EWMA control chart using repetitive sampling for monitoring blood glucose levels in type-II diabetes patients
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Date
2019
Journal Title
Journal ISSN
Volume Title
Publisher
MDPI
Abstract
Abstract: In this paper, we discuss the application of the exponentially weighted moving average
(EWMA) control chart for the monitoring blood glucose in type-II diabetes patients. We present tables
for the practical use in healthcare. From the simulation results and a real example, the efficiency
of the proposed chart in detecting a shift in diabetic level is compared with the existing chart. It is
found that the proposed chart provides a strict method to monitor the diabetic levels in diabetes
patients. From the simulation results and a real example, it is concluded that the use of the proposed
chart in health care issues may reduce the risk of heart disease by monitoring diabetic levels in an
effective way.
Description
Full Text Article. Available at: 10.3390/sym11010057
Keywords
Exponentially weighted moving average chart, Repetitive sampling, Diabetes monitoring, EWMA, Diabetes patients, Type-II diabetes, Blood glucose, Diabetes control chart, Glucose levels, Public health, Exponentially weighted moving average
Citation
Aslam, M., Rao, G. S., Khan, N., & Al-Abbasi, F. A. (2019). EWMA control chart using repetitive sampling for monitoring blood glucose levels in type-II diabetes patients. Symmetry, 11(1), 57.