EWMA Control Chart Using Repetitive Sampling for Monitoring Blood Glucose Levels in Type-II Diabetes Patients
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 prop...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2019-01-01
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| Series: | Symmetry |
| Subjects: | |
| Online Access: | http://www.mdpi.com/2073-8994/11/1/57 |
| _version_ | 1811184894503550976 |
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| author | Muhammad Aslam Gadde Srinivasa Rao Nasrullah Khan Fahad A. Al-Abbasi |
| author_facet | Muhammad Aslam Gadde Srinivasa Rao Nasrullah Khan Fahad A. Al-Abbasi |
| author_sort | Muhammad Aslam |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-04-11T13:21:13Z |
| format | Article |
| id | doaj.art-3a9fa94a18dc48e79a12a03205b736e4 |
| institution | Directory Open Access Journal |
| issn | 2073-8994 |
| language | English |
| last_indexed | 2024-04-11T13:21:13Z |
| publishDate | 2019-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Symmetry |
| spelling | doaj.art-3a9fa94a18dc48e79a12a03205b736e42022-12-22T04:22:12ZengMDPI AGSymmetry2073-89942019-01-011115710.3390/sym11010057sym11010057EWMA Control Chart Using Repetitive Sampling for Monitoring Blood Glucose Levels in Type-II Diabetes PatientsMuhammad Aslam0Gadde Srinivasa Rao1Nasrullah Khan2Fahad A. Al-Abbasi3Department of Statistics, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi ArabiaDepartment of Statistics, The University of Dodoma, Dodoma P.O. Box 259, TanzaniaDepartment of Statistics, University of Veterinary and Animal Sciences, Sub campus Jhang, Lahore 54000 PakistanDepartment of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi ArabiaIn 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.http://www.mdpi.com/2073-8994/11/1/57exponentially weighted moving average chartrepetitive samplingdiabetes monitoringstatistical process monitoring |
| spellingShingle | Muhammad Aslam Gadde Srinivasa Rao Nasrullah Khan Fahad A. Al-Abbasi EWMA Control Chart Using Repetitive Sampling for Monitoring Blood Glucose Levels in Type-II Diabetes Patients Symmetry exponentially weighted moving average chart repetitive sampling diabetes monitoring statistical process monitoring |
| title | EWMA Control Chart Using Repetitive Sampling for Monitoring Blood Glucose Levels in Type-II Diabetes Patients |
| title_full | EWMA Control Chart Using Repetitive Sampling for Monitoring Blood Glucose Levels in Type-II Diabetes Patients |
| title_fullStr | EWMA Control Chart Using Repetitive Sampling for Monitoring Blood Glucose Levels in Type-II Diabetes Patients |
| title_full_unstemmed | EWMA Control Chart Using Repetitive Sampling for Monitoring Blood Glucose Levels in Type-II Diabetes Patients |
| title_short | EWMA Control Chart Using Repetitive Sampling for Monitoring Blood Glucose Levels in Type-II Diabetes Patients |
| title_sort | ewma control chart using repetitive sampling for monitoring blood glucose levels in type ii diabetes patients |
| topic | exponentially weighted moving average chart repetitive sampling diabetes monitoring statistical process monitoring |
| url | http://www.mdpi.com/2073-8994/11/1/57 |
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