2
views
0
recommends
+1 Recommend
0 collections
    0
    shares
      • Record: found
      • Abstract: found
      • Article: found
      Is Open Access

      Trends in HbA1c and Body Mass Index Among Individuals with Type 2 Diabetes: Evidence from a US Database 2012–2019

      case-report

      Read this article at

      Bookmark
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Abstract

          Introduction

          Given the high rates of obesity and poor glycemic control among individuals with type 2 diabetes (T2D), this study examines current trends in HbA1c and body mass index (BMI) as well as the association between HbA1c and BMI among adults with T2D.

          Methods

          Data from the IBM® MarketScan® Explorys® Claims-EMR Data were used to construct eight annual cohorts for the years 2012–2019. Each annual cohort included adults identified with T2D who had at least one recorded HbA1c laboratory result and BMI value in the year of interest. Given these cohorts, trends in HbA1c and BMI were described over time using generalized estimating equation (GEE) tests.

          Results

          Results indicate that, over the study period from 2012–2019, average BMI increased significantly and there was a decrease in the percentage of adults with T2D who achieved glycemic control. In addition, for all years, higher BMI classification was associated with higher HbA1c values. When examining results for patients in different age groups, the findings were generally consistent with the overall population. In each age group, but most notably the age 18–44 group, the mean BMI increased over time and higher BMI was associated with higher HbA1c.

          Conclusion

          Given the increase in BMI and decreasing percentage of individuals achieving glycemic control among adults with T2D found over the study period, therapies which decrease BMI as well as HbA1c can potentially have a significant impact on the management of T2D. The growing proportion of the younger age group with higher mean BMI may remain a key subgroup of interest.

          Related collections

          Most cited references16

          • Record: found
          • Abstract: found
          • Article: not found

          Longitudinal Data Analysis for Discrete and Continuous Outcomes

          Longitudinal data sets are comprised of repeated observations of an outcome and a set of covariates for each of many subjects. One objective of statistical analysis is to describe the marginal expectation of the outcome variable as a function of the covariates while accounting for the correlation among the repeated observations for a given subject. This paper proposes a unifying approach to such analysis for a variety of discrete and continuous outcomes. A class of generalized estimating equations (GEEs) for the regression parameters is proposed. The equations are extensions of those used in quasi-likelihood (Wedderburn, 1974, Biometrika 61, 439-447) methods. The GEEs have solutions which are consistent and asymptotically Gaussian even when the time dependence is misspecified as we often expect. A consistent variance estimate is presented. We illustrate the use of the GEE approach with longitudinal data from a study of the effect of mothers' stress on children's morbidity.
            Bookmark
            • Record: found
            • Abstract: found
            • Article: not found

            6. Glycemic Targets: Standards of Medical Care in Diabetes—2020

            (2019)
            The American Diabetes Association (ADA) "Standards of Medical Care in Diabetes" includes the ADA's current clinical practice recommendations and is intended to provide the components of diabetes care, general treatment goals and guidelines, and tools to evaluate quality of care. Members of the ADA Professional Practice Committee, a multidisciplinary expert committee (https://doi.org/10.2337/dc20-SPPC), are responsible for updating the Standards of Care annually, or more frequently as warranted. For a detailed description of ADA standards, statements, and reports, as well as the evidence-grading system for ADA's clinical practice recommendations, please refer to the Standards of Care Introduction (https://doi.org/10.2337/dc20-SINT). Readers who wish to comment on the Standards of Care are invited to do so at professional.diabetes.org/SOC.
              Bookmark
              • Record: found
              • Abstract: not found
              • Article: not found

              Management of hyperglycemia in type 2 diabetes, 2015: a patient-centered approach: update to a position statement of the American Diabetes Association and the European Association for the Study of Diabetes.

                Bookmark

                Author and article information

                Contributors
                lagemj@hlthmetrics.com
                Journal
                Diabetes Ther
                Diabetes Ther
                Diabetes Therapy
                Springer Healthcare (Cheshire )
                1869-6953
                1869-6961
                2 June 2021
                2 June 2021
                July 2021
                : 12
                : 7
                : 2077-2087
                Affiliations
                [1 ]GRID grid.417540.3, ISNI 0000 0000 2220 2544, Eli Lilly and Company, Lilly Corporate Center, ; Indianapolis, IN 46285 USA
                [2 ]HealthMetrics Outcomes Research, 27576 River Reach Drive, Bonita Springs, FL 34134 USA
                Author information
                http://orcid.org/0000-0003-4961-2027
                Article
                1084
                10.1007/s13300-021-01084-0
                8266935
                34076849
                1fd00e69-5fe9-47be-8f78-9501fc6281db
                © The Author(s) 2021

                Open Access This article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/.

                History
                : 24 February 2021
                : 18 May 2021
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/100004312, Eli Lilly and Company;
                Categories
                Brief Report
                Custom metadata
                © The Author(s) 2021

                Endocrinology & Diabetes
                body mass index,hba1c,trends,type 2 diabetes
                Endocrinology & Diabetes
                body mass index, hba1c, trends, type 2 diabetes

                Comments

                Comment on this article