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Development and Performance of a Web-Based Tool to Adjust Urine Toxicology Testing Frequency: Retrospective Study

BACKGROUND: Several pain management guidelines recommend regular urine drug testing (UDT) in patients who are being treated with chronic opioid analgesic therapy (COAT) to monitor compliance and improve safety. Guidelines also recommend more frequent testing in patients who are at high risk of adver...

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Autores principales: Chapman, Kenneth B, Pas, Martijn M, Abrar, Diana, Day, Wesley, Vissers, Kris C, van Helmond, Noud
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7203611/
https://www.ncbi.nlm.nih.gov/pubmed/32319958
http://dx.doi.org/10.2196/16069
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author Chapman, Kenneth B
Pas, Martijn M
Abrar, Diana
Day, Wesley
Vissers, Kris C
van Helmond, Noud
author_facet Chapman, Kenneth B
Pas, Martijn M
Abrar, Diana
Day, Wesley
Vissers, Kris C
van Helmond, Noud
author_sort Chapman, Kenneth B
collection PubMed
description BACKGROUND: Several pain management guidelines recommend regular urine drug testing (UDT) in patients who are being treated with chronic opioid analgesic therapy (COAT) to monitor compliance and improve safety. Guidelines also recommend more frequent testing in patients who are at high risk of adverse events related to COAT; however, there is no consensus on how to identify high-risk patients or on the testing frequency that should be used. Using previously described clinical risk factors for UDT results that are inconsistent with the prescribed COAT, we developed a web-based tool to adjust drug testing frequency in patients treated with COAT. OBJECTIVE: The objective of this study was to evaluate a risk stratification tool, the UDT Randomizer, to adjust UDT frequency in patients treated with COAT. METHODS: Patients were stratified using an algorithm based on readily available clinical risk factors into categories of presumed low, moderate, high, and high+ risk of presenting with UDT results inconsistent with the prescribed COAT. The algorithm was integrated in a website to facilitate adoption across practice sites. To test the performance of this algorithm, we performed a retrospective analysis of patients treated with COAT between June 2016 and June 2017. The primary outcome was compliance with the prescribed COAT as defined by UDT results consistent with the prescribed COAT. RESULTS: 979 drug tests (867 UDT, 88.6%; 112 oral fluid testing, 11.4%) were performed in 320 patients. An inconsistent drug test result was registered in 76/979 tests (7.8%). The incidences of inconsistent test results across the risk tool categories were 7/160 (4.4%) in the low risk category, 32/349 (9.2%) in the moderate risk category, 28/338 (8.3%) in the high risk category, and 9/132 (6.8%) in the high+ risk category. Generalized estimating equation analysis demonstrated that the moderate risk (odds ratio (OR) 2.1, 95% CI 0.9-5.0; P=.10), high risk (OR 2.0, 95% CI 0.8-5.0; P=.14), and high risk+ (OR 2.0, 95% CI 0.7-5.6; P=.20) categories were associated with a nonsignificantly increased risk of inconsistency vs the low risk category. CONCLUSIONS: The developed tool stratified patients during individual visits into risk categories of presenting with drug testing results inconsistent with the prescribed COAT; the higher risk categories showed nonsignificantly higher risk compared to the low risk category. Further development of the tool with additional risk factors in a larger cohort may further clarify and enhance its performance.
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spelling pubmed-72036112020-05-08 Development and Performance of a Web-Based Tool to Adjust Urine Toxicology Testing Frequency: Retrospective Study Chapman, Kenneth B Pas, Martijn M Abrar, Diana Day, Wesley Vissers, Kris C van Helmond, Noud JMIR Med Inform Original Paper BACKGROUND: Several pain management guidelines recommend regular urine drug testing (UDT) in patients who are being treated with chronic opioid analgesic therapy (COAT) to monitor compliance and improve safety. Guidelines also recommend more frequent testing in patients who are at high risk of adverse events related to COAT; however, there is no consensus on how to identify high-risk patients or on the testing frequency that should be used. Using previously described clinical risk factors for UDT results that are inconsistent with the prescribed COAT, we developed a web-based tool to adjust drug testing frequency in patients treated with COAT. OBJECTIVE: The objective of this study was to evaluate a risk stratification tool, the UDT Randomizer, to adjust UDT frequency in patients treated with COAT. METHODS: Patients were stratified using an algorithm based on readily available clinical risk factors into categories of presumed low, moderate, high, and high+ risk of presenting with UDT results inconsistent with the prescribed COAT. The algorithm was integrated in a website to facilitate adoption across practice sites. To test the performance of this algorithm, we performed a retrospective analysis of patients treated with COAT between June 2016 and June 2017. The primary outcome was compliance with the prescribed COAT as defined by UDT results consistent with the prescribed COAT. RESULTS: 979 drug tests (867 UDT, 88.6%; 112 oral fluid testing, 11.4%) were performed in 320 patients. An inconsistent drug test result was registered in 76/979 tests (7.8%). The incidences of inconsistent test results across the risk tool categories were 7/160 (4.4%) in the low risk category, 32/349 (9.2%) in the moderate risk category, 28/338 (8.3%) in the high risk category, and 9/132 (6.8%) in the high+ risk category. Generalized estimating equation analysis demonstrated that the moderate risk (odds ratio (OR) 2.1, 95% CI 0.9-5.0; P=.10), high risk (OR 2.0, 95% CI 0.8-5.0; P=.14), and high risk+ (OR 2.0, 95% CI 0.7-5.6; P=.20) categories were associated with a nonsignificantly increased risk of inconsistency vs the low risk category. CONCLUSIONS: The developed tool stratified patients during individual visits into risk categories of presenting with drug testing results inconsistent with the prescribed COAT; the higher risk categories showed nonsignificantly higher risk compared to the low risk category. Further development of the tool with additional risk factors in a larger cohort may further clarify and enhance its performance. JMIR Publications 2020-04-22 /pmc/articles/PMC7203611/ /pubmed/32319958 http://dx.doi.org/10.2196/16069 Text en ©Kenneth B Chapman, Martijn M Pas, Diana Abrar, Wesley Day, Kris C Vissers, Noud van Helmond. Originally published in JMIR Medical Informatics (http://medinform.jmir.org), 22.04.2020. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Medical Informatics, is properly cited. The complete bibliographic information, a link to the original publication on http://medinform.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Chapman, Kenneth B
Pas, Martijn M
Abrar, Diana
Day, Wesley
Vissers, Kris C
van Helmond, Noud
Development and Performance of a Web-Based Tool to Adjust Urine Toxicology Testing Frequency: Retrospective Study
title Development and Performance of a Web-Based Tool to Adjust Urine Toxicology Testing Frequency: Retrospective Study
title_full Development and Performance of a Web-Based Tool to Adjust Urine Toxicology Testing Frequency: Retrospective Study
title_fullStr Development and Performance of a Web-Based Tool to Adjust Urine Toxicology Testing Frequency: Retrospective Study
title_full_unstemmed Development and Performance of a Web-Based Tool to Adjust Urine Toxicology Testing Frequency: Retrospective Study
title_short Development and Performance of a Web-Based Tool to Adjust Urine Toxicology Testing Frequency: Retrospective Study
title_sort development and performance of a web-based tool to adjust urine toxicology testing frequency: retrospective study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7203611/
https://www.ncbi.nlm.nih.gov/pubmed/32319958
http://dx.doi.org/10.2196/16069
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