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Challenges and remediation for Patient Safety Indicators in the transition to ICD-10-CM

Reporting of hospital adverse events relies on Patient Safety Indicators (PSIs) using International Classification of Diseases, Ninth Edition, Clinical Modification (ICD-9-CM) codes. The US transition to ICD-10-CM in 2015 could result in erroneous comparisons of PSIs. Using the General Equivalent Ma...

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Autores principales: Boyd, Andrew D, Yang, Young Min, Li, Jianrong, Kenost, Colleen, Burton, Mike D, Becker, Bryan, Lussier, Yves A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4433358/
https://www.ncbi.nlm.nih.gov/pubmed/25186492
http://dx.doi.org/10.1136/amiajnl-2013-002491
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author Boyd, Andrew D
Yang, Young Min
Li, Jianrong
Kenost, Colleen
Burton, Mike D
Becker, Bryan
Lussier, Yves A
author_facet Boyd, Andrew D
Yang, Young Min
Li, Jianrong
Kenost, Colleen
Burton, Mike D
Becker, Bryan
Lussier, Yves A
author_sort Boyd, Andrew D
collection PubMed
description Reporting of hospital adverse events relies on Patient Safety Indicators (PSIs) using International Classification of Diseases, Ninth Edition, Clinical Modification (ICD-9-CM) codes. The US transition to ICD-10-CM in 2015 could result in erroneous comparisons of PSIs. Using the General Equivalent Mappings (GEMs), we compared the accuracy of ICD-9-CM coded PSIs against recommended ICD-10-CM codes from the Centers for Medicaid/Medicare Services (CMS). We further predict their impact in a cohort of 38 644 patients (1 446 581 visits and 399 hospitals). We compared the predicted results to the published PSI related ICD-10-CM diagnosis codes. We provide the first report of substantial hospital safety reporting errors with five direct comparisons from the 23 types of PSIs (transfusion and anesthesia related PSIs). One PSI was excluded from the comparison between code sets due to reorganization, while 15 additional PSIs were inaccurate to a lesser degree due to the complexity of the coding translation. The ICD-10-CM translations proposed by CMS pose impending risks for (1) comparing safety incidents, (2) inflating the number of PSIs, and (3) increasing the variability of calculations attributable to the abundance of coding system translations. Ethical organizations addressing ‘data-, process-, and system-focused’ improvements could be penalized using the new ICD-10-CM Agency for Healthcare Research and Quality PSIs because of apparent increases in PSIs bearing the same PSI identifier and label, yet calculated differently. Here we investigate which PSIs would reliably transition between ICD-9-CM and ICD-10-CM, and those at risk of under-reporting and over-reporting adverse events while the frequency of these adverse events remain unchanged.
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spelling pubmed-44333582016-01-01 Challenges and remediation for Patient Safety Indicators in the transition to ICD-10-CM Boyd, Andrew D Yang, Young Min Li, Jianrong Kenost, Colleen Burton, Mike D Becker, Bryan Lussier, Yves A J Am Med Inform Assoc Brief Communication Reporting of hospital adverse events relies on Patient Safety Indicators (PSIs) using International Classification of Diseases, Ninth Edition, Clinical Modification (ICD-9-CM) codes. The US transition to ICD-10-CM in 2015 could result in erroneous comparisons of PSIs. Using the General Equivalent Mappings (GEMs), we compared the accuracy of ICD-9-CM coded PSIs against recommended ICD-10-CM codes from the Centers for Medicaid/Medicare Services (CMS). We further predict their impact in a cohort of 38 644 patients (1 446 581 visits and 399 hospitals). We compared the predicted results to the published PSI related ICD-10-CM diagnosis codes. We provide the first report of substantial hospital safety reporting errors with five direct comparisons from the 23 types of PSIs (transfusion and anesthesia related PSIs). One PSI was excluded from the comparison between code sets due to reorganization, while 15 additional PSIs were inaccurate to a lesser degree due to the complexity of the coding translation. The ICD-10-CM translations proposed by CMS pose impending risks for (1) comparing safety incidents, (2) inflating the number of PSIs, and (3) increasing the variability of calculations attributable to the abundance of coding system translations. Ethical organizations addressing ‘data-, process-, and system-focused’ improvements could be penalized using the new ICD-10-CM Agency for Healthcare Research and Quality PSIs because of apparent increases in PSIs bearing the same PSI identifier and label, yet calculated differently. Here we investigate which PSIs would reliably transition between ICD-9-CM and ICD-10-CM, and those at risk of under-reporting and over-reporting adverse events while the frequency of these adverse events remain unchanged. Oxford University Press 2015-01 2014-09-03 /pmc/articles/PMC4433358/ /pubmed/25186492 http://dx.doi.org/10.1136/amiajnl-2013-002491 Text en © The Author 2014. Published by Oxford University Press on behalf of the American Medical Informatics Association. http://creativecommons.org/licenses/by-nc/4.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.comFor numbered affiliations see end of article.
spellingShingle Brief Communication
Boyd, Andrew D
Yang, Young Min
Li, Jianrong
Kenost, Colleen
Burton, Mike D
Becker, Bryan
Lussier, Yves A
Challenges and remediation for Patient Safety Indicators in the transition to ICD-10-CM
title Challenges and remediation for Patient Safety Indicators in the transition to ICD-10-CM
title_full Challenges and remediation for Patient Safety Indicators in the transition to ICD-10-CM
title_fullStr Challenges and remediation for Patient Safety Indicators in the transition to ICD-10-CM
title_full_unstemmed Challenges and remediation for Patient Safety Indicators in the transition to ICD-10-CM
title_short Challenges and remediation for Patient Safety Indicators in the transition to ICD-10-CM
title_sort challenges and remediation for patient safety indicators in the transition to icd-10-cm
topic Brief Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4433358/
https://www.ncbi.nlm.nih.gov/pubmed/25186492
http://dx.doi.org/10.1136/amiajnl-2013-002491
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