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Using capture-recapture methods to better ascertain the incidence of fatal child maltreatment
Abstract Objectives To (1) test the use of capture-recapture methods to estimate the total number of child maltreatment deaths in a single state using information from death certificates, child welfare reports, child death review teams, and uniform crime reports; and to (2) compare these estimates t...
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Published in: | Child abuse & neglect 2010-06, Vol.34 (6), p.396-402 |
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description | Abstract Objectives To (1) test the use of capture-recapture methods to estimate the total number of child maltreatment deaths in a single state using information from death certificates, child welfare reports, child death review teams, and uniform crime reports; and to (2) compare these estimates to the number of maltreatment deaths identified through an in-depth “gold standard” review. Methods Child maltreatment deaths were identified in four existing administrative data sources: (1) death reports in our state vital statistics (DC); (2) child death review team reports (CDR); (3) homicide reports filed by our state police agency as uniform crime report (UCR) supplements for the FBI; and (4) abstracted reports of a minor's death from our state child protective services (CPS) agency. Capture-recapture pair-wise and pooled comparisons were then applied to estimate the numbers of abuse and total maltreatment deaths and were compared to the number of cases identified by independent case review. Results There were a total of 194 child maltreatment deaths in Michigan during 2000–2001 with 66 due to physical abuse. Capture-recapture analysis estimated the mean number of total child maltreatment deaths as 101.02 (95%CI = 92.52, 109.53), with abuse deaths of 64.55 (60.85, 68.25). Most pair-wise and pooled comparisons worked equally well for abuse deaths, but estimates for total child maltreatment deaths were low. Conclusions Capture-recapture methods applied to existing administrative datasets produced accurate estimates of child abuse deaths but were not useful in producing reliable estimates of total child maltreatment deaths due to undercounting neglect-related deaths in all existing administrative data sets. The underlying assumptions for capture-recapture methods were not met for neglect deaths. Local and/or state teams conducting ongoing intensive case review may yet remain the best way to identify the total number of child maltreatment deaths. Practice implications Capture-recapture methods allow for more accurate estimation of the true number of child physical abuse deaths than does using single existing sources of child fatality information, but deaths from causes other than abuse are undercounted. Child maltreatment fatality surveillance requires a systematic process and standard criteria for identifying cases of maltreatment, particularly neglect-related child deaths. |
doi_str_mv | 10.1016/j.chiabu.2009.11.002 |
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Methods Child maltreatment deaths were identified in four existing administrative data sources: (1) death reports in our state vital statistics (DC); (2) child death review team reports (CDR); (3) homicide reports filed by our state police agency as uniform crime report (UCR) supplements for the FBI; and (4) abstracted reports of a minor's death from our state child protective services (CPS) agency. Capture-recapture pair-wise and pooled comparisons were then applied to estimate the numbers of abuse and total maltreatment deaths and were compared to the number of cases identified by independent case review. Results There were a total of 194 child maltreatment deaths in Michigan during 2000–2001 with 66 due to physical abuse. Capture-recapture analysis estimated the mean number of total child maltreatment deaths as 101.02 (95%CI = 92.52, 109.53), with abuse deaths of 64.55 (60.85, 68.25). Most pair-wise and pooled comparisons worked equally well for abuse deaths, but estimates for total child maltreatment deaths were low. Conclusions Capture-recapture methods applied to existing administrative datasets produced accurate estimates of child abuse deaths but were not useful in producing reliable estimates of total child maltreatment deaths due to undercounting neglect-related deaths in all existing administrative data sets. The underlying assumptions for capture-recapture methods were not met for neglect deaths. Local and/or state teams conducting ongoing intensive case review may yet remain the best way to identify the total number of child maltreatment deaths. Practice implications Capture-recapture methods allow for more accurate estimation of the true number of child physical abuse deaths than does using single existing sources of child fatality information, but deaths from causes other than abuse are undercounted. Child maltreatment fatality surveillance requires a systematic process and standard criteria for identifying cases of maltreatment, particularly neglect-related child deaths.</description><identifier>ISSN: 0145-2134</identifier><identifier>EISSN: 1873-7757</identifier><identifier>DOI: 10.1016/j.chiabu.2009.11.002</identifier><identifier>PMID: 20400177</identifier><identifier>CODEN: CABND3</identifier><language>eng</language><publisher>Oxford: Elsevier Ltd</publisher><subject>Adolescent ; Biological and medical sciences ; Capture-recapture ; Capture-Recapture method ; Child ; Child Abuse ; Child abuse & neglect ; Child Abuse - classification ; Child Abuse - mortality ; Child death review ; Child maltreatment ; Child maltreatment fatality ; Child Mortality ; Child Neglect ; Child Welfare ; Child Welfare Services ; Child, Preschool ; Children ; Comparative Analysis ; Crime ; Data Analysis ; Death ; Death Certificates ; District of Columbia ; Epidemiologic Methods ; Evaluation Criteria ; Fatalities ; Female ; Humans ; Identification ; Incidence ; Infant ; Infant, Newborn ; International Classification of Diseases ; Male ; Medical Records ; Medical sciences ; Michigan ; Michigan - epidemiology ; Pediatrics ; Police ; Psychiatry ; Psychology. Psychoanalysis. Psychiatry ; Psychopathology. Psychiatry ; Public Agencies ; Statistical Analysis ; Studies ; Teams ; Victimology</subject><ispartof>Child abuse & neglect, 2010-06, Vol.34 (6), p.396-402</ispartof><rights>Elsevier Ltd</rights><rights>2010 Elsevier Ltd</rights><rights>2015 INIST-CNRS</rights><rights>Copyright 2010 Elsevier Ltd. All rights reserved.</rights><rights>Copyright Pergamon Press Inc. Jun 2010</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c623t-8050877f06ed3759dba6a8962d629ec6277e67480e8fd87da185e683711898763</citedby><cites>FETCH-LOGICAL-c623t-8050877f06ed3759dba6a8962d629ec6277e67480e8fd87da185e683711898763</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925,30999,31000,33774,33775</link.rule.ids><backlink>$$Uhttp://eric.ed.gov/ERICWebPortal/detail?accno=EJ883767$$DView record in ERIC$$Hfree_for_read</backlink><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=22907961$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/20400177$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Palusci, Vincent J</creatorcontrib><creatorcontrib>Wirtz, Stephen J</creatorcontrib><creatorcontrib>Covington, Theresa M</creatorcontrib><title>Using capture-recapture methods to better ascertain the incidence of fatal child maltreatment</title><title>Child abuse & neglect</title><addtitle>Child Abuse Negl</addtitle><description>Abstract Objectives To (1) test the use of capture-recapture methods to estimate the total number of child maltreatment deaths in a single state using information from death certificates, child welfare reports, child death review teams, and uniform crime reports; and to (2) compare these estimates to the number of maltreatment deaths identified through an in-depth “gold standard” review. Methods Child maltreatment deaths were identified in four existing administrative data sources: (1) death reports in our state vital statistics (DC); (2) child death review team reports (CDR); (3) homicide reports filed by our state police agency as uniform crime report (UCR) supplements for the FBI; and (4) abstracted reports of a minor's death from our state child protective services (CPS) agency. Capture-recapture pair-wise and pooled comparisons were then applied to estimate the numbers of abuse and total maltreatment deaths and were compared to the number of cases identified by independent case review. Results There were a total of 194 child maltreatment deaths in Michigan during 2000–2001 with 66 due to physical abuse. Capture-recapture analysis estimated the mean number of total child maltreatment deaths as 101.02 (95%CI = 92.52, 109.53), with abuse deaths of 64.55 (60.85, 68.25). Most pair-wise and pooled comparisons worked equally well for abuse deaths, but estimates for total child maltreatment deaths were low. Conclusions Capture-recapture methods applied to existing administrative datasets produced accurate estimates of child abuse deaths but were not useful in producing reliable estimates of total child maltreatment deaths due to undercounting neglect-related deaths in all existing administrative data sets. The underlying assumptions for capture-recapture methods were not met for neglect deaths. Local and/or state teams conducting ongoing intensive case review may yet remain the best way to identify the total number of child maltreatment deaths. Practice implications Capture-recapture methods allow for more accurate estimation of the true number of child physical abuse deaths than does using single existing sources of child fatality information, but deaths from causes other than abuse are undercounted. Child maltreatment fatality surveillance requires a systematic process and standard criteria for identifying cases of maltreatment, particularly neglect-related child deaths.</description><subject>Adolescent</subject><subject>Biological and medical sciences</subject><subject>Capture-recapture</subject><subject>Capture-Recapture method</subject><subject>Child</subject><subject>Child Abuse</subject><subject>Child abuse & neglect</subject><subject>Child Abuse - classification</subject><subject>Child Abuse - mortality</subject><subject>Child death review</subject><subject>Child maltreatment</subject><subject>Child maltreatment fatality</subject><subject>Child Mortality</subject><subject>Child Neglect</subject><subject>Child Welfare</subject><subject>Child Welfare Services</subject><subject>Child, Preschool</subject><subject>Children</subject><subject>Comparative Analysis</subject><subject>Crime</subject><subject>Data Analysis</subject><subject>Death</subject><subject>Death Certificates</subject><subject>District of Columbia</subject><subject>Epidemiologic Methods</subject><subject>Evaluation Criteria</subject><subject>Fatalities</subject><subject>Female</subject><subject>Humans</subject><subject>Identification</subject><subject>Incidence</subject><subject>Infant</subject><subject>Infant, Newborn</subject><subject>International Classification of Diseases</subject><subject>Male</subject><subject>Medical Records</subject><subject>Medical sciences</subject><subject>Michigan</subject><subject>Michigan - epidemiology</subject><subject>Pediatrics</subject><subject>Police</subject><subject>Psychiatry</subject><subject>Psychology. Psychoanalysis. Psychiatry</subject><subject>Psychopathology. Psychiatry</subject><subject>Public Agencies</subject><subject>Statistical Analysis</subject><subject>Studies</subject><subject>Teams</subject><subject>Victimology</subject><issn>0145-2134</issn><issn>1873-7757</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>7SW</sourceid><sourceid>7QJ</sourceid><sourceid>BHHNA</sourceid><recordid>eNqNkl1rFDEUhgdR7Fr9B0WCIHoza04y-ZgbQUr9ouCF9lJCdnLGzTof2yQj9N-bcccVemE7NxnIk5eXc56iOAO6BgryzW7dbL3dTGtGab0GWFPKHhQr0IqXSgn1sFhRqETJgFcnxZMYdzR_QonHxQmjFaWg1Kr4fhX98IM0dp-mgGXA5Y_0mLajiySNZIMpYSA2NhiS9QNJWyR-aLzDoUEytqS1yXYk9-kc6W2XAtrU45CeFo9a20V8tpynxdX7i2_nH8vLLx8-nb-7LBvJeCo1FVQr1VKJjitRu42VVteSOclqzIxSKFWlKerWaeUsaIFScwWga60kPy1eHXL3YbyeMCbT-9y26-yA4xRNzuRAK63vJitOJQh5HxIkAIh7kJzzHMlEJl__lwTBKOdMSMjoi1vobpzCkKdoODDOQGmWoeoANWGMMWBr9sH3NtwYoGa2xOzMwRIzW2IATLYkP3u-ZE-bHt3x0V8tMvByAfLSbdcGm7cd_3Gspqr-U_LswGHwzfH64nMetJJzzNvlOu_-l8dgYuNnZ5zPoiXjRn9X0dsBTecHnyv9xBuMx4mAicxQ83UWfvYdZtV1bvEbYkr3Gg</recordid><startdate>20100601</startdate><enddate>20100601</enddate><creator>Palusci, Vincent J</creator><creator>Wirtz, Stephen J</creator><creator>Covington, Theresa M</creator><general>Elsevier Ltd</general><general>Elsevier</general><general>Elsevier Science Ltd</general><scope>7SW</scope><scope>BJH</scope><scope>BNH</scope><scope>BNI</scope><scope>BNJ</scope><scope>BNO</scope><scope>ERI</scope><scope>PET</scope><scope>REK</scope><scope>WWN</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QJ</scope><scope>7U3</scope><scope>7U4</scope><scope>BHHNA</scope><scope>DWI</scope><scope>K7.</scope><scope>K9.</scope><scope>WZK</scope><scope>7X8</scope><scope>7U1</scope><scope>7U2</scope><scope>C1K</scope></search><sort><creationdate>20100601</creationdate><title>Using capture-recapture methods to better ascertain the incidence of fatal child maltreatment</title><author>Palusci, Vincent J ; Wirtz, Stephen J ; Covington, Theresa M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c623t-8050877f06ed3759dba6a8962d629ec6277e67480e8fd87da185e683711898763</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Adolescent</topic><topic>Biological and medical sciences</topic><topic>Capture-recapture</topic><topic>Capture-Recapture method</topic><topic>Child</topic><topic>Child Abuse</topic><topic>Child abuse & neglect</topic><topic>Child Abuse - classification</topic><topic>Child Abuse - mortality</topic><topic>Child death review</topic><topic>Child maltreatment</topic><topic>Child maltreatment fatality</topic><topic>Child Mortality</topic><topic>Child Neglect</topic><topic>Child Welfare</topic><topic>Child Welfare Services</topic><topic>Child, Preschool</topic><topic>Children</topic><topic>Comparative Analysis</topic><topic>Crime</topic><topic>Data Analysis</topic><topic>Death</topic><topic>Death Certificates</topic><topic>District of Columbia</topic><topic>Epidemiologic Methods</topic><topic>Evaluation Criteria</topic><topic>Fatalities</topic><topic>Female</topic><topic>Humans</topic><topic>Identification</topic><topic>Incidence</topic><topic>Infant</topic><topic>Infant, Newborn</topic><topic>International Classification of Diseases</topic><topic>Male</topic><topic>Medical Records</topic><topic>Medical sciences</topic><topic>Michigan</topic><topic>Michigan - epidemiology</topic><topic>Pediatrics</topic><topic>Police</topic><topic>Psychiatry</topic><topic>Psychology. Psychoanalysis. Psychiatry</topic><topic>Psychopathology. Psychiatry</topic><topic>Public Agencies</topic><topic>Statistical Analysis</topic><topic>Studies</topic><topic>Teams</topic><topic>Victimology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Palusci, Vincent J</creatorcontrib><creatorcontrib>Wirtz, Stephen J</creatorcontrib><creatorcontrib>Covington, Theresa M</creatorcontrib><collection>ERIC</collection><collection>ERIC (Ovid)</collection><collection>ERIC</collection><collection>ERIC</collection><collection>ERIC (Legacy Platform)</collection><collection>ERIC( SilverPlatter )</collection><collection>ERIC</collection><collection>ERIC PlusText (Legacy Platform)</collection><collection>Education Resources Information Center (ERIC)</collection><collection>ERIC</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>Social Services Abstracts</collection><collection>Sociological Abstracts (pre-2017)</collection><collection>Sociological Abstracts</collection><collection>Sociological Abstracts</collection><collection>ProQuest Criminal Justice (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Sociological Abstracts (Ovid)</collection><collection>MEDLINE - Academic</collection><collection>Risk Abstracts</collection><collection>Safety Science and Risk</collection><collection>Environmental Sciences and Pollution Management</collection><jtitle>Child abuse & neglect</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Palusci, Vincent J</au><au>Wirtz, Stephen J</au><au>Covington, Theresa M</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><ericid>EJ883767</ericid><atitle>Using capture-recapture methods to better ascertain the incidence of fatal child maltreatment</atitle><jtitle>Child abuse & neglect</jtitle><addtitle>Child Abuse Negl</addtitle><date>2010-06-01</date><risdate>2010</risdate><volume>34</volume><issue>6</issue><spage>396</spage><epage>402</epage><pages>396-402</pages><issn>0145-2134</issn><eissn>1873-7757</eissn><coden>CABND3</coden><abstract>Abstract Objectives To (1) test the use of capture-recapture methods to estimate the total number of child maltreatment deaths in a single state using information from death certificates, child welfare reports, child death review teams, and uniform crime reports; and to (2) compare these estimates to the number of maltreatment deaths identified through an in-depth “gold standard” review. Methods Child maltreatment deaths were identified in four existing administrative data sources: (1) death reports in our state vital statistics (DC); (2) child death review team reports (CDR); (3) homicide reports filed by our state police agency as uniform crime report (UCR) supplements for the FBI; and (4) abstracted reports of a minor's death from our state child protective services (CPS) agency. Capture-recapture pair-wise and pooled comparisons were then applied to estimate the numbers of abuse and total maltreatment deaths and were compared to the number of cases identified by independent case review. Results There were a total of 194 child maltreatment deaths in Michigan during 2000–2001 with 66 due to physical abuse. Capture-recapture analysis estimated the mean number of total child maltreatment deaths as 101.02 (95%CI = 92.52, 109.53), with abuse deaths of 64.55 (60.85, 68.25). Most pair-wise and pooled comparisons worked equally well for abuse deaths, but estimates for total child maltreatment deaths were low. Conclusions Capture-recapture methods applied to existing administrative datasets produced accurate estimates of child abuse deaths but were not useful in producing reliable estimates of total child maltreatment deaths due to undercounting neglect-related deaths in all existing administrative data sets. The underlying assumptions for capture-recapture methods were not met for neglect deaths. Local and/or state teams conducting ongoing intensive case review may yet remain the best way to identify the total number of child maltreatment deaths. Practice implications Capture-recapture methods allow for more accurate estimation of the true number of child physical abuse deaths than does using single existing sources of child fatality information, but deaths from causes other than abuse are undercounted. Child maltreatment fatality surveillance requires a systematic process and standard criteria for identifying cases of maltreatment, particularly neglect-related child deaths.</abstract><cop>Oxford</cop><pub>Elsevier Ltd</pub><pmid>20400177</pmid><doi>10.1016/j.chiabu.2009.11.002</doi><tpages>7</tpages></addata></record> |
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subjects | Adolescent Biological and medical sciences Capture-recapture Capture-Recapture method Child Child Abuse Child abuse & neglect Child Abuse - classification Child Abuse - mortality Child death review Child maltreatment Child maltreatment fatality Child Mortality Child Neglect Child Welfare Child Welfare Services Child, Preschool Children Comparative Analysis Crime Data Analysis Death Death Certificates District of Columbia Epidemiologic Methods Evaluation Criteria Fatalities Female Humans Identification Incidence Infant Infant, Newborn International Classification of Diseases Male Medical Records Medical sciences Michigan Michigan - epidemiology Pediatrics Police Psychiatry Psychology. Psychoanalysis. Psychiatry Psychopathology. Psychiatry Public Agencies Statistical Analysis Studies Teams Victimology |
title | Using capture-recapture methods to better ascertain the incidence of fatal child maltreatment |
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