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Xu L, Ran J, Shao H, Chen M, Tang H, Li Y, Xu Y, Huang Y, Tao F, Liu Z, Zhong VW. Incidence and Risk Factors of Diagnosed Young-Adult-Onset Type 2 Diabetes in the U.S.: The National Health Interview Survey 2016-2022. Diabetes Care 2025; 48:371-380. [PMID: 39752552 DOI: 10.2337/dc24-1699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 11/13/2024] [Indexed: 02/22/2025]
Abstract
OBJECTIVE To estimate the incidence and identify risk factors for diagnosed type 2 diabetes (T2D) among young U.S. adults. RESEARCH DESIGN AND METHODS We analyzed 142,884 adults aged 18-79 years with self-reported diabetes type from the cross-sectional National Health Interview Survey in 2016-2022, representing the noninstitutionalized U.S. civilian population. Incidence of diagnosed T2D was calculated for three age groups: young-adult onset (18-44 years), middle-age onset (45-64 years), and older-adult onset (65-79 years); the latter two groups were included to highlight the distinct risk factor profile of young-adult-onset T2D. Multivariable logistic regressions were used to identify risk factors for young-adult-onset T2D. RESULTS The estimated incidence of diagnosed young-adult-onset T2D was 3.0 per 1,000 adults (95% CI 2.6-3.5). Minority groups, socioeconomically disadvantaged individuals, and people with cardiometabolic diseases or psychological conditions had a higher incidence of diagnosed young-adult-onset T2D compared with their counterparts. Lipid-lowering medication use (adjusted odds ratio [aOR] 13.15, 95% CI 8.85-19.55), antihypertensive medication use (aOR 11.89, 95% CI 7.97-17.73), and obesity (BMI ≥30 vs. <25 kg/m2, aOR 10.89, 95% CI 6.69-17.7) were the strongest risk factors for young-adult-onset T2D; these risk factors, along with hypertension, hyperlipidemia, and coronary heart disease, were more strongly associated with young-adult-onset T2D compared with later-onset T2D, with up to 4.5 times higher aORs. CONCLUSIONS This study quantified the incidence of diagnosed young-adult-onset T2D in U.S. adults and identified its distinct risk factor profile. Targeted prevention strategies for young-adult-onset T2D are needed for minority and socioeconomically disadvantaged people and those with cardiometabolic diseases.
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Affiliation(s)
- Lan Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jinjun Ran
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hui Shao
- Emory Global Diabetes Research Center, Emory University, Atlanta, GA
- Hubert Department of Global Health, Rollin School of Public Health, Emory University, Atlanta, GA
| | - Meng Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hao Tang
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yongxuan Li
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yaqing Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yue Huang
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Feng Tao
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Zhenxiu Liu
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Victor W Zhong
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Stover-Kempers SM, Torres KA, Barry-Menkhaus SA, Jenisch C, Spiro K, Harris MA, Wagner DV. Health Equity Intervention for Youth with Type 1 Diabetes and High Social Risk. CHILDREN (BASEL, SWITZERLAND) 2025; 12:200. [PMID: 40003302 PMCID: PMC11854909 DOI: 10.3390/children12020200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2024] [Revised: 01/27/2025] [Accepted: 01/30/2025] [Indexed: 02/27/2025]
Abstract
BACKGROUND/OBJECTIVES Youth with type 1 diabetes (T1D) who experience avoidable complications often have dangerously high and consistently elevated HbA1c values. Novel Interventions in Children's Healthcare (NICH), a program designed to effectively intervene with this population, has demonstrated success with reducing avoidable complications and improving HbA1c in these youth. However, prior examinations of program outcomes have not included a comparison group. This is the first study to compare electronic health record (EHR) outcomes (i.e., HbA1c values, hospital utilization) of NICH youth to a comparison group. METHODS Youth with T1D and avoidable complications were referred to NICH (n = 101; NICH = 40; comparison = 61) from the Pacific Northwest region of the United States. Retrospective EHR review included one year prior to and two years post NICH referral. Outcomes included hospitalization utilization and HbA1c values. There were no significant demographic differences between NICH and unserved youth (M age = 14.05 years; 50% female). RESULTS Within-group analyses revealed that NICH youth demonstrated a significant reduction in mean (M) admissions from one year prior to two years post-referral (M = 1.55 to M = 0.99; p = 0.011) as well as reduced HbA1c values from pre-referral to one year post-referral (M = 11.64%; 287 mg/dL; 15.9 mmol/L to M = 10.87; 265 mg/dL; 14.7 mmol/L; (p = 0.006)). Between-group analyses revealed NICH youth had lower proportions of individuals with an HbA1c over 10% (240 mg/dL; 13.3 mmol/L) (p = 0.03) compared to comparison group youth at one year post-referral. ANOVA analyses showed a significant reduction in admissions in linear interaction F (1,95) = 4.036, (p = 0.047), indicating that NICH youth demonstrated a significantly greater reduction in admissions over time compared to comparison youth. CONCLUSIONS This study was the first to compare the health outcomes of NICH youth to a comparison group. NICH youth demonstrated significant reductions in admissions and HbA1c values over time.
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Affiliation(s)
| | | | | | | | | | | | - David V. Wagner
- Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239, USA; (S.M.S.-K.); (K.A.T.); (S.A.B.-M.); (C.J.); (K.S.); (M.A.H.)
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Chiang YT, Yu HY, Tsay PK, Chen CW, Chang CW, Hsu CL, Lo FS, Moons P. Effectiveness of the User-Centered "Healthcare CEO" App for Patients With Type 1 Diabetes Transitioning From Adolescence to Early Adulthood: Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2025; 14:e59871. [PMID: 39805107 PMCID: PMC11773287 DOI: 10.2196/59871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Revised: 11/06/2024] [Accepted: 11/25/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Young patients aged 16 to 25 years with type 1 diabetes (T1D) often encounter challenges related to deteriorating disease control and accelerated complications. Mobile apps have shown promise in enhancing self-care among youth with diabetes. However, inconsistent findings suggest that further evidence is necessary to confirm the effectiveness of app-based interventions. OBJECTIVE This study aims to evaluate the effectiveness of the Healthcare CEO app in patients with T1D transitioning from adolescence to early adulthood. METHODS A 2 arms, double-blind, randomized controlled trial will be conducted over a 9-month period, with strategies designed to enhance treatment fidelity. The study expects to enroll 96 patients with T1D, aged 16 to 25 years. Participants will be randomly assigned to either the experimental or control group through central randomization. The intervention will be implemented using the Healthcare CEO app, which consists of 11 interfaces. The research will compare differences in disease control outcomes, confidence in self-management, self-care behaviors, emotional distress, quality of life, and specific diabetes-related knowledge between the 2 groups at baseline and 3, 6, and 9 months after intervention. Additionally, changes within the experimental group will be analyzed before and after the intervention. RESULTS The study was funded in August 2020. It was originally scheduled from August 2020 to July 2022 but was interrupted by the COVID-19 pandemic after enrolling 38 participants, with preliminary results anticipated for publication by November 2024. Recruitment resumed in August 2023, with findings expected to be finalized by July 2025. CONCLUSIONS The Healthcare CEO app is a comprehensive solution tailored specifically for individuals with T1D transitioning from adolescence to early adulthood. This innovative app has the potential to improve the quality of care for adolescents with T1D during this critical stage and may serve as valuable evidence in support of app-based intervention strategies. TRIAL REGISTRATION ClinicalTrials.gov NCT05022875; https://www.clinicaltrials.gov/study/NCT05022875. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/59871.
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Affiliation(s)
- Yueh-Tao Chiang
- School of Nursing, College of Medicine, Chang-Gung University, Taoyuan, Taiwan
- Division of Pediatric Endocrinology & Genetics, Department of Pediatrics, Chang-Gung Memorial Hospital, Taoyuan, Taiwan
| | - Hsing-Yi Yu
- School of Nursing, College of Medicine, Chang-Gung University, Taoyuan, Taiwan
- Department of Nursing, New Taipei Municipal Tu-Cheng Hospital, New Taipei, Taiwan
| | - Pei-Kwei Tsay
- Department of Public Health and Center of Biostatistics, College of Medicine, Chang-Gung University, Taoyuan, Taiwan
| | - Chi-Wen Chen
- College of Nursing, National Yang Ming Chiao Tung University, Taipei,, Taiwan
| | - Chi-Wen Chang
- School of Nursing, College of Medicine, Chang-Gung University, Taoyuan, Taiwan
- Division of Pediatric Endocrinology & Genetics, Department of Pediatrics, Chang-Gung Memorial Hospital, Taoyuan, Taiwan
| | - Chien-Lung Hsu
- Department of Information Management, Chang-Gung University, Taoyuan, Taiwan
- Graduate Institute of Management, Chang Gung University, Taoyuan, Taiwan
- Master of Science Degree Program in Innovation for Smart Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Fu-Sung Lo
- Division of Pediatric Endocrinology & Genetics, Department of Pediatrics, Chang-Gung Memorial Hospital, Taoyuan, Taiwan
- College of Medicine, Chang-Gung University, Taoyuan, Taiwan
| | - Philip Moons
- Department of Public Health and Primary Care, KU Leuven-University of Leuven, Leuven, Belgium
- Institute of Health and Care Sciences, University of Gothenburg, Gothenburg, Sweden
- Department of Paediatrics and Child Health, University of Cape Town, Cape Town, South Africa
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Hoogendoorn CJ, Hernandez R, Schneider S, Harmel M, Pham LT, Crespo-Ramos G, Agarwal S, Crandall J, Peters AL, Spruijt-Metz D, Gonzalez JS, Pyatak EA. Glycemic Risk Index Profiles and Predictors Among Diverse Adults With Type 1 Diabetes. J Diabetes Sci Technol 2024; 18:1070-1078. [PMID: 36999215 PMCID: PMC11418469 DOI: 10.1177/19322968231164151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/01/2023]
Abstract
BACKGROUND The Glycemia Risk Index (GRI) was introduced as a single value derived from the ambulatory glucose profile that identifies patients who need attention. This study describes participants in each of the five GRI zones and examines the percentage of variation in GRI scores that is explained by sociodemographic and clinical variables among diverse adults with type 1 diabetes. METHODS A total of 159 participants provided blinded continuous glucose monitoring (CGM) data over 14 days (mean age [SD] = 41.4 [14.5] years; female = 54.1%, Hispanic = 41.5%). Glycemia Risk Index zones were compared on CGM, sociodemographic, and clinical variables. Shapley value analysis examined the percentage of variation in GRI scores explained by different variables. Receiver operating characteristic curves examined GRI cutoffs for those more likely to have experienced ketoacidosis or severe hypoglycemia. RESULTS Mean glucose and variability, time in range, and percentage of time in high, and very high, glucose ranges differed across the five GRI zones (P values < .001). Multiple sociodemographic indices also differed across zones, including education level, race/ethnicity, age, and insurance status. Sociodemographic and clinical variables collectively explained 62.2% of variance in GRI scores. A GRI score ≥84.5 reflected greater likelihood of ketoacidosis (area under the curve [AUC] = 0.848), and scores ≥58.2 reflected greater likelihood of severe hypoglycemia (AUC = 0.729) over the previous six months. CONCLUSIONS Results support the use of the GRI, with GRI zones identifying those in need of clinical attention. Findings highlight the need to address health inequities. Treatment differences associated with the GRI also suggest behavioral and clinical interventions including starting individuals on CGM or automated insulin delivery systems.
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Affiliation(s)
- Claire J. Hoogendoorn
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA
- Division of Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Raymond Hernandez
- Chan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, CA, USA
- Center for Economic and Social Research, University of Southern California, Los Angeles, CA, USA
| | - Stefan Schneider
- Center for Economic and Social Research, University of Southern California, Los Angeles, CA, USA
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
| | - Mark Harmel
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Loree T. Pham
- Chan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, CA, USA
| | - Gladys Crespo-Ramos
- Division of Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Shivani Agarwal
- Division of Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
- New York Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Jill Crandall
- Division of Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
- New York Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Anne L. Peters
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Donna Spruijt-Metz
- Center for Economic and Social Research, University of Southern California, Los Angeles, CA, USA
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Jeffrey S. Gonzalez
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA
- Division of Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
- New York Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Elizabeth A. Pyatak
- Chan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, CA, USA
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Steenkamp D, Brouillard E, Aia C, Fantasia K, Sullivan C, Atakov-Castillo A, Wolpert H. Reducing Inequity in the Use of Automated Insulin Delivery Systems by Adults With Type 1 Diabetes: Key Learnings From a Safety Net Diabetes Clinic Program. Endocr Pract 2024; 30:558-563. [PMID: 38583773 DOI: 10.1016/j.eprac.2024.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 03/28/2024] [Accepted: 04/01/2024] [Indexed: 04/09/2024]
Abstract
BACKGROUND Recent advancements in diabetes technology have significantly improved Type 1 diabetes (T1D) management, but disparities persist, particularly in the adoption of automated insulin delivery (AID) systems within minoritized communities. We aimed to improve patient access to AID system training and overcome clinical inertia to referral. METHODS We report on a transformative program implemented at Boston Medical Center, the largest safety-net hospital in New England, aimed at reducing disparities in AID system utilization. We employed a multidisciplinary team and quality improvement principles to identify barriers and develop solutions. Strategies included increasing access to diabetes educators, creating a referral system, and developing telemedicine education classes. We also made efforts to raise clinician awareness and confidence in recommending AID therapy. RESULTS At baseline, 13.5% of our clinic T1D population was using an insulin pump. The population referred included 97 people with T1D (49% female, mean A1c 8.7%, 68% public insurance beneficiaries, 25% Hispanic and 25% non-Hispanic Black). Results from the first year showed a 166% increase in AID system use rates, with 64% of referred patients starting on AID. Notably, 78% of patients with A1c >8.5% adopted AID systems, addressing a gap in representation observed in clinical efficacy trials. The initiative successfully narrowed disparities in AID use among minoritized populations. CONCLUSIONS The program's success among minoritized patients underscores the significance of tailored, collaborative, team-based care and targeted educational initiatives. Our experience provides a foundation for future efforts to ensure equitable access to diabetes technologies, emphasizing the potential of local quality improvement interventions.
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Affiliation(s)
- Devin Steenkamp
- Section of Endocrinology, Diabetes and Nutrition, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, and Boston Medical Center, Boston, Massachusetts.
| | - Elizabeth Brouillard
- Section of Endocrinology, Diabetes and Nutrition, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, and Boston Medical Center, Boston, Massachusetts
| | - Corinne Aia
- Section of Endocrinology, Diabetes and Nutrition, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, and Boston Medical Center, Boston, Massachusetts
| | - Kathryn Fantasia
- Section of Endocrinology, Diabetes and Nutrition, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, and Boston Medical Center, Boston, Massachusetts; Evans Center for Implementation and Improvement Sciences, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Catherine Sullivan
- Section of Endocrinology, Diabetes and Nutrition, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, and Boston Medical Center, Boston, Massachusetts
| | - Astrid Atakov-Castillo
- Section of Endocrinology, Diabetes and Nutrition, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, and Boston Medical Center, Boston, Massachusetts
| | - Howard Wolpert
- Section of Endocrinology, Diabetes and Nutrition, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, and Boston Medical Center, Boston, Massachusetts
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Mathias P, Corathers SD, Carreon SA, Hilliard ME, Papadakis JL, Weissberg-Benchell J, Raymond JK, Pyatak EA, Agarwal S. Young Adults with Type 1 Diabetes. Endocrinol Metab Clin North Am 2024; 53:39-52. [PMID: 38272597 DOI: 10.1016/j.ecl.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
Young adults experience multiple developmental transitions across social, educational, vocational, residential, and financial life domains. These transitions are potential competing priorities to managing a chronic condition such as type 1 diabetes and can contribute to poor psychosocial and medical outcomes. In this narrative review, we describe population outcomes of young adult populations and the unique considerations associated with managing type 1 diabetes in young adulthood. We provide an overview of the current evidence-based strategies to improve care for young adults with type 1 diabetes and recommendations for future directions in the field.
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Affiliation(s)
- Priyanka Mathias
- Fleischer Institute for Diabetes and Metabolism, Albert Einstein College of Medicine-Montefiore Medical Center, 1180 Morris Park Avenue, Bronx, NY 10467, USA
| | - Sarah D Corathers
- Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, 3333 Burnet Avenue, Cincinnati, OH 45229, USA
| | - Samantha A Carreon
- Baylor College of Medicine and Texas Children's Hospital, 1102 Bates Avenue, Suite 940, Houston, TX 77030, USA
| | - Marisa E Hilliard
- Baylor College of Medicine and Texas Children's Hospital, 1102 Bates Avenue, Suite 940, Houston, TX 77030, USA
| | - Jaclyn L Papadakis
- Northwestern University Feinberg School of Medicine, Pritzker Department of Psychiatry and Behavioral Health, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue, Box 10, Chicago, IL 60611, USA
| | - Jill Weissberg-Benchell
- Northwestern University Feinberg School of Medicine, Pritzker Department of Psychiatry and Behavioral Health, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue, Box 10, Chicago, IL 60611, USA
| | - Jennifer K Raymond
- Division of Pediatric Endocrinology, Children's Hospital Los Angeles, 4650 Sunset Boulevard. MS 61, Los Angeles, CA, USA
| | - Elizabeth A Pyatak
- Chan Division of Occupational Science and Occupational Therapy, Ostrow School of Dentistry, University of Southern California, 1540 Alcazar Street, CHP-133, Los Angeles, CA 90089-9003, USA
| | - Shivani Agarwal
- Fleischer Institute for Diabetes and Metabolism, Albert Einstein College of Medicine-Montefiore Medical Center, 1180 Morris Park Avenue, Bronx, NY 10467, USA; NY Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, 1180 Morris Park Avenue, Bronx, NY 10467, USA.
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Tilden DR, French B, Datye KA, Jaser SS. Disparities in Continuous Glucose Monitor Use Between Children With Type 1 Diabetes Living in Urban and Rural Areas. Diabetes Care 2024; 47:346-352. [PMID: 37906202 PMCID: PMC10909681 DOI: 10.2337/dc23-1564] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 10/11/2023] [Indexed: 11/02/2023]
Abstract
OBJECTIVE Despite evidence that continuous glucose monitoring (CGM) use is associated with lower HbA1c among children with type 1 diabetes, uptake of this technology remains lower among those with difficulty accessing health care, including those from lower socioeconomic status backgrounds and racial and ethnic minorities. In this study, we sought to explore the impact of rural location in use of CGM technology to guide patient and provider decision making. RESEARCH DESIGN AND METHODS In this retrospective study of electronic health record demographic and visits data from a single diabetes program from 1 January 2018 through 31 December 2021, we compared the odds of completing a visit with (+) and without (-) CGM interpretation between rural-urban commuting area (RUCA) designations. RESULTS Among the 13,645 visits completed by 2,008 patients with type 1 diabetes younger than age 18 years, we found children living in small rural towns had 31% lower odds (6.3% of CGM+ visits, 8.6% of CGM- visits; adjusted odds ratio [aOR] 0.69, 95% CI 0.51-0.94) and those living in isolated rural towns had 49% lower odds (2.0% of CGM+ visits, 3.4% of CGM- visits; aOR 0.51, 95% CI 0.28-0.92) of completing a CGM-billed clinic visit compared with those living in urban areas (70.0% of CGM+ visits, 67.2% of CGM- visits). We also found significant differences in CGM-billed visits by neighborhood deprivation as well as race/ethnicity and insurance payor. CONCLUSIONS Geographic location presents a meaningful barrier to access to care for patients living with type 1 diabetes. Further work is needed to identify and address the needs of children and families living in rural areas to improve the care of these patients.
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Affiliation(s)
- Daniel R. Tilden
- Division of Endocrinology, Diabetes & Clinical Genetics, Department of Medicine, University of Kansas Medical Center, Kansas City, KS
| | - Benjamin French
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | - Karishma A. Datye
- Ian M. Burr Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
| | - Sarah S. Jaser
- Division of Pediatric Psychology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
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Abstract
Recent years witnessed advancements in diabetes technologies and therapeutics. People with type 1 diabetes have more options to control their blood glucose, prevent hypoglycemia, and spend more time with their loved ones. Newer diabetes technologies and therapeutics improve the quality of life and boost the confidence of people with type 1 diabetes. In parallel to changes in the diabetes technology field, stem cell research has been evolving. Gene editing and production of β cells from stem cells are ongoing. The current focus of cure studies is how to increase the survival of cells produced with stem cells. New adjunctive therapies are under development.
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Affiliation(s)
- Halis Kaan Akturk
- Barbara Davis Center for Diabetes, University of Colorado, 1775 Aurora Court, Room 1319, Aurora, CO 80045, USA.
| | - Alexis M McKee
- Division of Endocrinology, Metabolism & Lipid Research, Washington University in St. Louis School of Medicine, St Louis, MO, USA
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Steenkamp DW, Fantasia KL, Wolpert HA. Optimizing Glycemic Outcomes for Minoritized and Medically Underserved Adults Living with Type 1 Diabetes. Endocrinol Metab Clin North Am 2024; 53:67-80. [PMID: 38272599 DOI: 10.1016/j.ecl.2023.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
Individuals living with type 1 diabetes (T1D) from medically underserved communities have poorer health outcomes. Efforts to improve outcomes include a focus on team-based care, activation of behavior change, and enhancing self-management skills and practices. Advanced diabetes technologies are part of the standard of care for adults with T1D. However, health care providers often carry implicit biases and may be uncomfortable with recommending technologies to patients who have traditionally been excluded from efficacy trials or have limited real-world exposure to devices. We review the literature on this topic and provide an approach to address these issues in clinical practice.
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Affiliation(s)
- Devin W Steenkamp
- Section of Endocrinology, Diabetes and Nutrition, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, 72 East Concord Street, C3, Boston, MA 02118, USA.
| | - Kathryn L Fantasia
- Section of Endocrinology, Diabetes and Nutrition, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, 72 East Concord Street, C3, Boston, MA 02118, USA; Department of Medicine, Evans Center for Implementation and Improvement Sciences (CIIS), Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Howard A Wolpert
- Section of Endocrinology, Diabetes and Nutrition, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, 72 East Concord Street, C3, Boston, MA 02118, USA
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Moore TH, Dawson S, Wheeler J, Hamilton-Shield J, Barrett TG, Redwood S, Litchfield I, Greenfield SM, Searle A. Views of children with diabetes from underserved communities, and their families on diabetes, glycaemic control and healthcare provision: A qualitative evidence synthesis. Diabet Med 2023; 40:e15197. [PMID: 37573564 DOI: 10.1111/dme.15197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 08/07/2023] [Accepted: 08/08/2023] [Indexed: 08/15/2023]
Abstract
AIMS Children and young people with diabetes (CYPD) from socio-economically deprived and/or ethnic minority groups tend to have poorer glucose control and greater risk of diabetes-related complications. In this systematic review of qualitative evidence (qualitative evidence synthesis, QES), we aimed to explore the experiences and views of clinical encounters in diabetes care from the perspectives of CYPD and their family/carers from underserved communities and healthcare professionals in diabetes care. METHODS We searched 6 databases to March 2022 with extensive search terms, and used a thematic synthesis following methods of Thomas and Harden. RESULTS We identified 7 studies and described 11 descriptive themes based on primary and secondary constructs. From these, three "analytical themes" were developed. (1) "Alienation of CYPD" relates to their social identity and interaction with peers, family and health service practitioners in the context of diabetes self- and family/carer management and is impacted by communication in the clinical encounter. (2) "Empowerment of CYPD and family/carers" explores families' understanding of risks and consequences of diabetes and taking responsibility for self- and family/carer management in the context of their socio-cultural background. (3) "Integration of diabetes (into self and family)" focuses on the ability to integrate diabetes self-management into the daily lives of CYPD and family/carers beyond the clinical consultation. CONCLUSIONS The analytical themes are interdependent and provide a conceptual framework from which to explore and strengthen the therapeutic alliance in clinical encounters and to foster greater concordance with treatment plans. Communicating the biomedical aspects of managing diabetes in the clinical encounter is important, but should be balanced with addressing socio-emotional factors important to CYPD and family/carers.
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Affiliation(s)
- Theresa H Moore
- NIHR Applied Research Collaboration West (ARC West) at University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Sarah Dawson
- NIHR Applied Research Collaboration West (ARC West) at University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | - Jessica Wheeler
- NIHR Applied Research Collaboration West (ARC West) at University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | | | - Timothy G Barrett
- Institute of Cancer and Genomic Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Sabi Redwood
- NIHR Applied Research Collaboration West (ARC West) at University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Ian Litchfield
- IOEM, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Sheila M Greenfield
- IOEM, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Aidan Searle
- NIHR Bristol Biomedical Research Centre Nutrition theme, University Hospitals Bristol and Weston NHS Foundation Trust and the University of Bristol, Bristol, UK
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11
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Trief PM, Uschner D, Anderson BJ, Wen H, Bulger JD, Weinstock RS. Psychosocial Factors Predicting Healthcare Usage in Young Adults with Youth-Onset Type 2 Diabetes: The TODAY2 iCount Observational Study. J Gen Intern Med 2023; 38:3152-3161. [PMID: 37507549 PMCID: PMC10651562 DOI: 10.1007/s11606-023-08305-1] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 06/23/2023] [Indexed: 07/30/2023]
Abstract
BACKGROUND Established diabetes care ("diabetes home") and regular healthcare visits are important to achieve optimal health. Nothing is known about psychosocial factors that predict healthcare usage (HCU) in young adults with youth-onset type 2 diabetes, at risk for early complications. OBJECTIVE To identify psychosocial predictors of HCU in the Treatment Options for type 2 Diabetes in Adolescents and Youth (TODAY2) cohort. DESIGN Longitudinal, measured at T1 (baseline) and T2 (1 year later). Logistic and linear regressions, adjusted for potential confounders, identified predictors of sub-optimal HCU (defined as no diabetes home, 0 visits for routine care, or ≥ 1 urgent care visit in prior 6 months). PARTICIPANTS N = 366 TODAY2 participants with T1 and T2 data (381 consented). Mean age = 26.0 years, 67.8% female, 37.7% non-Hispanic Black, 35.8% Hispanic, 20.2% non-Hispanic white, 6.3% "other," mean HbA1c = 9.4%. MAIN MEASURES HCU survey; reliable and valid measures of diabetes self-efficacy, depressive symptoms, anxiety symptoms, diabetes distress, beliefs about medicines, diabetes attitudes, material need insecurities, self-management support. KEY RESULTS 25.4% had no diabetes home, 23.7% had 0 routine care visits, 46% had ≥ 1 urgent care visit (prior 6 months). Beliefs in the necessity of (adjusted odds ratio [OR] = 1.28; 95% confidence interval [CI] = 1.12, 1.46, p < 0.001), and concerns about (OR = 1.29;CI = 1.08,1.54, p = 0.004), diabetes medicines, and its negative psychosocial impacts (OR = 1.57;CI = 1.04, 2.38, p = 0.03), predicted higher odds of having a diabetes home at T2. Beliefs that medicines are harmful predicted lower odds of a diabetes home (OR = 0.56;CI = 0.37,0.85, p = 0.006). Necessity beliefs (OR = 1.2;CI = 1.06,1.36, p = 0.004), and self-management support (OR = 1.5;CI = 1.08,2.07, p = 0.01) predicted higher odds of having ≥ 1 diabetes care visit, harm beliefs predicted lower odds (OR = 0.6;CI = 0.41,0.88, p = 0.01). CONCLUSIONS Sub-optimal healthcare usage, common in young adults with youth-onset type 2 diabetes, is predicted by beliefs about medicines, diabetes impact, and self-management support. We must address these factors to help this vulnerable group establish stable diabetes care.
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Affiliation(s)
- Paula M Trief
- Department of Psychiatry and Behavioral Sciences, State University of New York Upstate Medical University, NY, Syracuse, USA.
| | - Diane Uschner
- The Biostatistics Center, George Washington University, Washington, DC, USA
| | - Barbara J Anderson
- Department of Pediatrics-Psychology, Baylor College of Medicine, Houston, TX, USA
| | - Hui Wen
- The Biostatistics Center, George Washington University, Washington, DC, USA
| | - Jane D Bulger
- Department of Medicine, State University of New York Upstate Medical University, NY, Syracuse, USA
| | - Ruth S Weinstock
- Department of Medicine, State University of New York Upstate Medical University, NY, Syracuse, USA
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12
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Safieddine B, Sperlich S, Beller J, Lange K, Geyer S. Socioeconomic inequalities in type 2 diabetes comorbidities in different population subgroups: trend analyses using German health insurance data. Sci Rep 2023; 13:10855. [PMID: 37407649 PMCID: PMC10322827 DOI: 10.1038/s41598-023-37951-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Accepted: 06/30/2023] [Indexed: 07/07/2023] Open
Abstract
While socioeconomic inequalities in the prevalence and management of type 2 diabetes (T2D) are well established, little is known about whether inequalities exist in the prevalence and the temporal development of T2D comorbidities. Previous research points towards expansion of morbidity in T2D as depicted mainly by a rising trend of T2D comorbidities. Against this background, and using German claims data, this study aims to examine whether socioeconomic status (SES) inequalities exist in the rates and the temporal development of T2D comorbidities. Since previous research indicates varying risk levels for T2D prevalence in the population subgroups: working individuals, nonworking spouses and pensioners, the analyses are stratified by these three population subgroups. The study is done on a large population of statutory insured individuals with T2D in three time-periods between 2005 and 2017. Predicted probabilities of three comorbidity groups and the number of comorbidities were estimated using logistic and ordinal regression analyses among different income, education and occupation groups. Interaction analyses were applied to examine whether potential SES inequalities changed over time. The study showed that neither the cross-sectional existence, nor the temporal development of T2D comorbidities differed significantly among SES groups, ruling out SES inequalities in the prevalence and the temporal development of T2D comorbidities in Germany. In men and women of all examined population subgroups, predicted probabilities for less severe cardiovascular (CVD) comorbidities, other vascular diseases and the number of comorbidities per individual rose significantly over time regardless of SES, but little if any change took place for more severe CVD comorbidities. Another important finding is that the population subgroup of nonworking spouses had markedly higher predicted probabilities for most of the examined outcomes compared to working individuals. The study indicates that the expansion of morbidity in T2D in Germany does not appear to be SES-dependent, and applies equally to different population subgroups. Yet, the study highlights that nonworking spouses are a susceptible population subgroup that needs to be focused upon when planning and implementing T2D management interventions.
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Affiliation(s)
| | | | - Johannes Beller
- Medical Sociology Unit, Hannover Medical School, Hannover, Germany
| | - Karin Lange
- Medical Psychology Unit, Hannover Medical School, Hannover, Germany
| | - Siegfried Geyer
- Medical Sociology Unit, Hannover Medical School, Hannover, Germany
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13
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Crossen SS, Wagner DV. Narrowing the Divide: The Role of Telehealth in Type 1 Diabetes Care for Marginalized Communities. J Diabetes Sci Technol 2023; 17:901-908. [PMID: 36896887 PMCID: PMC10348000 DOI: 10.1177/19322968231157367] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
Widespread uptake of telehealth in response to the COVID-19 pandemic has highlighted geographic, demographic, and economic disparities in access to virtual care. However, research studies and clinical programs that predate the pandemic demonstrate the potential for telehealth-based interventions to improve access to and outcomes of type 1 diabetes (T1D) care for individuals in geographically or socially marginalized communities. In this expert commentary, we discuss telehealth-based care models that have been successful in improving care for marginalized T1D populations. We also outline the policy changes needed to expand access to such interventions to reduce established disparities in T1D care and promote better health equity among people living with T1D.
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Affiliation(s)
- Stephanie S. Crossen
- Division of Pediatric Endocrinology, University of California Davis School of Medicine, Sacramento, CA, USA
| | - David V. Wagner
- Department of Pediatrics, Oregon Health & Science University, Portland, OR, USA
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14
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Wolf RA, Martyn KK, Haw JS, Kimble LP. Emerging Adults with Diabetes in Safety-Net Care: Self-Management Influences and Patient-Provider Interactions. West J Nurs Res 2023:1939459231172587. [PMID: 37151107 DOI: 10.1177/01939459231172587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Emerging adults with diabetes, particularly in underserved communities, represent a growing but less studied population whose needs may differ from older adults. This study investigated perspectives of underserved emerging adults regarding diabetes self-management influences and provider interactions. Focus groups and interviews with emerging adults in a safety-net health care setting were conducted to identify perspectives regarding self-management influences and patient-provider interactions. Diabetes was perceived as a psychological burden complicated by busy lifestyles and competing responsibilities. Lack of resources, especially financial barriers, also limited self-management. Participants often perceived diabetes visits as standardized encounters providing access to diabetes supplies but desired additional guidance appropriate to their needs and life-stage. Participants valued encouragement and positive ongoing provider relationships for tailored informational and emotional support and support from family and peers. Providers and health care systems adapting to provide or facilitate this support will be better able to optimize diabetes management at and between visits.
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Affiliation(s)
- Rachel A Wolf
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, USA
| | - Kristy K Martyn
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, USA
| | - J Sonya Haw
- School of Medicine, Emory University, Atlanta, GA, USA
| | - Laura P Kimble
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, USA
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15
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Pihoker C, Braffett BH, Songer TJ, Herman WH, Tung M, Kuo S, Bellatorre A, Isganaitis E, Jensen ET, Divers J, Zhang P, Nathan DM, Drews K, Dabelea D, Zeitler PS. Diabetes Care Barriers, Use, and Health Outcomes in Younger Adults With Type 1 and Type 2 Diabetes. JAMA Netw Open 2023; 6:e2312147. [PMID: 37145592 PMCID: PMC10163384 DOI: 10.1001/jamanetworkopen.2023.12147] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 03/24/2023] [Indexed: 05/06/2023] Open
Abstract
Importance Treatment challenges exist for younger adults with type 1 (T1D) and type 2 diabetes (T2D). Health care coverage, access to, and use of diabetes care are not well delineated in these high-risk populations. Objective To compare patterns of health care coverage, access to, and use of diabetes care and determine their associations with glycemia among younger adults with T1D and with T2D. Design, Setting, and Participants This cohort study analyzed data from a survey that was jointly developed by 2 large, national cohort studies: the SEARCH for Diabetes in Youth (SEARCH) study, an observational study of individuals with youth-onset T1D or T2D, and the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) study, a randomized clinical trial (2004-2011) followed by an observational study (2012-2020). The interviewer-directed survey was administered during in-person study visits in both studies between 2017 and 2019. Data analyses were performed between May 2021 and October 2022. Main Outcomes and Measures Survey questions addressed health care coverage, usual sources of diabetes care, and frequency of care use. Glycated hemoglobin (HbA1c) levels were assayed in a central laboratory. Patterns of health care factors and HbA1c levels were compared by diabetes type. Results The analysis included 1371 participants (mean [range] age, 25 [18-36] years; 824 females [60.1%]), of whom 661 had T1D and 250 had T2D from the SEARCH study and 460 had T2D from the TODAY study. Participants had a mean (SD) diabetes duration of 11.8 (2.8) years. More participants with T1D than T2D in both the SEARCH and TODAY studies reported health care coverage (94.7%, 81.6%, and 86.7%), access to diabetes care (94.7%, 78.1%, and 73.4%), and use of diabetes care (88.1%, 80.5%, and 73.6%). Not having health care coverage was associated with significantly higher mean (SE) HbA1c levels in participants with T1D in the SEARCH study (no coverage, 10.8% [0.5%]; public, 9.4% [0.2%]; private, 8.7% [0.1%]; P < .001) and participants with T2D from the TODAY study (no coverage, 9.9% [0.3%]; public, 8.7% [0.2%]; private, 8.7% [0.2%]; P = .004). Medicaid expansion vs without expansion was associated with more health care coverage (participants with T1D: 95.8% vs 90.2%; participants with T2D in SEARCH: 86.1% vs 73.9%; participants with T2D in TODAY: 93.6% vs 74.2%) and lower HbA1c levels (participants with T1D: 9.2% vs 9.7%; participants with T2D in SEARCH: 8.4% vs 9.3%; participants with T2D in TODAY: 8.7% vs 9.3%). The T1D group incurred higher median (IQR) monthly out-of-pocket expenses than the T2D group ($74.50 [$10.00-$309.00] vs $10.00 [$0-$74.50]). Conclusions and Relevance Results of this study suggested that lack of health care coverage and of an established source of diabetes care were associated with significantly higher HbA1c levels for participants with T1D, but inconsistent results were found for participants with T2D. Increased access to diabetes care (eg, through Medicaid expansion) may be associated with improved health outcomes, but additional strategies are needed, particularly for individuals with T2D.
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Affiliation(s)
| | | | - Thomas J. Songer
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - William H. Herman
- Departments of Internal Medicine and Epidemiology, University of Michigan, Ann Arbor
| | - Melinda Tung
- The Biostatistics Center, George Washington University, Rockville, Maryland
| | - Shihchen Kuo
- Departments of Internal Medicine and Epidemiology, University of Michigan, Ann Arbor
| | - Anna Bellatorre
- Lifecourse Epidemiology of Adiposity and Diabetes Center, University of Colorado Anschutz Medical Campus, Aurora
| | - Elvira Isganaitis
- Research Division, Joslin Diabetes Center and Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Elizabeth T. Jensen
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Jasmin Divers
- Division of Health Services Research, New York University Long Island School of Medicine, Mineola
| | - Ping Zhang
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - David M. Nathan
- Diabetes Center Massachusetts General Hospital, Harvard Medical School, Boston
| | - Kimberly Drews
- The Biostatistics Center, George Washington University, Rockville, Maryland
| | - Dana Dabelea
- Lifecourse Epidemiology of Adiposity and Diabetes Center, University of Colorado Anschutz Medical Campus, Aurora
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16
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Ebekozien O, Mungmode A, Buckingham D, Greenfield M, Talib R, Steenkamp D, Haw JS, Odugbesan O, Harris M, Mathias P, Dickinson JK, Agarwal S. Achieving Equity in Diabetes Research: Borrowing From the Field of Quality Improvement Using a Practical Framework and Improvement Tools. Diabetes Spectr 2022; 35:304-312. [PMID: 36072814 PMCID: PMC9396719 DOI: 10.2337/dsi22-0002] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
There are limited tools to address equity in diabetes research and clinical trials. The T1D Exchange has established a 10-step equity framework to advance equity in diabetes research. Herein, the authors outline this approach and expand on its practical application.
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Affiliation(s)
- Osagie Ebekozien
- T1D Exchange, Boston, MA
- University of Mississippi School of Population Health, Jackson, MS
| | | | | | | | | | | | - J. Sonya Haw
- Grady Memorial Hospital, Emory University, Atlanta, GA
| | | | | | - Priyanka Mathias
- Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
| | | | - Shivani Agarwal
- Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY
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17
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Hu TY, Price J, Pierce JS, Gannon AW. The association between pediatric mental health disorders and type 1 diabetes-related outcomes. Pediatr Diabetes 2022; 23:507-515. [PMID: 35249249 DOI: 10.1111/pedi.13330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Revised: 01/31/2022] [Accepted: 03/03/2022] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVE Transition from pediatric to adult healthcare systems is a difficult process for young adults with Type 1 Diabetes (T1D) and most patients experience a deterioration in disease control. Mental health (MH) disorders are common in individuals with T1D and are believed to play a role in disease control and transition of care. We evaluated the association between the presence of pediatric MH disorder and measures of success in diabetes care in young adults who recently transitioned to adult care. RESEARCH DESIGN AND METHODS Retrospective cohort study of young adults in a large adult endocrinology system who transitioned from a pediatric hospital system after 2009. MH disorders were diagnosed by clinical pediatric psychologists during routine care at the pediatric hospital. Measurements of Hemoglobin A1c, diabetes-related emergencies, clinic attendance and intervals in transition were assessed and compared between the pediatric and adult hospital systems. RESULTS 237 young adults were identified and 100 (42%) of these were diagnosed with a MH disorder during pediatric care. Presence of a MH disorder was associated with higher Hemoglobin A1c levels prior to transition and increased rates of diabetes-related hospitalizations during the transition interval. Patients with a MH disorder were less likely to establish a pattern of consistent follow up after transition (p = 0.021). CONCLUSIONS MH disorders are common and predict greater challenges with diabetes management and less effective transition into the adult endocrinology system. Early recognition of MH disorders may allow for allocation of more proactive and intensive support for affected patients.
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Affiliation(s)
- Tina Y Hu
- Department of Pediatrics, Nemours Children's Hospital, Delaware, Wilmington, Delaware, USA.,Department of Internal Medicine, ChristianaCare Health System, Newark, Delaware, USA.,Departments of Internal Medicine and Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Julia Price
- Departments of Internal Medicine and Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.,Center for Healthcare Delivery Science, Nemours Children's Health System, Wilmington, Delaware, USA
| | - Jessica S Pierce
- Center for Healthcare Delivery Science, Nemours Children's Health System, Orlando, Florida, USA.,Department of Pediatrics, University of Central Florida College of Medicine, Orlando, Florida, USA
| | - Anthony W Gannon
- Department of Pediatrics, Nemours Children's Hospital, Delaware, Wilmington, Delaware, USA.,Department of Internal Medicine, ChristianaCare Health System, Newark, Delaware, USA.,Departments of Internal Medicine and Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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18
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Wolf RA, Haw JS, Martyn KK, Kimble LP. Diabetes Care Provider Perceptions Regarding Emerging Adults' Diabetes Self-Management Influences and Patient-Provider Visit Interactions Within a Safety-Net Hospital. Clin Diabetes 2022; 41:90-101. [PMID: 36714255 PMCID: PMC9845076 DOI: 10.2337/cd21-0075] [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: 02/01/2023]
Abstract
The increasing number of emerging adults with diabetes (EAWD) being cared for in adult health care settings requires a better understanding of the needs of EAWD and their interactions with adult health care providers (HCPs). This article describes findings from interviews with endocrinologists and diabetes nurses from a safety-net health care system to investigate HCPs' perspectives regarding influences on EAWD self-management and HCP interactions with EAWD. HCPs frequently perceived lower EAWD engagement in diabetes management, which was complicated by barriers such as the emotional burden of diabetes, busy lives and multiple responsibilities, and limited access to resources; however, HCPs valued the role of information and communication at visits in tailoring care for EAWD. Measures to tailor care should address the psychosocial burden related to the life stage goals and priorities of EAWD, identification of resources for EAWD and HCPs, and further elucidation of effective self-management guidance and communication strategies to support EAWD in safety-net settings.
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Affiliation(s)
- Rachel A. Wolf
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA
| | - J. Sonya Haw
- School of Medicine, Emory University, Atlanta, GA
| | - Kristy K. Martyn
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA
| | - Laura P. Kimble
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA
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19
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Butler AM, Brown SD, Carreon SA, Smalls BL, Terry A. Equity in Psychosocial Outcomes and Care for Racial and Ethnic Minorities and Socioeconomically Disadvantaged People With Diabetes. Diabetes Spectr 2022; 35:276-283. [PMID: 36082019 PMCID: PMC9396713 DOI: 10.2337/dsi22-0006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The role of social determinants of health (SDOH) in promoting equity in diabetes prevalence, incidence, and outcomes continues to be documented in the literature. Less attention has focused on disparities in psychosocial aspects of living with diabetes and the role of SDOH in promoting equity in psychosocial outcomes and care. In this review, the authors describe racial/ethnic and socioeconomic disparities in psychosocial aspects of living with diabetes, discuss promising approaches to promote equity in psychosocial care, and provide future research directions.
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Affiliation(s)
- Ashley M. Butler
- Department of Pediatrics, Baylor College of Medicine, Houston, TX
- Corresponding author: Ashley M. Butler,
| | - Susan D. Brown
- Department of Internal Medicine, School of Medicine, University of California, Davis, Sacramento, CA
| | | | - Brittany L. Smalls
- Department of Family and Community Medicine, University of Kentucky College of Medicine, Lexington, KY
| | - Amanda Terry
- Department of Pediatrics, Baylor College of Medicine, Houston, TX
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20
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Commissariat PV, Wentzell K, Tanenbaum ML. Competing Demands of Young Adulthood and Diabetes: A Discussion of Major Life Changes and Strategies for Health Care Providers to Promote Successful Balance. Diabetes Spectr 2021; 34:328-335. [PMID: 34866865 PMCID: PMC8603129 DOI: 10.2337/dsi21-0009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Young adults (YAs) are often faced with many new transitions and major milestones specific to their life stage. For YAs with diabetes, it can be particularly difficult to balance diabetes management with the age-typical demands of young adulthood. Clinicians can play an important role in helping YAs navigate major life changes and find balance in the competing demands of young adulthood, while protecting their health and well-being.
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21
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Bryant BL, Wang CH, Zinn ME, Rooney K, Henderson C, Monaghan M. Promoting High-Quality Health Communication Between Young Adults With Diabetes and Health Care Providers. Diabetes Spectr 2021; 34:345-356. [PMID: 34866867 PMCID: PMC8603123 DOI: 10.2337/dsi21-0036] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Young adults with diabetes assume increasing responsibility for communicating with their health care providers, and engaging in high-quality health communication is an integral component of overall diabetes self-management. This article provides an overview of the main features of health communication, factors that may influence communication quality, interventions to promote communication skills, and practical strategies for clinicians working with young adults with diabetes. The review concludes with a comprehensive summary of future directions for health communication research.
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Affiliation(s)
| | | | - M. Elizabeth Zinn
- George Washington University School of Medicine, Washington, DC
- George Washington University Milken Institute School of Public Health, Washington, DC
| | | | | | - Maureen Monaghan
- Children’s National Hospital, Washington, DC
- George Washington University School of Medicine, Washington, DC
- Corresponding author: Maureen Monaghan,
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22
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Fantasia KL, Wirunsawanya K, Lee C, Rizo I. Racial Disparities in Diabetes Technology Use and Outcomes in Type 1 Diabetes in a Safety-Net Hospital. J Diabetes Sci Technol 2021; 15:1010-1017. [PMID: 33719610 PMCID: PMC8442173 DOI: 10.1177/1932296821995810] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND Limited data exist regarding diabetes technology use among adults with type 1 diabetes (T1D) in urban racially/ethnically diverse safety-net hospitals. We examined racial/ethnic differences in the use of continuous glucose monitor (CGM) and continuous subcutaneous insulin infusion (CSII) in this setting. METHODS A retrospective review of 227 patients ≥ 18 years of age with T1D seen in an urban, safety-net endocrinology clinic during 2016-2017 was completed (mean age: 39; 80% English-speaking; 50% had public insurance). Diabetes technology use, defined as either CGM or CSII or both CGM and CSII, and clinical outcomes were examined by race/ethnicity. RESULTS Overall, 30% used CGM and 26% used CSII. After adjusting for age, language, insurance, and annual income, diabetes technology use in non-White patients was significantly lower than in White patients, predominantly lower in Black (aOR 0.25 [95% CI 0.11-0.56]) and patients identified as other race/ethnicity (aOR 0.30 [95% CI 0.11-0.77]). At the highest household income level (≥$75,000/y), Black and Hispanic individuals were significantly less likely than White individuals to use diabetes technology (P < .0007). Mean hemoglobin A1c (HbA1c) was lower in patients using any diabetes technology compared with patients using no technology (P < .0001). Use of CGM and CSII together was associated with the lowest HbA1c across all racial/ethnic groups. CONCLUSIONS Racial/ethnic disparities in diabetes technology use and glycemic control were observed even after adjusting for sociodemographic factors. Further research should explore barriers to accessing diabetes technology in non-White populations.
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Affiliation(s)
| | | | | | - Ivania Rizo
- Ivania Rizo, MD, Section of Endocrinology,
Diabetes, and Nutrition, Boston University School of Medicine and Boston Medical
Center, 720 Harrison Avenue, Ste 8100, Boston, MA 02118, USA.
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23
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Chiang Y, Tsay P, Chen C, Hsu C, Yu H, Chang C, Lo F, Moons P. A Delphi Study on the Healthcare Needs of Patients with Type 1 Diabetes during the Transition from Adolescence to Adulthood: Consensus among Patients, Primary Caregivers, and Healthcare Providers. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18137149. [PMID: 34281086 PMCID: PMC8296953 DOI: 10.3390/ijerph18137149] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 06/29/2021] [Accepted: 07/02/2021] [Indexed: 11/16/2022]
Abstract
Patients with type 1 diabetes mellitus at the age of 16-25 face the challenges of the deterioration of disease control and accelerated exacerbation. Providing interventions that meet patient's healthcare needs can reduce the impact and improve health outcome. The purpose of this study was to identify the healthcare needs of patients with type 1 diabetes during the adolescence to adulthood transition period from the perspectives of patients, parents and healthcare providers. A two-round Delphi study was conducted among 48 participants, and included 17 patients, 16 primary caregivers, and 15 healthcare providers. The central tendency and dispersion were computed to establish a consensus. Seventy-one healthcare needs were identified across five dimensions-technology, external support, internal support, management, and healthcare-and 56 were considered as important healthcare needs and with a moderate to high level of agreement. Meanwhile, patients, primary caregivers, and healthcare providers were found to display significantly different opinions (p < 0.05) for 23 healthcare needs. This study concluded the consensus of the healthcare needs of patients with type 1 diabetes mellitus during the adolescence to adulthood transition period from a systematic investigation. The findings can serve as reference for developing transitional intervention strategies.
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Affiliation(s)
- Yuehtao Chiang
- School of Nursing, College of Medicine, Chang-Gung University, Taoyuan 33302, Taiwan; (H.Y.); (C.C.)
- Division of Pediatric Endocrinology & Genetics, Department of Pediatrics, Chang-Gung Memorial Hospital, Taoyuan 33305, Taiwan
- Correspondence: (Y.C.); (F.L.); Tel.: +886-3-2118800 (ext. 3866) (Y.C.); Tel.: +886-3-3281200 (ext. 8969) (F.L.)
| | - Peikwei Tsay
- Department of Public Health and Center of Biostatistics, College of Medicine, Chang-Gung University, Taoyuan 33302, Taiwan;
| | - Chiwen Chen
- College of Nursing, National Yang Ming Chiao Tung University, Taipei 11221, Taiwan;
| | - Chienlung Hsu
- Department of Information Management, Chang-Gung University, Taoyuan 33302, Taiwan;
- Graduate Institute of Business and Management, Chang Gung University, Taoyuan 33302, Taiwan
- Healthy Aging Research Center, Chang Gung University, Taoyuan 33302, Taiwan
- Department of Visual Communication Design, Ming Chi University of Technology, New Taipei 24301, Taiwan
- Department of Nursing, Taoyuan Chang Gung Memorial Hospital, Taoyuan 33044, Taiwan
| | - Hsingyi Yu
- School of Nursing, College of Medicine, Chang-Gung University, Taoyuan 33302, Taiwan; (H.Y.); (C.C.)
- Department of Nursing, Chang-Gung Memorial Hospital, Taoyuan 33305, Taiwan
| | - Chiwen Chang
- School of Nursing, College of Medicine, Chang-Gung University, Taoyuan 33302, Taiwan; (H.Y.); (C.C.)
- Division of Pediatric Endocrinology & Genetics, Department of Pediatrics, Chang-Gung Memorial Hospital, Taoyuan 33305, Taiwan
| | - Fusung Lo
- Division of Pediatric Endocrinology & Genetics, Department of Pediatrics, Chang-Gung Memorial Hospital, Taoyuan 33305, Taiwan
- College of Medicine, Chung-Gung University, Taoyuan 33302, Taiwan
- Correspondence: (Y.C.); (F.L.); Tel.: +886-3-2118800 (ext. 3866) (Y.C.); Tel.: +886-3-3281200 (ext. 8969) (F.L.)
| | - Philip Moons
- Department of Public Health and Primary Care, KU Leuven-University of Leuven, 3000 Leuven, Belgium;
- Institute of Health and Care Sciences, University of Gothenburg, 40530 Gothenburg, Sweden
- Department of Paediatrics and Child Health, University of Cape Town, Cape Town 7701, South Africa
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McKee AM, Albert SG, Al-Hammadi N, Hinyard LJ. Outcomes for continuous subcutaneous insulin infusion users in young adults from lower socioeconomic backgrounds. ENDOCRINOLOGY DIABETES & METABOLISM 2021; 4:e00252. [PMID: 34277976 PMCID: PMC8279595 DOI: 10.1002/edm2.252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 03/17/2021] [Indexed: 11/29/2022]
Abstract
Objective Diabetes technology is available and its efficacy and safety have been demonstrated; however, there is little evidence as to how this technology is being utilized and its effectiveness in vulnerable populations. This study evaluated differences in outcomes for young adults in the United States (U.S.) from lower socioeconomic (SES) backgrounds with type 1 diabetes (T1D) managed on continuous subcutaneous insulin infusion (CSII) versus multiple daily injections (MDI) or fixed‐dose insulin (FDI). Research design, methods and participants Utilizing the Optum® de‐identified Electronic Health Record data set between 2008 and 2018 to perform a retrospective, cohort study, we identified 805 subjects with T1D aged 18–30 years with Medicaid. We evaluated median difference in HbA1c between CSII and MDI/FDI users for 24 months. Predictors of diabetic ketoacidosis (DKA)‐associated hospitalizations by CSII use were evaluated using logistic regression. Results CSII users showed statistically significant lower median HbA1c values at 24 months of follow‐up compared to individuals on MDI/FDI. Non‐white individuals were at lower odds of receiving treatment with CSII. Subjects on CSII were not more likely to be hospitalized for DKA compared to subjects treated with MDI/FDI. Older subjects were at lower odds of being hospitalized for DKA. Males and subjects followed by Endocrinologists were at higher odds of being hospitalized for DKA. Conclusions Young adults with T1D from lower SES backgrounds show improved glycaemic control when in CSII compared to MDI/FDI without increases in hospitalizations for DKA.
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Affiliation(s)
- Alexis M McKee
- Division of Endocrinology Metabolism & Lipid Research Washington University School of Medicine in St. Louis St. Louis MO USA
| | - Stewart G Albert
- Division of Endocrinology Diabetes & Metabolism Saint Louis University School of Medicine St. Louis MO USA
| | - Noor Al-Hammadi
- Department of Health & Clinical Outcomes Research Saint Louis University School of Medicine St. Louis MO USA.,Advanced HEAlth Data (AHEAD) Institute Saint Louis University St. Louis MO USA
| | - Leslie J Hinyard
- Department of Health & Clinical Outcomes Research Saint Louis University School of Medicine St. Louis MO USA.,Advanced HEAlth Data (AHEAD) Institute Saint Louis University St. Louis MO USA
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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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26
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Agarwal S, Schechter C, Gonzalez J, Long JA. Racial-Ethnic Disparities in Diabetes Technology use Among Young Adults with Type 1 Diabetes. Diabetes Technol Ther 2021; 23:306-313. [PMID: 33155826 PMCID: PMC7994432 DOI: 10.1089/dia.2020.0338] [Citation(s) in RCA: 100] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Background: Recent studies highlight racial-ethnic disparities in insulin pump and continuous glucose monitor (CGM) use in people with type 1 diabetes (T1D), but drivers of disparities remain poorly understood beyond socioeconomic status (SES). Methods: We recruited a diverse sample of young adults (YA) with T1D from six diabetes centers across the United States, enrolling equal numbers of non-Hispanic (NH) White, NH Black, and Hispanic YA. We used multivariate logistic regression to examine to what extent SES, demographics, health care factors (care setting, clinic attendance), and diabetes self-management (diabetes numeracy, self-monitoring of blood glucose, and Self-Care Inventory score) explained insulin pump and CGM use in each racial-ethnic group. Results: We recruited 300 YA with T1D, aged 18-28 years. Fifty-two percent were publicly insured, and the mean hemoglobin A1c was 9.5%. Large racial-ethnic disparities in insulin pump and CGM use existed: 72% and 71% for NH White, 40% and 37% for Hispanic, and 18% and 28% for NH Black, respectively. After multiple adjustment, insulin pump and CGM use remained disparate: 61% and 53% for NH White, 49% and 58% for Hispanic, and 20 and 31% for NH Black, respectively. Conclusions: Insulin pump and CGM use was the lowest in NH Black, intermediate in Hispanic, and highest in NH White YA with T1D. SES was not the sole driver of disparities nor did additional demographic, health care, or diabetes-specific factors fully explain disparities, especially between NH Black and White YA. Future work should examine how minority YA preferences, provider implicit bias, systemic racism, and mistrust of medical systems help to explain disparities in diabetes technology use.
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Affiliation(s)
- Shivani Agarwal
- Fleischer Institute of Diabetes and Metabolism, New York-Regional Center for Diabetes Translation Research, Division of Endocrinology, Albert Einstein College of Medicine, Bronx, New York, USA
- Address correspondence to: Shivani Agarwal MD, MPH, Albert Einstein College of Medicine, 1180 Morris Park Avenue, Bronx, NY 10461, USA
| | - Clyde Schechter
- Department of Family and Social Medicine, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Jeffrey Gonzalez
- Fleischer Institute of Diabetes and Metabolism, New York-Regional Center for Diabetes Translation Research, Division of Endocrinology, Albert Einstein College of Medicine, Bronx, New York, USA
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, New York, USA
| | - Judith A. Long
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania, USA
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Shulman R, Nakhla M, Daneman D. The Ongoing Transmutation of Type 1 Diabetes: Disparities in Care and Outcomes. Can J Diabetes 2020; 45:381-382. [PMID: 33388276 DOI: 10.1016/j.jcjd.2020.11.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 11/13/2020] [Indexed: 12/16/2022]
Affiliation(s)
- Rayzel Shulman
- Department of Pediatrics, Division of Endocrinology, The Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada; Child Health Evaluative Sciences, SickKids Research Institute, Toronto, Ontario, Canada
| | - Meranda Nakhla
- Department of Pediatrics, Division of Endocrinology, Montreal Children's Hospital, Montreal, Québec, Canada; Center of Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montreal, Québec, Canada
| | - Denis Daneman
- Department of Pediatrics, Division of Endocrinology, The Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada.
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28
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Agarwal S, Kanapka LG, Raymond JK, Walker A, Gerard-Gonzalez A, Kruger D, Redondo MJ, Rickels MR, Shah VN, Butler A, Gonzalez J, Verdejo AS, Gal RL, Willi S, Long JA. Racial-Ethnic Inequity in Young Adults With Type 1 Diabetes. J Clin Endocrinol Metab 2020; 105:dgaa236. [PMID: 32382736 PMCID: PMC7457963 DOI: 10.1210/clinem/dgaa236] [Citation(s) in RCA: 126] [Impact Index Per Article: 25.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 05/05/2020] [Indexed: 12/13/2022]
Abstract
CONTEXT Minority young adults (YA) currently represent the largest growing population with type 1 diabetes (T1D) and experience very poor outcomes. Modifiable drivers of disparities need to be identified, but are not well-studied. OBJECTIVE To describe racial-ethnic disparities among YA with T1D and identify drivers of glycemic disparity other than socioeconomic status (SES). DESIGN Cross-sectional multicenter collection of patient and chart-reported variables, including SES, social determinants of health, and diabetes-specific factors, with comparison between non-Hispanic White, non-Hispanic Black, and Hispanic YA and multilevel modeling to identify variables that account for glycemic disparity apart from SES. SETTING Six diabetes centers across the United States. PARTICIPANTS A total of 300 YA with T1D (18-28 years: 33% non-Hispanic White, 32% non-Hispanic Black, and 34% Hispanic). MAIN OUTCOME Racial-ethnic disparity in HbA1c levels. RESULTS Non-Hispanic Black and Hispanic YA had lower SES, higher HbA1c levels, and much lower diabetes technology use than non-Hispanic White YA (P < 0.001). Non-Hispanic Black YA differed from Hispanic, reporting higher diabetes distress and lower self-management (P < 0.001). After accounting for SES, differences in HbA1c levels disappeared between non-Hispanic White and Hispanic YA, whereas they remained for non-Hispanic Black YA (+ 2.26% [24 mmol/mol], P < 0.001). Diabetes technology use, diabetes distress, and disease self-management accounted for a significant portion of the remaining non-Hispanic Black-White glycemic disparity. CONCLUSION This study demonstrated large racial-ethnic inequity in YA with T1D, especially among non-Hispanic Black participants. Our findings reveal key opportunities for clinicians to potentially mitigate glycemic disparity in minority YA by promoting diabetes technology use, connecting with social programs, and tailoring support for disease self-management and diabetes distress to account for social contextual factors.
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Affiliation(s)
- Shivani Agarwal
- Fleischer Institute for Diabetes and Metabolism, New York-Regional Center for Diabetes Translational Research, Division of Endocrinology, Albert Einstein College of Medicine, Bronx, NY
| | | | | | | | - Andrea Gerard-Gonzalez
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical Campus, Aurora, CO
| | | | - Maria J Redondo
- Baylor College of Medicine, Texas Children’s Hospital, Houston, TX
| | - Michael R Rickels
- Institute for Diabetes, Obesity & Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Viral N Shah
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Ashley Butler
- Baylor College of Medicine, Texas Children’s Hospital, Houston, TX
| | - Jeffrey Gonzalez
- Fleischer Institute for Diabetes and Metabolism, New York-Regional Center for Diabetes Translational Research, Division of Endocrinology, Albert Einstein College of Medicine, Bronx, NY
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
| | | | | | - Steven Willi
- Children’s Hospital of Philadelphia, Philadelphia, PA
| | - Judith A Long
- Institute for Diabetes, Obesity & Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA
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Bauer KW, Hilliard ME, Albright D, Lo SL, Fredericks EM, Miller AL. The Role of Parent Self-Regulation in Youth Type 1 Diabetes Management. Curr Diab Rep 2020; 20:37. [PMID: 32638126 PMCID: PMC8018188 DOI: 10.1007/s11892-020-01321-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE OF REVIEW Youth with strong self-regulation (SR), or the ability to manage thoughts, emotions, and behaviors, engage in more effective type 1 diabetes (T1D) management. However, while parent support and engagement are critical to ensuring positive youth T1D outcomes, it is rarely considered that parents' SR may also influence youth T1D management. If this is the case, novel interventions to improve parents' SR or ensure adequate support for parents with SR challenges offer great potential to improve family functioning and youth T1D management. RECENT FINDINGS Theoretical and preliminary empirical evidence suggests that parental SR impacts family processes that support youth T1D treatment regimen adherence. Furthermore, parent and youth SR likely interact, with high parent SR enhancing the positive effects of high youth SR or compensating for low youth SR. Continued research is needed to better understand the ways in which parent SR matters to youth T1D management and identify how to support improvements in T1D management among families of parents with low SR.
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Affiliation(s)
- Katherine W Bauer
- Department of Nutritional Sciences, University of Michigan School of Public Health, 3854 SPH I, 1415 Washington Heights, Ann Arbor, MI, 48109-2029, USA.
- Center for Human Growth and Development, University of Michigan, Ann Arbor, MI, USA.
| | - Marisa E Hilliard
- Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, TX, USA
| | - Dana Albright
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Sharon L Lo
- Center for Human Growth and Development, University of Michigan, Ann Arbor, MI, USA
| | - Emily M Fredericks
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Alison L Miller
- Center for Human Growth and Development, University of Michigan, Ann Arbor, MI, USA
- Department of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor, MI, USA
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30
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Marshall CJ, Rodriguez HP, Dyer W, Schmittdiel JA. Racial and Ethnic Disparities in Diabetes Care Quality among Women of Reproductive Age in an Integrated Delivery System. Womens Health Issues 2020; 30:191-199. [PMID: 32340896 DOI: 10.1016/j.whi.2020.03.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 03/12/2020] [Accepted: 03/13/2020] [Indexed: 01/24/2023]
Abstract
BACKGROUND Diabetes is increasingly prevalent among women of reproductive age, yet little is known about quality of diabetes care for this population at increased risk of diabetes complications and poor maternal and infant health outcomes. Previous studies have identified racial/ethnic disparities in diabetes care, but patterns among women of reproductive age have not been examined. METHODS This retrospective cohort study analyzed 2016 data from Kaiser Permanente Northern California, a large integrated delivery system. Outcomes were quality of diabetes care measures-glycemic testing, glycemic control, and medication adherence-among women ages 18 to 44 with type 1 or type 2 diabetes (N = 9,923). Poisson regression was used to estimate the association between patient race/ethnicity and each outcome, adjusting for other patient characteristics and health care use. RESULTS In this cohort, 83% of participants had type 2 diabetes; 31% and 36% of women with type 2 and type 1 diabetes, respectively, had poor glycemic control (hemoglobin A1c of ≥9%), and approximately one-third of women with type 2 diabetes exhibited nonadherence to diabetes medications. Compared with non-Hispanic White women with type 2 diabetes, non-Hispanic Black women (adjusted risk ratio, 1.2; 95% confidence interval, 1.1-1.3) and Hispanic women (adjusted risk ratio, 1.2; 95% confidence interval, 1.1-1.3) were more likely to have poor control. Findings among women with type 1 diabetes were similar. CONCLUSIONS Our findings indicate opportunities to decrease disparities and improve quality of diabetes care for reproductive-aged women. Elucidating the contributing factors to poor glycemic control and medication adherence in this population, particularly among Black, Hispanic, and Asian women, should be a high research and practice priority.
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Affiliation(s)
- Cassondra J Marshall
- School of Public Health, University of California, Berkeley, Berkeley, California.
| | - Hector P Rodriguez
- School of Public Health, University of California, Berkeley, Berkeley, California
| | - Wendy Dyer
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Julie A Schmittdiel
- Division of Research, Kaiser Permanente Northern California, Oakland, California
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31
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Abdoli S, Wilson GA, Higdon R, Davis A, Smither B. Diabetes detachment: How cultural, contextual, and personal barriers influence low-income young women with diabetes in Appalachia. Appl Nurs Res 2019; 47:32-37. [PMID: 31113543 DOI: 10.1016/j.apnr.2019.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2019] [Accepted: 03/24/2019] [Indexed: 10/27/2022]
Abstract
AIM This study explored the experiences of young low-income women with type 2 diabetes (T2D) in Appalachia, Tennessee. BACKGROUND Diabetes care remains suboptimal across the United States particularly in underserved communities. METHODS The study employed a descriptive qualitative case study collecting data using in-depth interview of a group of low-income women in their 20s with T2D. Data was analyzed using qualitative content analysis. RESULTS The findings identified three themes: "frustration and stigma lead to detachment care," "frozen by fear and unable to overcome resource limitations" and "social support and an empowered perspective lead to a positive outlook." Cultural barriers combined with contextual and personal barriers resulted in detachment from diabetes care among study participants. CONCLUSION Within Appalachia, leveraging the existing familism values along with culturally congruent education and support can help alleviating the burden of diabetes care.
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Affiliation(s)
- Samereh Abdoli
- University of Tennessee, College of Nursing, Knoxville, TN, United States of America.
| | - G Anthony Wilson
- University of Tennessee, Graduate School of Medicine, Department of Family Medicine, Knoxville, TN, United States of America
| | - Rebecca Higdon
- University of Tennessee, Graduate School of Medicine, Department of Family Medicine, Knoxville, TN, United States of America
| | - Altheria Davis
- University of Tennessee, College of Nursing, Knoxville, TN, United States of America
| | - Betsy Smither
- Oak Ridge Associated Universities, Oak Ridge, TN, United States of America
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