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Redesigning ambulatory care management for uncontrolled type 2 diabetes: a prospective cohort study of the impact of a Boot Camp model on outcomes

OBJECTIVE: Type 2 diabetes care management (DCM) is challenging. Few studies report meaningful improvements in clinical care settings, warranting DCM redesign. We developed a Boot Camp to provide timely, patient-centered, technology-enabled DCM. Impact on hemoglobin A(1c) (HbA(1c)), emergency depart...

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Autores principales: Magee, Michelle F, Baker, Kelley M, Fernandez, Stephen J, Huang, Chun-Chi, Mete, Mihriye, Montero, Alex R, Nassar, Carine M, Sack, Paul A, Smith, Kelly, Youssef, Gretchen A, Evans, Stephen R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6861097/
https://www.ncbi.nlm.nih.gov/pubmed/31798894
http://dx.doi.org/10.1136/bmjdrc-2019-000731
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author Magee, Michelle F
Baker, Kelley M
Fernandez, Stephen J
Huang, Chun-Chi
Mete, Mihriye
Montero, Alex R
Nassar, Carine M
Sack, Paul A
Smith, Kelly
Youssef, Gretchen A
Evans, Stephen R
author_facet Magee, Michelle F
Baker, Kelley M
Fernandez, Stephen J
Huang, Chun-Chi
Mete, Mihriye
Montero, Alex R
Nassar, Carine M
Sack, Paul A
Smith, Kelly
Youssef, Gretchen A
Evans, Stephen R
author_sort Magee, Michelle F
collection PubMed
description OBJECTIVE: Type 2 diabetes care management (DCM) is challenging. Few studies report meaningful improvements in clinical care settings, warranting DCM redesign. We developed a Boot Camp to provide timely, patient-centered, technology-enabled DCM. Impact on hemoglobin A(1c) (HbA(1c)), emergency department (ED) visits and hospitalizations among adults with uncontrolled type 2 diabetes were examined. RESEARCH DESIGN AND METHODS: The intervention was designed using the Practical Robust Implementation and Sustainability Model to embed elements of the chronic care model. Adults with HbA(1c)>9% (75 mmol/mol) enrolled between November 2014 and November 2017 received diabetes education and medication management by diabetes educators and nurse practitioners via initial clinic and subsequent weekly virtual visits, facilitated by near-real-time blood glucose transmission for 90 days. HbA(1c) and risk for ED visits and hospitalizations at 90 days, and potential savings from reducing avoidable medical utilizations were examined. Boot Camp completers were compared with concurrent, propensity-matched chart controls receiving usual DCM in primary care practices. RESULTS: A cohort of 366 Boot Camp participants plus 366 controls was analyzed. Participants were 79% African-American, 63% female and 59% Medicare-insured or Medicaid-insured and mean age 56 years. Baseline mean HbA(1c) for cases and controls was 11.2% (99 mmol/mol) and 11.3% (100 mmol/mol), respectively. At 90 days, HbA(1c) was 8.1% (65 mmol/mol) and 9.9% (85 mmol/mol), p<0.001, respectively. Risk for 90-day all-cause hospitalizations decreased 77% for participants and increased 58% for controls, p=0.036. Mean potential for monetization of US$3086 annually per participant for averted hospitalizations were calculated. CONCLUSIONS: Redesigning diabetes care management using a pragmatic technology-enabled approach supported translation of evidence-based best practices across a mixed-payer regional healthcare system. Diabetes educators successfully participated in medication initiation and titration. Improvement in glycemic control, reduction in hospitalizations and potential for monetization was demonstrated in a high-risk cohort of adults with uncontrolled type 2 diabetes. TRIAL REGISTRATION NUMBER: NCT02925312.
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spelling pubmed-68610972019-12-03 Redesigning ambulatory care management for uncontrolled type 2 diabetes: a prospective cohort study of the impact of a Boot Camp model on outcomes Magee, Michelle F Baker, Kelley M Fernandez, Stephen J Huang, Chun-Chi Mete, Mihriye Montero, Alex R Nassar, Carine M Sack, Paul A Smith, Kelly Youssef, Gretchen A Evans, Stephen R BMJ Open Diabetes Res Care Clinical care/Education/Nutrition OBJECTIVE: Type 2 diabetes care management (DCM) is challenging. Few studies report meaningful improvements in clinical care settings, warranting DCM redesign. We developed a Boot Camp to provide timely, patient-centered, technology-enabled DCM. Impact on hemoglobin A(1c) (HbA(1c)), emergency department (ED) visits and hospitalizations among adults with uncontrolled type 2 diabetes were examined. RESEARCH DESIGN AND METHODS: The intervention was designed using the Practical Robust Implementation and Sustainability Model to embed elements of the chronic care model. Adults with HbA(1c)>9% (75 mmol/mol) enrolled between November 2014 and November 2017 received diabetes education and medication management by diabetes educators and nurse practitioners via initial clinic and subsequent weekly virtual visits, facilitated by near-real-time blood glucose transmission for 90 days. HbA(1c) and risk for ED visits and hospitalizations at 90 days, and potential savings from reducing avoidable medical utilizations were examined. Boot Camp completers were compared with concurrent, propensity-matched chart controls receiving usual DCM in primary care practices. RESULTS: A cohort of 366 Boot Camp participants plus 366 controls was analyzed. Participants were 79% African-American, 63% female and 59% Medicare-insured or Medicaid-insured and mean age 56 years. Baseline mean HbA(1c) for cases and controls was 11.2% (99 mmol/mol) and 11.3% (100 mmol/mol), respectively. At 90 days, HbA(1c) was 8.1% (65 mmol/mol) and 9.9% (85 mmol/mol), p<0.001, respectively. Risk for 90-day all-cause hospitalizations decreased 77% for participants and increased 58% for controls, p=0.036. Mean potential for monetization of US$3086 annually per participant for averted hospitalizations were calculated. CONCLUSIONS: Redesigning diabetes care management using a pragmatic technology-enabled approach supported translation of evidence-based best practices across a mixed-payer regional healthcare system. Diabetes educators successfully participated in medication initiation and titration. Improvement in glycemic control, reduction in hospitalizations and potential for monetization was demonstrated in a high-risk cohort of adults with uncontrolled type 2 diabetes. TRIAL REGISTRATION NUMBER: NCT02925312. BMJ Publishing Group 2019-11-13 /pmc/articles/PMC6861097/ /pubmed/31798894 http://dx.doi.org/10.1136/bmjdrc-2019-000731 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/.
spellingShingle Clinical care/Education/Nutrition
Magee, Michelle F
Baker, Kelley M
Fernandez, Stephen J
Huang, Chun-Chi
Mete, Mihriye
Montero, Alex R
Nassar, Carine M
Sack, Paul A
Smith, Kelly
Youssef, Gretchen A
Evans, Stephen R
Redesigning ambulatory care management for uncontrolled type 2 diabetes: a prospective cohort study of the impact of a Boot Camp model on outcomes
title Redesigning ambulatory care management for uncontrolled type 2 diabetes: a prospective cohort study of the impact of a Boot Camp model on outcomes
title_full Redesigning ambulatory care management for uncontrolled type 2 diabetes: a prospective cohort study of the impact of a Boot Camp model on outcomes
title_fullStr Redesigning ambulatory care management for uncontrolled type 2 diabetes: a prospective cohort study of the impact of a Boot Camp model on outcomes
title_full_unstemmed Redesigning ambulatory care management for uncontrolled type 2 diabetes: a prospective cohort study of the impact of a Boot Camp model on outcomes
title_short Redesigning ambulatory care management for uncontrolled type 2 diabetes: a prospective cohort study of the impact of a Boot Camp model on outcomes
title_sort redesigning ambulatory care management for uncontrolled type 2 diabetes: a prospective cohort study of the impact of a boot camp model on outcomes
topic Clinical care/Education/Nutrition
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6861097/
https://www.ncbi.nlm.nih.gov/pubmed/31798894
http://dx.doi.org/10.1136/bmjdrc-2019-000731
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