Not discussed: Inequalities in narrative text data for suicide deaths in the National Violent Death Reporting System.

<h4>Background</h4>The rate of suicide in the US has increased substantially in the past two decades, and new insights are needed to support prevention efforts. The National Violent Death Reporting System (NVDRS), the nation's most comprehensive registry of suicide mortality, has qu...

Full description

Bibliographic Details
Main Authors: Briana Mezuk, Viktoryia A Kalesnikava, Jenni Kim, Tomohiro M Ko, Cassady Collins
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0254417
id doaj-91437e45e8784e7890fbbfdc4c76eb3c
record_format Article
spelling doaj-91437e45e8784e7890fbbfdc4c76eb3c2021-07-31T04:32:06ZengPublic Library of Science (PLoS)PLoS ONE1932-62032021-01-01167e025441710.1371/journal.pone.0254417Not discussed: Inequalities in narrative text data for suicide deaths in the National Violent Death Reporting System.Briana MezukViktoryia A KalesnikavaJenni KimTomohiro M KoCassady Collins<h4>Background</h4>The rate of suicide in the US has increased substantially in the past two decades, and new insights are needed to support prevention efforts. The National Violent Death Reporting System (NVDRS), the nation's most comprehensive registry of suicide mortality, has qualitative text narratives that describe salient circumstances of these deaths. These texts have great potential for providing novel insights about suicide risk but may be subject to information bias.<h4>Objective</h4>To examine the relationship between decedent characteristics and the presence and length of NVDRS text narratives (separately for coroner/medical examiner (C/ME) and law enforcement (LE) reports) among 233,108 suicide and undetermined deaths from 2003-2017.<h4>Methods</h4>Generalized estimating equations (GEE) logistic and quasi-Poisson modeling was used to examine variation in the narratives (proportion of missing texts and character length of the non-missing texts, respectively) as a function of decedent age, sex, race/ethnicity, education, marital status, military history, and homeless status. Models adjusted for site, year, location of death, and autopsy status.<h4>Results</h4>The frequency of missing narratives was higher for LE vs. C/ME texts (19.8% vs. 5.2%). Decedent characteristics were not consistently associated with missing text across the two types of narratives (i.e., Black decedents were more likely to be missing the LE narrative but less likely to be missing the C/ME narrative relative to non-Hispanic whites). Conditional on having a narrative, C/ME were significantly longer than LE (822.44 vs. 780.68 characters). Decedents who were older, male, had less education and some racial/ethnic minority groups had shorter narratives (both C/ME and LE) than younger, female, more educated, and non-Hispanic white decedents.<h4>Conclusion</h4>Decedent characteristics are significantly related to the presence and length of narrative texts for suicide and undetermined deaths in the NVDRS. Findings can inform future research using these data to identify novel determinants of suicide mortality.https://doi.org/10.1371/journal.pone.0254417
collection DOAJ
language English
format Article
sources DOAJ
author Briana Mezuk
Viktoryia A Kalesnikava
Jenni Kim
Tomohiro M Ko
Cassady Collins
spellingShingle Briana Mezuk
Viktoryia A Kalesnikava
Jenni Kim
Tomohiro M Ko
Cassady Collins
Not discussed: Inequalities in narrative text data for suicide deaths in the National Violent Death Reporting System.
PLoS ONE
author_facet Briana Mezuk
Viktoryia A Kalesnikava
Jenni Kim
Tomohiro M Ko
Cassady Collins
author_sort Briana Mezuk
title Not discussed: Inequalities in narrative text data for suicide deaths in the National Violent Death Reporting System.
title_short Not discussed: Inequalities in narrative text data for suicide deaths in the National Violent Death Reporting System.
title_full Not discussed: Inequalities in narrative text data for suicide deaths in the National Violent Death Reporting System.
title_fullStr Not discussed: Inequalities in narrative text data for suicide deaths in the National Violent Death Reporting System.
title_full_unstemmed Not discussed: Inequalities in narrative text data for suicide deaths in the National Violent Death Reporting System.
title_sort not discussed: inequalities in narrative text data for suicide deaths in the national violent death reporting system.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2021-01-01
description <h4>Background</h4>The rate of suicide in the US has increased substantially in the past two decades, and new insights are needed to support prevention efforts. The National Violent Death Reporting System (NVDRS), the nation's most comprehensive registry of suicide mortality, has qualitative text narratives that describe salient circumstances of these deaths. These texts have great potential for providing novel insights about suicide risk but may be subject to information bias.<h4>Objective</h4>To examine the relationship between decedent characteristics and the presence and length of NVDRS text narratives (separately for coroner/medical examiner (C/ME) and law enforcement (LE) reports) among 233,108 suicide and undetermined deaths from 2003-2017.<h4>Methods</h4>Generalized estimating equations (GEE) logistic and quasi-Poisson modeling was used to examine variation in the narratives (proportion of missing texts and character length of the non-missing texts, respectively) as a function of decedent age, sex, race/ethnicity, education, marital status, military history, and homeless status. Models adjusted for site, year, location of death, and autopsy status.<h4>Results</h4>The frequency of missing narratives was higher for LE vs. C/ME texts (19.8% vs. 5.2%). Decedent characteristics were not consistently associated with missing text across the two types of narratives (i.e., Black decedents were more likely to be missing the LE narrative but less likely to be missing the C/ME narrative relative to non-Hispanic whites). Conditional on having a narrative, C/ME were significantly longer than LE (822.44 vs. 780.68 characters). Decedents who were older, male, had less education and some racial/ethnic minority groups had shorter narratives (both C/ME and LE) than younger, female, more educated, and non-Hispanic white decedents.<h4>Conclusion</h4>Decedent characteristics are significantly related to the presence and length of narrative texts for suicide and undetermined deaths in the NVDRS. Findings can inform future research using these data to identify novel determinants of suicide mortality.
url https://doi.org/10.1371/journal.pone.0254417
work_keys_str_mv AT brianamezuk notdiscussedinequalitiesinnarrativetextdataforsuicidedeathsinthenationalviolentdeathreportingsystem
AT viktoryiaakalesnikava notdiscussedinequalitiesinnarrativetextdataforsuicidedeathsinthenationalviolentdeathreportingsystem
AT jennikim notdiscussedinequalitiesinnarrativetextdataforsuicidedeathsinthenationalviolentdeathreportingsystem
AT tomohiromko notdiscussedinequalitiesinnarrativetextdataforsuicidedeathsinthenationalviolentdeathreportingsystem
AT cassadycollins notdiscussedinequalitiesinnarrativetextdataforsuicidedeathsinthenationalviolentdeathreportingsystem
_version_ 1721247253797011456