Cargando…
Coupled Effect of Electronic Medical Record Modifications and Lean Six Sigma Methodology on Rheumatoid Arthritis Disease Activity Measurement and Treat‐to‐Target Outcomes
OBJECTIVE: Rheumatoid arthritis (RA) disease activity assessment is critical for treatment decisions and treat to target (T2T) outcomes. Utilization of the electronic medical record (EMR) and techniques to improve the routine capture of disease activity measures in clinical practice are not well des...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7966875/ https://www.ncbi.nlm.nih.gov/pubmed/33570251 http://dx.doi.org/10.1002/acr2.11233 |
_version_ | 1783665755091369984 |
---|---|
author | Bajaj, Puneet Kollipara, Usha Koganti, Rama Wang, Dan (Claire) Chennu, Navreet Bhat, Deepa Mutz, Jacqueline Willett, Duwayne Fish, Jason Karp, David |
author_facet | Bajaj, Puneet Kollipara, Usha Koganti, Rama Wang, Dan (Claire) Chennu, Navreet Bhat, Deepa Mutz, Jacqueline Willett, Duwayne Fish, Jason Karp, David |
author_sort | Bajaj, Puneet |
collection | PubMed |
description | OBJECTIVE: Rheumatoid arthritis (RA) disease activity assessment is critical for treatment decisions and treat to target (T2T) outcomes. Utilization of the electronic medical record (EMR) and techniques to improve the routine capture of disease activity measures in clinical practice are not well described. We leveraged a Lean Six Sigma (LSS) approach, a data‐driven five‐step process improvement and problem‐solving methodology, coupled with EMR modifications to evaluate improvement in disease activity documentation and patient outcomes. METHODS: A RA registry was established, and structured fields for Routine Assessment of Patient Index Data (RAPID3) and Clinical Disease Activity Index (CDAI) were built in the EMR, along with a dashboard to display provider performance rates. An initial rapid‐cycle improvement intervention was launched, and subsequent LSS improvement cycles helped in standardization of clinic workflow, modifying provider behaviors, and motivating better documentation practices. Trends related to CDAI score categories were compared over time using run charts. RESULTS: Our project included 1322 patients with RA and 10 241 encounters between April 2016 and December 2019. Initially, RAPID3 completion rates increased from 16% to 50%, and CDAI from 15% to 44% from the RCI intervention. Post LSS intervention, the RAPID3 rate increased to more than 90% (sustained at 85%), and CDAI rate increased to more than 80% (sustained at 72%). The patients in the low disease/remission category increased from 54% to 66% (p < 0.001), and those in the high disease category decreased from 15% to 7% (p < 0.001), demonstrating improved T2T outcomes. CONCLUSION: Combining EMR modifications with systems redesign utilizing LSS approach led to impressive and sustained improvement in disease activity documentation and T2T outcomes. |
format | Online Article Text |
id | pubmed-7966875 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79668752021-03-19 Coupled Effect of Electronic Medical Record Modifications and Lean Six Sigma Methodology on Rheumatoid Arthritis Disease Activity Measurement and Treat‐to‐Target Outcomes Bajaj, Puneet Kollipara, Usha Koganti, Rama Wang, Dan (Claire) Chennu, Navreet Bhat, Deepa Mutz, Jacqueline Willett, Duwayne Fish, Jason Karp, David ACR Open Rheumatol Original Articles OBJECTIVE: Rheumatoid arthritis (RA) disease activity assessment is critical for treatment decisions and treat to target (T2T) outcomes. Utilization of the electronic medical record (EMR) and techniques to improve the routine capture of disease activity measures in clinical practice are not well described. We leveraged a Lean Six Sigma (LSS) approach, a data‐driven five‐step process improvement and problem‐solving methodology, coupled with EMR modifications to evaluate improvement in disease activity documentation and patient outcomes. METHODS: A RA registry was established, and structured fields for Routine Assessment of Patient Index Data (RAPID3) and Clinical Disease Activity Index (CDAI) were built in the EMR, along with a dashboard to display provider performance rates. An initial rapid‐cycle improvement intervention was launched, and subsequent LSS improvement cycles helped in standardization of clinic workflow, modifying provider behaviors, and motivating better documentation practices. Trends related to CDAI score categories were compared over time using run charts. RESULTS: Our project included 1322 patients with RA and 10 241 encounters between April 2016 and December 2019. Initially, RAPID3 completion rates increased from 16% to 50%, and CDAI from 15% to 44% from the RCI intervention. Post LSS intervention, the RAPID3 rate increased to more than 90% (sustained at 85%), and CDAI rate increased to more than 80% (sustained at 72%). The patients in the low disease/remission category increased from 54% to 66% (p < 0.001), and those in the high disease category decreased from 15% to 7% (p < 0.001), demonstrating improved T2T outcomes. CONCLUSION: Combining EMR modifications with systems redesign utilizing LSS approach led to impressive and sustained improvement in disease activity documentation and T2T outcomes. John Wiley and Sons Inc. 2021-02-11 /pmc/articles/PMC7966875/ /pubmed/33570251 http://dx.doi.org/10.1002/acr2.11233 Text en © 2021 The Authors. ACR Open Rheumatology published by Wiley Periodicals LLC on behalf of American College of Rheumatology. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Articles Bajaj, Puneet Kollipara, Usha Koganti, Rama Wang, Dan (Claire) Chennu, Navreet Bhat, Deepa Mutz, Jacqueline Willett, Duwayne Fish, Jason Karp, David Coupled Effect of Electronic Medical Record Modifications and Lean Six Sigma Methodology on Rheumatoid Arthritis Disease Activity Measurement and Treat‐to‐Target Outcomes |
title | Coupled Effect of Electronic Medical Record Modifications and Lean Six Sigma Methodology on Rheumatoid Arthritis Disease Activity Measurement and Treat‐to‐Target Outcomes |
title_full | Coupled Effect of Electronic Medical Record Modifications and Lean Six Sigma Methodology on Rheumatoid Arthritis Disease Activity Measurement and Treat‐to‐Target Outcomes |
title_fullStr | Coupled Effect of Electronic Medical Record Modifications and Lean Six Sigma Methodology on Rheumatoid Arthritis Disease Activity Measurement and Treat‐to‐Target Outcomes |
title_full_unstemmed | Coupled Effect of Electronic Medical Record Modifications and Lean Six Sigma Methodology on Rheumatoid Arthritis Disease Activity Measurement and Treat‐to‐Target Outcomes |
title_short | Coupled Effect of Electronic Medical Record Modifications and Lean Six Sigma Methodology on Rheumatoid Arthritis Disease Activity Measurement and Treat‐to‐Target Outcomes |
title_sort | coupled effect of electronic medical record modifications and lean six sigma methodology on rheumatoid arthritis disease activity measurement and treat‐to‐target outcomes |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7966875/ https://www.ncbi.nlm.nih.gov/pubmed/33570251 http://dx.doi.org/10.1002/acr2.11233 |
work_keys_str_mv | AT bajajpuneet coupledeffectofelectronicmedicalrecordmodificationsandleansixsigmamethodologyonrheumatoidarthritisdiseaseactivitymeasurementandtreattotargetoutcomes AT kolliparausha coupledeffectofelectronicmedicalrecordmodificationsandleansixsigmamethodologyonrheumatoidarthritisdiseaseactivitymeasurementandtreattotargetoutcomes AT kogantirama coupledeffectofelectronicmedicalrecordmodificationsandleansixsigmamethodologyonrheumatoidarthritisdiseaseactivitymeasurementandtreattotargetoutcomes AT wangdanclaire coupledeffectofelectronicmedicalrecordmodificationsandleansixsigmamethodologyonrheumatoidarthritisdiseaseactivitymeasurementandtreattotargetoutcomes AT chennunavreet coupledeffectofelectronicmedicalrecordmodificationsandleansixsigmamethodologyonrheumatoidarthritisdiseaseactivitymeasurementandtreattotargetoutcomes AT bhatdeepa coupledeffectofelectronicmedicalrecordmodificationsandleansixsigmamethodologyonrheumatoidarthritisdiseaseactivitymeasurementandtreattotargetoutcomes AT mutzjacqueline coupledeffectofelectronicmedicalrecordmodificationsandleansixsigmamethodologyonrheumatoidarthritisdiseaseactivitymeasurementandtreattotargetoutcomes AT willettduwayne coupledeffectofelectronicmedicalrecordmodificationsandleansixsigmamethodologyonrheumatoidarthritisdiseaseactivitymeasurementandtreattotargetoutcomes AT fishjason coupledeffectofelectronicmedicalrecordmodificationsandleansixsigmamethodologyonrheumatoidarthritisdiseaseactivitymeasurementandtreattotargetoutcomes AT karpdavid coupledeffectofelectronicmedicalrecordmodificationsandleansixsigmamethodologyonrheumatoidarthritisdiseaseactivitymeasurementandtreattotargetoutcomes |