Unexpected discrepancies in hospital administrative databases can impact the accuracy of monitoring thyroid surgery outcomes in France.

<h4>Objective</h4>To determine the validity of hospital administrative databases compared to prospective collection of medical data assessing thyroid surgery complications.<h4>Background</h4>Administrative data are increasingly used to track surgical outcomes.<h4>Method...

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Main Authors: Frederic Mercier, Nathalie Laplace, Elliot J Mitmaker, Cyrille Colin, Jean-Louis Kraimps, Frederic Sebag, Stephanie Bourdy, Antoine Duclos, Jean-Christophe Lifante, CATHY Study Group
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0208416
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spelling doaj-8b40a650c6fc4982a3928eea38da62a02021-03-04T10:39:49ZengPublic Library of Science (PLoS)PLoS ONE1932-62032018-01-011312e020841610.1371/journal.pone.0208416Unexpected discrepancies in hospital administrative databases can impact the accuracy of monitoring thyroid surgery outcomes in France.Frederic MercierNathalie LaplaceElliot J MitmakerCyrille ColinJean-Louis KraimpsFrederic SebagStephanie BourdyAntoine DuclosJean-Christophe LifanteCATHY Study Group<h4>Objective</h4>To determine the validity of hospital administrative databases compared to prospective collection of medical data assessing thyroid surgery complications.<h4>Background</h4>Administrative data are increasingly used to track surgical outcomes.<h4>Methods</h4>All patients undergoing thyroid surgery at three French university hospitals between April 2008 and April 2009 were prospectively included. Using diagnosis and procedural codes from hospital administrative database, we designed three indicators for measuring complications of thyroid surgery: recurrent laryngeal nerve palsy, postoperative hypoparathyroidism, and postoperative hemorrhage. Gold standard was obtained from a prospective collection of medical data after systematically screening each patient for the above-mentioned complications. Their ability to monitor surgical outcomes over time within individual hospitals was estimated using control charts. Spatial comparison between hospitals was performed by funnel plots.<h4>Results</h4>A total of 1909 patients were included. Complication rates extracted from administrative data were significantly lower compared to medical data (nerve palsy 2.4% vs. 6.7%, hypoparathyroidism 10.6% vs. 22.3%, p<0.0001). Indicator sensitivity was 30.4% for nerve palsy, 45.4% for hypoparathyroidism and 71.4% for postoperative hemorrhage. Corresponding positive predictive values were 84.4%, 95.1% and 68.2%. In two of the three hospitals, administrative data were not able to track temporal variations in complications rates. Regarding inter-hospital comparisons, 2 out of 3 hospitals were considered outliers according to administrative data despite having an average performance based on medical data.<h4>Conclusions</h4>The ability of indicators extracted from administrative databases to measure thyroid surgery outcomes depends on the quality of underlying data coding. Validation in every center should be a prerequisite before implementing such metrics for tracking performance.https://doi.org/10.1371/journal.pone.0208416
collection DOAJ
language English
format Article
sources DOAJ
author Frederic Mercier
Nathalie Laplace
Elliot J Mitmaker
Cyrille Colin
Jean-Louis Kraimps
Frederic Sebag
Stephanie Bourdy
Antoine Duclos
Jean-Christophe Lifante
CATHY Study Group
spellingShingle Frederic Mercier
Nathalie Laplace
Elliot J Mitmaker
Cyrille Colin
Jean-Louis Kraimps
Frederic Sebag
Stephanie Bourdy
Antoine Duclos
Jean-Christophe Lifante
CATHY Study Group
Unexpected discrepancies in hospital administrative databases can impact the accuracy of monitoring thyroid surgery outcomes in France.
PLoS ONE
author_facet Frederic Mercier
Nathalie Laplace
Elliot J Mitmaker
Cyrille Colin
Jean-Louis Kraimps
Frederic Sebag
Stephanie Bourdy
Antoine Duclos
Jean-Christophe Lifante
CATHY Study Group
author_sort Frederic Mercier
title Unexpected discrepancies in hospital administrative databases can impact the accuracy of monitoring thyroid surgery outcomes in France.
title_short Unexpected discrepancies in hospital administrative databases can impact the accuracy of monitoring thyroid surgery outcomes in France.
title_full Unexpected discrepancies in hospital administrative databases can impact the accuracy of monitoring thyroid surgery outcomes in France.
title_fullStr Unexpected discrepancies in hospital administrative databases can impact the accuracy of monitoring thyroid surgery outcomes in France.
title_full_unstemmed Unexpected discrepancies in hospital administrative databases can impact the accuracy of monitoring thyroid surgery outcomes in France.
title_sort unexpected discrepancies in hospital administrative databases can impact the accuracy of monitoring thyroid surgery outcomes in france.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2018-01-01
description <h4>Objective</h4>To determine the validity of hospital administrative databases compared to prospective collection of medical data assessing thyroid surgery complications.<h4>Background</h4>Administrative data are increasingly used to track surgical outcomes.<h4>Methods</h4>All patients undergoing thyroid surgery at three French university hospitals between April 2008 and April 2009 were prospectively included. Using diagnosis and procedural codes from hospital administrative database, we designed three indicators for measuring complications of thyroid surgery: recurrent laryngeal nerve palsy, postoperative hypoparathyroidism, and postoperative hemorrhage. Gold standard was obtained from a prospective collection of medical data after systematically screening each patient for the above-mentioned complications. Their ability to monitor surgical outcomes over time within individual hospitals was estimated using control charts. Spatial comparison between hospitals was performed by funnel plots.<h4>Results</h4>A total of 1909 patients were included. Complication rates extracted from administrative data were significantly lower compared to medical data (nerve palsy 2.4% vs. 6.7%, hypoparathyroidism 10.6% vs. 22.3%, p<0.0001). Indicator sensitivity was 30.4% for nerve palsy, 45.4% for hypoparathyroidism and 71.4% for postoperative hemorrhage. Corresponding positive predictive values were 84.4%, 95.1% and 68.2%. In two of the three hospitals, administrative data were not able to track temporal variations in complications rates. Regarding inter-hospital comparisons, 2 out of 3 hospitals were considered outliers according to administrative data despite having an average performance based on medical data.<h4>Conclusions</h4>The ability of indicators extracted from administrative databases to measure thyroid surgery outcomes depends on the quality of underlying data coding. Validation in every center should be a prerequisite before implementing such metrics for tracking performance.
url https://doi.org/10.1371/journal.pone.0208416
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