Risperdal® CONSTA® Needle Detachment. Incidence Rates Before and After Kit Redesign: A Retrospective Study using Electronic Health Records and Natural Language Processing in the Department of Veterans Affairs
Abstract Introduction Janssen received reports of needle detachments for Risperdal® CONSTA® and, in response, redesigned the kit. Objective The study objective was to estimate the rate of Risperdal® CONSTA® needle detachments prior to and after the introduction of a redesigned kit. Methods This retr...
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doaj-65e87f8a25ff46749125fdfec58674b42020-11-25T00:58:57ZengAdis, Springer HealthcareNeurology and Therapy2193-82532193-65362019-03-01819510810.1007/s40120-019-0130-7Risperdal® CONSTA® Needle Detachment. Incidence Rates Before and After Kit Redesign: A Retrospective Study using Electronic Health Records and Natural Language Processing in the Department of Veterans AffairsMarsha A. Wilcox0Danielle Coppola1Nicole Bailey2Andrew Wilson3Aaron W. C. Kamauu4Patrick R. Alba5Olga V. Patterson6Benjamin Viernes7Daniel W. Denhalter8Ira D. Solomon9Scott L. DuVall10Epidemiology, Janssen Pharmaceutical Research and Development, LLCTherapy Area Safety Head Immunology, Janssen Pharmaceutical Research and Development, LLCEpidemiology, Anolinx, Inc.Anolinx, Inc.Anolinx, Inc.Department of Veterans Affairs, Salt Lake City Health Care System, VA Informatics and Computing Infrastructure, Salt Lake CityDepartment of Veterans Affairs, Salt Lake City Health Care System, VA Informatics and Computing Infrastructure, Salt Lake CityDepartment of Veterans Affairs, Salt Lake City Health Care System, VA Informatics and Computing Infrastructure, Salt Lake CityDepartment of Veterans Affairs, Salt Lake City Health Care System, VA Informatics and Computing Infrastructure, Salt Lake CityEstablished Products, CNS Portfolio, Janssen Pharmaceutical Research and Development, LLCDepartment of Veterans Affairs, Salt Lake City Health Care System, VA Informatics and Computing Infrastructure, Salt Lake CityAbstract Introduction Janssen received reports of needle detachments for Risperdal® CONSTA® and, in response, redesigned the kit. Objective The study objective was to estimate the rate of Risperdal® CONSTA® needle detachments prior to and after the introduction of a redesigned kit. Methods This retrospective study used record abstraction in the US Department of Veterans Affairs (VA). The 3 phases included: (1) a pilot study for methods evaluation in a sample of 6 hospitals with previously reported detachments; (2) a baseline study to ascertain the baseline detachment rate; and (3) a follow-up study to ascertain the rate for the redesigned kit. Administrative codes and natural language processing with clinical review were used to identify detachments. Results Pilot: we identified a subset of spontaneously reported detachments and several previously unreported events. In the baseline study (original device), from January through December 2013, 22 needle detachments were identified among 47,934 administrations of the drug in a census of administrations in the VA; an incidence of 0.0459%. In the follow-up study (redesigned device), from December 2015 through December 2016, there were 14 reported detachments in 41,819 injections, 0.0335%. This represents a reduction of 27% from the baseline. Conclusion This approach enabled us to identify needle detachments we would not have otherwise found (“solicited”). However, it likely resulted in incomplete outcome ascertainment. While this may have resulted in lower overall rates, it did not bias the comparison of the baseline and follow-up studies. The results showed that the redesigned Risperdal® CONSTA® kit reduced the incidence of needle detachment events in the VA. Funding Janssen Pharmaceuticals, Inc.http://link.springer.com/article/10.1007/s40120-019-0130-7Comparative cohort studyDepartment of Veterans AffairsElectronic health recordsMedical device epidemiologyNatural language processingNeedles |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Marsha A. Wilcox Danielle Coppola Nicole Bailey Andrew Wilson Aaron W. C. Kamauu Patrick R. Alba Olga V. Patterson Benjamin Viernes Daniel W. Denhalter Ira D. Solomon Scott L. DuVall |
spellingShingle |
Marsha A. Wilcox Danielle Coppola Nicole Bailey Andrew Wilson Aaron W. C. Kamauu Patrick R. Alba Olga V. Patterson Benjamin Viernes Daniel W. Denhalter Ira D. Solomon Scott L. DuVall Risperdal® CONSTA® Needle Detachment. Incidence Rates Before and After Kit Redesign: A Retrospective Study using Electronic Health Records and Natural Language Processing in the Department of Veterans Affairs Neurology and Therapy Comparative cohort study Department of Veterans Affairs Electronic health records Medical device epidemiology Natural language processing Needles |
author_facet |
Marsha A. Wilcox Danielle Coppola Nicole Bailey Andrew Wilson Aaron W. C. Kamauu Patrick R. Alba Olga V. Patterson Benjamin Viernes Daniel W. Denhalter Ira D. Solomon Scott L. DuVall |
author_sort |
Marsha A. Wilcox |
title |
Risperdal® CONSTA® Needle Detachment. Incidence Rates Before and After Kit Redesign: A Retrospective Study using Electronic Health Records and Natural Language Processing in the Department of Veterans Affairs |
title_short |
Risperdal® CONSTA® Needle Detachment. Incidence Rates Before and After Kit Redesign: A Retrospective Study using Electronic Health Records and Natural Language Processing in the Department of Veterans Affairs |
title_full |
Risperdal® CONSTA® Needle Detachment. Incidence Rates Before and After Kit Redesign: A Retrospective Study using Electronic Health Records and Natural Language Processing in the Department of Veterans Affairs |
title_fullStr |
Risperdal® CONSTA® Needle Detachment. Incidence Rates Before and After Kit Redesign: A Retrospective Study using Electronic Health Records and Natural Language Processing in the Department of Veterans Affairs |
title_full_unstemmed |
Risperdal® CONSTA® Needle Detachment. Incidence Rates Before and After Kit Redesign: A Retrospective Study using Electronic Health Records and Natural Language Processing in the Department of Veterans Affairs |
title_sort |
risperdal® consta® needle detachment. incidence rates before and after kit redesign: a retrospective study using electronic health records and natural language processing in the department of veterans affairs |
publisher |
Adis, Springer Healthcare |
series |
Neurology and Therapy |
issn |
2193-8253 2193-6536 |
publishDate |
2019-03-01 |
description |
Abstract Introduction Janssen received reports of needle detachments for Risperdal® CONSTA® and, in response, redesigned the kit. Objective The study objective was to estimate the rate of Risperdal® CONSTA® needle detachments prior to and after the introduction of a redesigned kit. Methods This retrospective study used record abstraction in the US Department of Veterans Affairs (VA). The 3 phases included: (1) a pilot study for methods evaluation in a sample of 6 hospitals with previously reported detachments; (2) a baseline study to ascertain the baseline detachment rate; and (3) a follow-up study to ascertain the rate for the redesigned kit. Administrative codes and natural language processing with clinical review were used to identify detachments. Results Pilot: we identified a subset of spontaneously reported detachments and several previously unreported events. In the baseline study (original device), from January through December 2013, 22 needle detachments were identified among 47,934 administrations of the drug in a census of administrations in the VA; an incidence of 0.0459%. In the follow-up study (redesigned device), from December 2015 through December 2016, there were 14 reported detachments in 41,819 injections, 0.0335%. This represents a reduction of 27% from the baseline. Conclusion This approach enabled us to identify needle detachments we would not have otherwise found (“solicited”). However, it likely resulted in incomplete outcome ascertainment. While this may have resulted in lower overall rates, it did not bias the comparison of the baseline and follow-up studies. The results showed that the redesigned Risperdal® CONSTA® kit reduced the incidence of needle detachment events in the VA. Funding Janssen Pharmaceuticals, Inc. |
topic |
Comparative cohort study Department of Veterans Affairs Electronic health records Medical device epidemiology Natural language processing Needles |
url |
http://link.springer.com/article/10.1007/s40120-019-0130-7 |
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