1
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Meighan S, Lipman TH, VanGraafeiland B, Marks BE. Continuous Glucose Monitoring Attrition in Youth With Type 1 Diabetes. Sci Diabetes Self Manag Care 2025:26350106241306058. [PMID: 39783011 DOI: 10.1177/26350106241306058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
PURPOSE The purpose of the study was to identify the most common reasons for and timing of continuous glucose monitoring (CGM) attrition in youth with type 1 diabetes (T1DM). METHODS This single center retrospective chart review included youth with T1DM <22 years seen between November 1, 2021, and October 31, 2022. Data were gathered from CGM cloud-based software and the electronic medical record. RESULTS Among 2663 youth, 88.3% (n = 2351) actively used CGM, and 5.9% (n = 311) had CGM attrition. Those who discontinued CGM were older (17.0 vs 14.9 years, P = .0001), had a longer T1DM duration (7.4 vs 5.1 years), higher A1C (9% vs 7.4%), and were non-Hispanic Black (NHB; 34.0% vs 11.5%). The odds of CGM attrition were 5.0 and 2.8 times higher in NHB and Latine youth, respectively, compared to non-Hispanic White youth. Median time to CGM discontinuation was 4 months, 21 days after initiation; 57% of youth who discontinued did so in the first 6 months of use. The most common reasons for CGM attrition were problems with device adhesion (18.4%), dislike device on the body (10.8%), insurance problems (9.5%), pain with device use (8.3%), and system mistrust due to inaccurate readings (8.2%). NHB and Latine youth were more likely to discontinue CGM due to insurance problems (3.2% vs 15.1% vs 16.7%). CONCLUSIONS To support equitable, uninterrupted CGM use, education at CGM initiation should address practical approaches to improve adhesion and wearability and provide a clear pathway to obtaining supplies. Interventions to support sustained CGM use should occur within the first 6 months of initiation.
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Affiliation(s)
- Seema Meighan
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Terri H Lipman
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | | | - Brynn E Marks
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
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2
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Wetter-Wren SE, Himelhoch AC, Driscoll KA. A Systematic Review of the Effects of Provider Bias on Health in Youth and Young Adults with Type 1 Diabetes. Curr Diab Rep 2024; 24:45-60. [PMID: 38233705 DOI: 10.1007/s11892-023-01527-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/03/2023] [Indexed: 01/19/2024]
Abstract
PURPOSE OF REVIEW Although pervasive inequities in the health outcomes of youth and young adults with type 1 diabetes (T1D) exist, the role of provider bias in these inequities is not well-understood. The purpose of this review is to synthesize evidence from existing studies on the associations between patient characteristics, provider bias, and patient health. RECENT FINDINGS Fourteen articles were included. Determining the extent of the effects of provider bias on patient health is limited by a lack of consensus on its definition. Experiences of provider bias (e.g., shaming, criticism) negatively affects self-esteem, relationships with medical providers, and depressive symptoms. Provider bias also impacts diabetes technology recommendations, insulin regimen intensity, and risk for life-threatening T1D complications. Future studies are needed to develop questionnaires and interviews that better account for diverse experiences and interpretations of bias in T1D healthcare. More research is also needed to investigate mitigating factors to reduce provider bias as a way to improve psychological and physical health in individuals with T1D.
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Affiliation(s)
- Sara E Wetter-Wren
- Department of Clinical and Health Psychology, University of Florida, 1225 Center Dr., Gainesville, FL, 32610, USA
| | - Alexandra C Himelhoch
- Department of Clinical and Health Psychology, University of Florida, 1225 Center Dr., Gainesville, FL, 32610, USA
| | - Kimberly A Driscoll
- Department of Clinical and Health Psychology, University of Florida, 1225 Center Dr., Gainesville, FL, 32610, USA.
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3
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Ellis DA, Naar S. Interventions Across the Translational Research Spectrum: Addressing Disparities Among Racial and Ethnic Minoritized Youth with Type 1 Diabetes. Endocrinol Metab Clin North Am 2023; 52:585-602. [PMID: 37865475 DOI: 10.1016/j.ecl.2023.05.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2023]
Abstract
Racial and ethnic minoritized youth with type 1 diabetes (T1D) are at elevated risk for health disparities. Few intervention studies have been conducted for these youth and evidence to support best practices to address their needs is lacking. Existing evidence supports the use of brief trials of diabetes technology with structured support from clinic staff, culturally tailored interventions such as language-congruent clinical care, and use of community health workers as promising directions to improve health outcomes. Clinicians and researchers should work collaboratively with community members to improve the quality of T1D intervention science for racial and ethnic minoritized youth.
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Affiliation(s)
- Deborah A Ellis
- Department of Family Medicine and Public Health Sciences, Wayne State University School of Medicine.
| | - Sylvie Naar
- Center for Translational Behavioral Medicine, Florida State University
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4
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Ng SM, Soni A. Ten-year review of trends in children with type 1 diabetes in England and Wales. World J Diabetes 2023; 14:1194-1201. [PMID: 37664483 PMCID: PMC10473941 DOI: 10.4239/wjd.v14.i8.1194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 03/09/2023] [Accepted: 06/21/2023] [Indexed: 08/11/2023] Open
Abstract
This review describes the prevalence, incidence, and demographics of children and young people (CYP) with type 1 diabetes in England and Wales using data from the United Kingdom National Paediatric Diabetes Audit (NPDA) and has almost 100% submission from all paediatric diabetes centres annually. It is a powerful benchmarking tool and is an essential part of a long-term quality improvement programme for CYP with diabetes. Clinical characteristics of this population by age, insulin regimen, complication rates, health inequalities, access to diabetes technology, socioeconomic deprivation and glycaemic outcomes over the past decade is described in the review. The NPDA for England and Wales is commissioned by the United Kingdom Healthcare Quality Improvement Partnership as part of the National Clinical Audit for the United Kingdom National Service Framework for Diabetes. The rising incidence of Type 1 diabetes is evidenced in the past decade. Reduction in national median glycated hemoglobin for CYP with diabetes is observed over the last 10 years and the improvement sustained by various initiatives and quality improvement pro-grammes implemented with universal health coverage.
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Affiliation(s)
- Sze M Ng
- Department of Paediatrics, Mersey and West Lancashire Teaching Hospitals NHS Trust, Ormskirk L39 2AZ, United Kingdom
- Department of Women's and Children's Health, University of Liverpool, Liverpool L693BX, Merseyside, United Kingdom
- Faculty of Health, Social Care & Medicine, Edge Hill University, Ormskirk L39 4QP, Lancashire, United Kingdom
| | - Astha Soni
- Department of Paediatrics, Sheffield Children's Hospital, Sheffield S10 2TH, United Kingdom
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5
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Conway RB, Gerard Gonzalez A, Shah VN, Geno Rasmussen C, Akturk HK, Pyle L, Forlenza G, Alonso GT, Snell-Bergeon J. Racial Disparities in Diabetes Technology Adoption and Their Association with HbA1c and Diabetic Ketoacidosis. Diabetes Metab Syndr Obes 2023; 16:2295-2310. [PMID: 37551339 PMCID: PMC10404403 DOI: 10.2147/dmso.s416192] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 07/18/2023] [Indexed: 08/09/2023] Open
Abstract
Aim Poorer glycemic control and higher diabetic ketoacidosis (DKA) rates are seen in racial/ethnic minorities with type 1 diabetes (T1D). Use of diabetes technologies such as continuous glucose monitors (CGM), continuous subcutaneous insulin infusion (CSII) and automated insulin delivery (AID) systems has been shown to improve glycemic control and reduce DKA risk. We examined race/ethnicity differences in diabetes technology use and their relationship with HbA1c and DKA. Methods Data from patients aged ≥12 years with T1D for ≥1 year, receiving care from a single diabetes center, were examined. Patients were classified as Non-Hispanic White (n=3945), Non-Hispanic Black (Black, n=161), Hispanic (n=719), and Multiracial/Other (n=714). General linear models and logistic regression were used. Results Black (OR=0.22, 0.15-0.32) and Hispanic (OR=0.37, 0.30-0.45) patients were less likely to use diabetes technology. This disparity was greater in the pediatric population (p-interaction=0.06). Technology use associated with lower HbA1c in each race/ethnic group. Among technology users, AID use associated with lower HbA1c compared to CGM and/or CSII (HbA1c of 8.4% vs 9.2%, respectively), with the greatest difference observed for Black adult AID users. CSII use associated with a lower odds of DKA in the past year (OR=0.73, 0.54-0.99), a relationship that did not vary by race (p-interaction =0.69); this inverse association with DKA was not observed for CGM or AID. Conclusion Disparities in diabetes technology use, DKA, and glycemic control were apparent among Black and Hispanic patients with T1D. Differences in technology use ameliorated but did not fully account for disparities in HbA1c or DKA.
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Affiliation(s)
- Rebecca Baqiyyah Conway
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | | | - Viral N Shah
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | | | - Halis Kaan Akturk
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Laura Pyle
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Gregory Forlenza
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Guy Todd Alonso
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Janet Snell-Bergeon
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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6
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Stanley JR, Clarke ABM, Shulman R, Mahmud FH. Mediating Effects of Technology-Based Therapy on the Relationship Between Socioeconomic Status and Glycemic Management in Pediatric Type 1 Diabetes. Diabetes Technol Ther 2023; 25:186-193. [PMID: 36409503 DOI: 10.1089/dia.2022.0388] [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] [Indexed: 11/23/2022]
Abstract
Background: Socioeconomic disparities exist related to accessibility and uptake of diabetes technologies that impact glycemic management. The aims of this study were to describe diabetes technology use (continuous subcutaneous insulin infusion [CSII] and continuous glucose monitoring [CGM]) in children with type 1 diabetes (T1D) and assess the mediating effects of each technology on the relationship between socioeconomic status (SES) and glycemic management. Methods: Single-center retrospective cross-sectional study of children aged 0-18 years (n = 813) with T1D and valid postal codes between 2018 and 2020. Extracted data were linked to validated census-based material deprivation (MD) quintiles. Exposures included MD and technology use (CSII, CGM), whereas the primary outcome was glycemic management (HbA1c). Results: Of 813 patients included, 379 (46.6%) and 246 (30.3%) individuals used CGM and CSII, respectively. Real-time CGM (rtCGM) and CSII were associated with both MD and HbA1c, but intermittently scanned CGM (isCGM) was not. There was a difference in HbA1c of +1.17% between patients from the most (Q5) and least deprived (Q1) MD quintile (P < 0.0001), and significant mediating effects for rtCGM and CSII use, but not isCGM. rtCGM use and CSII use accounted for 0.14% (P < 0.0001) and 0.25% (P < 0.0001) of the difference in HbA1c between patients from Q1 and Q5 quintiles (indirect effects), representing 12.0% and 23.1% of this difference, respectively. Conclusions: CSII and rtCGM use partially mediated the significant discrepancies observed with SES and glycemic management, highlighting potential benefits of broader access to these technologies to improve diabetes outcomes and help mitigate the negative impact of deprivation on diabetes management.
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Affiliation(s)
- Joshua R Stanley
- Division of Endocrinology, Department of Pediatrics, The Hospital for Sick Children, Toronto, Canada
- Department of Pediatrics, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Antoine B M Clarke
- Division of Endocrinology, Department of Pediatrics, The Hospital for Sick Children, Toronto, Canada
| | - Rayzel Shulman
- Division of Endocrinology, Department of Pediatrics, The Hospital for Sick Children, Toronto, Canada
- Department of Pediatrics, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Farid H Mahmud
- Division of Endocrinology, Department of Pediatrics, The Hospital for Sick Children, Toronto, Canada
- Department of Pediatrics, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
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7
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DeSalvo DJ, Noor N, Xie C, Corathers SD, Majidi S, McDonough RJ, Polsky S, Izquierdo R, Rioles N, Weinstock R, Obrynba K, Roberts A, Vendrame F, Sanchez J, Ebekozien O. Patient Demographics and Clinical Outcomes Among Type 1 Diabetes Patients Using Continuous Glucose Monitors: Data From T1D Exchange Real-World Observational Study. J Diabetes Sci Technol 2023; 17:322-328. [PMID: 34632823 PMCID: PMC10012384 DOI: 10.1177/19322968211049783] [Citation(s) in RCA: 48] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND The benefits of Continuous Glucose Monitoring (CGM) on glycemic management have been demonstrated in numerous studies; however, widespread uptake remians limited. The aim of this study was to provide real-world evidence of patient attributes and clinical outcomes associated with CGM use across clinics in the U.S. based T1D Exchange Quality Improvement (T1DX-QI) Collaborative. METHOD We examined electronic Health Record data from eight endocrinology clinics participating in the T1DX-QI Collaborative during the years 2017-2019. RESULTS Among 11,469 type 1 diabetes patients, 48% were CGM users. CGM use varied by race/ethnicity with Non-Hispanic Whites having higher rates of CGM use (50%) compared to Non-Hispanic Blacks (18%) or Hispanics (38%). Patients with private insurance were more likely to use CGM (57.2%) than those with public insurance (33.3%) including Medicaid or Medicare. CGM users had lower median HbA1c (7.7%) compared to nonusers (8.4%). Rates of diabetic ketoacidosis (DKA) and severe hypoglycemia were significantly higher in nonusers compared to CGM users. CONCLUSION In this real-world study of patients in the T1DX-QI Collaborative, CGM users had better glycemic control and lower rates of DKA and severe hypoglycemia (SH) events, compared to nonusers; however, there were significant sociodemographic disparities in CGM use. Quality improvement and advocacy measures to promote widespread and equitable CGM uptake have the potential to improve clinical outcomes.
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Affiliation(s)
- Daniel J. DeSalvo
- Texas Children’s Hospital, Baylor
College of Medicine, Houston, TX, USA
| | - Nudrat Noor
- T1D Exchange, Boston, MA, USA
- Nudrat Noor, PhD, T1D Exchange, 11 Ave de
lafayette, Boston, MA 02111, USA.
| | - Cicilyn Xie
- Paul L. Foster School of Medicine,
Texas Tech University Health Sciences Center El Paso, El Paso, TX, USA
| | - Sarah D. Corathers
- Cincinnati Children’s Hospital Medical
Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | | | | | - Sarit Polsky
- Barbara Davis Center for Diabetes,
Aurora, CO, USA
| | | | | | | | | | | | | | - Janine Sanchez
- School of Medicine, University of
Miami Miller, Miami, FL, USA
| | - Osagie Ebekozien
- T1D Exchange, Boston, MA, USA
- University of Mississipi, Jackson,
MS, US
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8
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Kanbour S, Jones M, Abusamaan MS, Nass C, Everett E, Wolf RM, Sidhaye A, Mathioudakis N. Racial Disparities in Access and Use of Diabetes Technology Among Adult Patients With Type 1 Diabetes in a U.S. Academic Medical Center. Diabetes Care 2023; 46:56-64. [PMID: 36378855 PMCID: PMC9797654 DOI: 10.2337/dc22-1055] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 10/07/2022] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Recent studies highlight racial disparities in insulin pump (PUMP) and continuous glucose monitor (CGM) use in children and adolescents with type 1 diabetes (T1D). This study explored racial disparities in diabetes technology among adult patients with T1D. RESEARCH DESIGN AND METHODS This was a retrospective clinic-based cohort study of adult patients with T1D seen consecutively from April 2013 to January 2020. Race was categorized into non-Black (reference group) and Black. The primary outcomes were baseline and prevalent technology use, rates of diabetes technology discussions (CGMdiscn, PUMPdiscn), and prescribing (CGMrx, PUMPrx). Multivariable logistic regression analysis evaluated the association of technology discussions and prescribing with race, adjusting for social determinants of health and diabetes outcomes. RESULTS Among 1,258 adults with T1D, baseline technology use was significantly lower for Black compared with non-Black patients (7.9% vs. 30.3% for CGM; 18.7% vs. 49.6% for PUMP), as was prevalent use (43.6% vs. 72.1% for CGM; 30.7% vs. 64.2% for PUMP). Black patients had adjusted odds ratios (aORs) of 0.51 (95% CI 0.29, 0.90) for CGMdiscn and 0.61 (95% CI 0.41, 0.93) for CGMrx. Black patients had aORs of 0.74 (95% CI 0.44, 1.25) for PUMPdiscn and 0.40 (95% CI, 0.22, 0.70) for PUMPrx. Neighborhood context, insurance, marital and employment status, and number of clinic visits were also associated with the outcomes. CONCLUSIONS Significant racial disparities were observed in discussions, prescribing, and use of diabetes technology. Further research is needed to identify the causes behind these disparities and develop and evaluate strategies to reduce them.
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Affiliation(s)
- Sarah Kanbour
- Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Marissa Jones
- Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Mohammed S. Abusamaan
- Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Caitlin Nass
- Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Estelle Everett
- Division of Endocrinology, Diabetes, & Metabolism, University of California, Los Angeles, Los Angeles, CA
| | - Risa M. Wolf
- Division of Pediatric Endocrinology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Aniket Sidhaye
- Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Nestoras Mathioudakis
- Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD
- Corresponding author: Nestoras Mathioudakis,
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9
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Odugbesan O, Addala A, Nelson G, Hopkins R, Cossen K, Schmitt J, Indyk J, Jones NHY, Agarwal S, Rompicherla S, Ebekozien O. Implicit Racial-Ethnic and Insurance-Mediated Bias to Recommending Diabetes Technology: Insights from T1D Exchange Multicenter Pediatric and Adult Diabetes Provider Cohort. Diabetes Technol Ther 2022; 24:619-627. [PMID: 35604789 PMCID: PMC9422789 DOI: 10.1089/dia.2022.0042] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Background: Despite documented benefits of diabetes technology in managing type 1 diabetes, inequities persist in the use of these devices. Provider bias may be a driver of inequities, but the evidence is limited. Therefore, we aimed to examine the role of race/ethnicity and insurance-mediated provider implicit bias in recommending diabetes technology. Method: We recruited 109 adult and pediatric diabetes providers across 7 U.S. endocrinology centers to complete an implicit bias assessment composed of a clinical vignette and ranking exercise. Providers were randomized to receive clinical vignettes with differing insurance and patient names as proxy for Racial-Ethnic identity. Bias was identified if providers: (1) recommended more technology for patients with an English name (Racial-Ethnic bias) or private insurance (insurance bias), or (2) Race/Ethnicity or insurance was ranked high (Racial-Ethnic and insurance bias, respectively) in recommending diabetes technology. Provider characteristics were analyzed using descriptive statistics and multivariate logistic regression. Result: Insurance-mediated implicit bias was common in our cohort (n = 66, 61%). Providers who were identified to have insurance-mediated bias had greater years in practice (5.3 ± 5.3 years vs. 9.3 ± 9 years, P = 0.006). Racial-Ethnic-mediated implicit bias was also observed in our study (n = 37, 34%). Compared with those without Racial-Ethnic bias, providers with Racial-Ethnic bias were more likely to state that they could recognize their own implicit bias (89% vs. 61%, P = 0.001). Conclusion: Provider implicit bias to recommend diabetes technology was observed based on insurance and Race/Ethnicity in our pediatric and adult diabetes provider cohort. These data raise the need to address provider implicit bias in diabetes care.
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Affiliation(s)
- Ori Odugbesan
- T1D Exchange, QI & Population Health Department, Boston, Massachusetts, USA
| | - Ananta Addala
- Stanford University, Division of Pediatric Endocrinology & Diabetes, Lucile Packard Children's Hospital, Stanford, California, USA
| | - Grace Nelson
- Le Bonheur Children's Hospital, Pediatric Endocrinology, Memphis, Tennessee, USA
| | - Rachel Hopkins
- SUNY Upstate Medical Center, Division of Endocrinology and Metabolism, Syracuse, New York, USA
| | - Kristina Cossen
- Children's Healthcare of Atlanta, Division of Pediatric Endocrinology, Atlanta, Georgia, USA
| | - Jessica Schmitt
- The University of Alabama Pediatric Endocrinology and Diabetes at Birmingham Hospital, Birmingham, Alabama, USA
| | - Justin Indyk
- Nationwide Children Hospital, Division of Endocrinology, Columbus, Ohio, USA
| | | | - Shivani Agarwal
- Yeshiva University Albert Einstein College of Medicine, Division of Endocrinology, Bronx, New York, USA
| | - Saketh Rompicherla
- T1D Exchange, QI & Population Health Department, Boston, Massachusetts, USA
| | - Osagie Ebekozien
- T1D Exchange, QI & Population Health Department, Boston, Massachusetts, USA
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10
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Garcia JF, Peters AL, Raymond JK, Fogel J, Orrange S. Equity in Medical Care for People Living With Diabetes. Diabetes Spectr 2022; 35:266-275. [PMID: 36082008 PMCID: PMC9396720 DOI: 10.2337/dsi22-0003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Disparities and inequities exist for individuals with diabetes in marginalized communities of color, especially among people with low socioeconomic status. Although these barriers are apparent, only a few care models have been designed for and examined in racially and ethnically diverse individuals. This article reviews models that have been developed and examined in a variety of different populations and focuses on how to implement elements from these programs in clinical practice. Health equity-promoting ideas and approaches that can be applied throughout the life span (children to seniors) are also included. As diabetes health care providers, researchers, educators, policymakers, and advocates, we must now combine our efforts and focus on historically excluded populations to bridge the gap to essential diabetes care.
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11
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Everett EM, Wisk LE. Relationships Between Socioeconomic Status, Insurance Coverage for Diabetes Technology and Adverse Health in Patients With Type 1 Diabetes. J Diabetes Sci Technol 2022; 16:825-833. [PMID: 34632819 PMCID: PMC9264432 DOI: 10.1177/19322968211050649] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
INTRODUCTION Insulin pumps and continuous glucose monitors (CGM) have many benefits in the management of type 1 diabetes. Unfortunately disparities in technology access occur in groups with increased risk for adverse effects (eg, low socioeconomic status [SES], public insurance). RESEARCH DESIGN & METHODS Using 2015 to 2016 data from 4,895 participants from the T1D Exchange Registry, a structural equation model (SEM) was fit to explore the hypothesized direct and indirect relationships between SES, insurance features, access to diabetes technology, and adverse clinical outcomes (diabetic ketoacidosis, hypoglycemia). SEM was estimated using the maximum likelihood method and standardized path coefficients are presented. RESULTS Higher SES and more generous insurance coverage were directly associated with CGM use (β = 1.52, SE = 0.12, P < .0001 and β = 1.21, SE = 0.14, P < .0001, respectively). Though SES displayed a small inverse association with pump use (β = -0.11, SE = 0.04, P = .0097), more generous insurance coverage displayed a stronger direct association with pump use (β = 0.88, SE = 0.10, P < .0001). CGM use and pump use were both directly associated with fewer adverse outcomes (β = -0.23, SE = 0.06, P = .0002 and β = -0.15, SE = 0.04, P = .0002, respectively). Both SES and insurance coverage demonstrated significant indirect effects on adverse outcomes that operated through access to diabetes technology (β = -0.33, SE = 0.09, P = .0002 and β = -0.40, SE = 0.09, P < .0001, respectively). CONCLUSIONS The association between SES and insurance coverage and adverse outcomes was primarily mediated through diabetes technology use, suggesting that disparities in diabetes outcomes have the potential to be mitigated by addressing the upstream disparities in technology use.
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Affiliation(s)
- Estelle M. Everett
- Department of Medicine, Division of
Endocrinology, Diabetes, & Metabolism, David Geffen School of Medicine,
University of California, Los Angeles, CA, USA
- Department of Medicine, Division of
General Internal Medicine & Health Services Research, David Geffen School of
Medicine, University of California, Los Angeles, CA, USA
- VA Greater Los Angeles Healthcare
System, Los Angeles, CA, USA
- Estelle M. Everett, MD, MHS, Department of
Medicine, Division of Endocrinology, Diabetes, & Metabolism, David Geffen
School of Medicine, University of California, Los Angeles, 1100 Glendon Ste 850,
Los Angeles, CA 90024, USA.
| | - Lauren E. Wisk
- Department of Medicine, Division of
General Internal Medicine & Health Services Research, David Geffen School of
Medicine, University of California, Los Angeles, CA, USA
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12
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Wherry K, Zhu C, Vigersky RA. Inequity in Adoption of Advanced Diabetes Technologies Among Medicare Fee-for-service Beneficiaries. J Clin Endocrinol Metab 2022; 107:e2177-e2185. [PMID: 34910144 DOI: 10.1210/clinem/dgab869] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Indexed: 11/19/2022]
Abstract
CONTEXT Health inequity is often associated with race-ethnicity. OBJECTIVE To determine the prevalence of insulin pump therapy and continuous glucose monitoring (CGM) among Medicare beneficiaries with type 1 diabetes (T1D) by race-ethnicity, and to compare diabetes-related technology users with nonusers. DESIGN The prevalence of technology use (pump, CGM) was determined by race-ethnicity for enrollees in coverage years (CY) 2017-2019 in the Medicare fee-for-service database. Using CY2019 data, technology users were compared with nonusers by race-ethnicity, sex, average age, Medicare eligibility criteria, and visit to an endocrinologist. SETTING Community. PATIENTS OR OTHER PARTICIPANTS Beneficiaries with T1D and at least 1 inpatient or 2 outpatient claims in a CY. INTERVENTION(S) Pump or CGM therapy, visit to an endocrinologist. MAIN OUTCOME MEASURE(S) Diabetes-related technology use by race-ethnicity groups. RESULTS Between 2017 and 2019, CGM and insulin pump use increased among all groups. Prevalence of insulin pump use was < 5% for Black and Other beneficiaries yet increased from 14% to 18% among White beneficiaries. In CY2019, 57% of White patients used a pump compared with 33.1% of Black and 30.3% of Other patients (P < 0.001). Black patients were more likely than White patients to be eligible because of disability/end-stage renal disease or to be Medicare/Medicaid eligible (both P < 0.001), whether using technology or not. Significant race-ethnicity differences (P < 0.001) existed between technology users and nonusers for all evaluated factors except visiting an endocrinologist. CONCLUSIONS Significant race-ethnicity associated differences existed in T1D management. The gap in diabetic technology adoption between Black and White beneficiaries grew between 2017 and 2019.
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Affiliation(s)
- Kael Wherry
- Medtronic Diabetes, Northridge, CA 91325, USA
| | - Cyrus Zhu
- Medtronic Diabetes, Northridge, CA 91325, USA
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13
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Mencher SR, Weinzimer SA, Nally LM, Van Name M, Nunez-Smith M, Sadler LS. Technology Utilization in Black Adolescents with Type 1 Diabetes: Exploring the Decision-Making Process. Diabetes Technol Ther 2022; 24:249-257. [PMID: 35085444 PMCID: PMC11074720 DOI: 10.1089/dia.2021.0413] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background: Significant disparities in diabetes device (DD) use exist for Black adolescents with type 1 diabetes (T1D), meriting further exploration. We sought to describe how Black adolescents with T1D and their parents make decisions about using DDs and understand personal, familial, and cultural beliefs that may influence use. Materials and Methods: Nineteen Black adolescents with T1D and 17 parents participated in individual qualitative semistructured interviews. Adolescents were purposively sampled for a range of socioeconomic and clinical demographics. Interview data were recorded, transcribed, and coded for thematic analysis, analyzed separately for parents and adolescents, and then compared across groups. Data collection continued until thematic saturation was achieved. Results: Adolescents and parents reported similar themes related to the (1) intersectionality of multiple identities: T1D experience of Black adolescents; (2) decision to use DDs: complexities of T1D management and easing the burden; and (3) reasons for differential uptake of DDs in Black adolescents. Adolescents reported lacking peers with T1D "who look like me," leading to stigmatization, exacerbated by device visibility and alarms. Cultural and familial traditions as well as individual factors were described as both facilitators and barriers in DD use. Lack of familiarity with T1D, limited exposure to DDs, and mistrust of the medical community, both historically and currently, were brought up as reasons for inequities in DD use. Conclusions: Understanding the decision-making process surrounding DDs in one sample of Black adolescents and their parents is critical to guide further research to improve equity in DD use and glycemic outcomes.
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Affiliation(s)
- Shana R. Mencher
- Department of Pediatrics, Division of Endocrinology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Stuart A. Weinzimer
- Department of Pediatrics, Division of Endocrinology, Yale University School of Medicine, New Haven, Connecticut, USA
- School of Nursing, Yale University, Orange, Connecticut, USA
| | - Laura M. Nally
- Department of Pediatrics, Division of Endocrinology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Michelle Van Name
- Department of Pediatrics, Division of Endocrinology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Marcella Nunez-Smith
- Equity Research and Innovation Center, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Lois S. Sadler
- School of Nursing, Yale University, Orange, Connecticut, USA
- Yale Child Study Center, New Haven, Connecticut, USA
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Beliard K, Wu V, Samuels J, Lipman TH, Rapaport R. Identifying and addressing disparities in the evaluation and treatment of children with growth hormone deficiency. Front Endocrinol (Lausanne) 2022; 13:989404. [PMID: 36093098 PMCID: PMC9448989 DOI: 10.3389/fendo.2022.989404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 08/02/2022] [Indexed: 11/30/2022] Open
Abstract
Health disparities are a significant cause of concern globally and in the United States. Disparities have been additionally highlighted throughout the ongoing COVID-19 pandemic during which populations of color have been the most affected by the disease. Social determinants of health, race, ethnicity, and gender have all contributed to disparate outcomes and disparities spanning all age groups. Multiple socio-ecological factors contribute to disparities and different strategies have been proposed. The purpose of this paper is to provide an overview of disparities in pediatric treatment and outcomes, with a focus on children with endocrine disorders.
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Affiliation(s)
- Kara Beliard
- Division of Pediatric Endocrine and Diabetes, Mount Sinai Kravis Children’s Hospital, New York, NY, United States
| | - Vickie Wu
- Division of Pediatric Endocrine and Diabetes, Mount Sinai Kravis Children’s Hospital, New York, NY, United States
| | - Julie Samuels
- Division of Pediatric Endocrine and Diabetes, Mount Sinai Kravis Children’s Hospital, New York, NY, United States
| | - Terri H. Lipman
- Department of Family and Community Health, University of Pennsylvania School of Nursing, Philadelphia, PA, United States
| | - Robert Rapaport
- Division of Pediatric Endocrine and Diabetes, Mount Sinai Kravis Children’s Hospital, New York, NY, United States
- *Correspondence: Robert Rapaport,
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15
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Tremblay ES, Ruiz J, Dykeman B, Maldonado M, Garvey K. Hispanic Caregivers' experience of pediatric type 1 diabetes: A qualitative study. Pediatr Diabetes 2021; 22:1040-1050. [PMID: 34232537 PMCID: PMC8530860 DOI: 10.1111/pedi.13247] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 04/30/2021] [Accepted: 07/05/2021] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE It is widely recognized that Type 1 Diabetes (T1D) outcomes are worse among Hispanic children; however, little is published about the perspectives of these patients and their caregivers. Our intent was to characterize the lived experience of Hispanic caregivers of children with T1D, focusing on the role of language and culture and their perspectives on current medical care and alternative care models. We studied Hispanic caregivers of patients (age 2-17 years) with T1D of greater than 6 months' duration. RESEARCH DESIGN AND METHODS We completed semi-structured interviews and focus-groups of a purposive sample of 20 members of our population of interest. We developed a codebook and completed multidisciplinary consensus coding, then conducted iterative thematic analysis using qualitative software and discussion to generate themes. RESULTS We gathered data from 20 Hispanic caregivers of T1D patients (11.37 ± 3.00 years old, 4.80 ± 2.84 years since diagnosis). 85% of caregivers were female, 80% preferred Spanish, and 15% were college-educated. Our analysis yielded 4 themes across the participants: (1) Culturally-based nutrition challenges, (2) Social isolation and lack of support for T1D care, (3) Hesitancy to fully embrace diabetes technology, and (4) Deferential views of care experience and providers. Overarching all of these themes was support for Hispanic group-based models of care tailored to address these concerns. CONCLUSIONS The unique concerns among Hispanic caregivers of children with T1D suggest the importance of culturally tailored interventions to improve care. With successful implementation, such interventions could diminish widening disparities in healthcare outcomes.
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Affiliation(s)
- Elise Schlissel Tremblay
- Division of Endocrinology, Department of Pediatrics, Boston Children’s Hospital, Boston, Massachusetts
| | - Jessica Ruiz
- Department of Pediatrics, Boston Children’s Hospital, Boston, Massachusetts
| | - Blair Dykeman
- Boston Children’s Hospital, Institutional Centers for Clinical and Translational Research
| | - Michele Maldonado
- Boston Children’s Hospital, Children’s Hospital Primary Care Center, Social Work
| | - Katharine Garvey
- Division of Endocrinology, Department of Pediatrics, Boston Children’s Hospital, Boston, Massachusetts
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16
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Ng SM, Evans ML. Widening health inequalities related to type 1 diabetes care in children and young people in the UK: A time to act now. Diabet Med 2021; 38:e14620. [PMID: 34109677 DOI: 10.1111/dme.14620] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Revised: 05/20/2021] [Accepted: 06/07/2021] [Indexed: 01/11/2023]
Abstract
In this recent 2019-2020 audit, 96% (168/173) of paediatric diabetes teams submitted data and included a total of 29,242 children and young people (CYP) up to the age of 24 years, and type 1 diabetes consisted of 27,653 CYP. One of the key findings was that CYP with type 1 diabetes from minority ethnic communities have higher HbA1 compared to white ethnicity and that significantly lower use of insulin pumps or real-time continuous glucose monitoring systems was used among black children. There has been an increasing trend of widening health inequalities reported the past 6 years. As chairs of Diabetes UK Diabetes Research Study Groups, the authors urge that research into barriers of access to technology for T1D in CYP in the UK specifically looking at provider bias, systemic issues within the health system, and individual and family factors are conducted with urgency.
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Affiliation(s)
- Sze May Ng
- Paediatric Department, Southport and Ormskirk NHS Trust, Ormskirk, UK
- Department of Women's and Children's Health, University of Liverpool, Liverpool, UK
| | - Mark L Evans
- Wellcome Trust/ MRC Institute of Metabolic Science, University of Cambridge, Cambridge, UK
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17
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Abstract
Racism- a system operating at the intrapersonal, interpersonal, institutional, and structural levels- is a serious threat to the health and wellbeing of children and adolescents. This narrative review highlights racism as a social determinant of health, and describes how racism breeds disparate pediatric health outcomes in infant health, asthma, Type 1 diabetes, mental health, and pediatric surgical conditions. Key examples include the association of residential racial segregation and the alarming infant mortality rate among Black infants as well as the role of redlining and discriminatory housing practices on asthma morbidity among Black children and adolescents. Furthermore, inequitable care practices such as (1) racial and ethnic disparities in insulin pump usage in patients with Type 1 diabetes, (2) lower rates pharmacotherapy initiation in racialized children with mental health disorders, and (3) decreased pain medication management and confirmatory imaging in Black children with acute appendicitis, highlight the role of interpersonal racism in propagating poor health outcomes. An urgent call to action is needed to address pediatric health inequities and ensure all children can live healthy lives. Key strategies must tackle racism at the individual, institutional, and structural levels and include building a diverse workforce, prioritizing research to describe the impact of racism on pediatric health outcomes, initiating improvement efforts to close equity gaps, building community partnerships, co-designing solutions alongside patients and families, and advocating for policy change to address the social conditions that impact children and adolescents of color.
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Affiliation(s)
- Meghan Fanta
- Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave. MLC 5018, Cincinnati, OH 45229, USA
| | - Deawodi Ladzekpo
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Ndidi Unaka
- Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave. MLC 5018, Cincinnati, OH 45229, USA; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
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18
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Auzanneau M, Rosenbauer J, Maier W, von Sengbusch S, Hamann J, Kapellen T, Freckmann G, Schmidt S, Lilienthal E, Holl RW. Heterogeneity of Access to Diabetes Technology Depending on Area Deprivation and Demographics Between 2016 and 2019 in Germany. J Diabetes Sci Technol 2021; 15:1059-1068. [PMID: 34253084 PMCID: PMC8442190 DOI: 10.1177/19322968211028608] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Despite increasing use of technology in type 1 diabetes, persistent ethnic and socio-economic disparities have been reported. We analyzed how the use of insulin pump therapy and continuous glucose monitoring (CGM) evolved over the years in Germany depending on demographics and area deprivation. METHOD We investigated the use of insulin pump and CGM between 2016 and 2019 in 37,798 patients with type 1 diabetes aged < 26 years from the German Prospective Follow-up Registry (DPV). Associations with federal state, area-deprivation quintile (German Index of Multiple Deprivation 2010 on district level), gender, and migration background were investigated over time using multiple logistic regression. RESULTS Between 2016 and 2019, the regional distribution of insulin pump use did not change substantially and the association with area deprivation remained non-linear and statistically non-significant. The effect of area deprivation on CGM use decreased continuously and disappeared in 2019 (OR [95%-CI] Q1 vs Q5: 1.85 [1.63-2.10] in 2016; 0.97 [0.88-1.08] in 2019). The effect of migration background on the use of either technology decreased over the years but remained significant in 2019. Girls had constantly higher odds of using an insulin pump than boys (OR: 1.25 [1.18-1.31] in 2019), whereas no gender difference was identified for CGM use. CONCLUSIONS Although disparities decreased in Germany, access to diabetes technology still depends on migration background in 2019, and gender differences in pump use persist. As technological advances are made, further research is needed to understand the reasons for these persistent disparities.
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Affiliation(s)
- Marie Auzanneau
- Institute of Epidemiology and Medical
Biometry, ZIBMT, University of Ulm, Ulm, Baden-Württemberg, Germany
- German Center for Diabetes Research
(DZD), Neuherberg, Germany
- Marie Auzanneau, MPH, Institute of
Epidemiology and Medical Biometry, ZIBMT, University of Ulm,
Albert-Einstein-Allee 41, Ulm, Baden-Württemberg D-89081, Germany.
| | - Joachim Rosenbauer
- German Center for Diabetes Research
(DZD), Neuherberg, Germany
- Institute for Biometrics and
Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at
Heinrich Heine University, Düsseldorf, North Rhine-Westphalia, Germany
| | - Werner Maier
- German Center for Diabetes Research
(DZD), Neuherberg, Germany
- Institute of Health Economics and
Health Care Management, Helmholtz Zentrum München, German Research Center for
Environmental Health (GmbH), Neuherberg, Bayern, Germany
| | - Simone von Sengbusch
- Department of Pediatrics and Adolescent
Medicine, Division of Pediatric Endocrinology and Diabetes, University of Lübeck,
Lübeck, Schleswig-Holstein, Germany
| | - Johannes Hamann
- Department of Pediatrics, St. Marien
Hospital Landshut, Landshut, Germany
| | - Thomas Kapellen
- Department of Women and Child Health,
Hospital for Children and Adolescents, University of Leipzig, Leipzig, Sachsen,
Germany
| | - Guido Freckmann
- Institut für Diabetes-Technologie,
Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm,
Baden-Württemberg, Ulm, Germany
| | - Silke Schmidt
- Department of Paediatrics and
Adolescent Medicine, Klinikum Dritter Orden, Munich, Bavaria, Germany
| | - Eggert Lilienthal
- Department of Pediatrics, St.
Josef-Hospital, Ruhr-University Bochum, Bochum, Nordrhein-Westfalen, Germany
| | - Reinhard W. Holl
- Institute of Epidemiology and Medical
Biometry, ZIBMT, University of Ulm, Ulm, Baden-Württemberg, Germany
- German Center for Diabetes Research
(DZD), Neuherberg, Germany
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19
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Fredette ME, Zonfrillo MR, Park S, Quintos JB, Gruppuso PA, Topor LS. Self-reported insulin pump prescribing practices in pediatric type 1 diabetes. Pediatr Diabetes 2021; 22:758-765. [PMID: 33855806 DOI: 10.1111/pedi.13213] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 03/10/2021] [Accepted: 03/24/2021] [Indexed: 12/14/2022] Open
Abstract
INTRODUCTION Disadvantaged and minority youth with type 1 diabetes are less likely to be on insulin pump therapy compared to the majority population. Little is known about how pediatric endocrinology providers determine eligibility for insulin pump. We aimed to identify provider factors influencing the decision to initiate insulin pump therapy. METHODS We conducted a survey of Pediatric Endocrine Society members who prescribe insulin pump therapy to pediatric patients with type 1 diabetes. The survey collected information about prescriber characteristics, use and adherence to guidelines, eligibility criteria, and objective and subjective factors that influence insulin pump prescription. RESULTS The survey was completed by 192 individuals who met eligibility criteria (14.1% response rate). The majority of respondents were attending providers, and were white, non-Hispanic females. A minority of providers (22%) reported following written insulin pump guidelines, and many (70%) reported using personal guidelines to guide patient selection. Most providers had no objective eligibility criteria, aside from standard glucose monitoring. Providers identified patient lifestyle and increased risk of hypoglycemia, as well as patient and family factors such as motivation, realistic expectations of insulin pump use, ability to demonstrate carbohydrate counting, patient request, and ability to communicate as important in the decision to initiate insulin pump. CONCLUSION Pediatric endocrinology providers place significant importance on subjective factors and utilize few objective criteria in determining eligibility for insulin pump. In the setting of the known disparities in insulin pump use, providers should utilize objective, consistent criteria to determine which patients are safe to initiate insulin pump.
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Affiliation(s)
- Meghan E Fredette
- Pediatric Endocrinology and Diabetes, Hasbro Children's Hospital and the Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Mark R Zonfrillo
- Departments of Emergency Medicine and Pediatrics, Hasbro Children's Hospital and the Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Sangshin Park
- Center for International Health Research, Rhode Island Hospital, and Department of Pediatrics, The Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA.,Graduate School of Urban Public Health, University of Seoul, Seoul, Republic of Korea
| | - Jose Bernardo Quintos
- Pediatric Endocrinology and Diabetes, Hasbro Children's Hospital and the Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Philip A Gruppuso
- Pediatric Endocrinology and Diabetes, Hasbro Children's Hospital and the Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Lisa Swartz Topor
- Pediatric Endocrinology and Diabetes, Hasbro Children's Hospital and the Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
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20
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Sherr JL, Schwandt A, Phelan H, Clements MA, Holl RW, Benitez-Aguirre PZ, Miller KM, Woelfle J, Dover T, Maahs DM, Fröhlich-Reiterer E, Craig ME. Hemoglobin A1c Patterns of Youth With Type 1 Diabetes 10 Years Post Diagnosis From 3 Continents. Pediatrics 2021; 148:peds.2020-048942. [PMID: 34315809 PMCID: PMC8785705 DOI: 10.1542/peds.2020-048942] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/26/2021] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES Distinct hemoglobin A1c (HbA1c) trajectories during puberty are identified in youth with established type 1 diabetes (T1D). We used data from 3 international registries to evaluate whether distinct HbA1c trajectories occur from T1D onset. METHODS Participants were <18 years old at diagnosis with at least 1 HbA1c measured within 12 months post diagnosis, along with ≥3 duration-year-aggregated HbA1c values over 10 years of follow-up. Participants from the Australasian Diabetes Data Network (n = 7292), the German-Austrian-Luxembourgian-Swiss diabetes prospective follow-up initiative (Diabetes Patienten Verlaufsdokumentation) (n = 39 226) and the US-based Type 1 Diabetes Exchange Clinic Registry (n = 3704) were included. With group-based trajectory modeling, we identified unique HbA1c patterns from the onset of T1D. RESULTS Five distinct trajectories occurred in all 3 registries, with similar patterns of proportions by group. More than 50% had stable HbA1c categorized as being either low stable or intermediate stable. Conversely, ∼15% in each registry were characterized by stable HbA1c >8.0% (high stable), and ∼11% had values that began at or near the target but then increased (target increase). Only ∼5% of youth were above the target from diagnosis, with an increasing HbA1c trajectory over time (high increase). This group differed from others, with higher rates of minority status and an older age at diagnosis across all 3 registries (P ≤ .001). CONCLUSIONS Similar postdiagnostic HbA1c patterns were observed across 3 international registries. Identifying the youth at the greatest risk for deterioration in HbA1c over time may allow clinicians to intervene early, and more aggressively, to avert increasing HbA1c.
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Affiliation(s)
- Jennifer L. Sherr
- Division of Pediatric Endocrinology, Department of Pediatrics,
Yale School of Medicine, Yale University, New Haven, Connecticut
| | - Anke Schwandt
- Institute of Epidemiology and Medical Biometry, Zentralinstitut
für Biomedizinische Technik, Ulm University, Ulm, Germany,German Centre for Diabetes Research, Munich-Neuherberg,
Germany
| | - Helen Phelan
- John Hunter Children’s Hospital, Newcastle,
Australia,Division of Child and Adolescent Health, The University of
Sydney, Sydney, Australia
| | - Mark A. Clements
- Children’s Mercy Hospital, Kansas City, Missouri,Department of Pediatrics, University of Missouri-Kansas City,
Kansas City, Missouri
| | - Reinhard W. Holl
- Institute of Epidemiology and Medical Biometry, Zentralinstitut
für Biomedizinische Technik, Ulm University, Ulm, Germany,German Centre for Diabetes Research, Munich-Neuherberg,
Germany
| | - Paul Z. Benitez-Aguirre
- Division of Child and Adolescent Health, The University of
Sydney, Sydney, Australia,Children’s Hospital at Westmead, Sydney, Australia
| | | | - Joachim Woelfle
- Children’s Hospital, University of Erlangen, Erlangen,
Germany
| | - Thomas Dover
- Ipswich Hospital, Brisbane, Australia,Mater Hospitals, Brisbane, Australia
| | - David M. Maahs
- Stanford Diabetes Research Center,Division of Endocrinology and Diabetes, Department of
Pediatrics, School of Medicine, Stanford University, Stanford, California
| | - Elke Fröhlich-Reiterer
- Department of Pediatrics and Adolescent Medicine, Medical
University of Graz, Graz, Austria
| | - Maria E. Craig
- Division of Child and Adolescent Health, The University of
Sydney, Sydney, Australia,Children’s Hospital at Westmead, Sydney, Australia
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21
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McKee AM, Al-Hammadi N, Hinyard LJ. Disparities in Utilization and Outcomes With Continuous Subcutaneous Insulin Infusion in Young Adults With Type 1 Diabetes. Endocr Pract 2021; 27:769-775. [PMID: 33991655 DOI: 10.1016/j.eprac.2021.05.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 04/29/2021] [Accepted: 05/04/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To evaluate which factors determine utilization patterns and outcomes of continuous subcutaneous insulin infusion (CSII) in young adults with type 1 diabetes. METHODS Utilizing the Optum deidentified electronic health record data set between 2008 to 2018 to perform a retrospective cohort study, we identified 2104 subjects with type 1 diabetes aged 18 to 30 years. We evaluated the effect of race on determining CSII utilization, HbA1c (%), and hospital admission for diabetic ketoacidosis (DKA). Crude and adjusted estimates were computed using logistic regression and linear mixed models. RESULTS There was low CSII utilization among individuals who were Black, Hispanic, male, and those with governmental insurance. These groups also demonstrated higher HbA1c levels. Subjects who were Black, Hispanic, and those with governmental insurance had higher odds of DKA. Even when commercially insured, Black and Hispanic subjects demonstrated higher HbA1c levels, and Black individuals had higher odds of DKA. CONCLUSION In a large electronic health record database in the U.S., there was low CSII utilization overall, particularly in Black and Hispanic minorities, despite CSII showing superior HbA1c control without an increase in DKA events.
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Affiliation(s)
- Alexis M McKee
- Division of Endocrinology, Metabolism and Lipid Research, Washington University School of Medicine in St. Louis, St. Louis, Missouri.
| | - Noor Al-Hammadi
- Department of Health and Clinical Outcomes Research, Saint Louis University School of Medicine, St. Louis, Missouri; Advanced HEAlth Data (AHEAD) Institute, Saint Louis University, St. Louis, Missouri
| | - Leslie J Hinyard
- Department of Health and Clinical Outcomes Research, Saint Louis University School of Medicine, St. Louis, Missouri; Advanced HEAlth Data (AHEAD) Institute, Saint Louis University, St. Louis, Missouri
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22
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Lipman TH, Smith JA, Patil O, Willi SM, Hawkes CP. Racial disparities in treatment and outcomes of children with type 1 diabetes. Pediatr Diabetes 2021; 22:241-248. [PMID: 33871154 DOI: 10.1111/pedi.13139] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 08/31/2020] [Accepted: 09/23/2020] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE The aim of this study was to assess racial disparities in treatments and outcomes between Non-Hispanic black (NHB), Hispanic and Non-Hispanic white (NHW) children with type 1 diabetes (T1D). METHODS We reviewed electronic health records of children (<18 years) attending a large, pediatric tertiary care diabetes center in the United States between October 1, 2018, and December 31, 2019. Health care utilization (appointment attendance, ED visits, hospitalizations), technology use (insulin pumps, continuous glucose monitors [CGM]) and hemoglobin A1c (HbA1c) were examined for each race/ethnicity and stratified by insurance type (private/government) as a proxy for socioeconomic status (SES). RESULTS Of 1331 children (47% female) with a median (IQR) age of 14.2 (11.5, 16.3) years and T1D duration of 5.8 (3.8, 9) years; 1026 (77%) were NHW, 198 (15%) NHB, and 107 (8%) Hispanic. Government insurance was used by 358 (27%) children, representing 60% of NHB and 53% of Hispanic, but only 18% of NHW children. NHB children had higher HbA1c, more ED visits and hospitalizations, and were less likely to be treated with insulin pumps or CGM than NHW children (P < .001 for all). There were no racial disparities with regard to the number of appointments attended. CONCLUSIONS Racial disparities in technology use and diabetes outcomes persist in children with T1D, regardless of insurance status. To ensure equitable care, pediatric healthcare providers should remain cognizant of racial disparities in diabetes treatment. The impact of provider and patient factors should be explored when studying the etiology of these health disparities.
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Affiliation(s)
- Terri H Lipman
- Department of Family and Community Health, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.,Division of Endocrinology and Diabetes, The Children's Hospital of Philadelphia, Philadelphia, USA.,Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jennifer A Smith
- Division of Endocrinology and Diabetes, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Oona Patil
- Division of Endocrinology and Diabetes, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Steven M Willi
- Division of Endocrinology and Diabetes, The Children's Hospital of Philadelphia, Philadelphia, USA.,Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Colin P Hawkes
- Division of Endocrinology and Diabetes, The Children's Hospital of Philadelphia, Philadelphia, USA.,Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Addala A, Auzanneau M, Miller K, Maier W, Foster N, Kapellen T, Walker A, Rosenbauer J, Maahs DM, Holl RW. A Decade of Disparities in Diabetes Technology Use and HbA 1c in Pediatric Type 1 Diabetes: A Transatlantic Comparison. Diabetes Care 2021; 44:133-140. [PMID: 32938745 PMCID: PMC8162452 DOI: 10.2337/dc20-0257] [Citation(s) in RCA: 171] [Impact Index Per Article: 42.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 08/07/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE As diabetes technology use in youth increases worldwide, inequalities in access may exacerbate disparities in hemoglobin A1c (HbA1c). We hypothesized that an increasing gap in diabetes technology use by socioeconomic status (SES) would be associated with increased HbA1c disparities. RESEARCH DESIGN AND METHODS Participants aged <18 years with diabetes duration ≥1 year in the Type 1 Diabetes Exchange (T1DX, U.S., n = 16,457) and Diabetes Prospective Follow-up (DPV, Germany, n = 39,836) registries were categorized into lowest (Q1) to highest (Q5) SES quintiles. Multiple regression analyses compared the relationship of SES quintiles with diabetes technology use and HbA1c from 2010-2012 to 2016-2018. RESULTS HbA1c was higher in participants with lower SES (in 2010-2012 and 2016-2018, respectively: 8.0% and 7.8% in Q1 and 7.6% and 7.5% in Q5 for DPV; 9.0% and 9.3% in Q1 and 7.8% and 8.0% in Q5 for T1DX). For DPV, the association between SES and HbA1c did not change between the two time periods, whereas for T1DX, disparities in HbA1c by SES increased significantly (P < 0.001). After adjusting for technology use, results for DPV did not change, whereas the increase in T1DX was no longer significant. CONCLUSIONS Although causal conclusions cannot be drawn, diabetes technology use is lowest and HbA1c is highest in those of the lowest SES quintile in the T1DX, and this difference for HbA1c broadened in the past decade. Associations of SES with technology use and HbA1c were weaker in the DPV registry.
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Affiliation(s)
- Ananta Addala
- Division of Pediatric Endocrinology, Stanford University, Stanford, CA
| | - Marie Auzanneau
- University of Ulm, Institute of Epidemiology and Medical Biometry, ZIBMT, Ulm, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
| | | | - Werner Maier
- German Center for Diabetes Research (DZD), Neuherberg, Germany
- Helmholtz Zentrum München - German Research Center for Environmental Health, Institute of Health Economics and Health Care Management, Neuherberg, Germany
| | | | - Thomas Kapellen
- University of Leipzig, Department of Women and Child Health, Hospital for Children and Adolescents, Leipzig, Germany
| | - Ashby Walker
- Health Equity Initiatives, UF Diabetes Institute, University of Florida, Gainesville, FL
| | - Joachim Rosenbauer
- German Center for Diabetes Research (DZD), Neuherberg, Germany
- Leibniz Center for Diabetes Research at Heinrich Heine University, Institute for Biometrics and Epidemiology, German Diabetes Center, Düsseldorf, Germany
| | - David M Maahs
- Division of Pediatric Endocrinology, Stanford University, Stanford, CA
- Stanford Diabetes Research Center, Stanford, CA
| | - Reinhard W Holl
- University of Ulm, Institute of Epidemiology and Medical Biometry, ZIBMT, Ulm, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
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Lipman TH, Willi SM, Lai CW, Smith JA, Patil O, Hawkes CP. Insulin Pump Use in Children with Type 1 Diabetes: Over a Decade of Disparities. J Pediatr Nurs 2020; 55:110-115. [PMID: 32889433 DOI: 10.1016/j.pedn.2020.08.007] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 08/06/2020] [Accepted: 08/07/2020] [Indexed: 11/19/2022]
Abstract
PURPOSE Racial disparities have been shown in outcomes and treatment of children with type 1 diabetes (T1D). The purpose of this study was to examine temporal trends in insulin pump use among non-Hispanic white (NHW), non-Hispanic black (NHB) and Hispanic children attending a large urban diabetes center. . This study was a retrospective chart review of insulin pump usage by race (NHW/ NHB) in 2005, and race/ethnicity (NHW/NHB/Hispanic) in 2011-2019. Demographic data (age, sex, diabetes duration, SES) and most recent hemoglobin A1c were also abstracted in 2011-2019. RESULTS In 2005, NHW children were twice as likely to use an insulin pump as NHB children. From 2011 to 2019, the odds ratio increased to 2.5 for NHW compared to NHB children. The odds of Hispanic children using insulin pumps were also higher than NHB. Insurance status (government versus private), a surrogate for SES, had very little influence on these trends, with NHW children consistently more likely than NHB children to be treated with insulin pumps in 2011, 2013, 2017, 2019 (p < 0.001). CONCLUSIONS We have demonstrated that racial disparities in insulin pump use have persisted over the past 15 years, and are not determined by SES. This inequity in diabetes treatment may be playing a role in the poorer glycemic control and higher rates of diabetes complications in NHB children. PRACTICE IMPLICATIONS Healthcare providers should be cognizant of racial and ethnic disparities in the treatment of children with T1D. Standardized treatment protocols may reduce unconscious bias in prescribing.
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Affiliation(s)
- Terri H Lipman
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, PA, USA; University of Pennsylvania School of Nursing, PA, USA; Perelman School of Medicine, University of Pennsylvania, PA, USA.
| | - Steven M Willi
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, PA, USA; Perelman School of Medicine, University of Pennsylvania, PA, USA
| | - C W Lai
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, PA, USA
| | - Jennifer A Smith
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, PA, USA
| | - Oona Patil
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, PA, USA
| | - Colin P Hawkes
- Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, PA, USA; Perelman School of Medicine, University of Pennsylvania, PA, USA
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Valenzuela JM, Records SE, Mueller KA, Martin MT, Wolf RM. Racial Ethnic Disparities in Youth With Type 1 Diabetes Participating in Diabetes Summer Camps. Diabetes Care 2020; 43:903-905. [PMID: 31974104 DOI: 10.2337/dc19-1502] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Accepted: 12/31/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Diabetes camps are beneficial for campers and include benefits such as increases in diabetes knowledge, glycemic control, and psychological functioning. Racial/ethnic minority youth are likely to have poorer disease management and glycemic control. We hypothesized that minority youth with type 1 diabetes have reduced participation in diabetes summer camps. RESEARCH DESIGN AND METHODS We analyzed deidentified data from 5,256 campers with type 1 diabetes who participated in a network of 48 American Diabetes Association-affiliated summer camps in 2018, and we compared participation rates by racial/ethnic category to the most recent SEARCH for Diabetes in Youth study prevalence rates. RESULTS Camper demographics were significantly different than in the general population of children with type 1 diabetes (P < 0.001). Minority youth were more likely to attend day camp, be first-time campers, and request financial aid, and they were less likely to be on insulin pump therapy or use continuous glucose monitors. CONCLUSIONS Racial/ethnic minority youth with diabetes are underrepresented in diabetes camps nationwide.
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26
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Flokas ME, Zeymo A, Mete M, Anhalt H, Rother KI, Gourgari E. Overweight and obese children with optimal control in the T1D Exchange Registry: How are they different from lean children with optimal control? J Diabetes Complications 2020; 34:107513. [PMID: 32007420 PMCID: PMC7524582 DOI: 10.1016/j.jdiacomp.2019.107513] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2019] [Accepted: 12/17/2019] [Indexed: 01/08/2023]
Abstract
AIMS Increased adiposity is a risk factor for suboptimal diabetes control and cardiovascular disease (CVD) complications. Our goal was to identify modifiable behavioral characteristics of overweight and obese pediatric patients with type 1 diabetes mellitus (T1DM) who achieve optimal glycemic control and to evaluate their CVD risk compared to lean patients. Our hypothesis was that optimally controlled obese and overweight participants require more total daily insulin and are at higher CVD risk compared to optimally controlled lean participants. METHODS We analyzed a cohort of 9263 participants with T1DM aged <21 years in the T1D Exchange Registry. Optimal diabetes control was defined as HbA1c ≤ 7.5% (58 mmol/mol). We compared factors that influence glycemic control in lean, overweight and obese participants with optimal vs. suboptimal control, using logistic regression. RESULTS Age, race, overweight status, continuous subcutaneous insulin infusion (CSII) and continuous glucose monitoring (CGM) use were important variables influencing glycemic control. In the optimally controlled cohort, 27% of participants were overweight or obese versus 30% in the suboptimally controlled cohort (P < 0.001). Overweight and obese participants with optimal control were not significantly different from lean participants in terms of CSII use, total daily insulin dosage per kg of bodyweight, glucose checks per day, boluses with bedtime snack, use of CGM, but had higher LDL cholesterol and triglycerides, and lower HDL cholesterol (P < 0.05). CONCLUSIONS There were no differences in modifiable behavioral characteristics between the obese, overweight and lean optimally controlled participants. However, predictors of cardiovascular disease were higher in the overweight and obese group.
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Affiliation(s)
- Myrto Eleni Flokas
- New York Presbyterian Brooklyn Methodist Hospital, Brooklyn, NY, United States of America
| | - Alexander Zeymo
- Department of Biostatistics and Bioinformatics, Medstar Health Research Institute, Hyattsville, MD, United States of America
| | - Mihriye Mete
- Department of Biostatistics and Bioinformatics, Medstar Health Research Institute, Hyattsville, MD, United States of America
| | - Henry Anhalt
- Medical Affairs, Science 37, Playa Vista, CA, United States of America
| | - Kristina I Rother
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health (NIH), Bethesda, MD, United States of America
| | - Evgenia Gourgari
- Department of Pediatrics, Georgetown University, Washington, DC, United States of America; National Institute of Child Health and Human Development, NIH, Bethesda, MD, United States of America.
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Abstract
PURPOSE OF REVIEW To review the current state of diabetes technology adoption and describe impact on outcomes in the context of age, gender, and ethnicity. We will discuss barriers and propose solutions that may help facilitate the adoption. RECENT FINDINGS We are witnessing rapid evolution and increase in adoption of diabetes technology in all its forms, including insulin delivery and glucose monitoring devices, mobile medical applications, and telemedicine. This technology has a great potential to improve diabetes-related outcomes, including acute and chronic complications as well as quality of life for people living with diabetes. However, currently available outcome data are showing modest efficacy and evidence for disparities when it comes to age, gender, and ethnicity. Despite multiple barriers, the adoption of technology is steadily increasing. It is clear that disparities exist in terms of access to and use of technology, but they may be at least in part driven by unmet needs of end users and as such are not unsurmountable. While more research is needed to identify the specific causes for the disparities, future development of diabetes technology that is based on adaptation of behavioral theories has a potential to address the gaps. The disparities can be lessened by understanding the needs of end users and with improvement in personalization of technology, allowing the right device to be used by the right patient. Targeted interventions to increase awareness and education and help navigate the processes involved in currently available technology may help diminish the gaps in health equity.
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Affiliation(s)
- Leslie Eiland
- Department of Internal medicine, Division of Diabetes, Endocrinology & Metabolism, University of Nebraska Medical Center, 984120 Nebraska Medical Center, Omaha, NE, 68198-4120, USA
| | - Thiyagarajan Thangavelu
- Department of Internal medicine, Division of Diabetes, Endocrinology & Metabolism, University of Nebraska Medical Center, 984120 Nebraska Medical Center, Omaha, NE, 68198-4120, USA
| | - Andjela Drincic
- Department of Internal medicine, Division of Diabetes, Endocrinology & Metabolism, University of Nebraska Medical Center, 984120 Nebraska Medical Center, Omaha, NE, 68198-4120, USA.
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28
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O'Connor MR, Carlin K, Coker T, Zierler B, Pihoker C. Disparities in Insulin Pump Therapy Persist in Youth With Type 1 Diabetes Despite Rising Overall Pump Use Rates. J Pediatr Nurs 2019; 44:16-21. [PMID: 30581163 PMCID: PMC10602396 DOI: 10.1016/j.pedn.2018.10.005] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 10/05/2018] [Accepted: 10/10/2018] [Indexed: 11/20/2022]
Abstract
PURPOSE This study sought to determine if disparities in insulin pump therapy among youth with type 1 diabetes (T1DM) persist despite recent increases in overall pump use rates. DESIGN AND METHODS All patients aged 6 months-17 years, diagnosed with T1DM, and completed 4+ outpatient diabetes visits at an academically-affiliated pediatric health care center from 2011 to 2016 were identified (n = 2131). Data were collected from existing electronic medical records and a multivariable logistic regression model was used to identify factors associated with insulin pump therapy. RESULTS Findings revealed one novel factor (patients/families whose primary language is Spanish [OR 0.47, p = 0.038] or other non-English languages [OR 0.47, p = 0.028]) and confirmed several previously known factors associated with lower insulin pump use: patients who were older (10-14 years OR 0.38, p < 0.0001; 15+ years OR 0.15, p < 0.0001), male (OR 0.80, p = 0.021), non-Hispanic black (OR 0.59, p = 0.009), American Indian/Alaska Native (OR 0.19, p = 0.023), had either government (OR 0.42, p < 0.0001) or no insurance (OR 0.52, p = 0.004) and poor glycemic control (at least one HbA1c ≥ 8.5%; OR 0.54, p < 0.0001). CONCLUSION Significant disparities in insulin pump use in youth with T1DM persist despite known benefits associated with pump therapy and underlying causes remain unclear. PRACTICE IMPLICATIONS Health care providers should explore barriers to insulin pump therapy, including limited English language proficiency.
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Affiliation(s)
| | | | - Tumaini Coker
- School of Medicine, University of Washington, Seattle, USA
| | - Brenda Zierler
- School of Nursing, University of Washington, Seattle, USA
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Pihoker C, Forsander G, Fantahun B, Virmani A, Corathers S, Benitez-Aguirre P, Fu J, Maahs DM. ISPAD Clinical Practice Consensus Guidelines 2018: The delivery of ambulatory diabetes care to children and adolescents with diabetes. Pediatr Diabetes 2018; 19 Suppl 27:84-104. [PMID: 30144259 DOI: 10.1111/pedi.12757] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 07/10/2018] [Indexed: 12/14/2022] Open
Affiliation(s)
- Catherine Pihoker
- Department of Pediatrics, University of Washington, Seattle, Washington
| | - Gun Forsander
- Division of Diabetes, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg and The Queen Silvia Children's Hospital, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Bereket Fantahun
- Department of Pediatrics and Child Health at Saint Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
| | - Anju Virmani
- Department of Pediatrics, Max, Pentamed and SL Jain Hospitals, Delhi, India
| | - Sarah Corathers
- Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio
| | - Paul Benitez-Aguirre
- Sydney Medical School, Discipline of Child & Adolescent Health, The Children's Hospital at Westmead Clinical School Children's Hospital, Westmead, New South Wales, Australia
| | - Junfen Fu
- Children's Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - David M Maahs
- Department of Pediatrics, Stanford University, Stanford, California
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30
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Harris VC, Links AR, Walsh J, Schoo DP, Lee AH, Tunkel DE, Boss EF. A Systematic Review of Race/Ethnicity and Parental Treatment Decision-Making. Clin Pediatr (Phila) 2018; 57:1453-1464. [PMID: 30014706 PMCID: PMC6460468 DOI: 10.1177/0009922818788307] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Patient race/ethnicity affects health care utilization, provider trust, and treatment choice. It is uncertain how these influences affect pediatric care. We performed a systematic review (PubMed, Scopus, Web of Science, PsycINFO, Cochrane, and Embase) for articles examining race/ethnicity and parental treatment decision-making, adhering to PRISMA methodology. A total of 9200 studies were identified, and 17 met inclusion criteria. Studies focused on treatment decisions concerning end-of-life care, human papillomavirus vaccination, urological surgery, medication regimens, and dental care. Findings were not uniform between studies; however, pooled results showed (1) racial/ethnic minorities tended to prefer more aggressive end-of-life care; (2) familial tradition of neonatal circumcision influenced the decision to circumcise; and (3) non-Hispanic Whites were less likely to pursue human papillomavirus vaccination but more likely to complete the vaccine series if initiated. The paucity of studies precluded overarching findings regarding the influence of race/ethnicity on parental treatment decisions. Further investigation may improve family-centered communication, parent engagement, and shared decision-making.
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Affiliation(s)
- Vandra C. Harris
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Anne R. Links
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Jonathan Walsh
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Desi P. Schoo
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Andrew H. Lee
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - David E. Tunkel
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Emily F. Boss
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland,Department of Health Policy and Management, Johns Hopkins Medical Institutions, Baltimore, Maryland
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Rose M, Aronow L, Breen S, Tully C, Hilliard ME, Butler AM, Streisand R. Considering Culture: A Review of Pediatric Behavioral Intervention Research in Type 1 Diabetes. Curr Diab Rep 2018; 18:16. [PMID: 29473103 DOI: 10.1007/s11892-018-0987-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
PURPOSE OF REVIEW Type 1 diabetes (T1D) incidence in youth is growing across all racial/ethnic backgrounds, with the most marked increase in African-American youth under 5. Underrepresented racial/ethnic minorities are at an increased risk for health complications. This review focuses on the reported disparities, demographics of samples in behavioral interventions, and study design considerations. RECENT FINDINGS Recruitment data from two ongoing behavioral intervention trials for young children with T1D are presented to compare enrolled/non-enrolled individuals and to discuss culturally appropriate study design considerations. Data were compared to the demographics of children (ages 1-6) with T1D in the clinic populations from the recruitment sites. Enrolling a representative sample and designing culturally appropriate behavioral interventions are important for generalizability, yet there is a gap between the individuals participating in T1D research and those who are most negatively affected by T1D. Suggestions are offered for ways to expand inclusion of diverse samples in behavioral intervention research in T1D.
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Affiliation(s)
- Meredith Rose
- Children's National Medical Center, 111 MI Ave NW, Washington, DC, 20010, USA
| | - Laura Aronow
- Children's National Medical Center, 111 MI Ave NW, Washington, DC, 20010, USA
| | - Sarah Breen
- Children's National Medical Center, 111 MI Ave NW, Washington, DC, 20010, USA
| | - Carrie Tully
- Children's National Medical Center, 111 MI Ave NW, Washington, DC, 20010, USA
- The George Washington University School of Medicine, 2300 I St NW, Washington, DC, 20052, USA
| | - Marisa E Hilliard
- Baylor College of Medicine and Texas Children's Hospital, 1102 Bates Avenue, Suite 940, Houston, TX, 77030, USA
| | - Ashley M Butler
- Baylor College of Medicine and Texas Children's Hospital, 1102 Bates Avenue, Suite 940, Houston, TX, 77030, USA
| | - Randi Streisand
- Children's National Medical Center, 111 MI Ave NW, Washington, DC, 20010, USA.
- The George Washington University School of Medicine, 2300 I St NW, Washington, DC, 20052, USA.
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32
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Sheikh K, Bartz SK, Lyons SK, DeSalvo DJ. Diabetes Device Use and Glycemic Control among Youth with Type 1 Diabetes: A Single-Center, Cross-Sectional Study. J Diabetes Res 2018; 2018:5162162. [PMID: 30151393 PMCID: PMC6087575 DOI: 10.1155/2018/5162162] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Accepted: 06/11/2018] [Indexed: 01/06/2023] Open
Abstract
AIM The purpose of this cross-sectional study was to determine the rates of diabetes device use (insulin pump and continuous glucose monitor (CGM)) and association with glycemic control in youth with type 1 diabetes in a large, diverse pediatric center. METHODS Demographic and clinical data were obtained from 1992 patients who met the eligibility criteria (age < 26 years, diabetes duration ≥ 1 year, and ≥1 clinic visit in the preceding 12 months). Statistical analyses assessed the likelihood of device use based on demographic characteristics and the association between device use and glycemic control based on most recent hemoglobin A1c (HbA1c). RESULTS Mean age was 13.8 ± 4.2 years, 50.7% were female, diabetes duration was 6.2 ± 4 years, and mean HbA1c was 8.7 ± 1.8%. Overall, 38.2% of patients were on pump therapy and 18.5% were on CGM. Patients who were non-Hispanic (NH) white, privately insured, and with primary English-speaking parent(s) had higher rates of insulin pump use, as well as CGM use (P < 0.001 for both). Female patients had higher rates of pump use only (P < 0.01). Private health insurance, NH white race/ethnicity, and CGM use were each associated with lower HbA1c (P = 0.03, <0.001, and <0.008, resp.). CONCLUSION At a large, diverse, pediatric diabetes center, disparities in diabetes device use were present across sex, race/ethnicity, health insurance coverage, and primary language of parent(s). CGM use was associated with lower HbA1c. Quality improvement efforts are underway to ensure improved access, education, and clinical programs for advanced diabetes devices for T1D patients.
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Affiliation(s)
| | - Sara K. Bartz
- Baylor College of Medicine/Texas Children's Hospital, Houston, TX, USA
| | - Sarah K. Lyons
- Baylor College of Medicine/Texas Children's Hospital, Houston, TX, USA
| | - Daniel J. DeSalvo
- Baylor College of Medicine/Texas Children's Hospital, Houston, TX, USA
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33
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Lado JJ, Lipman TH. Racial and Ethnic Disparities in the Incidence, Treatment, and Outcomes of Youth with Type 1 Diabetes. Endocrinol Metab Clin North Am 2016; 45:453-61. [PMID: 27241975 DOI: 10.1016/j.ecl.2016.01.002] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Type 1 diabetes mellitus (T1DM) is the third most common chronic childhood disease in the United States. As more Hispanic and non-Hispanic black children are diagnosed with T1DM, racial and ethnic disparities in the treatment and outcomes of T1DM are increasing. This article reviews the increasing incidence and prevalence of T1DM in non-Hispanic white, non-Hispanic black, and Hispanic children. In addition, the racial and ethnic disparities in diabetes treatment, such as blood glucose monitoring, insulin therapy, and continuous glucose monitoring, and outcomes, including glycemic control, diabetic ketoacidosis, severe hypoglycemia, retinopathy, nephropathy, neuropathy, and diabetes-related mortality, are highlighted.
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Affiliation(s)
- Juan J Lado
- Division of Endocrinology and Diabetes, The Children's Hospital of Philadelphia, 34th and Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - Terri H Lipman
- Division of Endocrinology and Diabetes, The Children's Hospital of Philadelphia, 34th and Civic Center Boulevard, Philadelphia, PA 19104, USA.
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34
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Gruhn MA, Lord JH, Jaser SS. Collaborative and Overinvolved Parenting Differentially Predict Outcomes in Adolescents With Type 1 Diabetes. Health Psychol 2016; 35:2016-13811-001. [PMID: 26998735 PMCID: PMC5031507 DOI: 10.1037/hea0000349] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVE The current study examined the impact of collaborative and intrusive parenting on depression and glycemic control in children with Type 1 diabetes (T1D). Research examining the association between parenting and child adjustment in this population has been limited by a reliance primarily on questionnaire data and cross-sectional analyses. To address these gaps, the current study used an observational coding system to measure the effects of parenting on child adjustment over a 1-year period. METHOD Youth (10 to 16 years old) with T1D and their mothers (N = 81) were recruited from an outpatient pediatrics diabetes clinic. Mothers' symptoms of anxiety and depression and children's depressive symptoms were assessed by self- reports; parenting behaviors were assessed via video-recorded observations coded using the Iowa Family Interaction Rating Scales; and adolescents' glycosylated hemoglobin (HbA1c) was obtained from medical records. RESULTS Bivariate correlations and linear regression analyses revealed that higher levels of observed collaborative parenting were related to significantly lower HbA1c 12 months later, and higher levels of observed overinvolved parenting were related to significantly greater child depressive symptoms 12 months later. Further, age and treatment type moderated the relation between overinvolved parenting and child depressive symptoms. CONCLUSIONS Collaborative and overinvolved parenting appears important for adolescents in predicting both psychological and health-related outcomes over time. Parenting behaviors may serve as an important target for future interventions to enhance adjustment in these children. (PsycINFO Database Record
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35
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Willi SM, Miller KM, DiMeglio LA, Klingensmith GJ, Simmons JH, Tamborlane WV, Nadeau KJ, Kittelsrud JM, Huckfeldt P, Beck RW, Lipman TH. Racial-ethnic disparities in management and outcomes among children with type 1 diabetes. Pediatrics 2015; 135:424-34. [PMID: 25687140 PMCID: PMC4533245 DOI: 10.1542/peds.2014-1774] [Citation(s) in RCA: 278] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Previous research has documented racial/ethnic disparities in diabetes treatments and outcomes. It remains controversial whether these disparities result from differences in socioeconomic status (SES) or other factors. We examined racial/ethnic disparities in therapeutic modalities and diabetes outcomes among the large number of pediatric participants in the T1D Exchange Clinic Registry. METHODS The cohort included 10 704 participants aged <18 years with type 1 diabetes for ≥1 year (48% female; mean age: 11.9 ± 3.6 years; diabetes duration: 5.2 ± 3.5 years). Diabetes management and clinical outcomes were compared among 8841 non-Hispanic white (white) (83%), 697 non-Hispanic black (black) (7%), and 1166 Hispanic (11%) participants. The population included 214 high-income black and Hispanic families. RESULTS Insulin pump use was higher in white participants than in black or Hispanic participants (61% vs 26% and 39%, respectively) after adjusting for gender, age, diabetes duration, and SES (P < .001). Mean hemoglobin A1c was higher (adjusted P < .001) in black participants than in white or Hispanic participants (9.6%, 8.4%, and 8.7%). More black participants experienced diabetic ketoacidosis and severe hypoglycemic events in the previous year than white or Hispanic participants (both, P < .001). There were no significant differences in hemoglobin A1c, diabetic ketoacidosis, or severe hypoglycemia between white and Hispanic participants after adjustment for SES. CONCLUSIONS Even after SES adjustment, marked disparities in insulin treatment method and treatment outcomes existed between black versus Hispanic and white children within this large pediatric cohort. Barriers to insulin pump use and optimal glycemic control beyond SES should be explored in all ethnic groups.
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Affiliation(s)
- Steven M. Willi
- Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | | | | | | | | | | | - Kristen J. Nadeau
- University of Colorado Denver and Children’s Hospital Colorado, Denver, Colorado
| | - Julie M. Kittelsrud
- Avera McKennan Hospital and University Health Center, Sioux Falls, South Dakota; and
| | | | - Roy W. Beck
- Jaeb Center for Health Research, Tampa, Florida
| | - Terri H. Lipman
- Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
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Lord JH, Young MT, Gruhn MA, Grey M, Delamater AM, Jaser SS. Effect of race and marital status on mothers' observed parenting and adolescent adjustment in youth with type 1 diabetes. J Pediatr Psychol 2014; 40:132-43. [PMID: 25248850 DOI: 10.1093/jpepsy/jsu078] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVE To examine demographic differences in parenting behaviors and adjustment in youth with type 1 diabetes. METHODS Adolescents' psychosocial adjustment was assessed via self-reports and parent reports, and clinical data were obtained from adolescents' medical records. Mother-adolescent dyads (N = 93) engaged in a videotaped discussion task, which was coded for observed parenting behaviors. RESULTS Single and non-White mothers exhibited significantly more overinvolved and less collaborative parenting behaviors. Higher levels of overinvolved parenting and lower levels of collaborative parenting were associated with poorer adolescent adjustment (i.e., higher levels of externalizing problems). Observed parenting was not significantly associated with glycemic control. There was an indirect effect of marital status and race/ethnicity on externalizing behaviors through parenting. CONCLUSIONS The current study highlights parenting as a potential target for interventions, especially in single and minority mothers, to improve adjustment in this population.
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Affiliation(s)
- Jadienne H Lord
- Department of Pediatrics, Vanderbilt University, School of Nursing, Yale University, and Department of Pediatrics, University of Miami
| | - Mackenzie T Young
- Department of Pediatrics, Vanderbilt University, School of Nursing, Yale University, and Department of Pediatrics, University of Miami
| | - Meredith A Gruhn
- Department of Pediatrics, Vanderbilt University, School of Nursing, Yale University, and Department of Pediatrics, University of Miami
| | - Margaret Grey
- Department of Pediatrics, Vanderbilt University, School of Nursing, Yale University, and Department of Pediatrics, University of Miami
| | - Alan M Delamater
- Department of Pediatrics, Vanderbilt University, School of Nursing, Yale University, and Department of Pediatrics, University of Miami
| | - Sarah S Jaser
- Department of Pediatrics, Vanderbilt University, School of Nursing, Yale University, and Department of Pediatrics, University of Miami
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Pihoker C, Forsander G, Fantahun B, Virmani A, Luo X, Hallman M, Wolfsdorf J, Maahs DM. ISPAD Clinical Practice Consensus Guidelines 2014. The delivery of ambulatory diabetes care to children and adolescents with diabetes. Pediatr Diabetes 2014; 15 Suppl 20:86-101. [PMID: 25182310 DOI: 10.1111/pedi.12181] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2014] [Accepted: 06/13/2014] [Indexed: 01/01/2023] Open
Affiliation(s)
- Catherine Pihoker
- Department of Pediatrics, University of Washington, Seattle, WA, USA
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Laws MB, Lee Y, Rogers WH, Beach MC, Saha S, Korthuis PT, Sharp V, Cohn J, Moore R, Wilson IB. Provider-patient communication about adherence to anti-retroviral regimens differs by patient race and ethnicity. AIDS Behav 2014; 18:1279-87. [PMID: 24464408 PMCID: PMC4047172 DOI: 10.1007/s10461-014-0697-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Disparities in HIV care and outcomes negatively affect Black and Hispanic patients. Features of clinical communication may be a factor. This study is based on coding transcripts of 404 routine outpatient visits by people with HIV at four sites, using a validated system. In models adjusting for site and patient characteristics, with provider as a random effect, providers were more "verbally dominant" with Black patients than with others. There was more discussion about ARV adherence with both Black and Hispanic patients, but no more discussion about strategies to improve adherence. Providers made more directive utterances discussing ARV treatment with Hispanic patients. Possible interpretations of these findings are that providers are less confident in Black and Hispanic patients to be adherent; that they place too much confidence in their White, non-Hispanic patients; or that patients differentially want such discussion. The lack of specific problem solving and high provider directiveness suggests areas for improvement.
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Affiliation(s)
- M Barton Laws
- Department of Health Services, Policy and Practice, Brown University, G-S121-7, Providence, RI, 02912, USA,
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Lipman TH, Levitt Katz LE, Ratcliffe SJ, Murphy KM, Aguilar A, Rezvani I, Howe CJ, Fadia S, Suarez E. Increasing incidence of type 1 diabetes in youth: twenty years of the Philadelphia Pediatric Diabetes Registry. Diabetes Care 2013; 36:1597-603. [PMID: 23340888 PMCID: PMC3661835 DOI: 10.2337/dc12-0767] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The purpose of this study was to describe the incidence of type 1 diabetes in children in Philadelphia from 2000-2004, compare the epidemiology to the previous three cohorts in the Philadelphia Pediatric Diabetes Registry, and, for the first time, describe the incidence of type 2 diabetes. RESEARCH DESIGN AND METHODS Diabetes cases were obtained through a retrospective population-based registry. Hospital inpatient and outpatient records were reviewed for cases of type 1 and type 2 diabetes diagnosed from 1 January 2000 to 31 December 2004. The secondary source of validation was the School District of Philadelphia. Time series analysis was used to evaluate the changing pattern of incidence over the 20-year period. RESULTS The overall age-adjusted incidence rate in 2000-2004 of 17.0 per 100,000 per year was significantly higher than that of previous cohorts, with an average yearly increase of 1.5% and an average 5-year cohort increase of 7.8% (P = 0.025). The incidence in white children (19.2 per 100,000 per year) was 48% higher than in the previous cohort. Children aged 0-4 years had a 70% higher incidence (12.2 per 100,000 per year) than the original cohort; this increase was most marked in young black children. The overall age-adjusted incidence of type 2 diabetes was 5.8 per 100,000 per year and was significantly higher in black children. CONCLUSIONS The incidence of type 1 diabetes is rising among children in Philadelphia. The incidence rate has increased by 29% since the 1985-1989 cohort. The most marked increases were among white children ages 10-14 years and black children ages 0-4 years. The incidence of type 1 diabetes is 18 times higher than that of type 2 in white children but only 1.6 times higher in black children.
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Affiliation(s)
- Terri H Lipman
- University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.
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Yi-Frazier JP, Hood K, Case D, Waitzfelder B, Anderson A, Bloch CA, Naughton M, Seid M, Imperatore G, Loots B, Bell R, Lawrence JM. Caregiver reports of provider recommended frequency of blood glucose monitoring and actual testing frequency for youth with type 1 diabetes. Diabetes Res Clin Pract 2012; 95:68-75. [PMID: 21940061 PMCID: PMC4519093 DOI: 10.1016/j.diabres.2011.08.026] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2011] [Revised: 08/19/2011] [Accepted: 08/24/2011] [Indexed: 11/23/2022]
Abstract
AIMS To identify demographic, family and clinical characteristics associated with provider recommended frequency of blood glucose monitoring (BGM), actual frequency of BGM, and concordance between these categories in youth with type 1 diabetes (T1D) as reported by child's caregiver. METHODS Caregivers of 390 children 10-17 years were interviewed about their children's providers' recommendations for frequency of BGM and their child's frequency of performance of BGM. RESULTS The majority (92%) of caregivers reported being told that their child should BGM ≥4 times per day and 78% reported their child checked that frequently. Caregivers of children who were younger, non-Hispanic White, from two-parent households, higher income households, and on insulin pumps were more likely to report being told by their provider to perform BGM ≥6 times per day and more likely to report that their child performed BGM ≥6 times per day. Younger children and those with private health insurance were more likely to adhere to reported recommendations. Children whose caregivers reported that their child met/exceeded their provider recommendations had lower A1c values than those who did not. CONCLUSIONS These findings may help clinicians identify subgroups of youth at-risk for poor diabetes management and provide further education in order to improve outcomes.
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Affiliation(s)
- Joyce P Yi-Frazier
- University of Washington School of Medicine, Department of Pediatrics, Seattle, WA 98105, USA.
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