Assessment 2 Proposal to Administration Student Name Capella University Prof Name July 29 2024 NURS FPX 6414 Advancing Health Care Through Data Mining OnlineClassAssignment com Do you need Help to complete your Capella Uni MSN FlexPath Class in 1 Billing Email Us contact OnlineClassAssignment com Website OnlineClassAssignment com For Free MSN Sample OnlineClassAssignment com free Sample Proposal to Administration Improving Self Management Strategies for Type 2 Diabetes T2D The effective management of Type 2 Diabetes T2D requires a collaborative effort among healthcare professionals nurses and relevant stakeholders to address this widespread condition which affects millions of individuals in the United States Winkley et al 2020 Empowering patients with the necessary self monitoring skills is fundamental to managing T2D This proposal highlights key aspects of T2D self management within healthcare settings including regular blood glucose monitoring structured dietary planning and encouraging consistent physical activity Agarwal et al 2019 The overarching goal is to emphasize the importance of monitoring T2D outcomes to enhance patient care quality OnlineClassAssignment com Justi cation and Methods for Outcome Evaluation With over 500 million individuals diagnosed with T2D in the U S it is essential to evaluate speci c outcomes that promote patient self management through diabetes education programs Adam 2018 Initiatives like Diabetes Self Management Education and Support DSMES provide critical tools that enable patients to manage their condition effectively raise community awareness and foster positive self care behaviors The Chronic Disease Management System CDMS also plays a vital role in controlling blood glucose levels and preventing complications thereby improving Do you need Help to complete your Capella Uni MSN FlexPath Class in 1 Billing Email Us contact OnlineClassAssignment com Website OnlineClassAssignment com For Free MSN Sample OnlineClassAssignment com free Sample patient quality of life and reducing healthcare expenses Agarwal et al 2019 Evaluating outcomes is essential to establish baseline measures for patients Benchmark Standards The American Diabetes Association suggests maintaining blood glucose levels below 7 van Smoorenburg et al 2019 Additionally a weight loss target of up to 15 may be recommended depending on medication effectiveness Apovian et al 2018 Despite these benchmarks a 5 mortality rate among patients indicates an urgent need for improvements in the quality of hospital care Data Interpretation and Benchmark Alignment Over the past 40 years the prevalence of T2D has steadily increased in Western countries with a signi cant rise among younger populations in recent years Winkley et al 2020 Blood glucose levels under 140 mg dL are considered normal while levels exceeding 200 mg dL suggest a greater risk of diabetes This underscores the importance of T2D self management programs in reducing readmission rates and improving outcomes Data Measures and Trends Assessing data measures and trends is crucial for determining the effectiveness of services Important indicators include early mortality rates reduced life expectancy a 25 readmission rate for T2D in the U S and the inverse relationship between education levels and disease prevalence Furthermore the risk of T2D is signi cantly higher among Hispanic and Black Americans compared to other racial groups Wu 2019 OnlineClassAssignment com Data Spreadsheet Diabetes mellitus remains a global health challenge with its prevalence among adults rising from 4 7 to 8 5 between the 1980s and 2015 Agarwal et al 2019 Since 2019 diabetes has been the seventh leading cause of death in the U S with approximately 87 647 death certi cates listing it as a contributing factor Adam 2018 The attached datasheet provides relevant statistics on T2D across different racial groups in the U S considering disparities in education and race Conclusion A comprehensive analysis of T2D self management reveals a clear connection between education levels and diabetes prevalence in the U S Effective behavioral self management practices are essential for both healthcare professionals and patients Do you need Help to complete your Capella Uni MSN FlexPath Class in 1 Billing Email Us contact OnlineClassAssignment com Website OnlineClassAssignment com For Free MSN Sample OnlineClassAssignment com free Sample in addressing the rising diabetes rates Evidence shows a continual increase in T2D diagnoses driven by lower education levels and racial disparities OnlineClassAssignment com Do you need Help to complete your Capella Uni MSN FlexPath Class in 1 Billing Email Us contact OnlineClassAssignment com Website OnlineClassAssignment com For Free MSN Sample OnlineClassAssignment com free Sample References Adam L O Connor C Garcia A C 2018 Evaluating the impact of diabetes self management education methods on knowledge attitudes and behaviors of adult patients with type 2 diabetes mellitus Canadian Journal of Diabetes 42 5 470 477 e2 https doi org 10 1016 j jcjd 2017 11 003 Agarwal P Mukerji G Desveaux L Ivers N M Bhattacharyya O Hensel J M Bhatia R S 2019 Mobile app for improved self management of type 2 diabetes Multicenter pragmatic randomized controlled trial JMIR mHealth and uHealth 7 1 e10321 https doi org 10 2196 10321 Apovian C M Okemah J O Neil P M 2018 Body weight considerations in the management of type 2 diabetes Advances in Therapy 36 1 44 58 https doi org 10 1007 s12325 018 0824 8 van Smoorenburg A N Hertroijs D F L Dekkers T Elissen A M J Melles M 2019 Patient s perspective on self management type 2 diabetes in daily life BMC Health Services Research 19 1 605 https doi org 10 1186 s12913 019 4384 7 Winkley K Upsher R Stahl D Pollard D Kasera A Brennan A Ismail K 2020 Psychological interventions to improve self management of type 1 and type 2 diabetes a systematic review Health Technology Assessment Winchester England 24 28 1 232 https doi org 10 3310 hta24280 OnlineClassAssignment com Wu F L Tai H C Sun J C 2019 Self management experience of middle aged and older adults with Type 2 Diabetes A qualitative study Asian Nursing Research 13 3 209 215 https doi org 10 1016 j anr 2019 06 002 Do you need Help to complete your Capella Uni MSN FlexPath Class in 1 Billing Email Us contact OnlineClassAssignment com Website OnlineClassAssignment com For Free MSN Sample OnlineClassAssignment com free Sample