 6 months of age. The techniques are equally effective; however, endoscopic surgery is associated with less blood loss, minimal tissue disruption, shorter operative time, and shorter hospitalization. In this study, the authors aimed to evaluate the impact of race/ethnicity and insurance status on age of presentation/surgery in children with craniosynostosis to highlight potential disparities in healthcare access. Charts were reviewed for children with craniosynostosis at two tertiary care hospitals in New York City from January 1, 2014, to August 31, 2020. Clinical and demographic data were collected, including variables pertaining to family socioeconomic status, home address/zip code, insurance status (no insurance, Medicaid, or private), race/ethnicity, age and date of presentation for initial consultation, type of surgery performed, and details of hospitalization. Children with unknown race/ethnicity and those with syndromic craniosynostosis were excluded. The data were analyzed via t-tests and chi-square tests for statistical significance (p < 0.05). A total of 121 children were identified; 62 surgeries were performed open and 59 endoscopically. The mean age at initial presentation of the cohort was 6.68 months, and on the day of surgery it was 8.45 months. Age at presentation for the open surgery cohort compared with the endoscopic cohort achieved statistical significance at 11.33 months (SD 12.41) for the open cohort and 1.86 months (SD 1.1473) for the endoscopic cohort (p < 0.0001). Age on the day of surgery for the open cohort versus the endoscopic cohort demonstrated statistical significance at 14.19 months (SD 15.05) and 2.58 months (SD 1.030), respectively. A statistically significant difference between the two groups was noted with regard to insurance status (p = 0.0044); the open surgical group comprised more patients without insurance and with Medicaid compared with the endoscopic group. The racial composition of the two groups reached statistical significance when comparing proportions of White, Black, Hispanic, Asian, and other (p = 0.000815), with significantly more Black and Hispanic patients treated in the open surgical group. The results demonstrate a relationship between race and lack of insurance or Medicaid status, and type of surgery received; Black and Hispanic children and children with Medicaid were more likely to present later and undergo open surgery.


2021 ◽  
Vol 39 (15_suppl) ◽  
pp. 1519-1519
Author(s):  
Morgan RL Lichtenstein ◽  
Melissa Beauchemin ◽  
Sahil Doshi ◽  
Rohit Raghunathan ◽  
Cynthia Law ◽  
...  

1519 Background: The past decade has seen a dramatic increase in the number of Food and Drug Administration approvals of oral anti-cancer drugs (OACDs). Most OACD prescriptions require coordination between providers, payers, specialty pharmacists, and financial assistance organizations, which can delay drug receipt. We evaluated median time to OACD receipt (TTR) from initial OACD prescription submission and assessed clinical and process-related factors associated with TTR. Methods: We prospectively collected data on all new OACD prescriptions for adult oncology patients at a large, urban outpatient cancer center from 1/1/2018 to 12/31/2019. We collected patient demographic, medical, and insurance data; prescription submission and delivery dates; and interactions with payers and financial assistance groups. TTR was defined as the number of days from OACD initial prescription to patient receipt of the drug. We estimated the median TTR across all patients and used multivariable logistic regression to identify factors associated with TTR above the median. Results: The cohort included 1080 patients who were prescribed 1269 new OACDs. Of these prescriptions, 84% (N=1069) were received, and 71% (N=896) required prior authorization. The median patient age was 66, 44% identified as Non-Hispanic White (White), 25% of patients had commercial insurance, 16% had Medicaid alone, and 58% had Medicare alone or in combination with another plan. The median TTR per patient was 7 days (IQR 0 – 142; 25% ≥ 14 days and 5% ≥ 30 days). In unadjusted analyses, insurance and race/ethnicity were associated with TTR. Compared with patients covered by Medicaid, those with Medicare and supplemental insurance (a partial, not free-standing plan) had nearly 2.5 times the odds of TTR >7 days controlling for other factors. Race/ethnicity showed a trend toward longer TTR with Non-Hispanic Black (Black) patients having a longer TTR compared to White patients, controlling for other factors. We did not observe statistically significant effects of either comorbidity or prior authorization requirement on TTR. Conclusions: Though the majority of oncology patients prescribed OACDs receive the drug, 71% of prescriptions required prior authorization and a quarter of patients waited at least two weeks. Disparities in TTR are primarily driven by financial factors, specifically insurance type.[Table: see text]


Stroke ◽  
2020 ◽  
Vol 51 (Suppl_1) ◽  
Author(s):  
Nicole B Sur ◽  
Sebastian Koch ◽  
Kefeng Wang ◽  
Marco R Di Tullio ◽  
Carolina Gutierrez ◽  
...  

Background: Oral anticoagulants (OACs) for stroke prevention in atrial fibrillation (AF) are largely underutilized. We identified pre-admission OAC utilization patterns and factors predictive of OAC non-use in patients hospitalized for AF-related stroke. Methods: We included 22,220 patients with ischemic stroke due to previously diagnosed AF enrolled in the Florida Stroke Registry from 2010-2017. A multivariable-adjusted logistic regression model was used to identify factors associated with pre-stroke OAC use for patients with AF-related stroke. Results: A total of 16,246 (73%) patients with AF-related stroke were not on OAC pre-stroke. Compared to patients on OAC, non-OAC patients were more likely to be ≥80 years old, have Medicaid/no insurance, lower CHA 2 DS 2 -VASc scores and greater stroke severity at presentation. After adjustment for age, sex, race-ethnicity, insurance status and vascular risk factors, baseline OAC non-use was higher for patients with Medicaid/no insurance (vs. private insurance, (OR 1.34 [95% CI 1.08-1.67]), smokers (OR 1.29 [1.09-1.52] and patients with NIHSS ≥6 (vs. NIHSS≤5, OR 1.18 [1.11-1.26]). A trend towards greater odds of OAC non-use was seen in women (vs. men, OR 1.07 [0.99-1.14, P=0.07]). Conclusion: The majority of AF-related stroke patients with known AF were not anticoagulated prior to hospitalization for stroke in our study. Insurance status and smoking status had the greatest influence on pre-stroke OAC use. Anticoagulated patients had lower stroke severity on admission. Further efforts are needed to increase OAC use to reduce the burden of stroke for patients with AF, especially for vulnerable populations.


2020 ◽  
Vol 41 (Supplement_1) ◽  
pp. S19-S20
Author(s):  
Kara McMullen ◽  
Alyssa M Bamer ◽  
Nicole S Gibran ◽  
Radha K Holavanahalli ◽  
Jeffrey C Schneider ◽  
...  

Abstract Introduction Feeling a part of community and participating in social life are important aspects of overall quality of life. Burn survivors consider community reintegration one of the most important issues affecting their recovery. Integration, including social integration, has been studied in this population, but longitudinal analyses to examine factors associated with successful integration are lacking. The current study aims to assess variables associated with social integration during the first two years post-burn. Methods Adult (18+ years) burn survivors enrolled in the Burn Model System national longitudinal database responded to questionnaires at hospital discharge and 6-, 12-, and 24-months postburn. Social integration was assessed at all follow-up timepoints using the Community Integration Questionnaire Social Integration Component Scale, which has a possible range of scores from 0 (no community integration) to 12 (excellent community integration). To examine variables associated with social integration over time, linear mixed effect models utilizing generalized least squares with maximum likelihood and robust standard errors were used. Independent variables in the model included age, sex, % total body surface area (TBSA) burned, race/ethnicity, living status at time of injury, facial burn, history of psychiatric treatment preburn, employment at follow-up assessment, and SF-12 or VR-12 mental health component scores at the time of each follow-up assessment. Results Data from 1,848 adult burn survivors were included in the analyses. Average age of the survivors was 42.9 years, 74.0% were male, 77.7% were white, 47.0% were married or living common-law with a partner, and mean total body surface area burned was 18.2%. Factors associated with better social integration over time included younger age, female sex, lower TBSA (&lt; 40%) burn size, white/non-Hispanic race, no preburn psychiatric treatment, postburn employment, and better mental health. Time was not a significant predictor, indicating that social integration scores remain relatively stable over the 24-month follow-up period. Conclusions We identified several factors that contribute to greater social integration including age, gender, burn size, race/ethnicity, employment, and mental health, with the association between age, gender, and employment status and community integration a novel finding in this population. Applicability of Research to Practice This study suggests that while most factors associated with social integration are not modifiable, interventions aimed at improving mental health and helping burn survivors return to work could also improve self-reported social integration.


Author(s):  
Nkiruka C. Atuegwu ◽  
Cheryl Oncken ◽  
Reinhard C. Laubenbacher ◽  
Mario F. Perez ◽  
Eric M. Mortensen

E-cigarette use is increasing among young adult never smokers of conventional cigarettes, but the awareness of the factors associated with e-cigarette use in this population is limited. The goal of this work was to use machine learning (ML) algorithms to determine the factors associated with current e-cigarette use among US young adult never cigarette smokers. Young adult (18–34 years) never cigarette smokers from the 2016 and 2017 Behavioral Risk Factor Surveillance System (BRFSS) who reported current or never e-cigarette use were used for the analysis (n = 79,539). Variables associated with current e-cigarette use were selected by two ML algorithms (Boruta and Least absolute shrinkage and selection operator (LASSO)). Odds ratios were calculated to determine the association between e-cigarette use and the variables selected by the ML algorithms, after adjusting for age, gender and race/ethnicity and incorporating the BRFSS complex design. The prevalence of e-cigarette use varied across states. Factors previously reported in the literature, such as age, race/ethnicity, alcohol use, depression, as well as novel factors associated with e-cigarette use, such as disabilities, obesity, history of diabetes and history of arthritis were identified. These results can be used to generate further hypotheses for research, increase public awareness and help provide targeted e-cigarette education.


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