1
|
Hurst TE, McEwen LN, Joiner KL, Herman WH. Use of metformin following a population-level intervention to encourage people with pre-diabetes to enroll in the National Diabetes Prevention Program. BMJ Open Diabetes Res Care 2021; 9:9/1/e002468. [PMID: 34645617 PMCID: PMC8515441 DOI: 10.1136/bmjdrc-2021-002468] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 09/22/2021] [Indexed: 01/21/2023] Open
Abstract
INTRODUCTION The National Diabetes Prevention Program (NDPP) and metformin are interventions to slow progression from pre-diabetes to type 2 diabetes. When coverage for the NDPP was offered by a public research university's health insurance plan, proactive strategies were used to combat historically low enrollment. Although not specifically targeted by these strategies, metformin use was higher than expected, leading to this evaluation. RESEARCH DESIGN AND METHODS We used insurance enrollment, claims, pharmacy, and laboratory data for 64 131 adult employees, dependents, and retirees to identify individuals with pre-diabetes and invite them to enroll in the NDPP at no out-of-pocket cost. The characteristics of individuals with pre-diabetes who used metformin before and after their invitation were compared with NDPP enrollees. RESULTS 8131 individuals with pre-diabetes were identified. Of these, 776 (9.5%) enrolled in a NDPP and 802 (9.9%) used metformin. Metformin users were younger, had higher body mass index, were more likely to have comorbidities, and had higher baseline hemoglobin A1c levels than non-users. Timing of metformin use varied with 107 (13%) discontinuing, 426 (53%) continuing, and 269 (34%) initiating metformin use after their NDPP invitation. Of NDPP enrollees, 13 (2%) discontinued, 56 (7%) continued, and 34 (4%) initiated metformin use when they enrolled. CONCLUSIONS Despite no active encouragement, use of metformin was similar to the rate of enrollment in the NDPP. Metformin use was higher for individuals with higher likelihood of responding. With the proven cost-effectiveness of metformin, targeted strategies to increase metformin use in individuals with pre-diabetes who are likely to respond, but not willing to enroll in a lifestyle intervention, are needed.
Collapse
Affiliation(s)
- Thomas E Hurst
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Laura N McEwen
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Kevin L Joiner
- Department of Health Behavior and Biological Sciences, University of Michigan, Ann Arbor, Michigan, USA
| | - William H Herman
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
- Department of Epidemiology, University of Michigan, Ann Arbor, Michigan, USA
| |
Collapse
|
2
|
Herman WH, Joiner K, Hurst T, McEwen LN. The Effectiveness of a Proactive, Three-Level Strategy to Identify People With Prediabetes in a Large Workforce With Employer-Sponsored Health Insurance. Diabetes Care 2021; 44:1532-1539. [PMID: 34016617 PMCID: PMC8323177 DOI: 10.2337/dc20-3112] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 04/05/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Rates of diagnosis of prediabetes and uptake of the National Diabetes Prevention Program (NDPP) are low. We evaluated a proactive three-level strategy to identify individuals with prediabetes in a population with employer-sponsored health insurance. RESEARCH DESIGN AND METHODS We studied 64,131 insured employees, dependents, and retirees ≥18 years of age without diagnosed diabetes, 19,397 (30%) of whom were estimated to have prediabetes. Individuals with prediabetes were identified by 1) searching claims diagnoses and previously performed HbA1c test results, 2) risk stratifying people 40-64 years of age without diabetes, prediabetes, or documented normal HbA1c to identify individuals at higher risk and encourage them to be tested, and 3) using a media campaign to encourage employees not otherwise targeted to self-screen and, if at higher risk, to be tested. RESULTS Using claims and laboratory data, 11% of the population was identified as having prediabetes. Of those 40-64 years of age, 25% were identified as being at higher risk, and 27% of them were tested or diagnosed within 1 year. Of employees exposed to the media campaign, 14% were tested or diagnosed within 1 year. Individuals with prediabetes were older, heavier, and more likely to have hypertension and dyslipidemia. Testing and diagnosis were associated with receiving medical care and provider outreach. A total of 8,129 individuals, or 42% of those with prediabetes, were identified. CONCLUSIONS Analysis of existing health insurance data facilitated the identification of individuals with prediabetes. Better identification of people with prediabetes is a first step in increasing uptake of the NDPP.
Collapse
Affiliation(s)
- William H Herman
- Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Kevin Joiner
- Department of Health Behavior and Biological Sciences, School of Nursing, University of Michigan, Ann Arbor, MI
| | - Thomas Hurst
- Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Laura N McEwen
- Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| |
Collapse
|
3
|
Moin T, Schmittdiel JA, Flory JH, Yeh J, Karter AJ, Kruge LE, Schillinger D, Mangione CM, Herman WH, Walker EA. Review of Metformin Use for Type 2 Diabetes Prevention. Am J Prev Med 2018; 55:565-574. [PMID: 30126667 PMCID: PMC6613947 DOI: 10.1016/j.amepre.2018.04.038] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 03/20/2018] [Accepted: 04/13/2018] [Indexed: 01/28/2023]
Abstract
CONTEXT Prediabetes is prevalent and significantly increases lifetime risk of progression to type 2 diabetes. This review summarizes the evidence surrounding metformin use for type 2 diabetes prevention. EVIDENCE ACQUISITION Articles published between 1998 and 2017 examining metformin use for the primary indication of diabetes prevention available on MEDLINE. EVIDENCE SYNTHESIS Forty articles met inclusion criteria and were summarized into four general categories: (1) RCTs of metformin use for diabetes prevention (n=7 and n=2 follow-up analyses); (2) observational analyses examining metformin use in heterogeneous subgroups of patients with prediabetes (n=9 from the Diabetes Prevention Program, n=1 from the biguanides and the prevention of the risk of obesity [BIGPRO] trial); (3) observational analyses examining cost effectiveness of metformin use for diabetes prevention (n=11 from the Diabetes Prevention Program, n=1 from the Indian Diabetes Prevention Program); and (4) real-world assessments of metformin eligibility or use for diabetes prevention (n=9). Metformin was associated with reduced relative risk of incident diabetes, with the strongest evidence for use in those at highest risk (i.e., aged <60 years, BMI ≥35, and women with histories of gestational diabetes). Metformin was also deemed cost effective in 11 economic analyses. Recent studies highlighted low rates of metformin use for diabetes prevention in real-world settings. CONCLUSIONS Two decades of evidence support metformin use for diabetes prevention among higher-risk patients. However, metformin is not widely used in real-world practice, and enhancing the translation of this evidence to real-world practice has important implications for patients, providers, and payers.
Collapse
Affiliation(s)
- Tannaz Moin
- VA Greater Los Angeles Healthcare System, Los Angeles, California; David Geffen School of Medicine, University of California, Los Angeles, California; VA Health Services Research and Development, Center for Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles, Los Angeles, California.
| | - Julie A Schmittdiel
- Kaiser Permanente Northern California Division of Research, Oakland, California
| | - James H Flory
- Department of Healthcare Policy and Research, Weill Cornell Medical College, New York, New York
| | - Jessica Yeh
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Andrew J Karter
- Kaiser Permanente Northern California Division of Research, Oakland, California
| | - Lydia E Kruge
- Albert Einstein College of Medicine, Bronx, New York
| | - Dean Schillinger
- Division of General Internal Medicine, University of California San Francisco, San Francisco, California
| | - Carol M Mangione
- David Geffen School of Medicine, University of California, Los Angeles, California
| | - William H Herman
- Department of Medicine, University of Michigan, Ann Arbor, Michigan
| | | |
Collapse
|
4
|
Abstract
Diabetes represents an enormous and growing clinical and public health problem. Its financial burden is huge and growing and likely to be unsustainable. Lifestyle interventions are safe and effective for preventing diabetes, are associated with improved quality of life, and are cost-effective. Metformin is effective, safe, and cost-effective, if not cost-saving. National and international efforts are needed to identify at-risk individuals and to systematically apply these interventions. Research must focus on how best to implement diabetes prevention in diverse populations and settings.
Collapse
Affiliation(s)
- William H Herman
- W.H. Herman is with the Department of Internal Medicine and Department of Epidemiology, University of Michigan, Ann Arbor, Michigan, USA.
| |
Collapse
|
5
|
Glurich I, Nycz G, Acharya A. Status Update on Translation of Integrated Primary Dental-Medical Care Delivery for Management of Diabetic Patients. Clin Med Res 2017; 15:21-32. [PMID: 28373288 PMCID: PMC5572842 DOI: 10.3121/cmr.2017.1348] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2016] [Revised: 03/02/2017] [Accepted: 03/24/2017] [Indexed: 02/08/2023]
Abstract
Escalating prevalence of both diabetes and periodontal disease, two diseases associated with bi-directional exacerbation, has been reported. Periodontal disease represents a modifiable risk factor that may reduce diabetes onset or progression, and integrated models of cross-disciplinary care are needed to establish and manage glycemic control in affected patients. An ad-hoc environmental scan of current literature and media sought to characterize factors impacting status of integrated care models based on review of the existing evidence base in literature and media surrounding: (1) current cross-disciplinary practice patterns, (2) epidemiological updates, (3) status on risk assessment and screening for dysglycemia in the dental setting, (4) status on implementation of quality metrics for oral health, (5) care model pilots, and (6) public health perspectives. The survey revealed: escalating prevalence of diabetes and periodontitis globally; greater emphasis on oral health assessment for diabetic patients in recent medical clinical practice guidelines; high knowledgeability surrounding oral-systemic impacts on diabetes and growing receptivity to medical-dental integration among medical and dental providers; increasing numbers of programs/studies reporting on positive impact of emerging integrated dental-medical care models on diabetic patient healthcare access and health outcomes; a growing evidence base for clinically significant rates of undiagnosed dysglycemia among dental patients reported by point-of-care pilot studies; no current recommendation for population-based screening for dysglycemia in dental settings pending a stronger evidence base; improved definition of true periodontitis prevalence in (pre)/diabetics; emerging recognition of the need for oral health quality indicators and tracking; evidence of persistence in dental access disparity; updated status on barriers to integration. The potential benefit of creating clinically-applicable integrated care models to support holistic management of an escalating diabetic population by targeting modifiable risk factors including periodontitis is being recognized by the health industry. Cross-disciplinary efforts supported by high quality research are needed to mitigate previously- and newly-defined barriers of care integration and expedite development and implementation of integrated care models in various practice settings. Implementation of quality monitoring in the dental setting will support definition of the impact and efficacy of interventional clinical care models on patient outcomes.
Collapse
Affiliation(s)
- Ingrid Glurich
- Center for Oral and Systemic Health, Marshfield Clinic Research Institute, Marshfield, Wisconsin, USA
| | - Gregory Nycz
- Family Health Center of Marshfield, Marshfield Clinic, Marshfield, Wisconsin, USA
| | - Amit Acharya
- Center for Oral and Systemic Health, Marshfield Clinic Research Institute, Marshfield, Wisconsin, USA
| |
Collapse
|
6
|
Herman WH, Taylor GW, Jacobson JJ, Burke R, Brown MB. Screening for prediabetes and type 2 diabetes in dental offices. J Public Health Dent 2015; 75:175-82. [PMID: 25662777 PMCID: PMC5053230 DOI: 10.1111/jphd.12082] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Accepted: 12/10/2014] [Indexed: 11/30/2022]
Abstract
Objectives Most Americans see dentists at least once a year. Chair‐side screening and referral may improve diagnosis of prediabetes and diabetes. In this study, we developed a multivariate model to screen for dysglycemia (prediabetes and diabetes defined as HbA1c ≥5.7 percent) using information readily available to dentists and assessed the prevalence of dysglycemia in general dental practices. Methods We recruited 1,033 adults ≥30 years of age without histories of diabetes from 13 general dental practices. A sample of 181 participants selected on the basis of random capillary glucose levels and periodontal status underwent definitive diagnostic testing with hemoglobin A1c. Logistic models were fit to identify risk factors for dysglycemia, and sample weights were applied to estimate the prevalence of dysglycemia in the population ≥30 years of age. Results Individuals at high risk for dysglycemia could be identified using a questionnaire that assessed sex, history of hypertension, history of dyslipidemia, history of lost teeth, and either self‐reported body mass index ≥35 kg/m2 (severe obesity) or random capillary glucose ≥110 mg/dl. We estimate that 30 percent of patients ≥30 years of age seen in these general dental practices had dysglycemia. Conclusions There is a substantial burden of dysglycemia in patients seen in general dental practices. Simple chair‐side screening for dysglycemia that includes or does not include fingerstick random capillary glucose testing can be used to rapidly identify high‐risk patients. Practical implications Further studies are needed to demonstrate the acceptability, feasibility, effectiveness, and cost‐effectiveness of chair‐side screening.
Collapse
Affiliation(s)
- William H Herman
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.,Department of Epidemiology, University of Michigan, Ann Arbor, MI, USA
| | - George W Taylor
- School of Dentistry, University of Michigan, Ann Arbor, MI, USA
| | - Jed J Jacobson
- Delta Dental of Michigan, Ohio, and Indiana, Lansing, MI, USA
| | - Ray Burke
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Morton B Brown
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| |
Collapse
|