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Suntai Z, Noh H, Lee L, Bell JG, Lippe MP, Lee HY. Quality of Care at the End of Life: Applying the Intersection of Race and Gender. THE GERONTOLOGIST 2024; 64:gnad012. [PMID: 36786381 DOI: 10.1093/geront/gnad012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Indexed: 02/15/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Research on racial and gender disparities in end-of-life care quality has burgeoned over the past few decades, but few studies have incorporated the theory of intersectionality, which posits that membership in 2 or more vulnerable groups may result in increased hardships across the life span. As such, this study aimed to examine the intersectional effect of race and gender on the quality of care received at the end of life among older adults. RESEARCH DESIGN AND METHODS Data were derived from the combined Round 3 to Round 10 of the National Health and Aging Trends Study. For multivariate analyses, 2 logistic regression models were run; Model 1 included the main effects of race and gender and Model 2 included an interaction term for race and gender. RESULTS Results revealed that White men were the most likely to have excellent or good care at the end of life, followed by White women, Black men, and Black women, who were the least likely to have excellent or good care at the end of life. DISCUSSION AND IMPLICATIONS These results point to a significant disadvantage for Black women, who had worse end-of-life care quality than their gender and racial peers. Practice interventions may include cultural humility training and a cultural match between patients and providers. From a policy standpoint, a universal health insurance plan would reduce the gap in end-of-life service access and quality for Black women, who are less likely to have supplemental health care coverage.
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Affiliation(s)
- Zainab Suntai
- Diana R. Garland School of Social Work, Baylor University, Waco, Texas, USA
| | - Hyunjin Noh
- School of Social Work, University of Alabama, Tuscaloosa, Alabama, USA
| | - Lewis Lee
- School of Social Work, University of Alabama, Tuscaloosa, Alabama, USA
| | - John Gregory Bell
- College of Community Health Sciences, University of Alabama, Tuscaloosa, Alabama, USA
| | - Megan P Lippe
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Hee Yun Lee
- School of Social Work, University of Alabama, Tuscaloosa, Alabama, USA
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Silva Júnior AE, de Oliveira ADS, Praxedes DRS, da Costa Paula DT, de Lima Macena M, de Menezes Toledo Florêncio TM, Clemente APG, Bueno NB. Social and Racial Disparities in Food Consumption Among Brazilian College Students: a Nationwide Study. J Racial Ethn Health Disparities 2023; 10:2630-2640. [PMID: 36344748 DOI: 10.1007/s40615-022-01441-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 10/16/2022] [Accepted: 10/25/2022] [Indexed: 11/09/2022]
Abstract
This study aims to assess the association between economic class, race/skin color, and food consumption among Brazilian college students. A cross-sectional web-based survey was conducted with college students from all over Brazil. Demographic data, economic class, self-reported race/skin color, anthropometry, and food consumption markers from the Brazilian Food and Nutrition Surveillance System were collected. The final sample comprised 5843 participants with a mean age of 24.1 (SD: 6.3) years, 4292 (73.5%) were female, and 810 (13.9%) in the highest economic stratum. We observed a progressive decrease in the frequency of fresh fruits and vegetables consumption from higher to lower economic classes (p < 0.01 for both). Contrarily, there was a progressive increase in the frequency of consumption of beans from higher to lower economic classes (p < 0.01). The frequency consumption of vegetables was also associated with race/skin color (p < 0.01), being lower in brown (PR: 0.94; CI 95%: 0.90; 0.98), and black (PR: 0.91; 95% CI: 0.85; 0.98) individuals, compared to white individuals. Brown individuals showed higher frequency consumption of beans (PR: 1.10; 95% CI: 1.05; 1.15) than whites. When compared to individuals of white race/skin color, brown (PR: 1.07; 95% CI: 1.01; 1.13) and black (PR: 1.15; 95% CI: 1.07; 1.23) individuals showed higher frequency consumption of sweetened beverages. Economic class and race/skin color were independent factors associated with the food consumption of Brazilian college students.
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Affiliation(s)
- André Eduardo Silva Júnior
- Programa de Pós-Graduação em Nutrição, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Ana Debora Santos de Oliveira
- Faculdade de Nutrição, Universidade Federal de Alagoas, Avenida Lourival de Melo Mota S/N, Maceió-AL, 57072-970, Brazil
| | - Dafiny Rodrigues Silva Praxedes
- Programa de Pós-Graduação em Nutrição, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | | | - Mateus de Lima Macena
- Programa de Pós-Graduação em Nutrição, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | | | - Ana Paula Grotti Clemente
- Faculdade de Nutrição, Universidade Federal de Alagoas, Avenida Lourival de Melo Mota S/N, Maceió-AL, 57072-970, Brazil
| | - Nassib Bezerra Bueno
- Faculdade de Nutrição, Universidade Federal de Alagoas, Avenida Lourival de Melo Mota S/N, Maceió-AL, 57072-970, Brazil.
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Cromer SJ, Thaweethai T, Wexler DJ. Racial/ethnic and socioeconomic disparities in achievement of treatment goals within a clinical trial: a secondary analysis of the ACCORD trial. Diabetologia 2023; 66:2261-2274. [PMID: 37715820 PMCID: PMC10942722 DOI: 10.1007/s00125-023-05997-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 07/31/2023] [Indexed: 09/18/2023]
Abstract
AIMS/HYPOTHESIS Clinical trial participation should theoretically reduce barriers to care by ensuring medication and healthcare access. We aimed to evaluate disparities in achieving diabetes treatment targets by race/ethnicity and educational attainment within the Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial (ClinicalTrials.gov NCT00000620). METHODS The ACCORD trial included three interventions of varying participant burden: glycaemic (high burden), blood pressure (medium burden) and triglyceride-lowering (low burden). We examined adjusted odds ratios (aORs) for achievement of glycaemic targets, blood pressure targets and a ≥25% reduction in triglyceride levels (a proxy for adherence to fenofibrate therapy) in the first year, and for hypoglycaemia requiring medical assistance at any time, by treatment arm, race/ethnicity and educational attainment using multivariable models adjusted for demographics and clinical characteristics. We explored whether disparities in glycaemic goal achievement were mediated by hypoglycaemia, medication use, change in BMI or number of study visits attended. RESULTS Compared with White participants, participants who identified as Black, Hispanic and Other race/ethnicity were less likely to achieve glycaemic targets (aOR [95% CI]) 0.63 [0.55,0.71], 0.73 [0.61, 0.88], 0.82 [0.71, 0.96], respectively); Black participants but not Hispanic and Other race/ethnicity participants were less likely to achieve blood pressure targets (aOR [95% CI] 0.77 [0.65, 0.90], 1.01 [0.78, 1.32], 1.01 [0.81, 1.26], respectively); and Black, Hispanic and Other race/ethnicity participants were equally or more likely to achieve triglyceride reduction (aOR [95% CI] 1.77 [1.38, 2.28], 1.34 [0.98, 1.84], 1.43 [1.10, 1.85], respectively). Differences in goal achievement by educational attainment were generally not significant after adjusting for baseline characteristics. Rates of hypoglycaemia requiring medical assistance were highest among Black individuals and those with lower educational attainment. Associations between race/ethnicity and glycaemic control were partially mediated by differences in insulin dosing and oral medication use. CONCLUSIONS/INTERPRETATION Racially/ethnically minoritised participants in the ACCORD trial were less likely to achieve high-burden (glycaemic) treatment goals but were generally similarly likely to achieve goals of less intensive interventions. Differences in glycaemic treatment goal achievement were partially mediated by differences in medication use but not mediated by hypoglycaemia, change in BMI or study visit attendance.
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Affiliation(s)
- Sara J Cromer
- Diabetes Unit, Division of Endocrinology, Massachusetts General Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
- Broad Institute of Harvard and MIT, Boston, MA, USA.
| | - Tanayott Thaweethai
- Diabetes Unit, Division of Endocrinology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Deborah J Wexler
- Diabetes Unit, Division of Endocrinology, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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Presley CA, Khodneva Y, Juarez LD, Howell CR, Agne AA, Riggs KR, Huang L, Pisu M, Levitan EB, Cherrington AL. Trends and Predictors of Glycemic Control Among Adults With Type 2 Diabetes Covered by Alabama Medicaid, 2011-2019. Prev Chronic Dis 2023; 20:E81. [PMID: 37708338 PMCID: PMC10516203 DOI: 10.5888/pcd20.220332] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/16/2023] Open
Abstract
INTRODUCTION Despite advances in diabetes management, only one-quarter of people with diabetes in the US achieve optimal targets for glycated hemoglobin A1c (HbA1c), blood pressure, and cholesterol. We sought to evaluate temporal trends and predictors of achieving glycemic control among adults with type 2 diabetes covered by Alabama Medicaid from 2011 through 2019. METHODS We completed a retrospective analysis of Medicaid claims and laboratory data, using person-years as the unit of analysis. Inclusion criteria were being aged 19 to 64 years, having a diabetes diagnosis, being continuously enrolled in Medicaid for a calendar year and preceding 12 months, and having at least 1 HbA1c result during the study year. Primary outcomes were HbA1c thresholds of <7% and <8%. Primary exposure was study year. We conducted separate multivariable-adjusted logistic regressions to evaluate relationships between study year and HbA1c thresholds. RESULTS We included 43,997 person-year observations. Mean (SD) age was 51.0 (9.9) years; 69.4% were women; 48.1% were Black, 42.9% White, and 0.4% Hispanic. Overall, 49.1% had an HbA1c level of <7% and 64.6% <8%. Later study years and poverty-based eligibility were associated with lower probability of reaching target HbA1c levels of <7% or <8%. Sex, race, ethnicity, and geography were not associated with likelihood of reaching HbA1c <7% or <8% in any model. CONCLUSION Later study years were associated with lower likelihood of meeting target HbA1c levels compared with 2011, after adjusting for covariates. With approximately 35% not meeting an HbA1c target of <8%, more work is needed to improve outcomes of low-income adults with type 2 diabetes.
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Affiliation(s)
- Caroline A Presley
- Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham Heersink School of Medicine
- Division of Preventive Medicine, University of Alabama at Birmingham, 1717 11th Ave South, MT-616, Birmingham, AL 35205
| | - Yulia Khodneva
- Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham Heersink School of Medicine
| | - Lucia D Juarez
- Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham Heersink School of Medicine
| | - Carrie R Howell
- Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham Heersink School of Medicine
| | - April A Agne
- Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham Heersink School of Medicine
| | - Kevin R Riggs
- Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham Heersink School of Medicine
| | - Lei Huang
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham
| | - Maria Pisu
- Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham Heersink School of Medicine
| | - Emily B Levitan
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham
| | - Andrea L Cherrington
- Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham Heersink School of Medicine
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Mkuu RS, Hall JM, Galochkina Z, Cho HD, Staras SAS, Lee JH, Guo Y, Chakrabarti C, Barrow SB, Ortega S, Avery DM, Higginbotham J, Lockhart J, Shenkman EA. Does the Intersectionality of Race/Ethnicity and Type 2 Diabetes Increase the Odds of a Cervical Cancer Diagnosis? A Nested Case-Control Study of a Florida Statewide Multisite EHR Database. Healthcare (Basel) 2023; 11:1863. [PMID: 37444697 DOI: 10.3390/healthcare11131863] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 06/22/2023] [Accepted: 06/22/2023] [Indexed: 07/15/2023] Open
Abstract
Cervical cancer and Type 2 Diabetes (T2D) share common demographic risk factors. Despite this, scarce research has examined the relationship between race/ethnicity, having T2D, and cervical cancer incidence. We analyzed statewide electronic health records data between 2012 and 2019 from the OneFlorida+ Data Trust. We created a 1:4 nested case-control dataset. Each case (patient with cervical cancer) was matched with four controls (patients without cervical cancer) without replacement by year of encounter, diagnosis, and age. We used conditional logistic regression to estimate the unadjusted and adjusted odds ratios (ORs) and 95% confidence intervals (CIs) to examine the association between race/ethnicity, T2D, and cervical cancer incidence. A total of 100,739 cases and 402,956 matched controls were identified. After adjusting for sociodemographic characteristics, non-Hispanic Black women with T2D had higher odds of cervical cancer compared with non-Hispanic White women with T2D (OR: 1.58, 95% CI 1.41-1.77). Living in a rural area, having Medicaid/Medicare insurance, and having high social vulnerability were associated with higher odds of having a cervical cancer diagnosis. Our findings imply the need to address the higher burden of cervical cancer diagnosis among non-Hispanic Black women with T2D and in underserved populations.
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Affiliation(s)
- Rahma S Mkuu
- Department of Health Science, The University of Alabama, Tuscaloosa, AL 35487, USA
| | - Jaclyn M Hall
- Department of Health Outcomes and Biomedical Informatics, The University of Florida, 2199 Mowry Road, Gainesville, FL 32611, USA
| | - Zhanna Galochkina
- Division of Quantitative Sciences, University of Florida Health Cancer Center, The University of Florida, 2033 Mowry Road, Gainesville, FL 32610, USA
| | - Hee Deok Cho
- Department of Health Outcomes and Biomedical Informatics, The University of Florida, 2199 Mowry Road, Gainesville, FL 32611, USA
| | - Stephanie A S Staras
- Department of Health Outcomes and Biomedical Informatics, The University of Florida, 2199 Mowry Road, Gainesville, FL 32611, USA
| | - Ji-Hyun Lee
- Department of Biostatistics, The University of Florida, 2004 Mowry Road, Gainesville, FL 32603, USA
| | - Yi Guo
- Department of Health Outcomes and Biomedical Informatics, The University of Florida, 2199 Mowry Road, Gainesville, FL 32611, USA
| | - Choeeta Chakrabarti
- Department of Anthropology, Florida State University, 2035 E Paul Dirac Drive Suite 206, Tallahassee, FL 32310, USA
| | - Sable Bowman Barrow
- Department of Health Outcomes and Biomedical Informatics, The University of Florida, 2199 Mowry Road, Gainesville, FL 32611, USA
| | - Selena Ortega
- Department of Health Outcomes and Biomedical Informatics, The University of Florida, 2199 Mowry Road, Gainesville, FL 32611, USA
| | - Daniel M Avery
- College of Community Health Sciences, The University of Alabama, 211 Peter Bryce Boulevard, Tuscaloosa, AL 35401, USA
| | - John Higginbotham
- College of Community Health Sciences, The University of Alabama, 211 Peter Bryce Boulevard, Tuscaloosa, AL 35401, USA
| | - Jala Lockhart
- Department of Health Science, The University of Alabama, Tuscaloosa, AL 35487, USA
| | - Elizabeth A Shenkman
- Department of Health Outcomes and Biomedical Informatics, The University of Florida, 2199 Mowry Road, Gainesville, FL 32611, USA
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Suntai Z, Noh H, Jeong H. Racial and ethnic differences in retrospective end-of-Life outcomes: A systematic review. DEATH STUDIES 2022:1-19. [PMID: 36533421 DOI: 10.1080/07481187.2022.2155888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
The purpose of this systematic review was to provide a comprehensive account of racial and ethnic differences in retrospective end-of-life outcomes. Studies were searched from the following databases: Abstracts in Social Gerontology, Academic Search Premier, CINAHL Plus with Full Text, ERIC, MEDLINE, PsycINFO, PubMED, and SocIndex. Studies were included if they were published in English, included people from groups who have been minoritized, included adults aged 18 and older, used retrospective data, and examined end-of-life outcomes. Results from most of the 29 included studies showed that people from groups who have been minoritized had more aggressive/intensive care, had less hospice care, were more likely to die in a hospital, less likely to engage in advance care planning, less likely to have good quality of care, and experienced more financial burden at the end of life. Implications for practice (timely referrals), policy (health insurance access), and research (intervention studies) are provided.
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Affiliation(s)
- Zainab Suntai
- Diana R. Garland School of Social Work, Baylor University, Waco, Texas, USA
| | - Hyunjin Noh
- School of Social Work, University of Alabama, Tuscaloosa, Alabama, USA
| | - Haelim Jeong
- School of Social Work, University of Alabama, Tuscaloosa, Alabama, USA
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Wilson PA, Sack DE, González Peña T, Lloyd MC, McPheeters ML. A Cross-Sectional Study of Disparities in Screening Guideline Concordance Within a Student-Run Clinic. J Community Health 2022; 47:759-764. [PMID: 35678957 PMCID: PMC9178321 DOI: 10.1007/s10900-022-01105-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/10/2022] [Indexed: 11/17/2022]
Abstract
Examination of screening guideline concordance can help clinics and institutions identify and understand disparities within their own practices. We conducted a study to examine whether screening completion rates within a student-run free clinic (SRFC) reflected, exacerbated, or narrowed population-level disparities in outcomes by race/ethnicity and primary language. We compared completion rates for cervical cancer (n = 114), diabetic retinopathy (n = 91), colorectal cancer (n = 114), and breast cancer (n = 63) by race/ethnicity (Black, n = 37; Hispanic, n = 133; white, n = 54; other, n = 29) and primary language (English, n = 106; Spanish, n = 136; other, n = 11) among patients at Shade tree clinic (STC), an SFRC in Nashville, TN. There were no differences in screening completion rate by race/ethnicity, and Spanish-speaking patients had slightly higher rates of cervical cancer screening [91% (95% confidence interval 84-97%)] than English-speaking patients [72% (57-86%)]. Overall screening rates were comparable to national averages, and in the case of screenings performed within clinic-cervical cancer [82%; (75-89%)] and diabetic retinopathy screening [86% (79-92%)]-exceeded national averages and/or affiliated academic medical center goals. These findings extend the existing literature supporting the ability of SRFCs to provide effective care by also demonstrating one measure of equity in clinic processes, providing a framework for future studies of equity within SRFCs and traditional primary care practices.
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Affiliation(s)
- Philip A Wilson
- Vanderbilt University School of Medicine (VUSM), Nashville, TN, USA.
- Department of Medicine, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA, 02215, USA.
| | - Daniel E Sack
- Vanderbilt University School of Medicine (VUSM), Nashville, TN, USA
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Ferrer RL, Schlenker CG, Cruz I, Noël PH, Palmer RF, Poursani R, Jaén CR. Community Health Workers as Trust Builders and Healers: A Cohort Study in Primary Care. Ann Fam Med 2022; 20:438-445. [PMID: 36228078 PMCID: PMC9512562 DOI: 10.1370/afm.2848] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 02/08/2022] [Accepted: 05/10/2022] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Improving patients' self-care for chronic disease is often elusive in the context of social deprivation. We evaluated whether a practice-integrated community health worker (CHW) intervention could encourage effective long-term self-management of type 2 diabetes mellitus (T2DM). METHODS This cohort study, in a safety-net primary care practice, enrolled patients with uncontrolled T2DM and psychosocial risk factors. Patients were identified through a practice diabetes registry or by clinicians' referrals. The CHWs engaged patients in trust building and sensemaking to understand their social context, identify goals, navigate health care, and connect to community resources. Primary outcome was progress through 3 prospectively defined stages of self-care: outreach (meeting face-to-face); stabilization (collaborating to address patients' life circumstances); and self-care generativity (achieving self-care competencies). Secondary outcomes were change in hemoglobin A1c (HbA1c) and need for urgent care, emergency department, or hospital visits. RESULTS Of 986 participating patients, 27% remained in outreach, 41% progressed to stabilization, and 33% achieved self-care generativity. Repeated measures ANOVA demonstrates an overall decline in HbA1c, without group differences, through the 4th HbA1c measurement (mean follow-up 703 days). Beginning at the 5th HbA1c measurement (mean 859 days), the self-care generativity group achieved greater declines in HbA1c, which widened through the 10th measurement (mean 1,365 days) to an average of 8.5% compared with an average of 8.8% in the outreach group and 9.0% in the stabilization group (P = .003). Rates of emergency department and hospital visits were lower in the self-care generativity group. CONCLUSIONS Practice-linked CHWs can sustainably engage vulnerable patients, helping them advance self-management goals in the context of formidable social disadvantage.
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Affiliation(s)
- Robert L Ferrer
- Department of Family and Community Medicine, Long School of Medicine, UT Health San Antonio, San Antonio, Texas
| | - Carolina Gonzalez Schlenker
- Department of Family and Community Medicine, Long School of Medicine, UT Health San Antonio, San Antonio, Texas
| | - Inez Cruz
- Department of Family and Community Medicine, Long School of Medicine, UT Health San Antonio, San Antonio, Texas
| | - Polly Hitchcock Noël
- Department of Family and Community Medicine, Long School of Medicine, UT Health San Antonio, San Antonio, Texas
| | - Raymond F Palmer
- Department of Family and Community Medicine, Long School of Medicine, UT Health San Antonio, San Antonio, Texas
| | - Ramin Poursani
- Department of Family and Community Medicine, Long School of Medicine, UT Health San Antonio, San Antonio, Texas
| | - Carlos Roberto Jaén
- Department of Family and Community Medicine, Long School of Medicine, UT Health San Antonio, San Antonio, Texas
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Cantor JC, Chakravarty S, Farnham J, Nova J, Ahmad S, Flory JH. Impact of a Provider Tele-mentoring Learning Model on the Care of Medicaid-enrolled Patients With Diabetes. Med Care 2022; 60:481-487. [PMID: 35191424 PMCID: PMC9172896 DOI: 10.1097/mlr.0000000000001696] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Project ECHO (Extension for Community Healthcare Outcomes), a tele-mentoring program for health care providers, has been shown to improve provider-reported outcomes, but there is insufficient research on patient-level outcomes. OBJECTIVES To evaluate the impact of primary care provider (PCP) participation in Project ECHO on the care of Medicaid enrollees with diabetes. RESEARCH DESIGN New Jersey Medicaid claims and encounter data and difference-in-differences models were used to compare utilization and spending between Medicaid patients seen by PCPs participating in a Project ECHO program to those of matched nonparticipating PCPs. SUBJECTS A total of 1776 adult Medicaid beneficiaries (318 with diabetes), attributed to 25 participating PCPs; and 9126 total (1454 diabetic) beneficiaries attributed to 119 nonparticipating PCPs. MEASURES Utilization and spending for total inpatient, diabetes-related inpatient, emergency department, primary care, and endocrinologist services; utilization of hemoglobin A1c tests, eye exams, and diabetes prescription medications among diabetics, and total Medicaid spending. RESULTS Participation in Project ECHO was associated with decreases of 44.3% in inpatient admissions (P=0.001) and 61.9% in inpatient spending (P=0.021) among treatment relative to comparison patients. Signs of most other outcome estimates were consistent with hypothesized program effects but without statistical significance. Sensitivity analyses largely confirmed these findings. CONCLUSIONS We find evidence that Project ECHO participation was associated with large and statistically significant reductions of inpatient hospitalization and spending. The study was observational and limited by a small sample of participating PCPs. This study demonstrates the feasibility and potential value of quasi-experimental evaluation of Project ECHO patient outcomes using claims data.
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Affiliation(s)
| | | | | | | | - Sana Ahmad
- Center for State Health Policy
- Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ
| | - James H. Flory
- Endocrinology Service, Department of Subspecialty Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
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10
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Linière S, Nacher M, Drak Alsibai K, Mergeayfabre M, Hafsi N, Charpin A, Misslin-Tritsch C, Carod JF, Aurelus JM, De Toffol B, Ntoutoum A, Kakamba JB, Demar M, Helene-Pelage J, Adenis A, Sabbah N. Precariousness, Diabetes Control and Complications in French Guiana. Front Endocrinol (Lausanne) 2022; 13:937156. [PMID: 35937802 PMCID: PMC9355552 DOI: 10.3389/fendo.2022.937156] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 06/20/2022] [Indexed: 11/13/2022] Open
Abstract
AIMS The social parameters of an individual impact the incidence of cardiovascular diseases. French Guiana, an overseas French territory with a lower standard of living than France, has a prevalence of diabetes mellitus that is twice that of mainland France. In this context we aimed to study the relation between precariousness, diabetes complications and glycemic control. METHODS A multicenter prospective cohort was initiated since May 2019. 1243 patients were included and their outcomes and history were compared between the precarious and non-precarious based on their EPICES score, a score that measures social isolation and precariousness. RESULTS 73.3% of the sample was considered precarious. Retinopathy was significantly more frequent among the deprived. There were no significant differences for other macro or microvascular complications.There was a significant difference in Glycated Haemoglobin between the precarious and non-precarious groups (8.3% (67 mmol/l) vs 8.8% (73mmol/l)). After adjusting for potential confounders, precariousness was no longer associated with poor glycemic control; the independent factors significantly associated with poor glycemic control were: not being fluent in French, having creole or portugese as mother language, and not having any insurance. CONCLUSIONS Precariousness is a risk factor for retinal complications in patients with diabetes mellitus in French Guiana. In this chronic disease, the universal healthcare system alleviates health inequalities for many, but not all, diabetic complications.Translation and cultural mediation may further reduce health inequalities in this multicultural territory where a substantial proportion of the population is not fluent in French.
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Affiliation(s)
- Samuel Linière
- Department of General Medicine, Cayenne Hospital Center, Cayenne, French Guiana
| | - Mathieu Nacher
- Clinical Investigation Center Antilles French Guiana (CIC INSERM 1424) Cayenne Hospital Center, Cayenne, French Guiana
| | - Kinan Drak Alsibai
- Department of Pathology and Center of Biological Resources (CRB Amazonie), Cayenne Hospital Center, Cayenne, French Guiana
| | - Mayka Mergeayfabre
- Clinical Investigation Center Antilles French Guiana (CIC INSERM 1424) Cayenne Hospital Center, Cayenne, French Guiana
| | - Nezha Hafsi
- Department of Endocrinology and Metabolic Diseases, Cayenne Hospital Center, Cayenne, French Guiana
| | - Aurelie Charpin
- Clinical Investigation Center Antilles French Guiana (CIC INSERM 1424) Cayenne Hospital Center, Cayenne, French Guiana
| | | | - Jean-François Carod
- Laboratory of Biology, Ouest, Guyanais Hospital Center, Saint Laurent, French Guiana
| | - Jean Markens Aurelus
- Department of Endocrinology and Metabolic Diseases, Cayenne Hospital Center, Cayenne, French Guiana
| | - Bertrand De Toffol
- Department of Neurology, Cayenne Hospital Center, Cayenne, French Guiana
| | - André Ntoutoum
- Department of Endocrinology and Metabolic Diseases, Cayenne Hospital Center, Cayenne, French Guiana
| | - John Bukasa Kakamba
- Department of Endocrinology and Metabolic Diseases, Cayenne Hospital Center, Cayenne, French Guiana
| | - Magalie Demar
- Laboratory of Parasitology-Mycology (LHUPM), Cayenne Hospital Center, Cayenne, French Guiana
- EA3593, Amazon Ecosystems and Tropical Diseases, University of Guiana, Cayenne, French Guiana
| | - Jeannie Helene-Pelage
- Department of General Medicine, University of the French West Indies and Guiana, Pointe-à-Pitre, Guadeloupe
| | - Antoine Adenis
- Clinical Investigation Center Antilles French Guiana (CIC INSERM 1424) Cayenne Hospital Center, Cayenne, French Guiana
| | - Nadia Sabbah
- Clinical Investigation Center Antilles French Guiana (CIC INSERM 1424) Cayenne Hospital Center, Cayenne, French Guiana
- Department of Endocrinology and Metabolic Diseases, Cayenne Hospital Center, Cayenne, French Guiana
- *Correspondence: Nadia Sabbah, ; orcid.org/0000-0002-7789-6728
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11
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Paul R, Adeyemi O, Ghosh S, Pokhrel K, Arif AA. Dynamics of Covid-19 mortality and social determinants of health: a spatiotemporal analysis of exceedance probabilities. Ann Epidemiol 2021; 62:51-58. [PMID: 34048904 PMCID: PMC8451980 DOI: 10.1016/j.annepidem.2021.05.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 04/13/2021] [Accepted: 05/17/2021] [Indexed: 12/23/2022]
Abstract
PURPOSE To determine the association of social factors with Covid-19 mortality and identify high-risk clusters. METHODS Data on Covid-19 deaths across 3,108 contiguous U.S. counties from the Johns Hopkins University and social determinants of health (SDoH) data from the County Health Ranking and the Bureau of Labor Statistics were fitted to Bayesian semi-parametric spatiotemporal Negative Binomial models, and 95% credible intervals (CrI) of incidence rate ratios (IRR) were used to assess the associations. Exceedance probabilities were used for detecting clusters. RESULTS As of October 31, 2020, the median mortality rate was 40.05 per 100, 000. The monthly urban mortality rates increased with unemployment (IRRadjusted:1.41, 95% CrI: 1.24, 1.60), percent Black population (IRRadjusted:1.05, 95% CrI: 1.04, 1.07), and residential segregation (IRRadjusted:1.03, 95% CrI: 1.02, 1.04). The rural monthly mortality rates increased with percent female population (IRRadjusted: 1.17, 95% CrI: 1.11, 1.24) and percent Black population (IRRadjusted:1.07 95% CrI:1.06, 1.08). Higher college education rates were associated with decreased mortality rates in rural and urban counties. The dynamics of exceedance probabilities detected the shifts of high-risk clusters from the Northeast to Southern and Midwestern counties. CONCLUSIONS Spatiotemporal analyses enabled the inclusion of unobserved latent risk factors and aid in scientifically grounded decision-making at a granular level.
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Affiliation(s)
- Rajib Paul
- Department of Public Health Sciences, the University of North Carolina at Charlotte, 9201 University City Blvd, NC.
| | - Oluwaseun Adeyemi
- Department of Public Health Sciences, the University of North Carolina at Charlotte, 9201 University City Blvd, NC
| | - Subhanwita Ghosh
- Department of Public Health Sciences, the University of North Carolina at Charlotte, 9201 University City Blvd, NC
| | - Kamana Pokhrel
- Health Informatics and Analytics, the University of North Carolina at Charlotte, 9201 University City Blvd, NC
| | - Ahmed A Arif
- Department of Public Health Sciences, the University of North Carolina at Charlotte, 9201 University City Blvd, NC
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12
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Magny-Normilus C, Whittemore R, Wexler DJ, Schnipper JL, Nunez-Smith M, Fu MR. Barriers to Type 2 Diabetes Management Among Older Adult Haitian Immigrants. Sci Diabetes Self Manag Care 2021; 47:382-390. [PMID: 34610761 PMCID: PMC8939501 DOI: 10.1177/26350106211040435] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
PURPOSE The purpose of this study was to describe the experiences of older adult Haitian immigrants in managing type 2 diabetes mellitus (T2DM). METHODS A descriptive qualitative approach using semistructured interviews was conducted with 20 older adult Haitian immigrants with T2DM. Interviews were transcribed verbatim and categorized using NVivo. An iterative descriptive data analysis method was used to examine the data, compare codes, challenge interpretations, and develop themes inductively. RESULTS Older adult Haitian immigrants reported that T2DM affected every aspect of their lives. Financial hardship and social isolation were described as the major barriers to T2DM management, which forced them to choose between basic needs and health care, and at times, they had to forgo medications or avoid seeking medical care. They recognized that creating and maintaining good community support was the key to self-management of T2DM. CONCLUSIONS Financial hardship and social isolation have a tremendous impact on the ability of older Haitian immigrants to manage T2DM effectively. It is challenging to modify these barriers through individual efforts, and clinical, research, and public efforts may be necessary to address these concerns.
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Affiliation(s)
| | | | - Deborah J Wexler
- Massachusetts General Hospital Diabetes Unit, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Jefferey L Schnipper
- Harvard Medical School, Boston, Massachusetts
- Brigham and Women's Hospital, Boston, Massachusetts
| | | | - Mei R Fu
- Boston College William F. Connell School of Nursing, Chestnut Hill, Massachusetts
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13
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Paul R, Arif A, Pokhrel K, Ghosh S. The Association of Social Determinants of Health With COVID-19 Mortality in Rural and Urban Counties. J Rural Health 2021; 37:278-286. [PMID: 33619746 PMCID: PMC8014225 DOI: 10.1111/jrh.12557] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
PURPOSE To identify the county-level effects of social determinants of health (SDoH) on COVID-19 (corona virus disease 2019) mortality rates by rural-urban residence and estimate county-level exceedance probabilities for detecting clusters. METHODS The county-level data on COVID-19 death counts as of October 23, 2020, were obtained from the Johns Hopkins University. SDoH data were collected from the County Health Ranking and Roadmaps, the US Department of Agriculture, and the Bureau of Labor Statistics. Semiparametric negative binomial regressions with expected counts based on standardized mortality rates as offset variables were fitted using integrated Laplace approximation. Bayesian significance was assessed by 95% credible intervals (CrI) of risk ratios (RR). County-level mortality hotspots were identified by exceedance probabilities. FINDINGS The COVID-19 mortality rates per 100,000 were 65.43 for the urban and 50.78 for the rural counties. Percent of Blacks, HIV, and diabetes rates were significantly associated with higher mortality in rural and urban counties, whereas the unemployment rate (adjusted RR = 1.479, CrI = 1.171, 1.867) and residential segregation (adjusted RR = 1.034, CrI = 1.019, 1.050) were associated with increased mortality in urban counties. Counties with a higher percentage of college or associate degrees had lower COVID-19 mortality rates. CONCLUSIONS SDoH plays an important role in explaining differential COVID-19 mortality rates and should be considered for resource allocations and policy decisions on operational needs for businesses and schools at county levels.
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Affiliation(s)
- Rajib Paul
- Department of Public Health SciencesUniversity of North Carolina at CharlotteCharlotteNorth CarolinaUSA
| | - Ahmed Arif
- Department of Public Health SciencesUniversity of North Carolina at CharlotteCharlotteNorth CarolinaUSA
| | - Kamana Pokhrel
- Health Analytics and InformaticsUniversity of North Carolina at CharlotteCharlotteNorth CarolinaUSA
| | - Subhanwita Ghosh
- Department of Public Health SciencesUniversity of North Carolina at CharlotteCharlotteNorth CarolinaUSA
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14
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McCoy RG, Van Houten HK, Deng Y, Mandic PK, Ross JS, Montori VM, Shah ND. Comparison of Diabetes Medications Used by Adults With Commercial Insurance vs Medicare Advantage, 2016 to 2019. JAMA Netw Open 2021; 4:e2035792. [PMID: 33523188 PMCID: PMC7851726 DOI: 10.1001/jamanetworkopen.2020.35792] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
IMPORTANCE Glucagonlike peptide-1 receptor agonists (GLP-1RA), sodium-glucose cotransporter-2 inhibitors (SGLT2i), and dipeptidyl peptidase-4 inhibitors (DPP-4i) are associated with low rates of hypoglycemia, and postmarketing trials of GLP-1RA and SGLT2i demonstrated that these medications improved cardiovascular and kidney outcomes. OBJECTIVE To compare trends in initiation of treatment with GLP-1RA, SGLT2i, and DPP-4i by older adults with type 2 diabetes insured by Medicare Advantage vs commercial health plans. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study used administrative claims data from a deidentified database of commercially insured and Medicare Advantage beneficiaries. Adults aged 58 to 66 years with type 2 diabetes who filled any medication prescription to lower glucose levels from January 1, 2016, to December 31, 2019, were compared between groups. EXPOSURE Enrollment in a Medicare Advantage or commercial health insurance plan. MAIN OUTCOMES AND MEASURES The odds of initiating GLP-1RA, SGLT2i, and DPP-4i treatment were examined for Medicare Advantage vs commercial insurance beneficiaries using 3 separate logistic regression models adjusted for year and demographic and clinical factors. These models were used to calculate adjusted annual rates of medication initiation by health plan. RESULTS A total of 382 574 adults with pharmacologically treated type 2 diabetes (52.9% men; mean [SD] age, 62.4 [2.7] years) were identified, including 172 180 Medicare Advantage and 210 394 commercial beneficiaries. From 2016 to 2019, adjusted rates of initiation of GLP-1RA, SGLT2i, and DPP-4i treatment increased among all beneficiaries, from 2.14% to 20.02% for GLP-1RA among commercial insurance beneficiaries and from 1.50% to 11.44% among Medicare Advantage beneficiaries; from 2.74% to 18.15% for SGLT2i among commercial insurance beneficiaries and from 1.57% to 8.51% among Medicare Advantage beneficiaries; and from 3.30% to 11.71% for DPP-4i among commercial insurance beneficiaries and from 2.44% to 7.68% among Medicare Advantage beneficiaries. Initiation rates for all 3 drug classes were consistently lower among Medicare Advantage than among commercial insurance beneficiaries. Within each calendar year, the odds of initiating GLP-1RA treatment ranged from 0.28 (95% CI, 0.26-0.29) to 0.70 (95% CI, 0.65-0.75) for Medicare Advantage and commercial insurance beneficiaries, respectively; SGLT2i, from 0.21 (95% CI, 0.20-0.22) to 0.57 (95% CI, 0.53-0.61), respectively; and DPP-4i, from 0.37 (95% CI, 0.34-0.39) to 0.73 (95% CI, 0.69-0.78), respectively (P < .001 for all). The odds of starting GLP-1RA and SGLT2i increased with income; for an income of $200 000 and higher vs less than $40 000, the odds ratio for GLP-1RA was 1.23 (95% CI, 1.15-1.32) and for SGLT2i was 1.16 (95% CI, 1.09-1.24). CONCLUSIONS AND RELEVANCE These findings suggest that Medicare Advantage beneficiaries may be less likely than commercially insured beneficiaries to be treated with newer medications to lower glucose levels, with greater disparities among lower-income patients. Better understanding of nonclinical factors contributing to treatment decisions and efforts to promote greater equity in diabetes management appear to be needed.
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Affiliation(s)
- Rozalina G. McCoy
- Division of Community Internal Medicine, Department of Medicine, Mayo Clinic, Rochester, Minnesota
- Division of Health Care Policy and Research, Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota
| | - Holly K. Van Houten
- Division of Health Care Policy and Research, Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota
| | - Yihong Deng
- Division of Health Care Policy and Research, Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota
| | - Pinar Karaca Mandic
- Department of Finance and Medical Industry Leadership Institute, Carlson School of Management, University of Minnesota, Minneapolis
- National Bureau of Economic Research, Cambridge, Massachusetts
| | - Joseph S. Ross
- National Clinician Scholars Program, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
- Section of General Internal Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
- Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut
- Center for Outcomes Research and Evaluation, Yale–New Haven Hospital, New Haven, Connecticut
| | - Victor M. Montori
- Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Department of Medicine, Mayo Clinic, Rochester, Minnesota
- Knowledge Evaluation Research Unit, Rochester, Minnesota
| | - Nilay D. Shah
- Division of Health Care Policy and Research, Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota
- OptumLabs, Cambridge, Massachusetts
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15
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Brown AG, Kressin N, Terrin N, Hanchate A, Suzukida J, Kher S, Price LL, LeClair AM, Krzyszczyk D, Byhoff E, Freund KM. The Influence of Health Insurance Stability on Racial/Ethnic Differences in Diabetes Control and Management. Ethn Dis 2021; 31:149-158. [PMID: 33519165 PMCID: PMC7843051 DOI: 10.18865/ed.31.1.149] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Objective This study examined whether health insurance stability was associated with improved type 2 diabetes mellitus (DM) control and reduced racial/ethnic health disparities. Methods We utilized electronic medical record data (2005-2013) from two large, urban academic health systems with a racially/ethnically diverse patient population to examine insurance coverage, and three DM outcomes (poor diabetes control, A1c ≥8.0%; very poor diabetes control A1c >9.0%; and poor BP control, ≥ 130/80 mm Hg) and one DM management outcome (A1c monitoring). We used generalized estimating equations adjusting for age, sex, comorbidities, site of care, education, and income. Additional analysis examined if insurance stability (stable public or private insurance over the six-month internal) moderates the impact of race/ethnicity on DM outcomes. Results Nearly 50% of non-Hispanic (NH) Whites had private insurance coverage, compared with 33.5% of NH Blacks, 31.5% of Asians, and 31.1% of Hispanics. Overall, and within most racial/ ethnic groups, insurance stability was associated with better glycemic control compared with those with insurance switches or always being uninsured, with uninsured NH Blacks having significantly worse BP control. More NH Black and Hispanic patients had poorly controlled (A1c≥8%) and very poorly controlled (A1c>9%) diabetes across all insurance stability types than NH Whites or Asians. The interaction between insurance instability and race/ethnic groups was statistically significant for A1c monitoring and BP control, but not for glycemic control. Conclusion Stable insurance coverage was associated with improved DM outcomes for all racial / ethnic groups, but did not eliminate racial ethnic disparities.
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Affiliation(s)
| | - Nancy Kressin
- Boston University School of Medicine, Boston, MA
- Veterans Affairs Boston Healthcare System, Brockton, MA
| | - Norma Terrin
- The Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA
- Tufts Clinical and Translational Science Institute, Tufts University, Boston, MA
| | | | - Jillian Suzukida
- Division of Internal Medicine and Primary Care, Department of Medicine, Tufts Medical Center, Boston, MA
| | - Sucharita Kher
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Tufts Medical Center, Tufts University, Boston, MA
| | - Lori Lyn Price
- The Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA
- Tufts Clinical and Translational Science Institute, Tufts University, Boston, MA
| | - Amy M. LeClair
- The Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA
| | - Danielle Krzyszczyk
- The Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA
| | - Elena Byhoff
- The Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA
- Division of Internal Medicine and Primary Care, Department of Medicine, Tufts Medical Center, Boston, MA
| | - Karen M. Freund
- The Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA
- Division of Internal Medicine and Primary Care, Department of Medicine, Tufts Medical Center, Boston, MA
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16
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Alam AB, Wu A, Power MC, West NA, Alonso A. Associations of serum uric acid with incident dementia and cognitive decline in the ARIC-NCS cohort. J Neurol Sci 2020; 414:116866. [PMID: 32387846 PMCID: PMC7293945 DOI: 10.1016/j.jns.2020.116866] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 04/16/2020] [Accepted: 04/24/2020] [Indexed: 01/10/2023]
Abstract
INTRODUCTION Elevated serum uric acid (SUA) is associated with cardiovascular risk factors, which often contribute to dementia and dementia-like morbidity, yet several cross-sectional studies have shown protective associations with cognition, which would be consistent with other work showing benefits of elevated SUA through its antioxidant properties. METHODS We studied 11,169 participants free of dementia and cardiovascular disease from the Atherosclerosis Risk in Communities (ARIC) cohort. SUA was measured in blood samples collected in 1990-92, baseline for this study (age range 47-70 years). Incident dementia was ascertained based on clinical assessments in 2011-13 and 2016-17, surveillance based on dementia screeners conducted over telephone interviews, hospitalization discharge codes, and death certificates. Cognitive function was assessed up to four times between 1990 and 92 and 2016-17. We estimated the association of SUA, categorized into quartiles, with incidence of dementia using Cox regression models adjusting for potential confounders. The association between cognitive decline and SUA was assessed using generalized estimating equations. RESULTS Over a median follow-up period of 24.1 years, 2005 cases of dementia were identified. High baseline SUA was associated with incident dementia (HR, 1.29; 95% CI, 1.12, 1.47) when adjusted for sociodemographic variables. However, after further adjustment including cardiovascular risk factors, this relationship disappeared (HR, 1.03; 95% CI, 0.88, 1.21). Elevated baseline SUA was associated with faster cognitive decline even after further adjustment (25-year global z-score difference, -0.149; 95% CI, -0.246, -0.052). CONCLUSION Higher levels of mid-life SUA were associated with faster cognitive decline, but not necessarily with higher risk of dementia.
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Affiliation(s)
- Aniqa B Alam
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
| | - Aozhou Wu
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Melinda C Power
- Department of Epidemiology and Biostatistics, Milken School of Public Health, George Washington University, Washington D.C., USA
| | - Nancy A West
- Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Alvaro Alonso
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
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17
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Marshall CJ, Rodriguez HP, Dyer W, Schmittdiel JA. Racial and Ethnic Disparities in Diabetes Care Quality among Women of Reproductive Age in an Integrated Delivery System. Womens Health Issues 2020; 30:191-199. [PMID: 32340896 DOI: 10.1016/j.whi.2020.03.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 03/12/2020] [Accepted: 03/13/2020] [Indexed: 01/24/2023]
Abstract
BACKGROUND Diabetes is increasingly prevalent among women of reproductive age, yet little is known about quality of diabetes care for this population at increased risk of diabetes complications and poor maternal and infant health outcomes. Previous studies have identified racial/ethnic disparities in diabetes care, but patterns among women of reproductive age have not been examined. METHODS This retrospective cohort study analyzed 2016 data from Kaiser Permanente Northern California, a large integrated delivery system. Outcomes were quality of diabetes care measures-glycemic testing, glycemic control, and medication adherence-among women ages 18 to 44 with type 1 or type 2 diabetes (N = 9,923). Poisson regression was used to estimate the association between patient race/ethnicity and each outcome, adjusting for other patient characteristics and health care use. RESULTS In this cohort, 83% of participants had type 2 diabetes; 31% and 36% of women with type 2 and type 1 diabetes, respectively, had poor glycemic control (hemoglobin A1c of ≥9%), and approximately one-third of women with type 2 diabetes exhibited nonadherence to diabetes medications. Compared with non-Hispanic White women with type 2 diabetes, non-Hispanic Black women (adjusted risk ratio, 1.2; 95% confidence interval, 1.1-1.3) and Hispanic women (adjusted risk ratio, 1.2; 95% confidence interval, 1.1-1.3) were more likely to have poor control. Findings among women with type 1 diabetes were similar. CONCLUSIONS Our findings indicate opportunities to decrease disparities and improve quality of diabetes care for reproductive-aged women. Elucidating the contributing factors to poor glycemic control and medication adherence in this population, particularly among Black, Hispanic, and Asian women, should be a high research and practice priority.
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Affiliation(s)
- Cassondra J Marshall
- School of Public Health, University of California, Berkeley, Berkeley, California.
| | - Hector P Rodriguez
- School of Public Health, University of California, Berkeley, Berkeley, California
| | - Wendy Dyer
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Julie A Schmittdiel
- Division of Research, Kaiser Permanente Northern California, Oakland, California
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18
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Simeni Njonnou SR, Boombhi J, Etoa Etoga MC, Tiodoung Timnou A, Jingi AM, Nkem Efon K, Mbono Samba Eloumba EA, Ntsama Essomba MJ, Kengni Kebiwo O, Tsitsol Meke AN, Talbit Ndjonya S, Dehayem Yefou M, Sobngwi E. Prevalence of Diabetes and Associated Risk Factors among a Group of Prisoners in the Yaoundé Central Prison. J Diabetes Res 2020; 2020:5016327. [PMID: 32047824 PMCID: PMC7003275 DOI: 10.1155/2020/5016327] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2019] [Revised: 12/10/2019] [Accepted: 12/24/2019] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Diabetes is a public health problem worldwide, associated with increased morbidity and mortality. According to the International Diabetes Federation (IDF) 2017 data, around 425 million people worldwide suffer from diabetes. This number is expected to increase to 629 million in 2045. Various occidental studies reported the increased prevalence and lower control of diabetes among prisoners. However, there is no data on the characteristics of inmates with diabetes in sub-Saharan Africa. METHODS A cross-sectional study among incarcerated detainees from the Yaoundé Central Prison was conducted from January to July 2017. Diabetes was defined according to the American Diabetes Association (ADA) criteria. Analyzed variables included phenotypic characteristics, lifestyle, the reason for detention, the sentence severity, and the length of detention. RESULTS We recruited 437 inmates (344 men) with an average age of 37.0 (95% CI: 35.9-38.3) years. The most frequent age group was 20 to 39 years with 281 (64.7%) inmates, and the mean prison stay was 29.1 (95% CI: 25.7-32.8) months. The prevalence of diabetes in the Yaoundé Central Prison was 9.4%. The main cardiovascular risk factors were a sedentary lifestyle (91.1%), hypertension (39.6%), smoking (31.6%), and alcohol consumption (28.1%). Hypertension (p = 0.005), obesity (p = 0.005), obesity (p = 0.005), obesity (p = 0.005), obesity (p = 0.005), obesity (p = 0.005), obesity (. CONCLUSION Diabetes prevalence in the Yaoundé Central Prison was high, at 9.4%, compared to that in the general population. It was associated with other classical cardiovascular risk factors and factors linked to the sentence (minor and major crimes). This trial is registered with CE00617/CRERSHC/2016.
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Affiliation(s)
- Sylvain Raoul Simeni Njonnou
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
| | - Jérôme Boombhi
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
- Yaoundé General Hospital, Yaoundé, Cameroon
| | - Martine Claude Etoa Etoga
- Department of Clinical Sciences, Faculty of Medicine and Pharmaceutical Sciences, University of Douala, Douala, Cameroon
- Yaoundé Central Hospital, Yaoundé, Cameroon
| | - Aimée Tiodoung Timnou
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
| | - Ahmadou Musa Jingi
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
| | - Kevin Nkem Efon
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
- Yaoundé Central Prison, Yaoundé, Cameroon
| | | | - Marie-Josiane Ntsama Essomba
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
- Yaoundé Central Hospital, Yaoundé, Cameroon
| | - Odette Kengni Kebiwo
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
| | - Alice Ninon Tsitsol Meke
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
| | - Stéphane Talbit Ndjonya
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
| | - Mesmin Dehayem Yefou
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
- Yaoundé Central Hospital, Yaoundé, Cameroon
| | - Eugène Sobngwi
- Department of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
- Yaoundé Central Hospital, Yaoundé, Cameroon
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19
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Tatulashvili S, Fagherazzi G, Dow C, Cohen R, Fosse S, Bihan H. Socioeconomic inequalities and type 2 diabetes complications: A systematic review. DIABETES & METABOLISM 2019; 46:89-99. [PMID: 31759171 DOI: 10.1016/j.diabet.2019.11.001] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 10/19/2019] [Accepted: 11/06/2019] [Indexed: 01/05/2023]
Abstract
BACKGROUND AND OBJECTIVES A socioeconomic gradient related to type 2 diabetes (T2D) prevalence has been demonstrated in high-income countries. However, there is no evidence of such a socioeconomic gradient regarding diabetes complications. Thus, the aim of this systematic review was to collect data on risk of complications according to socioeconomic status in patients with T2D. METHODS PubMed and EMBASE were searched for English-language observational studies evaluating the prevalence or incidence of micro- and macrovascular complications according to individual and geographical socioeconomic status (SES). Observational studies reporting the prevalence and risk of micro- and macrovascular diabetes complications, according to an individual or geographical index of deprivation, were selected, and estimated crude and adjusted risks for each complication were reported. RESULTS Among the 28 included studies, most described a clear relationship between SES and diabetes complications, especially retinopathy (in 9 of 14 studies) and cardiopathy (in 8 of 9 studies). Both individual and area-based low SES was associated with an increased risk of complications. However, very few studies adjusted their analyses according to HbA1c level. CONCLUSION Evaluation of SES is necessary for every T2D patient, as it appears to be a risk factor for diabetes complications. However, the available studies are insufficient for gradation of the impact of low socioeconomic level on each of these complications. Regardless, strategies for the improved screening, follow-up and care of high-risk patients should now be implemented.
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Affiliation(s)
- S Tatulashvili
- Department of Endocrinology, Diabetology, Metabolic Disease, Avicenne Hospital, Sorbonne Paris Cité, CRNH-IdF, Paris 13 University, AP-HP, 93000 Bobigny, France
| | - G Fagherazzi
- Inserm U1018, Centre for Research in Epidemiology and Population Health (CESP), Paris-Sud Paris-Saclay University, 94800 Villejuif, France
| | - C Dow
- Inserm U1018, Centre for Research in Epidemiology and Population Health (CESP), Paris-Sud Paris-Saclay University, 94800 Villejuif, France
| | - R Cohen
- Department of Endocrinology, Diabetology, Delafontaine Hospital, 93205 Saint-Denis, France
| | - S Fosse
- French National Public Health Agency, 94410 Saint-Maurice, France
| | - H Bihan
- Department of Endocrinology, Diabetology, Metabolic Disease, Avicenne Hospital, Sorbonne Paris Cité, CRNH-IdF, Paris 13 University, AP-HP, 93000 Bobigny, France; Health Education and Practice Laboratory, EA 3412, UFR SMBH Léonard de Vinci, Paris 13 University, 93017 Bobigny, France.
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Abstract
PURPOSE OF REVIEW To explore the relationship between the built environment and type 2 diabetes, considering both risk factors and policies to reduce risk. The built environment refers to the physical characteristics of the areas in which people live including buildings, streets, open spaces, and infrastructure. RECENT FINDINGS A review of current literature suggests an association between the built environment and type 2 diabetes, likely driven by two key pathways-physical activity and the food environment. Other hypothesized mechanisms linking the built environment and type 2 diabetes include housing policy, but evidence in these areas is underdeveloped. Policies designed to enhance the built environment for diabetes risk reduction are mechanistically plausible, but as of yet, little direct evidence supports their effectiveness in reducing in type 2 diabetes risk. Future work should rigorously evaluate policies meant to reduce type 2 diabetes via the built environment.
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Affiliation(s)
- Aisha T Amuda
- University of North Carolina School of Medicine, 1001 Bondurant Hall, CB 9535, Chapel Hill, NC, 27599, USA
| | - Seth A Berkowitz
- Division of General Medicine and Clinical Epidemiology, Department of Medicine, Chapel Hill School of Medicine, University of North Carolina, 5034 Old Clinic Bldg. CB 7110, Chapel Hill, NC, 27599, USA.
- Cecil G. Sheps Center for Health Services Research, Chapel Hill, University of North Carolina, Chapel Hill, NC, USA.
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21
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Taylor YJ, Spencer MD, Mahabaleshwarkar R, Ludden T. Racial/ethnic differences in healthcare use among patients with uncontrolled and controlled diabetes. ETHNICITY & HEALTH 2019; 24:245-256. [PMID: 28393538 DOI: 10.1080/13557858.2017.1315372] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Accepted: 03/20/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVES To examine racial/ethnic differences in healthcare use among patients classified as having controlled and uncontrolled diabetes. DESIGN Data from the Carolinas HealthCare System electronic data warehouse were used. Glycemic control was defined as glycosylated hemoglobin (HbA1c) < 8% (64 mmol/mol) in 2012 (n = 9996). Patients with HbA1c ≥ 8% (64 mmol/mol) in 2012 were classified as uncontrolled (n = 2576). Race and ethnicity were jointly classified as non-Hispanic Black, non-Hispanic White or Other. Separate mixed effects negative binomial models estimated the independent effect of race/ethnicity on the number of emergency department (ED) visits, hospitalizations and physician office visits in 2013, in each patient group, adjusting for significant confounding variables. RESULTS Rates of diabetes-related ED visits were two to three times higher for non-Hispanic Blacks compared to non-Hispanic Whites (uncontrolled rate ratio [RR]: 3.41 95% CI: 1.41-8.22; controlled RR: 2.95; 95% CI: 1.78-4.91). Similar differences were observed for all-cause ED visits (uncontrolled RR: 1.83, 95% CI: 1.50-2.24; controlled RR: 2.45, 95% CI: 2.17-2.77). Non-Hispanic Blacks with controlled and uncontrolled diabetes also had lower rates of all-cause physician office visits when compared to non-Hispanic Whites (uncontrolled RR: 0.84, 95% CI: 0.77-0.91; controlled RR: 0.81, 95% CI: 0.78-0.84). CONCLUSION Notable racial/ethnic disparities exist in the use of emergency services and physician offices for diabetes care. Strategies such as patient education and care delivery changes that address healthcare access issues in racial/ethnic minorities should be considered to offer better diabetes management and address diabetes disparities.
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Affiliation(s)
- Yhenneko J Taylor
- a Center for Outcomes Research and Evaluation , Carolinas HealthCare System , Charlotte , USA
| | - Melanie D Spencer
- a Center for Outcomes Research and Evaluation , Carolinas HealthCare System , Charlotte , USA
| | - Rohan Mahabaleshwarkar
- a Center for Outcomes Research and Evaluation , Carolinas HealthCare System , Charlotte , USA
| | - Thomas Ludden
- b Department of Family Medicine , Carolinas HealthCare System , Charlotte , USA
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22
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Terens N, Vecchi S, Bargagli AM, Agabiti N, Mitrova Z, Amato L, Davoli M. Quality improvement strategies at primary care level to reduce inequalities in diabetes care: an equity-oriented systematic review. BMC Endocr Disord 2018; 18:31. [PMID: 29843692 PMCID: PMC5975519 DOI: 10.1186/s12902-018-0260-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 05/16/2018] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND There is evidence that disparities exist in diabetes prevalence, access to diabetes care, diabetes-related complications, and the quality of diabetes care. A wide range of interventions has been implemented and evaluated to improve diabetes care. We aimed to review trials of quality improvement (QI) interventions aimed to reduce health inequities among people with diabetes in primary care and to explore the extent to which experimental studies addressed and reported equity issues. METHODS Pubmed, EMBASE, CINAHL, and the Cochrane Library were searched to identify randomized controlled studies published between January 2005 and May 2016. We adopted the PROGRESS Plus framework, as a tool to explore differential effects of QI interventions across sociodemographic and economic factors. RESULTS From 1903 references fifty-eight randomized trials met the inclusion criteria (with 17.786 participants), mostly carried out in USA. The methodological quality was good for all studies. Almost all studies reported the age, gender/sex and race distribution of study participants. The majority of trials additionally used at least one further PROGRESS-Plus factor at baseline, with education being the most commonly used, followed by income (55%). Large variation was observed between these studies for type of interventions, target populations, and outcomes evaluated. Few studies examined differential intervention effects by PROGRESS-plus factors. Existing evidence suggests that some QI intervention delivered in primary care can improve diabetes-related health outcomes in social disadvantaged population subgroups such as ethnic minorities. However, we found very few studies comparing health outcomes between population subgroups and reporting differential effect estimates of QI interventions. CONCLUSIONS This review provides evidence that QI interventions for people with diabetes is feasible to implement and highly acceptable. However, more research is needed to understand their effective components as well as the adoption of an equity-oriented approach in conducting primary studies. Moreover, a wider variety of socio-economic characteristics such as social capital, place of residence, occupation, education, and religion should be addressed.
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Affiliation(s)
| | - Simona Vecchi
- Department of Epidemiology, Lazio Region- ASL Rome1, Rome, Italy
| | | | - Nera Agabiti
- Department of Epidemiology, Lazio Region- ASL Rome1, Rome, Italy
| | - Zuzana Mitrova
- Department of Epidemiology, Lazio Region- ASL Rome1, Rome, Italy
| | - Laura Amato
- Department of Epidemiology, Lazio Region- ASL Rome1, Rome, Italy
| | - Marina Davoli
- Department of Epidemiology, Lazio Region- ASL Rome1, Rome, Italy
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Beach LB, Elasy TA, Gonzales G. Prevalence of Self-Reported Diabetes by Sexual Orientation: Results from the 2014 Behavioral Risk Factor Surveillance System. LGBT Health 2018; 5:121-130. [PMID: 29377760 PMCID: PMC5833244 DOI: 10.1089/lgbt.2017.0091] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
PURPOSE This study aimed to compare the prevalence of self-reported diabetes and diabetes risk factors among adult sexual minority and heterosexual populations in the United States. METHODS Data from the 2014 Behavioral Risk Factor Surveillance System for 3776 lesbian, gay, and bisexual (LGB) adults and 142,852 heterosexual adults aged 18 years and older were used to estimate the prevalence of diabetes. Binomial logistic regression models were used to compare the odds of diabetes by sexual orientation. RESULTS Sexual minorities were younger and more racially diverse than heterosexuals. Gay men less often and lesbian and bisexual women more often reported a body mass index of 30 kg/m2 or higher than heterosexuals. Overall, 14.2% of bisexual men, 11.4% of gay men, and 10.8% of heterosexual men reported a lifetime diabetes diagnosis, as did 8.5% of lesbian women, 5.7% of bisexual women, and 10.2% of heterosexual women. After controlling for multiple factors, gay (odds ratio [OR] = 1.50; confidence interval [95% CI] = 1.09-2.07) and bisexual men [OR = 1.55; 95% CI = 1.00-2.07] were more likely to report a lifetime diabetes diagnosis than heterosexual men. Similar differences were not found for lesbian [OR = 1.22; 95% CI = 0.76-1.95] or bisexual women [OR = 0.88; 95% CI = 0.62-1.26]. CONCLUSION Sexual minorities may be at increased risk for diabetes than their heterosexual peers. This may be due partly to the chronic stressors associated with being a member of a marginalized population. Future research should explore the underlying causes and consequences of LGB diabetes disparities and elucidate best practices to improve diabetes screening and care for these vulnerable patient populations.
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Affiliation(s)
- Lauren B. Beach
- Division of Nephrology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Tom A. Elasy
- Division of Nephrology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Gilbert Gonzales
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
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Gonzalez-Zacarias AA, Mavarez-Martinez A, Arias-Morales CE, Stoicea N, Rogers B. Impact of Demographic, Socioeconomic, and Psychological Factors on Glycemic Self-Management in Adults with Type 2 Diabetes Mellitus. Front Public Health 2016; 4:195. [PMID: 27672634 PMCID: PMC5018496 DOI: 10.3389/fpubh.2016.00195] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Accepted: 08/29/2016] [Indexed: 01/27/2023] Open
Abstract
Diabetes mellitus (DM) is reported as one of the most complex chronic diseases worldwide. In the United States, Type 2 DM (T2DM) is the seventh leading cause of morbidity and mortality. Individuals with diabetes require lifelong personal care to reduce the possibility of developing long-term complications. A good knowledge of diabetes risk factors, including obesity, dyslipidemia, hypertension, family history of DM, and sedentary lifestyle, play an essential role in prevention and treatment. Also, sociodemographic, economic, psychological, and environmental factors are directly and indirectly associated with diabetes control and health outcomes. Our review intends to analyze the interaction between demographics, knowledge, environment, and other diabetes-related factors based on an extended literature search, and to provide insight for improving glycemic control and reducing the incidence of chronic complications.
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Affiliation(s)
| | - Ana Mavarez-Martinez
- Department of Anesthesiology, The Ohio State University Wexner Medical Center , Columbus, OH , USA
| | - Carlos E Arias-Morales
- Department of Anesthesiology, The Ohio State University Wexner Medical Center , Columbus, OH , USA
| | - Nicoleta Stoicea
- Department of Anesthesiology, The Ohio State University Wexner Medical Center , Columbus, OH , USA
| | - Barbara Rogers
- Department of Anesthesiology, The Ohio State University Wexner Medical Center , Columbus, OH , USA
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