Cargando…
Toxicology Test Results for Public Health Surveillance of the Opioid Epidemic: Retrospective Analysis
BACKGROUND: Addressing the opioid epidemic requires timely insights into population-level factors, such as trends in prevalence of legal and illegal substances, overdoses, and deaths. OBJECTIVE: This study aimed to examine whether toxicology test results of living individuals from a variety of sourc...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10689049/ https://www.ncbi.nlm.nih.gov/pubmed/38046561 http://dx.doi.org/10.2196/50936 |
_version_ | 1785152288672710656 |
---|---|
author | Schleyer, Titus Robinson, Bill Parmar, Samir Janowiak, Diane Gibson, P Joseph Spangler, Val |
author_facet | Schleyer, Titus Robinson, Bill Parmar, Samir Janowiak, Diane Gibson, P Joseph Spangler, Val |
author_sort | Schleyer, Titus |
collection | PubMed |
description | BACKGROUND: Addressing the opioid epidemic requires timely insights into population-level factors, such as trends in prevalence of legal and illegal substances, overdoses, and deaths. OBJECTIVE: This study aimed to examine whether toxicology test results of living individuals from a variety of sources could be useful in surveilling the opioid epidemic. METHODS: A retrospective analysis standardized, merged, and linked toxicology results from 24 laboratories in Marion County, Indiana, United States, from September 1, 2018, to August 31, 2019. The data set consisted of 33,787 Marion County residents and their 746,681 results. We related the data to general Marion County demographics and compared alerts generated by toxicology results to opioid overdose–related emergency department visits. Nineteen domain experts helped prototype analytical visualizations. Main outcome measures included test positivity in the county and by ZIP code; selected demographics of individuals with toxicology results; and correlation of toxicology results with opioid overdose–related emergency department visits. RESULTS: Four percent of Marion County residents had at least 1 toxicology result. Test positivity rates ranged from 3% to 19% across ZIP codes. Males were underrepresented in the data set. Age distribution resembled that of Marion County. Alerts for opioid toxicology results were not correlated with opioid overdose–related emergency department visits. CONCLUSIONS: Analyzing toxicology results at scale was impeded by varying data formats, completeness, and representativeness; changes in data feeds; and patient matching difficulties. In this study, toxicology results did not predict spikes in opioid overdoses. Larger, more rigorous and well-controlled studies are needed to assess the utility of toxicology tests in predicting opioid overdose spikes. |
format | Online Article Text |
id | pubmed-10689049 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-106890492023-12-01 Toxicology Test Results for Public Health Surveillance of the Opioid Epidemic: Retrospective Analysis Schleyer, Titus Robinson, Bill Parmar, Samir Janowiak, Diane Gibson, P Joseph Spangler, Val Online J Public Health Inform Original Paper BACKGROUND: Addressing the opioid epidemic requires timely insights into population-level factors, such as trends in prevalence of legal and illegal substances, overdoses, and deaths. OBJECTIVE: This study aimed to examine whether toxicology test results of living individuals from a variety of sources could be useful in surveilling the opioid epidemic. METHODS: A retrospective analysis standardized, merged, and linked toxicology results from 24 laboratories in Marion County, Indiana, United States, from September 1, 2018, to August 31, 2019. The data set consisted of 33,787 Marion County residents and their 746,681 results. We related the data to general Marion County demographics and compared alerts generated by toxicology results to opioid overdose–related emergency department visits. Nineteen domain experts helped prototype analytical visualizations. Main outcome measures included test positivity in the county and by ZIP code; selected demographics of individuals with toxicology results; and correlation of toxicology results with opioid overdose–related emergency department visits. RESULTS: Four percent of Marion County residents had at least 1 toxicology result. Test positivity rates ranged from 3% to 19% across ZIP codes. Males were underrepresented in the data set. Age distribution resembled that of Marion County. Alerts for opioid toxicology results were not correlated with opioid overdose–related emergency department visits. CONCLUSIONS: Analyzing toxicology results at scale was impeded by varying data formats, completeness, and representativeness; changes in data feeds; and patient matching difficulties. In this study, toxicology results did not predict spikes in opioid overdoses. Larger, more rigorous and well-controlled studies are needed to assess the utility of toxicology tests in predicting opioid overdose spikes. JMIR Publications 2023-09-28 /pmc/articles/PMC10689049/ /pubmed/38046561 http://dx.doi.org/10.2196/50936 Text en ©Titus Schleyer, Bill Robinson, Samir Parmar, Diane Janowiak, P Joseph Gibson, Val Spangler. Originally published in the Online Journal of Public Health Informatics (https://ojphi.jmir.org/), 28.09.2023. 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 the Online Journal of Public Health Informatics, is properly cited. The complete bibliographic information, a link to the original publication on https://ojphi.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Schleyer, Titus Robinson, Bill Parmar, Samir Janowiak, Diane Gibson, P Joseph Spangler, Val Toxicology Test Results for Public Health Surveillance of the Opioid Epidemic: Retrospective Analysis |
title | Toxicology Test Results for Public Health Surveillance of the Opioid Epidemic: Retrospective Analysis |
title_full | Toxicology Test Results for Public Health Surveillance of the Opioid Epidemic: Retrospective Analysis |
title_fullStr | Toxicology Test Results for Public Health Surveillance of the Opioid Epidemic: Retrospective Analysis |
title_full_unstemmed | Toxicology Test Results for Public Health Surveillance of the Opioid Epidemic: Retrospective Analysis |
title_short | Toxicology Test Results for Public Health Surveillance of the Opioid Epidemic: Retrospective Analysis |
title_sort | toxicology test results for public health surveillance of the opioid epidemic: retrospective analysis |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10689049/ https://www.ncbi.nlm.nih.gov/pubmed/38046561 http://dx.doi.org/10.2196/50936 |
work_keys_str_mv | AT schleyertitus toxicologytestresultsforpublichealthsurveillanceoftheopioidepidemicretrospectiveanalysis AT robinsonbill toxicologytestresultsforpublichealthsurveillanceoftheopioidepidemicretrospectiveanalysis AT parmarsamir toxicologytestresultsforpublichealthsurveillanceoftheopioidepidemicretrospectiveanalysis AT janowiakdiane toxicologytestresultsforpublichealthsurveillanceoftheopioidepidemicretrospectiveanalysis AT gibsonpjoseph toxicologytestresultsforpublichealthsurveillanceoftheopioidepidemicretrospectiveanalysis AT spanglerval toxicologytestresultsforpublichealthsurveillanceoftheopioidepidemicretrospectiveanalysis |