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A mobile and web-based clinical decision support and monitoring system for diabetes mellitus patients in primary care: a study protocol for a randomized controlled trial

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TLDR
The developed CDSMS will be the first of its kind to utilize evidence based guidelines to provide health services to DM patients and to determine the effectiveness of the system, which is used by physicians and patients in primary care.
Abstract
Physicians’ guideline use rates for diagnosis, treatment and monitoring of diabetes mellitus (DM) is very low. Time constraints, patient overpopulation, and complex guidelines require alternative solutions for real time patient monitoring. Rapidly evolving e-health technology combined with clinical decision support and monitoring systems (CDSMS) provides an effective solution to these problems. The purpose of the study is to develop a user-friendly, comprehensive, fully integrated web and mobile-based Clinical Decision Support and Monitoring System (CDSMS) for the screening, diagnosis, treatment, and monitoring of DM diseases which is used by physicians and patients in primary care and to determine the effectiveness of the system. The CDSMS will be based on evidence-based guidelines for DM disease. A web and mobile-based application will be developed in which the physician will remotely monitor patient data through mobile applications in real time. The developed CDSMS will be tested in two stages. In the first stage, the usability, understandability, and adequacy of the application will be determined. Five primary care physicians will use the developed application for at least 16 DM patients. Necessary improvements will be made according to physician feedback. In the second phase, a parallel, single-blind, randomized controlled trial will be implemented. DM diagnosed patients will be recruited for the CDSMS trial by their primary care physicians. Ten physicians and their 439 patients will be involved in the study. Eligible participants will be assigned to intervention and control groups with simple randomization. The significance level will be accepted as p < 0.05. In the intervention group, the system will make recommendations on patient monitoring, diagnosis, and treatment. These recommendations will be implemented at the physician’s discretion. Patients in the control group will be treated by physicians according to current DM treatment standards. Patients in both groups will be monitored for 6 months. Patient data will be compared between 0th and 6th month of the study. . Clinical and laboratory outcomes will be assessed in person while others will be self-assessed online. The developed system will be the first of its kind to utilize evidence based guidelines to provide health services to DM patients. ClinicalTrials.gov NCT02917226 . 28 September 2016.

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Advances in Sharing Multi-sourced Health Data on Decision Support Science 2016-2017.

TL;DR: Partnerships with Electronic Health Record and commercial CDS vendors, policy makers, standards development agencies, clinicians, and patients are needed to see CDS deployed in the evolving learning health system.
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Mobile Clinical Decision Support System for the Management of Diabetic Patients With Kidney Complications in UK Primary Care Settings: Mixed Methods Feasibility Study

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References
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Journal ArticleDOI

Standards of medical care in diabetes.

David A. Power
- 01 Feb 2006 - 
TL;DR: I would like to take issue with the use of the phrase “standards of medical care in diabetes,” which is used to describe diabetes care standards, in the recently updated and circulatedADA 2006 Clinical Practice Recommendations.
Journal ArticleDOI

Health Promotion by Social Cognitive Means

TL;DR: This article examines health promotion and disease prevention from the perspective of social cognitive theory, a multifaceted causal structure in which self-efficacy beliefs operate together with goals, outcome expectations, and perceived environmental impediments and facilitators in the regulation of human motivation, behavior, and well-being.
Journal ArticleDOI

Standards of Medical Care in Diabetes: Response to Power

TL;DR: The title “Standards of Medical Care in Diabetes” was chosen because in the view of the American Diabetes Association (ADA), the recommendations represent what the association considers the “standards” for the care of patients with diabetes.
Journal ArticleDOI

Standards of Medical Care in Diabetes—2012

Vittorio Basevi
- 13 Dec 2011 - 
TL;DR: These standards of care are intended to provide clinicians, patients, researchers, payers, and other interested individuals with the components of diabetes care, general treatment goals, and tools to evaluate the quality of care.
Journal ArticleDOI

Predictive validity of a medication adherence measure in an outpatient setting

TL;DR: The medication adherence measure proved to be reliable, with good concurrent and predictive validity in primarily low‐income, minority patients with hypertension and might function as a screening tool in outpatient settings with other patient groups.
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