15 results on '"Brown, Clare C."'
Search Results
2. Breastfeeding Intentions among Pregnant Women Enrolled in a Healthy Start Program in Arkansas.
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Ayers, Britni L., Brown, Clare C., Andersen, Jennifer A., Callaghan-Koru, Jennifer, and McElfish, Pearl A.
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ATTITUDES toward breastfeeding , *CROSS-sectional method , *MATERNAL health services , *RESOURCE allocation , *RESEARCH funding , *FISHER exact test , *LOGISTIC regression analysis , *PREGNANT women , *DESCRIPTIVE statistics , *WHITE people , *MULTIVARIATE analysis , *BLACK people , *RACE , *ODDS ratio , *INFANT nutrition , *BREASTFEEDING promotion , *INTENTION , *COMMUNITY-based social services , *SOCIAL classes - Abstract
Introduction: Exclusive breastfeeding is recognized as the optimal source of nutrition for infants. Although exclusive breastfeeding rates have increased overall in the United States, substantial inequities exist in breastfeeding among individuals of different socioeconomic statuses, races, and ethnicities. The purpose of this study was to examine characteristics associated with exclusive breastfeeding intentions among pregnant women in Arkansas enrolled in a Healthy Start program. Methods: The current study included a cross-sectional design, with a sample of 242 pregnant women in Arkansas enrolled in a Healthy Start program. Results: The majority of the participants (56.6%) indicated their infant feeding intentions included a combination of breastfeeding and formula feeding. There were substantial differences in breastfeeding intentions among women of different races/ethnicities, with 18.5% of Marshallese women indicating they planned to exclusively breastfeed, compared to 42.1% of White women, 47.6% of Black women, and 31.8% of Hispanic women (p < 0.001). Women over the age of 18 and with higher educational attainment were more likely to intend on exclusively breastfeeding. Discussion: This is the first study to examine characteristics associated with exclusive breastfeeding intentions among pregnant women in Arkansas enrolled in a Healthy Start program. The study found that race/ethnicity and age were most strongly associated with breastfeeding intentions. These findings are critical to identifying populations for resource allocation and to developing culturally-tailored interventions to help women in Arkansas achieve their desired infant feeding methods. Significance: What is already known on this subject?: Exclusive breastfeeding is recognized as the optimal source of nutrition for infants, and it has been associated with decreased risk of obesity and cardiometabolic disease for both mother and infant. Although exclusive breastfeeding rates have increased overall in the United States, substantial inequities exist in breastfeeding among individuals of different socioeconomic statuses, races, and ethnicities. What this study adds?: This is the first study to examine characteristics associated with exclusive breastfeeding intentions among pregnant women in Arkansas enrolled in a Healthy Start program. The study found that race/ethnicity and age were most strongly associated with breastfeeding intentions. [ABSTRACT FROM AUTHOR]
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- 2024
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3. Application Status Among Women Enrolled in a Healthy Start Program in Arkansas for the Special Nutrition Program for Women and Children.
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Reece, Sharon, McElfish, Pearl A., Andersen, Jennifer A., Ayers, Britni L., Tiwari, Tanvangi, Willis, Don E., Rowland, Brett, Norris, Jacqueline D., Beasley, Kristen, Mendoza Kabua, Philmar, and Brown, Clare C.
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CROSS-sectional method ,HISPANIC Americans ,FISHER exact test ,GOVERNMENT programs ,SURVEYS ,TREATMENT effectiveness ,INCOME ,PSYCHOLOGY of women ,COMMUNITY-based social services ,DESCRIPTIVE statistics ,HEALTH insurance ,RESEARCH funding ,LOGISTIC regression analysis ,WHITE people ,PREGNANCY - Abstract
This study aimed to examine the demographic characteristics of pregnant women in a Healthy Start program who are presumed eligible for the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC), but who have not yet applied for WIC benefits. We used a cross sectional evaluation of data collected from pregnant women (n=203) participating in a Healthy Start program. Data came from surveys administered at enrollment in the Healthy Start program from July 15th, 2019 until January 14th, 2022. The primary outcome was WIC application status, which was determined by whether the woman had applied or was receiving benefits at the time of enrollment. Covariates included race/ethnicity, marital status, insurance, education, income, age, employment, and having previous children/pregnancies. Fisher exact tests and logistic regression were used to examine associations. Approximately 65% of women had not yet applied for WIC benefits. Marshallese women (80.9%) and other NHPI women (80.0%) had the highest need for assistance. In adjusted analyses, White women (p = 0.040) and Hispanic women (p = 0.005) had lower rates of needing assistance applying for WIC than Marshallese women. There were higher rates of needing assistance in applying for women with private insurance or with no insurance and for those with higher incomes. Nearly two out of every three pregnant women who were eligible for WIC had not yet applied for benefits. The findings highlight the need for outreach for all populations that may be eligible, particularly among racial/ethnic minorities and those with higher incomes. [ABSTRACT FROM AUTHOR]
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- 2023
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4. Identification of racial/ethnic disparities associated with severe maternal morbidity using the Arkansas All‐Payer Claims Database (2013‐2017).
- Author
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Rezaeiahari, Mandana, Brown, Clare C., Ali, Mir M., Tilford, J. Mick, and Magann, Everett F.
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SCIENTIFIC observation , *CONFIDENCE intervals , *MULTIPLE regression analysis , *BLOOD transfusion , *MULTIVARIATE analysis , *RACE , *RETROSPECTIVE studies , *SEVERITY of illness index , *HEALTH insurance reimbursement , *SOCIOECONOMIC factors , *PUERPERIUM , *RESEARCH funding , *DESCRIPTIVE statistics , *BIRTH certificates , *HEALTH equity , *DATA analysis software , *STATISTICAL models , *ODDS ratio , *MATERNAL mortality , *COMORBIDITY , *ALGORITHMS , *INSURANCE - Abstract
Objective: To evaluate the effect of maternal characteristics on the odds of severe maternal morbidity (SMM) through 42 days postpartum. Study Design: We conducted a retrospective observational study of 77 172 births using birth certificate and insurance claims data from the Arkansas All Payers Claims Database, years 2013‐2017, to identify racial disparities associated with SMM for births between April 1, 2014, and November 19, 2017. Methods: Multiple logistic regression was used to examine the effect of sociodemographic factors and clinical comorbidities on the odds of SMM among non‐Hispanic white ("white"), non‐Hispanic Black ("Black"), and Hispanic women. Results: The rate of SMM was 227.41 per 10 000 births, with Black women (330 per 10 000 births; 95% CI: 296.16‐366.38), having a significantly higher rates than white women (197; 95% CI: 171.72‐225.84) and Hispanic women (180; 95% CI: 155.86‐207.54). After adjusting for maternal demographics, birth‐related clinical variables, and comorbidities, SMM remained higher among Black women (aOR 1.37; 95% CI 1.11‐1.70) relative to white women. Conclusions: Comorbidities, socioeconomic factors, and other factors did not fully explain the Black–white disparities in SMM. Persistent disparities in the rates of SMM throughout 42 days postpartum among Black women relative to white women points to the need for higher quality, more equitable care for women of color in the fist months postpartum. [ABSTRACT FROM AUTHOR]
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- 2023
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5. Racial differences in COVID-19 vaccine acceptance in Arkansas.
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Amick III, Benjamin C., Allen, Jaimi L., Brown, Clare C., Goudie, Anthony, Tilford, Mick, and Williams, Mark
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COVID-19 vaccines ,RACIAL differences ,VACCINE safety ,VACCINE hesitancy ,CAMPAIGN management - Abstract
Vaccines are one of the most successful tools for protecting the public's health. However, widespread vaccine hesitancy in the Southern United States is preventing effective mitigation of the current COVID-19 pandemic. The purpose of this study was to assess COVID-19 vaccine acceptance among adults living in a largely rural Southern state. This cross-sectional study collected data from 1,164 Arkansas residents between October 3 and October 17, 2020 using random digit dialing. The primary outcome was a multidimensional COVID-19 vaccine acceptance measure with scores between -3 to +3. The full COVID-19 vaccine acceptance scale was measured along with perceived vaccine safety, effectiveness, acceptance, value, and legitimacy subscales. Statistical analyses were conducted using multivariable linear regression. Results indicated Black participants had the lowest overall vaccine acceptance (0.5) compared to White participants (1.2). Hispanic participants had the highest scores (1.4). In adjusted models, Black participants had 0.81 points lower acceptance than White participants, and Hispanic participants had 0.35 points higher acceptance. Hispanic participants had the highest scores for all five vaccine acceptance subscales, relatively equivalent to White participants. Black participants had consistently lower scores, especially perceived vaccine safety (mean -0.2, SD 0.1). In conclusion, the lowest vaccine acceptance rates were among Black participants particularly on perceived vaccine safety. While Black participants had the lowest acceptance scores, Hispanic participants had the highest. This variability shows the value of a multidimensional vaccine acceptance measure to inform COVID-19 vaccination campaign strategies. [ABSTRACT FROM AUTHOR]
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- 2023
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6. Motherhood Together: Effects of an Adapted Prenatal Curriculum on Mother and Infant Outcomes.
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Lovan, Rebecca, Brown, Clare C., Bryant-Moore, Keneshia, McCormack, Leslie, Ward, Nicole, Kalkwarf, Shannon, English, Beverly, and Riley, Elizabeth
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CHILDBIRTH education , *MOTHERHOOD , *HOUSING stability , *INTERPROFESSIONAL education , *HEALTH literacy , *PRENATAL care , *PREGNANT women - Abstract
Background: Research shows that pregnant women experiencing housing insecurity are more likely to face barriers to prenatal care that can lead to negative health outcomes for both mother and infant. Previous studies have also shown that prenatal education programs provide pregnant mothers with the knowledge and resources that increase the likelihood of positive health outcomes. An interprofessional healthcare team in Central Arkansas modified an existing prenatal education program to create Motherhood Together, a program specifically tailored for pregnant women facing house insecurity. Methods: The purpose of this initial evaluation of the Motherhood Together program was to identify the feasibility of the program and preliminary outcomes. This evaluation sought to better understand the demographic composition of the population participating in Motherhood Together (n = 19), as well as the effect of the program on infant outcomes, health literacy, and maternal self-care. The overall participant experience and feedback to enhance the program was also obtained. Results: The average age of participants was 24.6 years old and 77.8% reported high school as their highest level of educational attainment. The majority of participants identified as Black/African American (77.8%) and 22.2% identified as White. Participants scored the experience of Motherhood Together sessions positively with an overall score of 3.75/4.00. Participants reported an average gestational age at delivery being 36.9 weeks with 25% reporting preterm births following the program. Multivitamins were reported as being taken by 100% of participants following participation. Conclusion: Tailoring the pre-existing educational program to create the Motherhood Together program was clearly feasible and continues to serve as a critical resource for improving equity in infant and maternal outcomes in central Arkansas. [ABSTRACT FROM AUTHOR]
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- 2022
7. Race, poverty, and the lack of follow-up for Arkansas students that fail vision screenings: a cross-sectional study over 7 years.
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Ly, Victoria V., Elhusseiny, Abdelrahman M., Cannon, Thomas C., and Brown, Clare C.
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VISION testing ,SCHOOL districts ,EYE care ,CROSS-sectional method ,SCHOOL nursing ,POVERTY - Abstract
To analyze rates of follow-up eye care for students that failed school vision screenings over a 7-year period in 238 Arkansas school districts. In this cross-sectional study, vision screening, demographic, socioeconomic, academic, and eye care provider data were collected. The main outcomes were referral rates, rates of follow-up eye care for students with failed vision screenings, and estimated associations between the rate of follow-up and school district and county-level characteristics, such as race, poverty, insurance coverage, academic achievement, and the number of eye care providers. A total of 1,744,805 vision screenings over 7 academic years (2013-2020) were included. The average screening rate was 35.4% across the study years. The screening failure rate ranged from 8.0% to 9.4%. Two-thirds of districts had a follow-up rate between 20% and 50%. 91% had follow-up rates of <60%. School districts with higher concentrations of White students (P < 0.001), higher graduation rates (P = 0.024), higher percentages of students on government-assisted insurance (P = 0.035), and higher standardized scores (P < 0.001) had higher rates of follow-up. There were no statistically significant relationships between the rate of follow-up eye care and the number of school nurses per school district or the number of ophthalmologists or optometrists per county. Arkansas children in our study cohort that failed vision screenings had inadequate follow-up eye care. Follow-up rates were associated with several key indicators of socioeconomic status.▪ [ABSTRACT FROM AUTHOR]
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- 2023
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8. Association of Allergy Specialty Care and Asthma Outcomes for Medicaid-Enrolled Children.
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Boyd M, Eyimina A, Brown CC, Goudie A, Ararat E, Rezaeiahari M, Perry TT, Tilford JM, and Jefferson AA
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- Humans, United States, Child, Male, Female, Child, Preschool, Arkansas, Adolescent, Hospitalization statistics & numerical data, Infant, Retrospective Studies, Allergy and Immunology, Emergency Service, Hospital statistics & numerical data, Medicaid statistics & numerical data, Asthma therapy
- Abstract
Objective: To evaluate the comparative effectiveness of allergy specialist care for children with asthma enrolled in the Arkansas Medicaid program., Study Design: We used the Arkansas All-Payers Claims Database to identify Medicaid-enrolled children with asthma who had an allergy specialist visit in 2018. These children were propensity score matched to children without an allergy specialist visit to evaluate differences in asthma-related adverse events (AAEs), specifically emergency department visits and/or hospitalizations in 2019. Multivariable logistic regression was used to assess the association between allergy specialist care in 2018 and AAEs in 2019., Results: Prior to matching, a higher percentage of children with an allergy specialist visit had persistent asthma, were atopic, and received influenza vaccination. In the matched sample, 10.1% of identified patients experienced an AAE in 2019. Adjusted analysis showed 21.0% lower odds of AAEs (aOR: 0.79; 95% CI: 0.63, 0.98) in 2019 for children with an allergy specialist visit (n = 2964) in 2018 compared with those without an allergy specialist visit (ME: 9.1% vs 11.0%; P = .04)., Conclusions: Children with asthma enrolled in Arkansas Medicaid who saw an allergy specialist were less likely to have an AAE. Asthma quality metrics developed using guideline-based recommendations for allergy specialist care should be considered for asthma health management programs., Competing Interests: Declaration of Competing Interest The authors have no relevant conflicts of interest to disclose. Research reported in this publication was supported by the National Heart, Lung, and Blood Institute of the National Institutes of Health under Award Number K23HL174407. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. Partial support for this project was provided by the AID/ABI/ACHI All Payer Claims Database. Cooperative Agreement. M Boyd was supported by the National Institute on Minority Health and Health Disparities (NIMHD) under award number T32MD015016. CC Brown was supported by the National Institute on Minority Health and Health Disparities (NIMHD) of the National Institutes of Health [1K01MD018072]. M. Rezaeiahari was supported by the National Institute of Diabetes and Digestive and Kidney Diseases of the National Institutes of Health (1K25DK136966). TT Perry reports grants to her institution from the National Institute of Nursing Research, the National Heart, Lung and Blood Institute, the National Institute of Allergy and Infectious Diseases and National Institutes of Health Office of the Director. She is an At-Large Member of the American Academy of Asthma Allergy and Immunology Board of Directors., (Copyright © 2024 Elsevier Inc. All rights reserved.)
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- 2025
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9. Association of copayments with healthcare utilization and expenditures among Medicaid enrollees with a substance use disorder.
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Lazic A, Tilford JM, Davis VP, and Brown CC
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- Humans, United States, Female, Male, Adult, Middle Aged, Arkansas, Cost Sharing statistics & numerical data, Cost Sharing economics, Young Adult, Deductibles and Coinsurance statistics & numerical data, Deductibles and Coinsurance economics, Adolescent, Telemedicine economics, Telemedicine statistics & numerical data, Medicaid economics, Medicaid statistics & numerical data, Substance-Related Disorders economics, Substance-Related Disorders therapy, Substance-Related Disorders epidemiology, Health Expenditures statistics & numerical data, Patient Acceptance of Health Care statistics & numerical data
- Abstract
Background: The purpose of this study was to examine the association between copayments and healthcare utilization and expenditures among Medicaid enrollees with substance use disorders., Methods: This study used claims data (2020-2021) from a private insurer participating in Arkansas's Medicaid expansion. We compared service utilization and expenditures for enrollees in different Medicaid program structures with varying copayments. Enrollees with incomes above 100 % FPL (N = 10,240) had copayments for substance use treatment services while enrollees below 100 % FPL (N = 2478) did not. Demographic, diagnostic, utilization, and cost information came from claims and enrollment information. The study identified substance use and clinical comorbidities using claims from July through December 2020 and evaluated utilization and costs in 2021. Generalized linear models (GLM) estimated outcomes using single equation and two-part modeling. A gamma distribution and log link were used to model expenditures, and negative binomial models were used to model utilization. A falsification test comparing behavioral health telemedicine utilization, which had no cost sharing in either group, assessed whether differences in the groups may be responsible for observed findings., Results: Substance use enrollees with copayments were less likely to have a substance use or behavioral health outpatient (-0.04 PP adjusted; p = 0.001) or inpatient visit (-0.04 PP; p = 0.001) relative to their counterparts without copayments, equal to a 17 % reduction in substance use or behavioral health outpatient services and a nearly 50 % reduction in inpatient visits. The reduced utilization among enrollees with a copayment was associated with a significant reduction in total expenses ($954; p = 0.001) and expenses related to substance use or behavioral health services ($532; p = 0.001). For enrollees with at least one behavioral health visit, there were no differences in outpatient or inpatient utilization or expenditures between enrollees with and without copayments. Copayments had no association with non-behavioral health or telemedicine services where neither group had cost sharing., Conclusion: Copayments serve as an initial barrier to substance use treatment, but are not associated with the amount of healthcare utilization conditional on using services. Policy makers and insurers should consider the role of copayments for treatment services among enrollees with substance use disorders in Medicaid programs., (Copyright © 2024 Elsevier Inc. All rights reserved.)
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- 2024
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10. Economic Report of General Inpatient Hospice in an Academic Medical Center.
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Rezaeiahari M, Brown CC, Schmit T, and Tilford JM
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- Humans, Retrospective Studies, Female, Male, Cross-Sectional Studies, Aged, Middle Aged, Arkansas, Aged, 80 and over, Inpatients statistics & numerical data, Resuscitation Orders, Academic Medical Centers economics, Academic Medical Centers organization & administration, Length of Stay statistics & numerical data, Length of Stay economics, Hospice Care economics, Hospice Care organization & administration, Hospice Care statistics & numerical data
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This study examined if there was difference in cost of care after implementation of scattered bed inpatient hospice, first implemented in October 2021 in an Academic Medical Center in Arkansas. This retrospective, cross-sectional study compared the cost of care during the pre-implementation phase (n = 121, July 2020-March 2021) to patients admitted to hospice care (n = 84, October 2021-June 2022). Hospice length of stay (LOS) was 4 times longer than the LOS after a Do Not Resuscitate order (DNR) was placed for patients in the pre-implementation period. The end of life costs after the implementation of inpatient hospice was 69% less than the end of life costs in the pre-implementation period., Competing Interests: Declaration of Conflicting InterestsThe author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
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- 2024
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11. Predicting pediatric severe asthma exacerbations: an administrative claims-based predictive model.
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Rezaeiahari M, Brown CC, Eyimina A, Perry TT, Goudie A, Boyd M, Tilford JM, and Jefferson AA
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- United States epidemiology, Child, Humans, Risk Factors, Hospitalization, Arkansas, Hospitals, Emergency Service, Hospital, Asthma diagnosis, Asthma epidemiology, Asthma drug therapy
- Abstract
Objective: Previous machine learning approaches fail to consider race and ethnicity and social determinants of health (SDOH) to predict childhood asthma exacerbations. A predictive model for asthma exacerbations in children is developed to explore the importance of race and ethnicity, rural-urban commuting area (RUCA) codes, the Child Opportunity Index (COI), and other ICD-10 SDOH in predicting asthma outcomes., Methods: Insurance and coverage claims data from the Arkansas All-Payer Claims Database were used to capture risk factors. We identified a cohort of 22,631 children with asthma aged 5-18 years with 2 years of continuous Medicaid enrollment and at least one asthma diagnosis in 2018. The goal was to predict asthma-related hospitalizations and asthma-related emergency department (ED) visits in 2019. The analytic sample was 59% age 5-11 years, 39% White, 33% Black, and 6% Hispanic. Conditional random forest models were used to train the model., Results: The model yielded an area under the curve (AUC) of 72%, sensitivity of 55% and specificity of 78% in the OOB samples and AUC of 73%, sensitivity of 58% and specificity of 77% in the training samples. Consistent with previous literature, asthma-related hospitalization or ED visits in the previous year (2018) were the two most important variables in predicting hospital or ED use in the following year (2019), followed by the total number of reliever and controller medications., Conclusions: Predictive models for asthma-related exacerbation achieved moderate accuracy, but race and ethnicity, ICD-10 SDOH, RUCA codes, and COI measures were not important in improving model accuracy.
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- 2024
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12. Asthma Quality Measurement and Adverse Outcomes in Medicaid-Enrolled Children.
- Author
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Jefferson AA, Brown CC, Eyimina A, Goudie A, Rezaeiahari M, Perry TT, and Tilford JM
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- United States, Child, Humans, Ethnicity, Emergency Service, Hospital, Arkansas, Medicaid, Asthma diagnosis, Asthma epidemiology, Asthma drug therapy
- Abstract
Objectives: To determine the association between the asthma medication ratio (AMR) quality measure and adverse outcomes among Medicaid-enrolled children with asthma in Arkansas, given concerns regarding the utility of the AMR in evaluating pediatric risk of asthma-related adverse events (AAEs)., Methods: We used the Arkansas All-Payer Claims Database to identify Medicaid-enrolled children with asthma using a nonrestrictive case definition and additionally using the standard Healthcare Effectiveness Data and Information Set (HEDIS) persistent asthma definition. We assessed the AMR using the traditional dichotomous HEDIS AMR categorization and across 4 expanded AMR categories. Regression models assessed associations between AMR and AAE including hospitalization and emergency department utilization, with models conducted overall and by race and ethnicity., Results: Of the 22 788 children in the analysis, 9.0% had an AAE (6.7% asthma-related emergency department visits; 3.0% asthma-related hospitalizations). We found poor correlation between AMR and AAE, with higher rates of AAE (10.5%) among children with AMR ≥0.5 compared with AMR <0.5 (8.5%; P < .001), and similar patterns stratified by racial and ethnic subgroups. Expanded AMR categorization revealed notable differences in associations between AMR and AAEs, compared with traditional dichotomous categorization, with worse performance in Black children., Conclusions: The AMR performed poorly in identifying risk of adverse outcomes among Medicaid-enrolled children with asthma. These findings underscore concerns of the utility of the AMR in population health management and reliance on restrictive HEDIS definitions. New population health frameworks incorporating broader considerations that accurately identify at-risk children are needed to improve equity in asthma management and outcomes., (Copyright © 2023 by the American Academy of Pediatrics.)
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- 2023
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13. Variation in Time Between Testing Positive for COVID-19 and Hospital Admission by Race/Ethnicity and Insurance Status.
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Porter A, Brown CC, Rodriguez A, Zohoori N, Wells S, Crump A, Romero J, and Tilford JM
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- Adolescent, Adult, Aged, Female, Humans, Male, Middle Aged, Young Adult, Arkansas, COVID-19 Testing statistics & numerical data, Healthcare Disparities ethnology, Healthcare Disparities statistics & numerical data, Insurance, Health statistics & numerical data, Medicaid statistics & numerical data, Medically Uninsured statistics & numerical data, Racial Groups statistics & numerical data, Time Factors, United States, Black or African American, White, Hispanic or Latino, COVID-19 ethnology, COVID-19 epidemiology, COVID-19 diagnosis, Ethnicity statistics & numerical data, Hospitalization statistics & numerical data, Insurance Coverage statistics & numerical data
- Abstract
Understanding the extent to which demographic and socioeconomic factors play a role in the disparities associated with duration between testing positive for COVID-19 and hospital admission will help in achieving equitable health outcomes. This project linked the statewide COVID-19 registry to administrative datasets to examine the variation in times between testing positive for COVID-19 and hospital admission by race/ethnicity and insurance. In 2020, there were 11,314 patients admitted for COVID-19 in Arkansas. Approximately 42.2% tested positive for COVID-19 on the same day as hospital admission. Black patients had 38% higher odds of hospitalization on the day of testing compared with White patients (p<.001). Medicaid and uninsured patients had 51% and 50% higher odds of admission on the day of testing compared with privately insured patients (both p<.001), respectively. This study highlights the implications of reduced access to testing with respect to equitable health outcomes.
- Published
- 2023
14. SARS-CoV-2 Incidence in K-12 School Districts with Mask-Required Versus Mask-Optional Policies - Arkansas, August-October 2021.
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Donovan CV, Rose C, Lewis KN, Vang K, Stanley N, Motley M, Brown CC, Gray FJ Jr, Thompson JW, Amick BC 3rd, Williams ML, Thomas E, Neatherlin J, Zohoori N, Porter A, and Cima M
- Subjects
- Arkansas epidemiology, COVID-19 epidemiology, Humans, Incidence, SARS-CoV-2, COVID-19 prevention & control, Health Policy, Masks, Schools
- Abstract
Masks are effective at limiting transmission of SARS-CoV-2, the virus that causes COVID-19 (1), but the impact of policies requiring masks in school settings has not been widely evaluated (2-4). During fall 2021, some school districts in Arkansas implemented policies requiring masks for students in kindergarten through grade 12 (K-12). To identify any association between mask policies and COVID-19 incidence, weekly school-associated COVID-19 incidence in school districts with full or partial mask requirements was compared with incidence in districts without mask requirements during August 23-October 16, 2021. Three analyses were performed: 1) incidence rate ratios (IRRs) were calculated comparing districts with full mask requirements (universal mask requirement for all students and staff members) or partial mask requirements (e.g., masks required in certain settings, among certain populations, or if specific criteria could not be met) with school districts with no mask requirement; 2) ratios of observed-to-expected numbers of cases, by district were calculated; and 3) incidence in districts that switched from no mask requirement to any mask requirement were compared before and after implementation of the mask policy. Mean weekly district-level attack rates were 92-359 per 100,000 persons in the community* and 137-745 per 100,000 among students and staff members; mean student and staff member vaccination coverage ranged from 13.5% to 18.6%. Multivariable adjusted IRRs, which included adjustment for vaccination coverage, indicated that districts with full mask requirements had 23% lower COVID-19 incidence among students and staff members compared with school districts with no mask requirements. Observed-to-expected ratios for full and partial mask policies were lower than ratios for districts with no mask policy but were slightly higher for districts with partial policies than for those with full mask policies. Among districts that switched from no mask requirement to any mask requirement (full or partial), incidence among students and staff members decreased by 479.7 per 100,000 (p<0.01) upon implementation of the mask policy. In areas with high COVID-19 community levels, masks are an important part of a multicomponent prevention strategy in K-12 settings (5)., Competing Interests: All authors have completed and submitted the International Committee of Medical Journal Editors form for disclosure of potential conflicts of interest. Namvar Zohoori reports membership on the Arkansas Center for Health Improvement Health Policy Board and ownership of stock or stock options in Moderna. Mark L. Williams and Joseph W. Thompson report support from the University of Arkansas for Medical Sciences. Kanna N. Lewis reports institutional grant support from the CommonWealth Fund, Health Resources Services Administration, and the Arkansas Department of Health and travel support to an international conference on health policy Statistics from the Arkansas Center for Health Improvement. Franklin John Gray Jr. reports receipt of an honorarium for lecture at the Arkansas Academy of Family Physicians. No other potential conflicts of interest were disclosed.
- Published
- 2022
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15. Understanding racial disparities in severe maternal morbidity using Bayesian network analysis.
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Rezaeiahari M, Brown CC, Ali MM, Datta J, and Tilford JM
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- Adolescent, Adult, Arkansas, Bayes Theorem, Female, Humans, Insurance statistics & numerical data, Maternal Health statistics & numerical data, Middle Aged, Minority Health statistics & numerical data, Morbidity, Pregnancy, Pregnancy Complications epidemiology, Health Status Disparities, Maternal Health ethnology, Pregnancy Complications ethnology
- Abstract
Previous studies have evaluated the marginal effect of various factors on the risk of severe maternal morbidity (SMM) using regression approaches. We add to this literature by utilizing a Bayesian network (BN) approach to understand the joint effects of clinical, demographic, and area-level factors. We conducted a retrospective observational study using linked birth certificate and insurance claims data from the Arkansas All-Payer Claims Database (APCD), for the years 2013 through 2017. We used various learning algorithms and measures of arc strength to choose the most robust network structure. We then performed various conditional probabilistic queries using Monte Carlo simulation to understand disparities in SMM. We found that anemia and hypertensive disorder of pregnancy may be important clinical comorbidities to target in order to reduce SMM overall as well as racial disparities in SMM., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2021
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