Demographics of patients from diabetes essay
Looking at the raw data, patients with diabetes currently live in a low- or middle-income country. This statistic is likely to worsen over time with an expected rise in diabetes in Africa. This review summarizes current demographic risk factors and clinical characteristics associated with diabetes mellitus. A literature search was conducted. We describe a Next-Generation mixed-method approach to reporting qualitative data that combines the benefits of traditional qualitative analysis assessing depth of meaning. The purpose of this study was to determine how clusters or subgroups of insulin-treated people with diabetes, based on health care resource use, select social, Introduction. The burden and outcomes of diabetes can vary significantly depending on people's demographic influences and where they live in the United States. Few studies in India have examined factors affecting the control of diabetes and hypertension. The current study aimed to improve the understanding of multifactorial background. Rational and objective. The global disease burden for diabetes mellitus T2DM is increasing, with expected healthcare expenditures increasing. Finally, this study analyzes data on diabetes T1D patients from T1DX-QI affiliated clinics that have completed the EMR data sharing and quality assurance process as of the time of analysis. Although this includes the total population seeking care at each center, there may be some selection bias as people actively seeking care are likely to - DM2 diabetes accounts for 95 of diabetes cases worldwide WHO, 2019. DM is a chronic metabolic disease associated with high blood sugar levels Goyal et al. 2022 and includes micro- and macrovascular complications. Adults with DM are two to three times more likely to have a heart attack. Microvascular complications are one of the leading causes of death among diabetes patients. This study aimed to investigate the use of a novel machine learning approach for forecasting. Diabetes treatment and management provide a unique opportunity for research on the effectiveness of electronic health record EHRs on patient health outcomes, continuity of care, and areas for further development. This systematic literature review was intended to identify the strengths and weaknesses of the EPD and its capabilities. Data were extracted from patients' medical records and through direct communication with their treating healthcare providers. Data were collected for age, gender, BMI and underlying health conditions, such as hypertension, cardiovascular disease, lung disease, kidney failure, type or malignancy. Diabetes mellitus T1D patients face daily difficulties in maintaining their blood glucose levels. Patientinfo.csv is the file containing information about the patients, such as demographic data. Global and regional trends in diabetes across all ages were collected. Forecast estimates were obtained using the SPSS Time Series Modeler. million people were affected by corresponding diabetes. 28 of the world's population, 4.4 of them - 15 of the elderly. A study of diabetes patients who were all younger, with c levels. 5. was conducted in nine centers in Malaysia. Among these patients. A prevalence of poor glycemic control has been reported. the prevalence of poor glycemic control varied. Most importantly, a lack of patient education and knowledge about these complications can lead to...,,