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Griggs S, Hernandez E, Bolton PJ, Strohl KP, Grey M, Kashyap SR, Li CSR, Hickman RL. Cognitive Behavioral Sleep Self-Management Intervention for Young Adults With Type 1 Diabetes (NCT04975230). Clin Nurs Res 2023; 32:560-570. [PMID: 36788436 PMCID: PMC10249334 DOI: 10.1177/10547738231154133] [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: 02/16/2023]
Abstract
The purpose of this study was to explore perceptions of the first dose of a cognitive behavioral sleep self-management intervention (CB-sleep) among young adults aged 18 to 25 years with type 1 diabetes (T1D). We used a qualitative descriptive approach to conduct in-depth semi-structured focused interviews with a purposive sample of 16 young adults with T1D, transitioning from adolescence to early adulthood. Interviews were audio-recorded, transcribed verbatim, and analyzed using qualitative content analysis. Participants described their sleep knowledge (previous, new, and additional), sleep health goals, along with barriers and facilitators of the CB-sleep intervention. Based on these results, we suggest CB-sleep is a useful modality with the potential to support sleep self-management in young adults with T1D during this complex life transition. Furthermore, CB-sleep could be incorporated into an existing diabetes self-management education and support program after pilot testing and determining efficacy to improve sleep and glycemic health.
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Alexopoulos AS, Jackson GL, Edelman D, Smith VA, Berkowitz TSZ, Woolson SL, Bosworth HB, Crowley MJ. Clinical factors associated with persistently poor diabetes control in the Veterans Health Administration: A nationwide cohort study. PLoS One 2019; 14:e0214679. [PMID: 30925177 PMCID: PMC6440639 DOI: 10.1371/journal.pone.0214679] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 03/18/2019] [Indexed: 01/22/2023] Open
Abstract
OBJECTIVE Patients with persistent poorly-controlled diabetes mellitus (PPDM) despite engagement in clinic-based care are at particularly high risk for diabetes complications and costs. Understanding this population's demographics, comorbidities and care utilization could guide strategies to address PPDM. We characterized factors associated with PPDM in a large sample of Veterans with type 2 diabetes. METHODS We identified a cohort of Veterans with medically treated type 2 diabetes, who received Veterans Health Administration primary care during fiscal years 2012 and 2013. PPDM was defined by hemoglobin A1c levels uniformly >8.5% during fiscal year (FY) 2012, despite engagement with care during this period. We used FY 2012 demographic, comorbidity and medication data to describe PPDM in relation to better-controlled diabetes patients and created multivariable models to examine associations between clinical factors and PPDM. We also constructed multivariable models to explore the association between PPDM and FY 2013 care utilization. RESULTS In our cohort of diabetes patients (n = 435,820), 12% met criteria for PPDM. Patients with PPDM were younger than better-controlled patients, less often married, and more often Black/African-American and Hispanic or Latino/Latina. Of included comorbidities, only retinopathy (OR 1.68, 95% confidence interval (CI): 1.63,1.73) and nephropathy (OR 1.26, 95% CI: 1.19,1.34) demonstrated clinically significant associations with PPDM. Complex insulin regimens such as premixed (OR 10.80, 95% CI: 10.11,11.54) and prandial-containing regimens (OR 18.74, 95% CI: 17.73,19.81) were strongly associated with PPDM. Patients with PPDM had higher care utilization, particularly endocrinology care (RR 3.56, 95% CI: 3.47,3.66); although only 26.4% of patients saw endocrinology overall. CONCLUSION PPDM is strongly associated with complex diabetes regimens, although heterogeneity in care utilization exists. While there is evidence of underutilization, inadequacy of available care may also contribute to PPDM. Our findings should inform tailored approaches to meet the needs of PPDM, who are among the highest-risk, highest-cost patients with diabetes.
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Affiliation(s)
- Anastasia-Stefania Alexopoulos
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America
- Division of Endocrinology, Duke University, Durham, NC, United States of America
| | - George L. Jackson
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America
- Department of Population Health Sciences, Duke University, Durham NC, United States of America
- Division of General Internal Medicine, Duke University, Durham NC, United States of America
| | - David Edelman
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America
- Division of General Internal Medicine, Duke University, Durham NC, United States of America
| | - Valerie A. Smith
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America
- Department of Population Health Sciences, Duke University, Durham NC, United States of America
- Division of General Internal Medicine, Duke University, Durham NC, United States of America
| | - Theodore S. Z. Berkowitz
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America
| | - Sandra L. Woolson
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America
| | - Hayden B. Bosworth
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America
- Department of Population Health Sciences, Duke University, Durham NC, United States of America
- Division of General Internal Medicine, Duke University, Durham NC, United States of America
- Department of Psychiatry & Behavioral Sciences, Duke University, Durham NC, United States of America
| | - Matthew J. Crowley
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America
- Division of Endocrinology, Duke University, Durham, NC, United States of America
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Migliore CL, Vorderstrasse A, Pan W, Melkus GD. Renal Disease Risk Factors Among Risk Groups Comprised of African American Women With Type 2 Diabetes: A Secondary Analysis. DIABETES EDUCATOR 2015. [PMID: 26202051 DOI: 10.1177/0145721715593814] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
PURPOSE The purpose of this study was to explore and describe the prevalence of renal disease risk factors and the categorization of renal disease risk groups among African American women with type 2 diabetes mellitus (T2DM) who participated in a self-management and coping skills training intervention. We also explored and described the change in renal disease risk factors within and between risk groups, determining if participation in a culturally relevant coping skills training intervention decreased renal disease risk. METHODS This study was a secondary analysis of data from a longitudinal intervention study and included all 109 African American women with T2DM from the primary intervention study. This study examined the prevalence of 4 renal disease risk factors among the women at baseline via descriptive statistics, used cluster analysis to divide the women into risk groups and categorize the risk groups, and also measured the change in risk factors over time among risk groups via mixed modeling. RESULTS A majority of the women had a hemoglobin A1C ≥7% (62.39%) and were obese (75.93%). The high-risk cluster displayed clinically significant declines in mean systolic blood pressure, triglycerides, and A1C in both the control and intervention groups, and the intervention was more effective in reducing triglycerides and A1C levels among high-risk participants than low-risk. Overall, the control, high-risk group exhibited the largest declines in systolic blood pressure, triglycerides, and A1C. CONCLUSIONS This study displays the importance of acknowledging African American women with type 2 diabetes mellitus (T2DM) at high risk for renal disease in health care settings, which is often overlooked, and realizing that renal disease risk reduction is obtainable.
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Affiliation(s)
- Casey L Migliore
- Duke University School of Nursing, Durham, North Carolina (Dr Migliore, Dr Vorderstrasse, Dr Pan)
| | - Allison Vorderstrasse
- Duke University School of Nursing, Durham, North Carolina (Dr Migliore, Dr Vorderstrasse, Dr Pan)
| | - Wei Pan
- Duke University School of Nursing, Durham, North Carolina (Dr Migliore, Dr Vorderstrasse, Dr Pan)
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Casten RJ, Brawer R, Haller JA, Hark LA, Henderer J, Leiby B, Murchison AP, Plumb J, Rovner BW, Weiss DM. Trial of a behavioral intervention to increase dilated fundus examinations in African–Americans aged over 65 years with diabetes. EXPERT REVIEW OF OPHTHALMOLOGY 2014. [DOI: 10.1586/eop.11.69] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Egede LE, Gebregziabher M, Hunt KJ, Axon RN, Echols C, Gilbert GE, Mauldin PD. Regional, geographic, and racial/ethnic variation in glycemic control in a national sample of veterans with diabetes. Diabetes Care 2011; 34:938-43. [PMID: 21335370 PMCID: PMC3064054 DOI: 10.2337/dc10-1504] [Citation(s) in RCA: 75] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE We performed a retrospective analysis of a national cohort of veterans with diabetes to better understand regional, geographic, and racial/ethnic variation in diabetes control as measured by HbA(1c). RESEARCH DESIGN AND METHODS A retrospective cohort study was conducted in a national cohort of 690,968 veterans with diabetes receiving prescriptions for insulin or oral hypoglycemic agents in 2002 that were followed over a 5-year period. The main outcome measures were HbA(1c) levels (as continuous and dichotomized at ≥8.0%). RESULTS Relative to non-Hispanic whites (NHWs), HbA(1c) levels remained 0.25% higher in non-Hispanic blacks (NHBs), 0.31% higher in Hispanics, and 0.14% higher in individuals with other/unknown/missing racial/ethnic group after controlling for demographics, type of medication used, medication adherence, and comorbidities. Small but statistically significant geographic differences were also noted with HbA(1c) being lowest in the South and highest in the Mid-Atlantic. Rural/urban location of residence was not associated with HbA(1c) levels. For the dichotomous outcome poor control, results were similar with race/ethnic group being strongly associated with poor control (i.e., odds ratios of 1.33 [95% CI 1.31-1.35] and 1.57 [1.54-1.61] for NHBs and Hispanics vs. NHWs, respectively), geographic region being weakly associated with poor control, and rural/urban residence being negligibly associated with poor control. CONCLUSIONS In a national longitudinal cohort of veterans with diabetes, we found racial/ethnic disparities in HbA(1c) levels and HbA(1c) control; however, these disparities were largely, but not completely, explained by adjustment for demographic characteristics, medication adherence, type of medication used to treat diabetes, and comorbidities.
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Affiliation(s)
- Leonard E Egede
- Center for Disease Prevention and Health Interventions for Diverse Populations, Ralph H. Johnson Veterans Affairs Medical Center, Charleston, South Carolina, USA.
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An integrative review of interventions to reduce peripheral arterial disease risk factors in African Americans. JOURNAL OF VASCULAR NURSING 2009; 27:31-45. [DOI: 10.1016/j.jvn.2009.02.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2009] [Revised: 02/19/2009] [Accepted: 02/23/2009] [Indexed: 11/23/2022]
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Melkus GD, Whittemore R, Mitchell J. Type 2 diabetes in urban black and rural white women. DIABETES EDUCATOR 2009; 35:293-301. [PMID: 19204103 DOI: 10.1177/0145721708327532] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE The purpose of this secondary analysis was to describe and compare physiological, psychosocial, and self-management characteristics of urban black and rural white women with type 2 diabetes (T2D) in the northeast United States. METHODS A descriptive, cross-sectional secondary analysis was conducted with baseline data from 2 independent study samples: rural white women and urban black women. RESULTS Results revealed the sample were on average educated, working, low-income, mid-life women with poor glycemic and blood pressure control, despite having a usual source of primary care. When compared, black women were younger, had lower income levels, worked more, and were often single and/or divorced. They had worse glycemic control, significantly higher levels of diabetes-related emotional distress, and less support than white women. CONCLUSION Despite differences in geography and study findings, both groups had suboptimal physiological and psychosocial levels that impede self-management. These findings serve to aid in the understanding of health disparities, emphasizing the importance of developing and evaluating effective interventions of diabetes care for women with T2D.
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Bleyer AJ, Hire D, Russell GB, Xu J, Divers J, Shihabi Z, Bowden DW, Freedman BI. Ethnic variation in the correlation between random serum glucose concentration and glycated haemoglobin. Diabet Med 2009; 26:128-33. [PMID: 19236614 DOI: 10.1111/j.1464-5491.2008.02646.x] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
AIMS To determine if the relationship between serum glucose concentration and glycated haemoglobin is different between African-Americans and whites. METHODS Retrospective cross-sectional study comparing the association between glycated haemoglobin and serum glucose levels, based upon ethnicity. Two databases were evaluated: (i) 4215 African-American and 6359 white outpatients who had simultaneous glycated haemoglobin, random serum glucose and creatinine concentration measurements between 2000 and 2007 at the North Carolina Baptist Hospital and (ii) 1021 white and 312 African-American Diabetes Heart Study (DHS) participants. RESULTS In North Carolina Baptist Hospital clinic attendees, a given glycated haemoglobin was associated with higher serum glucose concentrations in African-Americans compared with whites. In a multivariate model with glycated haemoglobin as the outcome variable, racial differences remained significant after adjustment for serum glucose, age, gender and kidney function. For individuals with a serum glucose between 5.6 and 8.3 mmol/l, the glucose : glycated haemoglobin ratio was 1.03 +/- 0.16 mmol/l/% in white individuals and 0.99 +/- 0.17 mmol/l/% in African-Americans (P < 0.0001). For a glycated haemoglobin value of 7.0%, there was a 0.98-mmol/l difference in predicted serum glucose concentration in 50-year-old African-American men, relative to white. Results were replicated in the DHS, where in a best-fit linear model, after adjustment for glucose, African-American race was a significant predictor of glycated haemoglobin (P < 0.0001). CONCLUSIONS African-Americans have higher glycated haemoglobin values at given serum glucose concentrations relative to whites. This finding may contribute to the observed difference in glycated haemoglobin values reported between these race groups.
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Affiliation(s)
- A J Bleyer
- Section on Nephrology, Wake Forest University School of Medicine, Winston-Salem, NC 27157, USA.
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Tang TS, Brown MB, Funnell MM, Anderson RM. Social support, quality of life, and self-care behaviors amongAfrican Americans with type 2 diabetes. THE DIABETES EDUCATOR 2008; 34:266-76. [PMID: 18375776 DOI: 10.1177/0145721708315680] [Citation(s) in RCA: 207] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE The purpose of this study was to examine social support and its relationship to diabetes-specific quality of life and self-care behaviors in African Americans with type 2 diabetes. METHODS The study followed a cross-sectional, observational design and recruited 89 African American adults, age 40 and older (mean = 60, SD = 10.5), diagnosed with type 2 diabetes. Participants completed measures assessing diabetes-specific quality of life, self-care behaviors (healthy eating, physical activity, self-monitoring of blood glucose, foot care, medication and/or insulin use), demographic background, and diabetes-related social support. Diabetes-related social support variables included amount of social support received, satisfaction with support, positive support behavior, negative support behavior, and primary source of support. RESULTS Stepwise regressions, controlling for demographic variables, were conducted to identify predictors of diabetes-specific quality of life and self-care behaviors from the diabetes-related social support variables. Satisfaction with support was a predictor for improved diabetes-specific quality of life (r = -.579, P < .001) and blood glucose monitoring (r = .258, P < .05). Positive support behavior was a predictor for following a healthy eating plan (r = .280, P < .05), spacing out carbohydrates evenly throughout the day (r = .367, P < .01), and performing physical activity at least 30 minutes per day (r = .296, P < .05). Negative support behavior was a predictor for not taking medication as recommended (r = -.348, P < .01). CONCLUSIONS Findings indicate that social support plays a role in diabetes-specific quality of life and self-management practices. Social support encompasses multiple dimensions that differentially influence specific diabetes health-related outcomes and behaviors.
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Affiliation(s)
- Tricia S Tang
- The University of Michigan Department of Medical Education, University of Michigan Medical School, and Michigan Diabetes Research and Training Center
| | - Morton B Brown
- The University of Michigan Department of Medical Education, University of Michigan Medical School, and Michigan Diabetes Research and Training Center
| | - Martha M Funnell
- The University of Michigan Department of Medical Education, University of Michigan Medical School, and Michigan Diabetes Research and Training Center
| | - Robert M Anderson
- The University of Michigan Department of Medical Education, University of Michigan Medical School, and Michigan Diabetes Research and Training Center
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Bebakar WMW, Chow CC, Kadir KA, Suwanwalaikorn S, Vaz JA, Bech OM. Adding biphasic insulin aspart 30 once or twice daily is more efficacious than optimizing oral antidiabetic treatment in patients with type 2 diabetes. Diabetes Obes Metab 2007; 9:724-32. [PMID: 17593237 DOI: 10.1111/j.1463-1326.2007.00743.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
AIM To evaluate the efficacy and safety of adding biphasic insulin aspart 30 (BIAsp30; NovoMix 30) to existing oral antidiabetic agents (OADs) vs. optimizing OADs in a subgroup of Western Pacific patients with type 2 diabetes inadequately controlled on oral monotherapy or oral combination therapy. METHODS This 26-week, multi-centre, open-labelled, randomized, two-arm parallel trial consisted of a 2-week screening period, followed by 24 weeks of treatment. Subjects randomized to BIAsp30 treatment (n = 129) received BIAsp30 once daily (o.d.) at dinnertime between Week 2 and Week 14, and those not reaching treatment targets were switched to twice daily (b.i.d.) BIAsp30 at Week 14 (n = 50). Subjects randomized to the OAD-only arm (n = 63) continued with their previous OAD treatment and, in an attempt to reach treatment goals, the dose was optimized (but OAD unchanged) in accordance to local treatment practice and labelling. RESULTS Significantly greater reductions in HbA(1c) over Weeks 0-13 with BIAsp30 (o.d.) vs. OAD-only treatment (1.16 vs. 0.58%; p < 0.001), and over Weeks 0-26, with BIAsp30 (o.d.) and BIAsp30 (b.i.d.) treatments vs. OAD-only treatment (1.24 vs. 1.34 vs. 0.67%; p < 0.01). Hypoglycaemic episodes were reported in 54% of the patients in BIAsp30 (o.d. and b.i.d. pooled) and 30% of the patients in OAD-only group. All episodes were minor or symptomatic, except for one in each treatment group, which was major. CONCLUSIONS Initiating BIAsp30 treatment is a safe and more effective way to improve glycaemic control in Western Pacific patients with type 2 diabetes inadequately controlled with oral monotherapy or oral combination therapy compared with optimizing oral combination therapy alone. In patients not reaching treatment target on BIAsp30 (o.d.), treatment with BIAsp30 (b.i.d.) should be considered.
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Affiliation(s)
- W M W Bebakar
- Department of Medicine, Hospital Universiti Sains Malaysia, Kelantan, Malaysia.
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Feathers JT, Kieffer EC, Palmisano G, Anderson M, Janz N, Spencer MS, Guzman R, James SA. The development, implementation, and process evaluation of the REACH Detroit Partnership's Diabetes Lifestyle Intervention. THE DIABETES EDUCATOR 2007; 33:509-20. [PMID: 17570882 DOI: 10.1177/0145721707301371] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE The purpose of this article was to describe the development, implementation, and process evaluation findings of a culturally tailored diabetes lifestyle intervention for African Americans and Latinos. METHODS African American and Latino adults with type 2 diabetes from 3 health care systems in Detroit, Michigan, participated in diabetes lifestyle intervention of the Racial and Ethnic Approaches to Community Health Detroit Partnership. The intervention curricula were culturally and linguistically tailored for each population. Trained community residents delivered the curricula in 5 group meetings aimed at improving dietary, physical activity, and diabetes self-care behaviors of study participants. The aims of the process evaluation were to assess participant satisfaction with the intervention, utility, and applicability of information and cultural relevance of intervention materials. Content analysis was used to analyze qualitative data. Matrices were developed along thematic lines, and common themes were determined by grouping responses by question. RESULTS Ninety-eight percent of participants attended 1 or more intervention classes; 41% attended all 5 meetings. Attendance rates ranged from 59% to 88% for individual meetings. Participants reported that program information and activities were useful, culturally relevant, and applicable to diabetes self-management. Participants also appreciated the convenient community location for meetings and the social support received from other participants. CONCLUSIONS A community-based, culturally tailored diabetes lifestyle intervention delivered by trained community residents was associated with high participant satisfaction and retention.
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Affiliation(s)
- Jacqueline Two Feathers
- The School of Public Health, Department of Health Behavior and Health Education (Dr. Two Feathers, Dr. Kieffer, Dr. Janz)
- Dr Two Feathers is now at the Alaska Native Tribal Health Consortium in Anchorage, Alaska
| | - Edith C Kieffer
- The School of Public Health, Department of Health Behavior and Health Education (Dr. Two Feathers, Dr. Kieffer, Dr. Janz)
- Dr Kieffer is now in the School of Social Work, University of Michigan, Ann Arbor
| | - Gloria Palmisano
- Community Health and Social Services, Inc, Detroit, Michigan (Dr. Palmisano, Dr. Anderson and Mr. Guzman)
| | - Mike Anderson
- Community Health and Social Services, Inc, Detroit, Michigan (Dr. Palmisano, Dr. Anderson and Mr. Guzman)
| | - Nancy Janz
- The School of Public Health, Department of Health Behavior and Health Education (Dr. Two Feathers, Dr. Kieffer, Dr. Janz)
| | - Michael S Spencer
- The School of Social Work University of Michigan, Ann Arbor (Dr. Spencer)
| | - Ricardo Guzman
- Community Health and Social Services, Inc, Detroit, Michigan (Dr. Palmisano, Dr. Anderson and Mr. Guzman)
| | - Sherman A James
- The School of Public Health, Departments of Epidemiology and Health Behavior and Health Education (Dr. James)
- Dr James is now the Susan B. King professor of public policy studies and professor of sociology and family and community medicine at Duke University, Durham, North Carolina
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Kirk JK, D'Agostino RB, Bell RA, Passmore LV, Bonds DE, Karter AJ, Narayan KMV. Disparities in HbA1c levels between African-American and non-Hispanic white adults with diabetes: a meta-analysis. Diabetes Care 2006; 29:2130-6. [PMID: 16936167 PMCID: PMC3557948 DOI: 10.2337/dc05-1973] [Citation(s) in RCA: 270] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Among individuals with diabetes, a comparison of HbA(1c) (A1C) levels between African Americans and non-Hispanic whites was evaluated. Data sources included PubMed, Web of Science, the Cumulative Index to Nursing and Allied Health, the Cochrane Library, the Combined Health Information Database, and the Education Resources Information Center. RESEARCH DESIGN AND METHODS We executed a search for articles published between 1993 and 2005. Data on sample size, age, sex, A1C, geographical location, and study design were extracted. Cross-sectional data and baseline data from clinical trials and cohort studies for African Americans and non-Hispanic whites with diabetes were included. Diabetic subjects aged <18 years and those with pre-diabetes or gestational diabetes were excluded. We conducted a meta-analysis to estimate the difference in the mean values of A1C for African Americans and non-Hispanic whites. RESULTS A total of 391 studies were reviewed, of which 78 contained A1C data. Eleven had data on A1C for African Americans and non-Hispanic whites and met selection criteria. A meta-analysis revealed the standard effect to be 0.31 (95% CI 0.39-0.25). This standard effect correlates to an A1C difference between groups of approximately 0.65%, indicating a higher A1C across studies for African Americans. Grouping studies by study type (cross-sectional or cohort), method of data collection for A1C (chart review or blood draw), and insurance status (managed care or nonmanaged care) showed similar results. CONCLUSIONS The higher A1C observed in this meta-analysis among African Americans compared with non-Hispanic whites may contribute to disparity in diabetes morbidity and mortality in this population.
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Affiliation(s)
- Julienne K Kirk
- Family and Community Medicine, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157-1084, USA.
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Adams AS, Zhang F, Mah C, Grant RW, Kleinman K, Meigs JB, Ross-Degnan D. Race differences in long-term diabetes management in an HMO. Diabetes Care 2005; 28:2844-9. [PMID: 16306543 DOI: 10.2337/diacare.28.12.2844] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE We examined race differences in diabetes outcomes over 4-8 years in a single HMO. RESEARCH DESIGN AND METHODS We identified black and white adult diabetic patients who were continuously enrolled (1992-2001) and in whom diabetes was 1) diagnosed before 1994 (n = 1,686) or 2) newly diagnosed in 1994-1997 (n = 1,280). We used hierarchical models to estimate the effect of race on average annual HbA(1c) (A1C) controlling for baseline A1C, BMI, and age, as well as annual measures of type of diabetes medications, diabetes-related hospitalization, time and the number of A1C tests, physician visits, and nondiabetes medications. Stratifying by sex accounted for significant interactions between sex and race. RESULTS At baseline, black and white patients had similar rates of A1C testing and physician visits, but blacks had higher unadjusted A1C values. In multivariate models, among patients with previously diagnosed diabetes, average A1C was nonsignificantly 0.11 higher (95% CI -0.12 to 0.34) in black than in white men but was 0.30 higher (0.14-0.46; P = 0.0007) in black than in white women. Among patients with newly diagnosed diabetes, the adjusted black-white gap was 0.49 among men (0.17-0.80; P = 0.007) and was 0.05 among women (-0.20 to -0.31), which was positive but not significant. CONCLUSIONS Factors other than the quality of care may explain persistent race differences in A1C in this setting. Future interventions should target normalization of A1C by identifying potential psychosocial barriers to therapy intensification among patients and clinicians and development of culturally appropriate interventions to aid patients in successful self-management.
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Affiliation(s)
- Alyce S Adams
- Department of Ambulatory Care and Prevention, Harvard Medical School and Harvard Pilgrim Health Care, 133 Brookline Ave., 6th Floor, Boston, MA 02215, USA.
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Ng TP, Goh LG, Tan Y, Tan E, Leong H, Tay EG, Thai AC. Ethnic differences in glycaemic control in adult Type 2 diabetic patients in primary care: a 3-year follow-up study. Diabet Med 2005; 22:1598-604. [PMID: 16241927 DOI: 10.1111/j.1464-5491.2005.01759.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To evaluate ethnic differences and characteristics related to glycaemic control in patients with Type 2 diabetes in primary care. RESEARCH DESIGN AND METHODS Prospective cohort study; 500 adult patients with Type 2 diabetes, who were not on insulin therapy, were followed up annually for 3 years. HbA(1c) at baseline and 3-year changes and subsequent insulin therapy were related to baseline characteristics. RESULTS Malay patients had significantly higher HbA(1c) (mean 8.7% +/- sd 1.66) compared with Chinese (8.2 +/- sd 1.67) and Indian (8.2 +/- sd 1.55) (P = 0.032) at baseline, and consistently for all years of HbA(1c) assessment (P = 0.017). At baseline, Malay patients were significantly more obese than Chinese or Indians (P < 0.001); fewer of them received structured shared-care intervention (P = 0.001), but they had a significantly higher glucose control educational score (P < 0.05). Multivariable analyses showed that HbA(1c) at baseline was significantly related to age (P = 0.001), BMI (P = 0.031) and ethnicity (P = 0.002). HbA(1c) declined significantly over 3 years in the whole population and in all ethnic groups. Significantly greater HbA(1c) declines were associated with higher baseline HbA(1c), structured shared-care intervention and non-insulin therapy. Correcting for differences on these factors, the decline in HbA(1c) in Malays was significantly less than in the Chinese. Insulin therapy was associated with higher baseline HbA(1c) and higher BMI. CONCLUSIONS Malay ethnicity was associated with persistently poor glycaemic control. Sociocultural and behavioural factors should be addressed in improving care for patients with poorly controlled diabetes.
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Affiliation(s)
- T-P Ng
- Department of Psychological Medicine, Occupational and Family Medicine, National University of Singapore, 5 Lower Kent Ridge Road, Singapore 119074.
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Kirk JK, Bell RA, Bertoni AG, Arcury TA, Quandt SA, Goff DC, Narayan KMV. Ethnic disparities: control of glycemia, blood pressure, and LDL cholesterol among US adults with type 2 diabetes. Ann Pharmacother 2005; 39:1489-501. [PMID: 16076917 DOI: 10.1345/aph.1e685] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
OBJECTIVE To examine ethnic disparities in the quality of diabetes care among adults with diabetes in the US through a systematic qualitative review. DATA SOURCES Material published in the English language was searched from 1993 through June 2003 using PubMed, Web of Science, Cumulative Index to Nursing and Allied Health, the Cochrane Library, Combined Health Information Database, and Education Resources Information Center. STUDY SELECTION AND DATA EXTRACTION Studies of patients with diabetes in which at least 50% of study participants were ethnic minorities and studies that made ethnic group comparisons were eligible. Research on individuals having prediabetes, those <18 years of age, or women with gestational diabetes were excluded. Reviewers used a reproducible search strategy. A standardized abstraction and grading of articles for publication source and content were used. Data on glycemia, blood pressure, and low-density lipoprotein cholesterol (LDL-C) were extracted in patients with diabetes. A total of 390 studies were reviewed, with 78 meeting inclusion criteria. DATA SYNTHESIS Ethnic minorities had poorer outcomes of care than non-Hispanic whites. These disparities were most pronounced for glycemic control and least evident for LDL-C control. Most studies showed blood pressure to be poorly controlled among ethnic minorities. CONCLUSIONS Control of risk factors for diabetes (glycemia, blood pressure, LDL-C) is challenging and requires routine assessment. These findings indicate that additional efforts are needed to promote diabetes quality of care among minority populations.
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Affiliation(s)
- Julienne K Kirk
- Department of Family and Community Medicine, Wake Forest University School of Medicine, Winston-Salem, NC 27157-1084, USA.
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Lanting LC, Joung IMA, Mackenbach JP, Lamberts SWJ, Bootsma AH. Ethnic differences in mortality, end-stage complications, and quality of care among diabetic patients: a review. Diabetes Care 2005; 28:2280-8. [PMID: 16123507 DOI: 10.2337/diacare.28.9.2280] [Citation(s) in RCA: 294] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To determine the influence of ethnic differences in diabetes care on inequalities in mortality and prevalence of end-stage complications among diabetic patients. The following questions were examined: 1) Are there ethnic differences among diabetic patients in mortality and end-stage complications and 2) are there ethnic differences among diabetic patients in quality of care? RESEARCH DESIGN AND METHODS A review of the literature on ethnic differences in the prevalence of complications and mortality among diabetic patients and in the quality of diabetes care was performed by systematically searching articles on Medline published from 1987 through October 2004. RESULTS A total of 51 studies were included, mainly conducted in the U.S. and the U.K. In general, after adjusting for confounders, diabetic patients from ethnic minorities had higher mortality rates and higher risk of diabetes complications. After additional adjustment for risk factors such as smoking, socioeconomic status, income, years of education, and BMI, in most instances ethnic differences disappear. Nevertheless, blacks and Hispanics in the U.S. and Asians in the U.K. have an increased risk of end-stage renal disease, and blacks and Hispanics in the U.S. have an increased risk of retinopathy. Intermediate outcomes of care were worse in blacks, and they were inclined to be worse in Hispanics. Likewise, ethnic differences in quality of care in the U.S. exist: process of care was worse in blacks. CONCLUSIONS Given the fact that there are ethnic differences in diabetes care and that ethnic differences in some diabetes complications persist after adjustment for risk factors other than diabetes care, it seems the case that ethnic differences in diabetes care contribute to the more adverse disease outcomes of diabetic patients from some ethnic minority groups. Although no generalizations can be made for all ethnic groups in all regions for all kinds of complications, the results do implicate the importance of quality of care in striving for equal health outcomes among ethnic minorities.
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Affiliation(s)
- Loes C Lanting
- Department of Public Health, Erasmus University Medical Center, Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, Netherlands.
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Cook CB, McMichael JP, Lieberman R, Mann LJ, King EC, New KM, Vaughn PS, Dunbar VG, Caudle JM. The Intelligent Dosing System: application for insulin therapy and diabetes management. Diabetes Technol Ther 2005; 7:58-71. [PMID: 15738704 DOI: 10.1089/dia.2005.7.58] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Diabetes mellitus is an increasing public health problem. Insulin is an essential tool in the management of hyperglycemia, but methods of dose adjustment are purely empirical. The Intelligent Dosing System (IDS, Dimensional Dosing Systems, Inc., Wexford, PA) is a software suite that incorporates patient-specific, dose-response data in a mathematical model and then calculates the new dose of the medication needed to achieve the next desired therapeutic goal. We discuss the application of the IDS in insulin management. The IDS concept and the initial modeling used to construct an insulin doser are reviewed first. Additional data are then provided on the use of the IDS for titrating insulin therapy in a clinical setting. Finally, recent modifications in the IDS software and future applications of this technology for insulin dosing and diabetes management are discussed.
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Affiliation(s)
- Curtiss B Cook
- Division of Endocrinology, Mayo Clinic, Scottsdale, Arizona 85259, USA.
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Tang TS, Gillard ML, Funnell MM, Nwankwo R, Parker E, Spurlock D, Anderson RM. Developing a new generation of ongoing: Diabetes self-management support interventions: a preliminary report. THE DIABETES EDUCATOR 2005; 31:91-7. [PMID: 15779250 DOI: 10.1177/0145721704273231] [Citation(s) in RCA: 77] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
PURPOSE The study examined the feasibility, acceptability, and potential impact of an innovative, community-based, ongoing self-management intervention aimed at enhancing and sustaining self-care behaviors over the long term among urban African Americans with type 2 diabetes. METHODS Sixty-two African American men and women completed the study. Participants were invited to attend 24 weekly, consecutive, diabetes self-management support/ education groups. The flow of the weekly group sessions was guided by questions and concerns of the patients. Baseline and 6-month follow-up metabolic functioning, lipid profiles, cardiovascular functioning, and self-care behaviors were assessed. RESULTS Ninety percent (n = 56) of the sample attended at least 1 session; 40% attended at least 12 or more sessions. Paired t tests found significant improvements in body mass index (P < .001), total cholesterol (P < .01), high-density lipoprotein (P < .05), and low-density lipoprotein (P < .001). Significant increases were also found for self-care behaviors (P < .05). CONCLUSIONS Preliminary evidence suggests that participation in this weekly problem-based, self-management support intervention can yield diabetes-related health benefits.
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Affiliation(s)
- Tricia S Tang
- The University of Michigan Department of Medical Education, University of Michigan Medical School, and Michigan
Research and Training Center
| | - Mary Lou Gillard
- The University of Michigan Department of Medical Education, University of Michigan Medical School, and Michigan
Research and Training Center
| | - Martha M Funnell
- The University of Michigan Department of Medical Education, University of Michigan Medical School, and Michigan
Research and Training Center
| | - Robin Nwankwo
- The University of Michigan Department of Medical Education, University of Michigan Medical School, and Michigan
Research and Training Center
| | - Ebony Parker
- The University of Michigan Department of Medical Education, University of Michigan Medical School, and Michigan
Research and Training Center
| | - David Spurlock
- The University of Michigan Department of Medical Education, University of Michigan Medical School, and Michigan
Research and Training Center
| | - Robert M Anderson
- The University of Michigan Department of Medical Education, University of Michigan Medical School, and Michigan
Research and Training Center
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Horowitz CR, Colson KA, Hebert PL, Lancaster K. Barriers to buying healthy foods for people with diabetes: evidence of environmental disparities. Am J Public Health 2004; 94:1549-54. [PMID: 15333313 PMCID: PMC1448492 DOI: 10.2105/ajph.94.9.1549] [Citation(s) in RCA: 267] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES A community coalition compared the availability and cost of diabetes-healthy foods in a racial/ethnic minority neighborhood in East Harlem, with those in the adjacent, largely White and affluent Upper East Side in New York City. METHODS We documented which of 173 East Harlem and 152 Upper East Side grocery stores stocked 5 recommended foods. RESULTS Overall, 18% of East Harlem stores stocked recommended foods, compared with 58% of stores in the Upper East Side (P <.0001). Only 9% of East Harlem bodegas (neighborhood stores) carried all items (vs 48% of Upper East Side bodegas), though East Harlem had more bodegas. East Harlem residents were more likely than Upper East Side residents (50% vs 24%) to have stores on their block that did not stock recommended foods and less likely (26% vs 30%) to have stores on their block that stocked recommended foods. CONCLUSIONS A greater effort needs to be made to make available stores that carry diabetes-healthy foods.
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Affiliation(s)
- Carol R Horowitz
- Department of Health Policy, Mount Sinai School of Medicine, New York, NY 10029, USA.
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20
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Cook CB, Mann LJ, King EC, New KM, Vaughn PS, Dames FD, Dunbar VG, Caudle JM, Tsui C, George CD, McMichael JP. Management of insulin therapy in urban diabetes patients is facilitated by use of an intelligent dosing system. Diabetes Technol Ther 2004; 6:326-35. [PMID: 15198835 DOI: 10.1089/152091504774198016] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
The Intelligent Dosing System (IDS, Dimensional Dosing Systems, Inc., Wexford, PA) is a software suite that incorporates patient-specific, dose-response data in a mathematical model, and then calculates the new dose of agent needed to achieve the next desired therapeutic goal. We evaluated use of the IDS for titrating insulin therapy. The IDS was placed on handheld platforms and provided to practitioners to use in adjusting total daily insulin dose. Fasting glucose, random glucose, and hemoglobin A1c were used as markers against which insulin could be adjusted. Values of markers expected at the next follow-up visit, as predicted by the model, were compared with levels actually observed. For 264 patients, 334 paired visits were analyzed. Average age was 54 years, diabetes' duration was 10 years, and body mass index was 33.2 kg/m(2); 57% were female, 88% were African American, and 92% had type 2 diabetes. The correlation between IDS suggested and actual prescribed total daily dose was high (r = 0.99), suggesting good acceptability of the IDS by practitioners. Significant decreases in fasting glucose, random glucose, and hemoglobin A1c levels were seen (all P < 0.0001). No significant difference between average expected and observed follow-up fasting glucose values was found (145 vs. 149 mg/dL, P = 0.42), and correlation was high (r = 0.79). Mean observed random glucose value at follow-up was comparable to the IDS predicted level (167 vs. 168 mg/dL, P = 0.97), and correlation was high (r = 0.73). Observed follow-up hemoglobin A1c was higher than the value expected (7.9% vs. 7.4%, P < 0.0055), but correlation was good (r = 0.70). These analyses suggest the IDS is a useful adjunct for decisions regarding insulin therapy even when using a variety of markers of glucose control, and can be used by practitioners to assist in attainment of glycemic goals.
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Affiliation(s)
- Curtiss B Cook
- Division of Endocrinology, Mayo Clinic, Scottsdale, Arizona 85259, USA.
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Wanko NS, Brazier CW, Young-Rogers D, Dunbar VG, Boyd B, George CD, Rhee MK, el-Kebbi IM, Cook CB. Exercise preferences and barriers in urban African Americans with type 2 diabetes. THE DIABETES EDUCATOR 2004; 30:502-13. [PMID: 15208848 DOI: 10.1177/014572170403000322] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
PURPOSE The purpose of this study was to determine physical activity preferences and barriers to exercise in an urban diabetes clinic population. METHODS A survey was conducted of all patients attending the clinic for the first time. Evaluation measures were type and frequency of favorite leisure-time physical activity, prevalence and types of reported barriers to exercise, and analysis of patient characteristics associated with reporting an obstacle to exercise. RESULTS For 605 patients (44% male, 89% African American, mean age = 50 years, mean duration of diabetes = 5.6 years), the average frequency of leisure activity was 3.5 days per week (mean time = 45 minutes per session). Walking outdoors was preferred, but 52% reported an exercise barrier (predominantly pain). Patients who cited an impediment to physical activity exercised fewer days per week and less time each session compared with persons without a barrier. Increasing age, body mass index, college education, and being a smoker increased the odds of reporting a barrier; being male decreased the chances. Men reported more leisure-time physical activity than women. Exercise preferences and types of barriers changed with age. CONCLUSIONS Recognition of patient exercise preferences and barriers should help in developing exercise strategies for improving glycemic control.
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Affiliation(s)
- Nancy S Wanko
- Department of Medicine, Emory University, and the Grady Health System, Atlanta, Georgia, USA
| | - Carol W Brazier
- Department of Medicine, Emory University, and the Grady Health System, Atlanta, Georgia, USA
| | - Denine Young-Rogers
- Department of Medicine, Emory University, and the Grady Health System, Atlanta, Georgia, USA
| | - Virginia G Dunbar
- Department of Medicine, Emory University, and the Grady Health System, Atlanta, Georgia, USA
| | - Barbara Boyd
- Department of Medicine, Emory University, and the Grady Health System, Atlanta, Georgia, USA
| | - Christopher D George
- Department of Medicine, Emory University, and the Grady Health System, Atlanta, Georgia, USA
| | - Mary K Rhee
- Department of Medicine, Emory University, and the Grady Health System, Atlanta, Georgia, USA
| | - Imad M el-Kebbi
- Department of Medicine, Emory University, and the Grady Health System, Atlanta, Georgia, USA
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D'Eramo-Melkus G, Spollett G, Jefferson V, Chyun D, Tuohy B, Robinson T, Kaisen A. A Culturally competent intervention of education and care for black women with type 2 diabetes. Appl Nurs Res 2004; 17:10-20. [PMID: 14991551 DOI: 10.1016/j.apnr.2003.10.009] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
This article reports on the development and pilot feasibility testing of a culturally competent intervention of education and care for black women with type 2 diabetes mellitus (T2DM). Using a one group, pretest posttest quasi-experimental design, the intervention was tested with a convenience sample of 25 community black women with T2DM. The conceptual basis, process, and content of the intervention as well as the feasibility and acceptability of study materials and methods are described. Significant improvements from baseline to 3 months were observed in measures of glycemic control, weight, body mass index, and diabetes-related emotional distress. The findings suggest that a culturally sensitive intervention of nurse practitioner diabetes care and education is beneficial for black women with T2DM, resulting in program attendance, kept appointments, improved glycemic control and weight, and decreased diabetes-related emotional distress.
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Maggs D, Shen L, Strobel S, Brown D, Kolterman O, Weyer C. Effect of pramlintide on A1C and body weight in insulin-treated African Americans and Hispanics with type 2 diabetes: a pooled post hoc analysis. Metabolism 2003; 52:1638-42. [PMID: 14669170 DOI: 10.1016/j.metabol.2003.06.003] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
An unresolved problem in the management of type 2 diabetes is that improvement of glycemic control with insulin, insulin secretagogues, and insulin sensitizers is often accompanied by undesired weight gain. This problem is of particular concern in ethnic groups with a high propensity for diabetes and obesity, such as African Americans and Hispanics. Two 1-year, randomized, double-blind, placebo-controlled clinical trials in insulin-treated patients with type 2 diabetes have shown that adjunctive therapy with pramlintide, an analog of the human beta-cell hormone amylin, reduces A(1C) with concomitant weight loss, rather than weight gain. To assess the effect of pramlintide in various ethnic groups with type 2 diabetes using insulin, we conducted a pooled post hoc analysis of the 2 trials, which included all Caucasian (n = 315), African American (n = 47), and Hispanic (n = 48) patients (age 57 years, A(1C) 9.1%, body mass index [BMI] 33 kg/m(2), mean values) who completed 52 weeks of treatment with either pramlintide (120 microg twice daily or 150 microg 3 times a day) or placebo. Primary endpoints included changes from baseline to week 52 in A(1C) and body weight. Collectively, pramlintide-treated patients achieved significant reductions from baseline in both A(1C) and body weight (placebo-corrected treatment effects at week 52: -0.5% and -2.6 kg, respectively, both P <.0001). The simultaneous reduction in A(1C) and body weight at week 52 was evident across all 3 ethnic groups and appeared to be most pronounced in African Americans (-0.7%, -4.1 kg), followed by Caucasians (-0.5%, -2.4 kg) and Hispanics (-0.3%, -2.3 kg). The glycemic improvement with pramlintide was not associated with an increased incidence of hypoglycemia over the entire study period (43% pramlintide v 40% placebo). Nausea, the most common adverse event associated with pramlintide treatment, was mostly mild and confined to the first 4 weeks of therapy (25% pramlintide v 16% placebo) with comparable patterns in the 3 ethnic groups. Thus, pending further experience, the combined improvement in glycemic and weight control with pramlintide treatment appears to be generalizable to a broad population of mixed ethnicity.
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Affiliation(s)
- D Maggs
- Amylin Pharmaceuticals, Inc, San Diego, CA 92121, USA
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Abstract
OBJECTIVE To determine whether diabetes care directed by nurses following detailed protocols and algorithms and supervised by a diabetologist results in meeting the evidence-based American Diabetes Association (ADA) process and outcome measures more often than care directed under usual care in a minority population. RESEARCH DESIGN AND METHODS Studies were mainly conducted in two Los Angeles County clinics. In clinic A, nurse-directed diabetes care was provided to 252 patients (92% Hispanic and 2% African-American) referred by their primary care providers. These patients were hierarchically matched with 252 diabetic patients in clinic B (79% Hispanic and 19% African American). When nurse-directed care was abruptly discontinued in clinic A for administrative reasons, it was reestablished in clinic B. Those patients were randomly selected from a teaching clinic, and the outcomes in 114 patients who completed 1 year were compared with outcomes derived the year before receiving nurses' care. The following process and outcome measures were assessed in the study: 1) number of visits, 2) diabetes education, 3) nutritional counseling, 4) HbA(1c), 5) lipid profiles, 6) eye exams, 7) foot exams, 8) renal evaluations, and 9) ACE inhibitor therapy in appropriate patients. RESULTS For patients under nurse-directed diabetes care in both clinics A and B, almost all process measures were carried out significantly more frequently than for the appropriate control patients. Under the care of nurses in clinic A, HbA(1c) levels fell 3.5% from 13.3 to 9.8% in the 120 patients who were followed for at least 6 months, as compared with a 1.5% fall from 12.3 to 10.8% under usual (physician-directed) care in clinic B. During the year before enrolling in nurse-directed care in clinic B, mean HbA(1c) levels decreased from 10.0 to 8.5%. At the end of a year under the nurses' care, the values fell further to 7.1%. The median value fell from 8.3 to 6.6%. CONCLUSIONS Specially trained nurses who follow detailed protocols and algorithms under the supervision of a diabetologist can markedly improve diabetes outcomes in a minority population. This approach could help blunt the increased morbidity and mortality noted in minority populations.
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Affiliation(s)
- Mayer B Davidson
- Clinical Trials Unit, Charles R. Drew University, Los Angeles, California 90059, USA.
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de Rekeneire N, Rooks RN, Simonsick EM, Shorr RI, Kuller LH, Schwartz AV, Harris TB. Racial differences in glycemic control in a well-functioning older diabetic population: findings from the Health, Aging and Body Composition Study. Diabetes Care 2003; 26:1986-92. [PMID: 12832300 DOI: 10.2337/diacare.26.7.1986] [Citation(s) in RCA: 63] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To evaluate racial differences and factors associated with worse glycemic control in well-functioning older individuals with type 2 diabetes. Our hypothesis was that glycemic control would be worse among black than white diabetic individuals but that this association would be explained by differences in severity of diabetes, health status, health care indicators, and social, psychological, or behavioral factors. We further hypothesized that the association of race with poorer glycemic control would be limited to those with lower education or lower income. RESEARCH DESIGN AND METHODS Cross-sectional analysis of 468 diabetic participants among a cohort of 3,075 nondisabled blacks and whites aged 70-79 years living in the community enrolled in the Health, Aging and Body Composition Study. Glycemic control was measured by the level of HbA(1c). RESULTS A total of 58.5% of the diabetic individuals were black. Although control was poor in all diabetic participants (HbA(1c) > or =7% in 73.7%), blacks had worse glycemic control than whites (age- and sex-adjusted mean HbA(1c), 8.4% in blacks and 7.4% in whites; P < 0.01). Race differences in glycemic control remained significant, even after adjusting for current insulin therapy, cardiovascular disease, higher total cholesterol, and not receiving a flu shot in the previous year, all of which were associated with higher HbA(1c) concentrations. Controlling for these factors reduced the association by 27%. Race remained an important factor in glycemic control, even when results were stratified by education or income. CONCLUSIONS HbA(1c) concentrations were higher in older black diabetic individuals. Differences in glycemic control by race were associated with disease severity, health status, and poorer quality of care, but these factors did not fully explain the higher HbA(1c) levels in older black diabetic individuals.
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Affiliation(s)
- Nathalie de Rekeneire
- Laboratory of Epidemiology, Demography and Biometry, National Institute on Aging, National Institutes of Health, Bethesda, Maryland 20892-9205, USA.
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Abstract
OBJECTIVE Residents of East Harlem, an impoverished, non-white community in New York city (NYC), have up to 5 times the mortality and complication rates of diabetes compared with NYC residents overall. To determine potentially remediable problems underlying this condition, a community-based collaboration of health providers, community advocates, and researchers, surveyed East Harlem residents with diabetes to assess their knowledge, behaviors, barriers to care, and actions taken in response to barriers. DESIGN Telephone interviews. SETTING The 3 hospitals and 2 community clinics serving East Harlem. PARTICIPANTS Nine hundred thirty-nine of the 1,423 persons (66%) with diabetes identified from these 5 healthcare sites with 2 or more ambulatory visits for diabetes during 1998 who lived in East Harlem. RESULTS While most respondents (90%) said they know how to take their medicines, between 19% and 39% do not understand other aspects of their diabetes management. Many limit their diabetes care due to concerns about money (16% to 40%), and other barriers, such as language and transportation (19% to 22%). In multivariate analyses, Latinos (relative risk [RR] = 0.77; 95% confidence interval [95% CI] 0.63 to 0.91) and those who do not keep a diabetic diet due to concerns about money (RR = 0.85; 95% CI 0.70 to 0.99) had poorer health status. CONCLUSIONS A community-based coalition was able to come together, identify areas of concern in diabetes care and assess the needs of adults with diabetes residing and obtaining care in East Harlem. The coalition found that even among those with access to care there remain significant financial barriers to good diabetes care, and a need to address and optimize how individuals with diabetes manage their disease.
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Affiliation(s)
- Carol R Horowitz
- Department of Health Policy, Mount Sinai Medical School of Medicine, One Gustave L. Levy Place, Box 1077, New York, NY 10029, USA.
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Affiliation(s)
- Andrew John Karter
- Division of Research, Northern California Region, Kaiser Permanente, Oakland, California 94611, USA.
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Miller CD, Barnes CS, Phillips LS, Ziemer DC, Gallina DL, Cook CB, Maryman SD, El-Kebbi IM. Rapid A1c availability improves clinical decision-making in an urban primary care clinic. Diabetes Care 2003; 26:1158-63. [PMID: 12663590 DOI: 10.2337/diacare.26.4.1158] [Citation(s) in RCA: 110] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Failure to meet goals for glycemic control in primary care settings may be due in part to lack of information critical to guide intensification of therapy. Our objective is to determine whether rapid-turnaround A1c availability would improve intensification of diabetes therapy and reduce A1c levels in patients with type 2 diabetes. RESEARCH DESIGN AND METHODS In this prospective controlled trial, A1c was determined on capillary glucose samples and made available to providers, either during ("rapid") or after ("routine") the patient visit. Frequency of intensification of pharmacological diabetes therapy in inadequately controlled patients and A1c levels were assessed at baseline and after follow-up. RESULTS We recruited 597 subjects. Patients were 79% female and 96% African American, with average age of 61 years, duration of diabetes 10 years, BMI 33 kg/m(2), and A1c 8.5%. The rapid and routine groups had similar clinical demographics. Rapid A1c availability resulted in more frequent intensification of therapy when A1c was >/=7.0% at the baseline visit (51 vs. 32% of patients, P = 0.01), particularly when A1c was >8.0% and/or random glucose was in the 8.4-14.4 mmol/l range (151-250 mg/dl). In 275 patients with two follow-up visits, A1c fell significantly in the rapid group (from 8.4 to 8.1%, P = 0.04) but not in the routine group (from 8.1 to 8.0%, P = 0.31). CONCLUSIONS Availability of rapid A1c measurements increased the frequency of intensification of therapy and lowered A1c levels in patients with type 2 diabetes in an urban neighborhood health center.
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Samuel-Hodge CD, DeVellis RF, Ammerman A, Keyserling TC, Elasy TA. Reliability and validity of a measure of perceived diabetes and dietary competence in African American women with type 2 diabetes. DIABETES EDUCATOR 2002; 28:979-88. [PMID: 12526638 DOI: 10.1177/014572170202800612] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
PURPOSE A general measure of perceived diabetes and dietary competence (PDDC) was developed to assess a person's sense of confidence and perceived behavioral control in diabetes and dietary self-management. Internal structure, reliability, and construct validity were evaluated. METHODS There were 2 samples of African American women with type 2 diabetes; 226 patients in the development sample and 225 patients in the validation sample. Factor analysis, Cronbach's coefficient alpha, and correlation analysis were used to assess reliability and validity of the PDDC measure. RESULTS Three subscales were empirically determined by factor analysis: positive competence, negative dietary competence, and negative control. Cronbach's alphas for all subscales were good. Predicted relationships with measures of perceived health competence, self-efficacy, social support, and perceived dietary barriers were largely supported in construct validation. CONCLUSIONS This study provides initial support for the internal reliability and validity of a perceived diabetes and dietary competence measure. Further research is needed to determine its validity in other samples of African Americans with type 2 diabetes and its clinical utility in evaluating diabetes self-management training.
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Affiliation(s)
- Carmen D Samuel-Hodge
- The Department of Nutrition, Schools of Medicine and Public Health, University of North Carolina at Chapel Hill (Drs Samuel-Hodge and Ammerman)
| | - Robert F DeVellis
- The Department of Health Behavior and Health Education, School of Public Health, University of North Carolina at Chapel Hill (Dr DeVellis)
| | - Alice Ammerman
- The Department of Nutrition, Schools of Medicine and Public Health, University of North Carolina at Chapel Hill (Drs Samuel-Hodge and Ammerman)
| | - Thomas C Keyserling
- The Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill (Dr Keyserling)
| | - Tom A Elasy
- The Department of Medicine, Diabetes Research and Training Center, Vanderbilt University Medical Center, Nashville Tennessee (Dr Elasy)
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Phillips LS, Hertzberg VS, Cook CB, El-Kebbi IM, Gallina DL, Ziemer DC, Miller CD, Doyle JP, Barnes CS, Slocum W, Lyles RH, Hayes RP, Thompson DN, Ballard DJ, McClellan WM, Branch WT. The Improving Primary Care of African Americans with Diabetes (IPCAAD) project: rationale and design. CONTROLLED CLINICAL TRIALS 2002; 23:554-69. [PMID: 12392871 DOI: 10.1016/s0197-2456(02)00230-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
African Americans have an increased burden of both diabetes and diabetes complications. Since many patients have high glucose levels novel interventions are needed, especially for urban patients with limited resources. In the Grady Diabetes Clinic in Atlanta, a stepped care strategy improves metabolic control. However, most diabetes patients do not receive specialized care. We will attempt to translate diabetes clinic approaches to the primary care setting by implementing a novel partnership between specialists and generalists. We hypothesize that endocrinologist-supported strategies aimed at providers will result in effective diabetes management in primary care sites, and the Improving Primary Care of African Americans with Diabetes project will test this hypothesis in a major randomized, controlled trial involving over 2000 patients. Physicians in Grady Medical Clinic units will receive (1) usual care, (2) computerized reminders that recommend individualized changes in therapy and/or (3) directed discussion by endocrinologists providing feedback on performance. We will measure outcomes related to both microvascular disease (HbA1c, which reflects average glucose levels over an approximately 2-month period) and macrovascular disease (blood pressure and lipids) and assess provider performance as well. We will compare two readily generalizable program interventions that should delineate approaches effective in a primary care setting as needed to improve care and prevent complications in urban African Americans with type 2 diabetes.
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Affiliation(s)
- Lawrence S Phillips
- Division of Endocrinology, Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA.
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Melkus GD, Maillet N, Novak J, Womack J, Hatch-Clein A. Primary care cancer and diabetes complications screening of black women with type 2 diabetes. JOURNAL OF THE AMERICAN ACADEMY OF NURSE PRACTITIONERS 2002; 14:43-8. [PMID: 11845641 DOI: 10.1111/j.1745-7599.2002.tb00070.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
PURPOSE To determine the frequency with which Black women with type 2 diabetes receive routine primary health care screening for cancer and diabetes complications. DATA SOURCES Pilot study data from a convenience sample of 21 Black women (mean age 46.8 years) with type 2 diabetes. CONCLUSIONS Cancer screening consisted of Pap smear, mammography, and colon cancer screening consistent with current American Cancer Society recommendations. Ninety percent reported having had a Pap smear, 86% mammogram and 33% colon cancer screening. Diabetes complications screening was based on the American Diabetes Association care recommendations. Fifty-five percent received screening eye exams, 40% were screened for renal proteinuria, and 50% received foot examinations and diabetes foot care instruction. IMPLICATIONS FOR PRACTICE This sample of mid-life, Black, educated, working women with type 2 diabetes utilize healthcare services and have high rates of primary care cancer screening. Rates of diabetes complications screening are less than optimal. Because Black American women suffer disproportionately high rates of diabetes and related complications, it is imperative that they receive quality diabetes care in an effort to improve health outcomes and decrease premature mortality.
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Gregg EW, Geiss LS, Saaddine J, Fagot-Campagna A, Beckles G, Parker C, Visscher W, Hartwell T, Liburd L, Narayan KM, Engelgau MM. Use of diabetes preventive care and complications risk in two African-American communities. Am J Prev Med 2001; 21:197-202. [PMID: 11567840 DOI: 10.1016/s0749-3797(01)00351-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
BACKGROUND We examined levels of diabetes preventive care services and glycemic and lipid control among African Americans with diabetes in two North Carolina communities. METHODS Cross-sectional, population-based study of 625 African-American adults with diagnosed diabetes. Participants had a household interview to determine receipt of preventive care services including glycosylated hemoglobin (HbA(1c)), blood pressure, lipid, foot, dilated eye, and dental examinations; diabetes education; and health promotion counseling. A total of 383 gave blood samples to determine HbA(1c) and lipid values. RESULTS Annual dilated eye, foot, and lipid examinations were reported by 70% to 80% of the population, but only 46% reported HbA(1c) tests. Rates of regular physical activity (31%) and daily self-monitoring of blood glucose (40%) were low. Sixty percent of the population had an HbA(1c) level >8% and one fourth had an HbA(1c) level >10%. Half of the population had a low-density lipoprotein value >130 mg/dL. Lack of insurance was the most consistent correlate of inadequate care (odds ratio [OR]=2.3; 95% confidence interval [CI]=1.3-3.9), having HbA(1c) >9.5% (OR=2.1, 95% CI=1.1-4.2), and LDL levels >130 mg/dL (OR=2.1; 95% CI=1.0-4.5). CONCLUSIONS Levels of diabetes preventive care services were comparable to U.S. estimates, but glycemic and lipid control and levels of self-management behaviors were poor. These findings indicate a need to understand barriers to achieving and implementing good glycemic and lipid control among African Americans with diabetes.
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Affiliation(s)
- E W Gregg
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia 30341, USA.
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Davis TM, Cull CA, Holman RR. Relationship between ethnicity and glycemic control, lipid profiles, and blood pressure during the first 9 years of type 2 diabetes: U.K. Prospective Diabetes Study (UKPDS 55). Diabetes Care 2001; 24:1167-74. [PMID: 11423497 DOI: 10.2337/diacare.24.7.1167] [Citation(s) in RCA: 78] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To assess the relationship among self-reported ethnicity, metabolic control, and blood pressure during treatment of type 2 diabetes. RESEARCH DESIGN AND METHODS We studied 2,999 newly diagnosed type 2 diabetic patients recruited to the U.K. Prospective Diabetes Study who were randomized to conventional or intensive glucose control policies if their fasting plasma glucose levels remained >6 mmol/l after a dietary run-in. A total of 2,484 patients (83%) were white Caucasian (WC), 265 patients (9%) were Afro-Caribbean (AC), and 250 patients (8%) were Asian of Indian origin (IA). Variables were assessed at 3, 6, and 9 years. RESULTS During the 9-year study period, body weight increased more in WC patients (mean 5.0 kg) than in AC (3.0 kg) and IA (2.5 kg) patients (P < 0.001). After adjusting for age, sex, baseline value, treatment allocation, and change in weight, there were no consistent ethnic differences in mean change in fasting plasma glucose or HbA(1c). After adjustment for antihypertensive therapy, increase in systolic blood pressure at 9 years was greatest in AC patients (7 mmHg; P < 0.01 vs. WC patients). Mean diastolic blood pressure, total cholesterol, and LDL cholesterol decreased progressively during the 9 years in each group. In AC patients, the mean increase in HDL cholesterol (0.16 mmol/l) at 3 years, maintained to 9 years, and the mean decrease in plasma triglyceride level (0.4 mmol/l) at 9 years were greater than in WC and IA patients (P < 0.001). CONCLUSIONS This study shows important ethnic differences in body weight, lipid profiles, and blood pressure, but not glycemic control, during 9 years after diagnosis of type 2 diabetes. AC patients maintained the most favorable lipid profiles, but hypertension developed in more AC patients than WC or IA patients. Ethnicity-specific glycemic control of type 2 diabetes seems unnecessary, but other risk factors need to be addressed independently.
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Affiliation(s)
- T M Davis
- Fremantle Hospital, University of Western Australia
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Batts ML, Gary TL, Huss K, Hill MN, Bone L, Brancati FL. Patient priorities and needs for diabetes care among urban African American adults. DIABETES EDUCATOR 2001; 27:405-12. [PMID: 11912801 DOI: 10.1177/014572170102700310] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
PURPOSE This study was conducted to determine diabetes care priorities and needs in a group of urban African American adults with type 2 diabetes mellitus. METHODS One hundred nineteen African American adults with type 2 diabetes, aged 35 to 75, received behavioral/educational interventions from a nurse case manager, a community health worker, or both. Priorities and needs were assessed during 3 intervention visits. RESULTS The most frequently reported priorities for diabetes care were glucose self-monitoring (61%), medication adherence (47%), and healthy eating (36%). The most frequently addressed diabetes needs were glucose self-monitoring and medication adherence. Most of the intervention visits (77%) addressed non-diabetes-related health issues such as cardiovascular disease (36%) and social issues such as family responsibilities (30%). CONCLUSIONS Participants' self-reported priorities for diabetes care directly reflected the diabetes needs addressed. Needs beyond the focus of traditional diabetes care (social issues and insurance) are important to address in urban African Americans with type 2 diabetes. Interventions designed to address comprehensive health and social needs should be included in treatment and educational plans for this population.
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Affiliation(s)
- M L Batts
- Department of Medicine, School of Nursing, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA (Ms Batts and Dr Brancati)
- Department of Epidemiology, the Johns Hopkins Medical Institutions, Baltimore, Maryland (Drs Gary and Brancati)
| | - T L Gary
- Department of Epidemiology, the Johns Hopkins Medical Institutions, Baltimore, Maryland (Drs Gary and Brancati)
| | - K Huss
- The School of Nursing, the Johns Hopkins Medical Institutions, Baltimore, Maryland (Ms Batts and Drs Hill and Huss)
| | - M N Hill
- Department of Health Policy and Management, the Johns Hopkins Medical Institutions, Baltimore, Maryland (Dr Hill and Ms Bone)
| | - L Bone
- Department of Health Policy and Management, the Johns Hopkins Medical Institutions, Baltimore, Maryland (Dr Hill and Ms Bone)
| | - F L Brancati
- Department of Medicine, School of Nursing, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA (Ms Batts and Dr Brancati)
- Department of Epidemiology, the Johns Hopkins Medical Institutions, Baltimore, Maryland (Drs Gary and Brancati)
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Cummings DM, Morrissey S, Barondes MJ, Rogers L, Gustke S. Screening for diabetic retinopathy in rural areas: the potential of telemedicine. J Rural Health 2001; 17:25-31. [PMID: 11354719 DOI: 10.1111/j.1748-0361.2001.tb00251.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Diabetic retinopathy is a common cause of blindness, and screening can identify the disease at an earlier, more treatable stage. However, rural individuals with diabetes may have limited access to needed eye care. The objective of this project was to demonstrate the feasibility of a diabetic retinopathy screening program using a state-of-the-art nonmydriatic digital fundus imaging system. The study involved a series of patients screened in primary care and public health locations throughout seven predominantly rural counties in eastern North Carolina. Images of each fundus were obtained and sent to a retinal specialist. The retinal specialist reviewed each image, recorded image quality, diagnosed eye disease and made recommendations for subsequent care. Of 193 volunteers with a history of diabetes mellitus, 96.3 percent reported that they were very comfortable or comfortable with the camera. Eighty-five percent of images were rated as good or fair by the retinal specialist. The retinal specialist also reported being very certain or certain of the diagnosis in 84 percent of cases. Image quality correlated highly with the certainty of diagnosis (Spearman's rank order correlation coefficient = 0.79; P < 0.001). The average time since the previous examination by an eye care specialist for diabetic subjects was two years. Approximately 62 percent of diabetic patients had diagnosable eye conditions, the most common of which was diabetic retinopathy (40.9 percent). In this convenience sample, African Americans, despite similar age and disease duration, were more likely to have retinopathy. Digital imaging is a feasible screening modality in rural areas, may improve access to eye care, and may improve compliance with care guidelines for individuals with diabetes mellitus.
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Affiliation(s)
- D M Cummings
- Department of Family Medicine, East Carolina University School of Medicine, Greenville, NC 27858-4354, USA
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Davidson MB, Karlan VJ, Hair TL. Effect of a pharmacist-managed diabetes care program in a free medical clinic. Am J Med Qual 2000; 15:137-42. [PMID: 10948785 DOI: 10.1177/106286060001500403] [Citation(s) in RCA: 73] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Diabetes care, morbidity, and mortality are usually worse in poor minority populations compared with non-minority ones. This report evaluates evidence-based process and outcome measures of diabetes care in diabetic patients followed in a free medical clinic and compares them to published results. The following process measures compared favorably with measures of the general population: dilated eye and foot exams and measurements of glycated hemoglobin levels; concentrations of total cholesterol; fasting triglycerides and low density lipoprotein (LDL) cholesterol; and proteinuria (by dipstick). Process and outcome measures in 89 diabetic patients referred to a Diabetes Management Program in which diabetes care was delivered by pharmacists following detailed algorithms (experimental group) were compared with measures in 92 diabetic patients who received diabetes care in the general clinic setting (control group). The patients in the experimental group had a slightly longer duration of diabetes and more microvascular and neuropathic complications, and more diabetic patients were taking insulin than were patients in the control group. All of the process measures listed above were more frequent in the experimental group. Compared with the control group, the initial glycated hemoglobin level (% +/- SE) in the experimental group was significantly (P < .001) higher (8.8 +/- 0.2 versus 7.9 +/- 0.2) but fell significantly (P < .03) more (-0.8 +/- 0.2 versus -0.05 +/- 0.3). The lack of a greater decrease in the glycated hemoglobin levels in the experimental group was not related to the inability of the pharmacists to follow the algorithms, the patients' refusal to follow the recommended medication adjustments, or the lack of appropriate self-monitoring of blood glucose in insulin-requiring patients. It was inversely related (r = -0.36, P < .03) to the number of missed visits, i.e., the greater the number of broken appointments, the less the glycated hemoglobin fell. In conclusion, diabetes care for a poor minority population in a free clinic setting can compare favorably to care in the general population. Pharmacists following detailed algorithms can enhance this care further. Administrative and support system changes that minimize the number of missed visits might further improve diabetes care in this population.
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Affiliation(s)
- M B Davidson
- Clinical Trials Unit, Charles R. Drew University, Los Angeles, CA 90059, USA.
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Bastyr EJ, Huang Y, Brunelle RL, Vignati L, Cox DJ, Kotsanos JG. Factors associated with nocturnal hypoglycaemia among patients with type 2 diabetes new to insulin therapy: experience with insulin lispro. Diabetes Obes Metab 2000; 2:39-46. [PMID: 11220353 DOI: 10.1046/j.1463-1326.2000.00066.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
AIM To identify factors associated with nocturnal hypoglycaemia in patients with type 2 diabetes who were new (< 2 months therapy) to insulin therapy. METHODS A randomised, multicentre, 12-month parallel open-label study compared the clinical safety and efficacy of insulin lispro with regular human insulin. A cohort of North American patients completed a health-related quality of life (HRQOL) questionnaire which included questions related to the Health Beliefs Model (HBM). Measurements of hypoglycaemia rate and short-and long-term glucose control assessed clinical safety and efficacy. Three hundred and sixty-five type 2 diabetic patients were enrolled in the study, and 195 North American patients completed the HRQOL questionnaire. RESULTS After adjustment for demographic and psychological factors, the study population demonstrated lower nocturnal hypoglycaemia risk with insulin lispro. Higher nocturnal hypoglycaemia risk was associated with reduced body mass index (b.m.i.), lower age, and basal ultralente insulin therapy. The associated hypoglycaemia risk was lower with increased alcohol consumption. Patients who completed the HRQOL survey demonstrated higher risk for nocturnal hypoglycaemia if they: (1) had more troublesome hyperglycaemia symptoms in the week before starting insulin; (2) were more confident in their ability to control their diabetes; or (3) thought that diabetes control did not offer a clear health benefit. Nocturnal hypoglycaemia risk was inversely associated with fear of hypoglycaemia. CONCLUSIONS Type 2 diabetic patients new to insulin therapy demonstrated lower risk of nocturnal hypoglycaemia with insulin lispro. Practitioners should consider patient characteristics and psychological factors that may predispose type 2 diabetes patients to nocturnal hypoglycaemia when initiating insulin therapy.
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Affiliation(s)
- E J Bastyr
- Eli Lilly and Company, Indianapolis, IN, USA.
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Erasmus RT, Blanco Blanco E, Okesina AB, Gqweta Z, Matsha T. Assessment of glycaemic control in stable type 2 black South African diabetics attending a peri-urban clinic. Postgrad Med J 1999; 75:603-6. [PMID: 10621901 PMCID: PMC1741374 DOI: 10.1136/pgmj.75.888.603] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Glycaemic control was assessed in type 2 black diabetics attending the diabetic clinic at a peri-urban hospital. Baseline glycosylated haemoglobin levels were measured and a subsequent estimation was carried out in those patients who attended a follow-up consultation to see whether current recommended targets for glycosylated haemoglobin levels were being attained. Out of 708 patients, mean age 56.3 years, 14.7% were insulin treated and 85.3% were non-insulin-treated. Target values of HbA1c < 7% were achieved in only 20.1% (142) of patients. Although mean glycosylated haemoglobin levels were significantly higher in females (p = 0.03), the proportion of poorly controlled diabetics was similar in the two sexes. Patients whose HbA1c levels fell within the target values had diabetes of significantly shorter duration than those exhibiting poor control (5.0 + 0.2 vs 7.03 + 0.5 years). Obesity was present in 562 patients (79.4%). Target values were only achieved in 16.4% of non-obese and 21% of obese diabetics, with mean glycosylated haemoglobin levels being significantly higher (p < 0.05) in the former group (10.3 + 0.4% vs 9.5 + 0.2%). Similar results were observed with respect to type of treatment, with only 14.4% of insulin-treated and 21% of non-insulin-treated diabetics achieving target values. The follow-up HbA1c estimation did not show any difference in the glycaemic control status of patients, with only 19.9% of them achieving the target values. Dietary advice (though minimal) seemed to have no impact on the metabolic control of our patients. These results suggest that glycaemic control was poor irrespective of sex, duration, BMI, educational status, dietary advice and type of treatment with recommended target values not being achieved in the majority of patients. Behavioural changes through health educational programmes need to be instituted with both patient and medical personnel being motivated to take this process forward.
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Affiliation(s)
- R T Erasmus
- Department of Chemical Pathology, Faculty of Medicine, University of Transkei, Umtata, South Africa
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Al-Nuaim AR, Mirdad S, Al-Rubeaan K, Al-Mazrou Y, Al-Attas O, Al-Daghari N. Pattern and factors associated with glycemic control of Saudi diabetic patients. Ann Saudi Med 1998; 18:109-12. [PMID: 17341938 DOI: 10.5144/0256-4947.1998.109] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND The pattern and factors which can be associated with the glycemic control of Saudi adult diabetic patients were examined in this study. PATIENTS AND METHODS Confirmed diabetic patients from all regions of Saudi Arabia constituted the study population. Random blood glucose <10 mmol/L and >10 mmol/L was used to categorize patients into good and poor glycemic control patients, respectively. RESULTS There were 613 confirmed non-insulin dependent diabetic patients (NIDDM), 50% with good glycemic control. Patients with poor glycemic control were significantly older than patients with good glycemic control (51.5 vs. 47 years, P=0.0001). The insulin-treated diabetic population amounted to 13%, compared with 43% and 44% for oral agent and diet, respectively. The rate of insulin users among poor glycemic control diabetic population was 18%, compared with 50% for oral agents. There was a significant relationship between glycemic control and age, and treatment modalities of DM. Subjects who had good glycemic control of DM were younger and following a diet regimen, while those who had poor glycemic control were older and on insulin treatment. Multivariate analysis comprising 415 individuals was conducted to find out the factors that can potentially influence, or may be associated with, the control of DM. CONCLUSION The association of insulin therapy with poor glycemic control is not a cause-effect relationship. Insulin therapy in our study population is underutilized, given the high rate of poor glycemic control and high rate of relative occurrence of complication among the Saudi diabetic population. There is a need to address the importance of maintaining good glycemic control, and the reason for the low rate of insulin users. Close periodic monitoring of glycemic control, utilizing laboratories and home glucose monitoring devices, is required. Effective implementation of these measures, in addition to diabetes education, will have an impact on the future outcome of the Saudi diabetic population.
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Affiliation(s)
- A R Al-Nuaim
- Department of Medicine, King Khalid University Hospital, Department of Biochemistry, King Saud University, and Department of Preventive Medicine, Ministry of Health, Riyadh, Saudi Arabia
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Maillet NA, D'Eramo Melkus G, Spollett G. Using focus groups to characterize the health beliefs and practices of black women with non-insulin-dependent diabetes. DIABETES EDUCATOR 1996; 22:39-46. [PMID: 8697955 DOI: 10.1177/014572179602200106] [Citation(s) in RCA: 74] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
The purpose of this focus group intervention was to characterize the health beliefs, self-care practices, diabetes education needs, weight-loss issues, and facilitators and barriers to diabetes health care in black women with non-insulin-dependent diabetes. Major themes that emerged from the focus group were motivation to prevent complications, unrealistic weight goals set by providers, multiple barriers to diet and exercise, and a dual role of family as supporter and deterrent to diabetes management, especially related to diet. These findings suggest that culturally sensitive and appropriate patient educational programs must be provided for minority groups such as black women who have higher rates of diabetes-related complications.
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