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Psychiatry and Psychological Disorders
2021-02-08 - 2021-02-09    
All Day
Mental health Summit 2021 is a meeting of Psychiatrist for emerging their perspective against mental health challenges and psychological disorders in upcoming future. Psychiatry is [...]
Nanotechnology and Materials Engineering
2021-02-10 - 2021-02-11    
All Day
Nanotechnology and Materials Engineering are forthcoming use in healthcare, electronics, cosmetics, and other areas. Nanomaterials are the elements with the finest measurement of size 10-9 [...]
Dementia, Alzheimers and Neurological Disorders
2021-02-10 - 2021-02-11    
All Day
Euro Dementia 2021 is a distinctive forum to assemble worldwide distinguished academics within the field of professionals, Psychology, academic scientists, professors to exchange their ideas [...]
Neurology and Neurosurgery 2021
2021-02-10 - 2021-02-11    
All Day
European Neurosurgery 2021 anticipates participants from all around the globe to experience thought provoking Keynote lectures, oral, video & poster presentations. This Neurology meeting will [...]
Biofuels and Bioenergy 2021
2021-02-15 - 2021-02-16    
All Day
Biofuels and Bioenergy biofuel is a fuel that is produced through contemporary biological processes, such as agriculture and anaerobic digestion, rather than a fuel produced [...]
Tropical Medicine and Infectious Diseases
2021-02-15 - 2021-02-16    
All Day
Tropical Disease Webinar committee members invite all the participants across the globe to take part in this conference covering the theme “Global Impact on infectious [...]
Infectious Diseases 2021
2021-02-15 - 2021-02-16    
All Day
Infection Congress 2021 is intended to honor prestigious award for talented Young Researchers, Scientists, Young Investigators, Post-Graduate Students, Post-Doctoral Fellows, Trainees in recognition of their [...]
Gastroenterology and Liver Diseases
2021-02-18 - 2021-02-19    
All Day
Gastroenterology and Liver Diseases Conference 2021 provides a chance for all the stakeholders to collect all the Researchers, principal investigators, experts and researchers working under [...]
World Kidney Congress 2021
2021-02-18    
All Day
Kidney Meet 2021 will be the best platform for exchanging new ideas and research. It’s a virtual event that will grab the attendee’s attention to [...]
Agriculture & Organic farming
2021-02-22 - 2021-02-23    
All Day
                                                  [...]
Aquaculture & Fisheries
2021-02-22 - 2021-02-23    
All Day
We take the pleasure to invite all the Scientist, researchers, students and delegates to Participate in the Webinar on 13th World Congress on Aquaculture & [...]
Nanoscience and Nanotechnology 2021
2021-02-22 - 2021-02-23    
All Day
Conference Series warmly invites all the participants across the globe to attend "5th Annual Meet on Nanoscience and Nanotechnology” dated on February 22-23, 2021 , [...]
Neurology, Psychiatric disorders and Mental health
2021-02-23 - 2021-02-24    
12:00 am
Neurology, Psychiatric disorders and Mental health Summit is an idiosyncratic discussion to bring the advanced approaches and also unite recognized scholastics, concerned with neurology, neuroscience, [...]
Food and Nutrition 2021
2021-02-24    
All Day
Nutri Food 2021 reunites the old and new faces in food research to scale-up many dedicated brains in research and the utilization of the works [...]
Psychiatry and Psychological Disorders
2021-02-24 - 2021-02-25    
All Day
Mental health Summit 2021 is a meeting of Psychiatrist for emerging their perspective against mental health challenges and psychological disorders in upcoming future. Psychiatry is [...]
International Conference on  Biochemistry and Glyco Science
2021-02-25 - 2021-02-26    
All Day
Our point is to urge researchers to spread their test and hypothetical outcomes in any case a lot of detail as could be ordinary. There [...]
Biomedical, Biopharma and Clinical Research
2021-02-25 - 2021-02-26    
All Day
Biomedical research 2021 provides a platform to enhance your knowledge and forecast future developments in biomedical, bio pharma and clinical research and strives to provide [...]
Parasitology & Infectious Diseases 2021
2021-02-25    
All Day
INFECTIOUS DISEASES CONGRESS 2021 on behalf of its Organizing Committee, assemble all the renowned Pathologists, Immunologists, Researchers, Cellular and Molecular Biologists, Immune therapists, Academicians, Biotechnologists, [...]
Tissue Science and Regenerative Medicine
2021-02-26 - 2021-02-27    
All Day
Tissue Science 2021 proudly invites contributors across the globe to attend “International Conference on Tissue Science and Regenerative Medicine” during February 26-27, 2021 (Webinar) which [...]
Infectious Diseases, Microbiology & Beneficial Microbes
2021-02-26 - 2021-02-27    
All Day
Infectious diseases are ultimately caused by microscopic organisms like bacteria, viruses, fungi or parasites where Microbiology is the investigation of these minute life forms. A [...]
Stress Management 2021
2021-02-26    
All Day
Stress Management Meet 2021 will be a great platform for exchanging new ideas and research. It’s an online event which will grab the attendee’s attention [...]
Heart Care and Diseases 2021
2021-03-03    
All Day
Euro Heart Conference 2020 will join world-class professors, scientists, researchers, students, Perfusionists, cardiologists to discuss methodology for ailment remediation for heart diseases, Electrocardiography, Heart Failure, [...]
Gastroenterology and Digestive Disorders
2021-03-04 - 2021-03-05    
All Day
Gastroenterology Diseases is clearing a worldwide stage by drawing in 2500+ Gastroenterologists, Hepatologists, Surgeons going from Researchers, Academicians and Business experts, who are working in [...]
Environmental Toxicology and Ecological Risk Assessment
2021-03-04 - 2021-03-05    
All Day
Environmental Toxicology 2021 you can meet the world leading toxicologists, biochemists, pharmacologists, and also the industry giants who will provide you with the modern inventions [...]
Dermatology, Cosmetology and Plastic Surgery
2021-03-05 - 2021-03-06    
All Day
Market Analysis Speaking Opportunities Speaking Opportunities: We are constantly intrigued by hearing from professionals/practitioners who want to share their direct encounters and contextual investigations with [...]
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Articles

Feb 22: Using EHR’s to Track Prediabetes Recognition and Treatment

medical identity theft

How quickly are clinicians identifying prediabetes in their patients, and then following up and treating it?…

With an estimated one-quarter of Americans prediabetic it is more important than ever to look at ways to prevent progression of prediabetes to type 2 DM. Lifestyle changes and initiation of metformin are some methods that are proven to prevent or slow the progression to T2DM. Methods such as these are often underutilized as screening and treatment of prediabetes has been reported as very limited. A study by Schmittdiel, J. et al was designed to examine the clinical response to incident prediabetes range blood glucose levels in a large, integrated health delivery system.

This study was a retrospective cohort study that obtained its patients from the integrated EHR, which combines diagnosis, utilization, pharmacy, and laboratory records. The incident prediabetes cohort was made by selecting all patients in the system age 18 and older with laboratory defined prediabetes (FPG 100-125 mg/dL or A1C 5.7-6.4%) between Jan 2006 and Dec 31, 2010. Patients that were excluded from the cohort were those that had tested in this range within the last 2 years, those with a preexisting diagnosis of diabetes or prediabetes during this time, and those that progressed to diabetes within the first six months after their first laboratory value was recorded. The clinical responses to the first FPG or A1C values in the prediabetes range as classified above were determined by analyzing EHR data for 6 months following the patient’s classification as “prediabetic”. The responses that were tracked include the following: retesting of blood glucose values, a recorded diagnosis of prediabetes or hyperglycemia, a metformin prescription fill, or a referral/visit to health education or nutritional services. Text-string searches within the EHR record progress notes were also used to look for documentation of a clinician-patient discussion of prediabetes or its management using search terms such as diet, lifestyle changes, diabetes, etc.

Of the 368,053 patients included in the prediabetes cohort, 43.5% of patients had evidence of a clinical response within 6 months. Metformin was initiated in less than 1% of patients, and less than 5% were referred to a program on wellness, health education or lifestyle changes. Clinical response rates were found to be greater in patients with higher FPG and A1C values, especially those with initial FPG values of 120-125 mg/dL.

The findings of this study show that those with the highest immediate risk of developing diabetes (based on higher baseline BG levels and higher BMI) were more likely to have some sort of clinical follow-up. Metformin use, however, was low amongst all patients and did not increase in those at highest risk. One possible reason for the lack of lifestyle interventions and metformin initiation may be a lack of evidence-based guidelines showing providers how to appropriately care for patients diagnosed with prediabetes. Additional research that looks at which evidence-based guidelines for prediabetes are most effective in improving outcomes in these patients would be beneficial, as well as how to encourage adoption of these guidelines in healthcare settings. There are some limitations to this study, including that results may not reflect care found in other settings. Also, text notes were searched in clinician’s progress notes and used as evidence of diabetes counseling. These notes may not be reflective of all prediabetes discussions that occurred between the patient and the physician as only certain search terms were used. Despite these limitations, the results of this study show that recognition and treatment of prediabetes are low, and further efforts need to be made to improve identification of prediabetes and its subsequent treatment.

Practice Pearls:
  • Patients with prediabetes who are at higher risk of developing T2DM due to elevated FPG or A1C values had higher rates of clinical follow-up and treatment.
  • Metformin initiation rates were low among all patients despite evidence showing it is effective at reducing the risk of progression to diabetes.

Schmittdiel, J. et al. “Novel Use and Utility of Integrated Electronic Health Records to Assess Rates of Prediabetes Recognition and Treatment: Brief Report From and Integrated Electronic Health Records Pilot Study” Diabetes Care. 2014; 37(2): 565-568. 

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