Cargando…

The Type 1 Diabetes Composite Score: An Innovative Metric for Measuring Patient Care Outcomes Beyond Hemoglobin A(1c)

Patient outcomes resulting from optimal type 1 diabetes (T1D) care have historically focused on driving a single metric, hemoglobin A(1c). Our objectives were to design, build, and launch an aggregate clinical indicator that comprehensively reflects patient management status beyond hemoglobin A(1c)...

Descripción completa

Detalles Bibliográficos
Autores principales: Indyk, Justin A., Buckingham, Don, Obrynba, Kathryn S., Servick, Chris, Gandhi, Kajal K., Kramer, Alyssa, Kamboj, Manmohan K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7531753/
https://www.ncbi.nlm.nih.gov/pubmed/33062905
http://dx.doi.org/10.1097/pq9.0000000000000354
_version_ 1783589791663652864
author Indyk, Justin A.
Buckingham, Don
Obrynba, Kathryn S.
Servick, Chris
Gandhi, Kajal K.
Kramer, Alyssa
Kamboj, Manmohan K.
author_facet Indyk, Justin A.
Buckingham, Don
Obrynba, Kathryn S.
Servick, Chris
Gandhi, Kajal K.
Kramer, Alyssa
Kamboj, Manmohan K.
author_sort Indyk, Justin A.
collection PubMed
description Patient outcomes resulting from optimal type 1 diabetes (T1D) care have historically focused on driving a single metric, hemoglobin A(1c). Our objectives were to design, build, and launch an aggregate clinical indicator that comprehensively reflects patient management status beyond hemoglobin A(1c) alone. This project aimed to show proof-of-principle that an aggregate score comprised of T1D outcome metrics could be built to track quality performance. METHODS: We established an electronic medical record-based diabetes registry and utilized its population health modules to design and build this diabetes care metric. Elements representing optimal diabetes management, as defined by current guidelines and expert opinion, were identified. Nine elements fall into categories of management tools, care assessments, and complications risk. The Type 1 Diabetes Composite Score (T1DCS) aggregates these outcome measures to reflect the overall diabetes care status for each patient. Higher scores suggest better management and overall improved patient health. RESULTS: We launched this metric build in November 2018 and applied the scoring to our T1D population (≈1,900 patients). The T1DCS quickly provides a summary of current diabetes management status. T1DCS viewed over the registry cohort demonstrates a normal distribution, and scores improved from March to September 2019, reflecting better care and outcomes, and illustrating the potential to track program effectiveness. CONCLUSIONS: The T1DCS is a useful metric to evaluate the clinical status of T1D patients, assess the capability of a clinical program to achieve optimal diabetes outcomes, identify patient diversity opportunities, and document outcome improvement as a novel comprehensive quality measure.
format Online
Article
Text
id pubmed-7531753
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Lippincott Williams & Wilkins
record_format MEDLINE/PubMed
spelling pubmed-75317532020-10-14 The Type 1 Diabetes Composite Score: An Innovative Metric for Measuring Patient Care Outcomes Beyond Hemoglobin A(1c) Indyk, Justin A. Buckingham, Don Obrynba, Kathryn S. Servick, Chris Gandhi, Kajal K. Kramer, Alyssa Kamboj, Manmohan K. Pediatr Qual Saf Individual QI Projects From Single Institutions Patient outcomes resulting from optimal type 1 diabetes (T1D) care have historically focused on driving a single metric, hemoglobin A(1c). Our objectives were to design, build, and launch an aggregate clinical indicator that comprehensively reflects patient management status beyond hemoglobin A(1c) alone. This project aimed to show proof-of-principle that an aggregate score comprised of T1D outcome metrics could be built to track quality performance. METHODS: We established an electronic medical record-based diabetes registry and utilized its population health modules to design and build this diabetes care metric. Elements representing optimal diabetes management, as defined by current guidelines and expert opinion, were identified. Nine elements fall into categories of management tools, care assessments, and complications risk. The Type 1 Diabetes Composite Score (T1DCS) aggregates these outcome measures to reflect the overall diabetes care status for each patient. Higher scores suggest better management and overall improved patient health. RESULTS: We launched this metric build in November 2018 and applied the scoring to our T1D population (≈1,900 patients). The T1DCS quickly provides a summary of current diabetes management status. T1DCS viewed over the registry cohort demonstrates a normal distribution, and scores improved from March to September 2019, reflecting better care and outcomes, and illustrating the potential to track program effectiveness. CONCLUSIONS: The T1DCS is a useful metric to evaluate the clinical status of T1D patients, assess the capability of a clinical program to achieve optimal diabetes outcomes, identify patient diversity opportunities, and document outcome improvement as a novel comprehensive quality measure. Lippincott Williams & Wilkins 2020-09-25 /pmc/articles/PMC7531753/ /pubmed/33062905 http://dx.doi.org/10.1097/pq9.0000000000000354 Text en Copyright © 2020 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) , where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.
spellingShingle Individual QI Projects From Single Institutions
Indyk, Justin A.
Buckingham, Don
Obrynba, Kathryn S.
Servick, Chris
Gandhi, Kajal K.
Kramer, Alyssa
Kamboj, Manmohan K.
The Type 1 Diabetes Composite Score: An Innovative Metric for Measuring Patient Care Outcomes Beyond Hemoglobin A(1c)
title The Type 1 Diabetes Composite Score: An Innovative Metric for Measuring Patient Care Outcomes Beyond Hemoglobin A(1c)
title_full The Type 1 Diabetes Composite Score: An Innovative Metric for Measuring Patient Care Outcomes Beyond Hemoglobin A(1c)
title_fullStr The Type 1 Diabetes Composite Score: An Innovative Metric for Measuring Patient Care Outcomes Beyond Hemoglobin A(1c)
title_full_unstemmed The Type 1 Diabetes Composite Score: An Innovative Metric for Measuring Patient Care Outcomes Beyond Hemoglobin A(1c)
title_short The Type 1 Diabetes Composite Score: An Innovative Metric for Measuring Patient Care Outcomes Beyond Hemoglobin A(1c)
title_sort type 1 diabetes composite score: an innovative metric for measuring patient care outcomes beyond hemoglobin a(1c)
topic Individual QI Projects From Single Institutions
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7531753/
https://www.ncbi.nlm.nih.gov/pubmed/33062905
http://dx.doi.org/10.1097/pq9.0000000000000354
work_keys_str_mv AT indykjustina thetype1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT buckinghamdon thetype1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT obrynbakathryns thetype1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT servickchris thetype1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT gandhikajalk thetype1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT krameralyssa thetype1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT kambojmanmohank thetype1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT indykjustina type1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT buckinghamdon type1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT obrynbakathryns type1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT servickchris type1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT gandhikajalk type1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT krameralyssa type1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c
AT kambojmanmohank type1diabetescompositescoreaninnovativemetricformeasuringpatientcareoutcomesbeyondhemoglobina1c