Reassessment Improves Prediction of Criminal Recidivism: A Prospective Study of 3,421 Individuals in New Zealand

A dynamic risk factor is a variable that can change across time, and as it changes, there is a corresponding change in the likelihood of the outcome. In corrections, there is evidence for dynamic risk factors when relatively more proximal reassessments enhance predictive validity for recidivism. In...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Psychological assessment 2020-06, Vol.32 (6), p.568-581
Hauptverfasser: Lloyd, Caleb D, Hanson, R. Karl, Richards, Dylan K, Serin, Ralph C
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 581
container_issue 6
container_start_page 568
container_title Psychological assessment
container_volume 32
creator Lloyd, Caleb D
Hanson, R. Karl
Richards, Dylan K
Serin, Ralph C
description A dynamic risk factor is a variable that can change across time, and as it changes, there is a corresponding change in the likelihood of the outcome. In corrections, there is evidence for dynamic risk factors when relatively more proximal reassessments enhance predictive validity for recidivism. In this article, we tested the proximity hypothesis with longitudinal, multiple-reassessment data gathered from 3,421 individuals supervised on parole in New Zealand (N = 68,667 assessments of theoretically dynamic risk factors conducted by corrections case managers). In this sample, reassessments consistently improved prediction as demonstrated by (1) incremental prediction over initial baseline scores and (2) improved model fit of the most recent assessment compared with the average of earlier scores. These results contribute to a growing body of evidence that support community corrections agencies conducting repeated assessments of the risk for imminent recidivism using a dynamic risk instrument. Public Significance Statement Corrections agencies should regularly reassess risk for recidivism during parole because updated assessments are more accurate than prior assessments. Promoting personal and situational changes related to patterns of reducing risk in the community should be a core objective for psychologists and other professionals engaged with the successful reintegration of individuals with a history of crime.
doi_str_mv 10.1037/pas0000813
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2369881479</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2369881479</sourcerecordid><originalsourceid>FETCH-LOGICAL-a379t-274df620d748b3cbf1938e6e6e0ac39655d510528617bd4dd0d59ab899a333a03</originalsourceid><addsrcrecordid>eNp90UtrFTEUB_AgFvvQjR9AAm5EHU0mj0nclUutF4pKVRA3QyY5AynzajJz5X57z3BrhS5MFgnhxyHn_Al5ztk7zkT1fnKZ4TJcPCIn3ApbcCF_PsY7k6wQyrJjcprzDWNcCqOekGNRcm6ksidkugaXM-TcwzDTbT-lcQeZfk0Qop_jONCxpZsU-zi4jl6DjyHuYu4_0HNEY54A1Q7ot3kJ-9WKt7LkdDusLCyuyzQO9DP8pr_AdW4IT8lRi6_w7O48Iz8-XnzffCquvlxuN-dXhROVnYuykqHVJQuVNI3wTYt9GdC4mfPCaqWC4kyVRvOqCTIEFpR1jbHWCSEcE2fk1aEudnS7QJ7rPmYPHf4BxiXXpdDWGC4ri_TlA3ozLgn7XZVVVakqYf6vtFUaI5CoXh-Ux-HkBG094fBc2tec1Wta9b-0EL-4K7k0PYR7-jceBG8OwE2unvLeuzRH30H2S0oY2FoMda1rpY34A6_rnRQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2369560004</pqid></control><display><type>article</type><title>Reassessment Improves Prediction of Criminal Recidivism: A Prospective Study of 3,421 Individuals in New Zealand</title><source>EBSCOhost APA PsycARTICLES</source><creator>Lloyd, Caleb D ; Hanson, R. Karl ; Richards, Dylan K ; Serin, Ralph C</creator><contributor>Ben-Porath, Yossef S</contributor><creatorcontrib>Lloyd, Caleb D ; Hanson, R. Karl ; Richards, Dylan K ; Serin, Ralph C ; Ben-Porath, Yossef S</creatorcontrib><description>A dynamic risk factor is a variable that can change across time, and as it changes, there is a corresponding change in the likelihood of the outcome. In corrections, there is evidence for dynamic risk factors when relatively more proximal reassessments enhance predictive validity for recidivism. In this article, we tested the proximity hypothesis with longitudinal, multiple-reassessment data gathered from 3,421 individuals supervised on parole in New Zealand (N = 68,667 assessments of theoretically dynamic risk factors conducted by corrections case managers). In this sample, reassessments consistently improved prediction as demonstrated by (1) incremental prediction over initial baseline scores and (2) improved model fit of the most recent assessment compared with the average of earlier scores. These results contribute to a growing body of evidence that support community corrections agencies conducting repeated assessments of the risk for imminent recidivism using a dynamic risk instrument. Public Significance Statement Corrections agencies should regularly reassess risk for recidivism during parole because updated assessments are more accurate than prior assessments. Promoting personal and situational changes related to patterns of reducing risk in the community should be a core objective for psychologists and other professionals engaged with the successful reintegration of individuals with a history of crime.</description><identifier>ISSN: 1040-3590</identifier><identifier>EISSN: 1939-134X</identifier><identifier>DOI: 10.1037/pas0000813</identifier><identifier>PMID: 32118459</identifier><language>eng</language><publisher>United States: American Psychological Association</publisher><subject>Female ; Hazards ; Human ; Male ; Measurement Invariance ; Parole ; Parole &amp; probation ; Predictability (Measurement) ; Predictive Validity ; Recidivism ; Risk Assessment ; Risk Factors ; Time</subject><ispartof>Psychological assessment, 2020-06, Vol.32 (6), p.568-581</ispartof><rights>2020 American Psychological Association</rights><rights>2020, American Psychological Association. American Psychological Association</rights><rights>Copyright American Psychological Association Jun 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a379t-274df620d748b3cbf1938e6e6e0ac39655d510528617bd4dd0d59ab899a333a03</citedby><orcidid>0000-0002-5450-3581</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32118459$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Ben-Porath, Yossef S</contributor><creatorcontrib>Lloyd, Caleb D</creatorcontrib><creatorcontrib>Hanson, R. Karl</creatorcontrib><creatorcontrib>Richards, Dylan K</creatorcontrib><creatorcontrib>Serin, Ralph C</creatorcontrib><title>Reassessment Improves Prediction of Criminal Recidivism: A Prospective Study of 3,421 Individuals in New Zealand</title><title>Psychological assessment</title><addtitle>Psychol Assess</addtitle><description>A dynamic risk factor is a variable that can change across time, and as it changes, there is a corresponding change in the likelihood of the outcome. In corrections, there is evidence for dynamic risk factors when relatively more proximal reassessments enhance predictive validity for recidivism. In this article, we tested the proximity hypothesis with longitudinal, multiple-reassessment data gathered from 3,421 individuals supervised on parole in New Zealand (N = 68,667 assessments of theoretically dynamic risk factors conducted by corrections case managers). In this sample, reassessments consistently improved prediction as demonstrated by (1) incremental prediction over initial baseline scores and (2) improved model fit of the most recent assessment compared with the average of earlier scores. These results contribute to a growing body of evidence that support community corrections agencies conducting repeated assessments of the risk for imminent recidivism using a dynamic risk instrument. Public Significance Statement Corrections agencies should regularly reassess risk for recidivism during parole because updated assessments are more accurate than prior assessments. Promoting personal and situational changes related to patterns of reducing risk in the community should be a core objective for psychologists and other professionals engaged with the successful reintegration of individuals with a history of crime.</description><subject>Female</subject><subject>Hazards</subject><subject>Human</subject><subject>Male</subject><subject>Measurement Invariance</subject><subject>Parole</subject><subject>Parole &amp; probation</subject><subject>Predictability (Measurement)</subject><subject>Predictive Validity</subject><subject>Recidivism</subject><subject>Risk Assessment</subject><subject>Risk Factors</subject><subject>Time</subject><issn>1040-3590</issn><issn>1939-134X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp90UtrFTEUB_AgFvvQjR9AAm5EHU0mj0nclUutF4pKVRA3QyY5AynzajJz5X57z3BrhS5MFgnhxyHn_Al5ztk7zkT1fnKZ4TJcPCIn3ApbcCF_PsY7k6wQyrJjcprzDWNcCqOekGNRcm6ksidkugaXM-TcwzDTbT-lcQeZfk0Qop_jONCxpZsU-zi4jl6DjyHuYu4_0HNEY54A1Q7ot3kJ-9WKt7LkdDusLCyuyzQO9DP8pr_AdW4IT8lRi6_w7O48Iz8-XnzffCquvlxuN-dXhROVnYuykqHVJQuVNI3wTYt9GdC4mfPCaqWC4kyVRvOqCTIEFpR1jbHWCSEcE2fk1aEudnS7QJ7rPmYPHf4BxiXXpdDWGC4ri_TlA3ozLgn7XZVVVakqYf6vtFUaI5CoXh-Ux-HkBG094fBc2tec1Wta9b-0EL-4K7k0PYR7-jceBG8OwE2unvLeuzRH30H2S0oY2FoMda1rpY34A6_rnRQ</recordid><startdate>20200601</startdate><enddate>20200601</enddate><creator>Lloyd, Caleb D</creator><creator>Hanson, R. Karl</creator><creator>Richards, Dylan K</creator><creator>Serin, Ralph C</creator><general>American Psychological Association</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7RZ</scope><scope>PSYQQ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-5450-3581</orcidid></search><sort><creationdate>20200601</creationdate><title>Reassessment Improves Prediction of Criminal Recidivism: A Prospective Study of 3,421 Individuals in New Zealand</title><author>Lloyd, Caleb D ; Hanson, R. Karl ; Richards, Dylan K ; Serin, Ralph C</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a379t-274df620d748b3cbf1938e6e6e0ac39655d510528617bd4dd0d59ab899a333a03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Female</topic><topic>Hazards</topic><topic>Human</topic><topic>Male</topic><topic>Measurement Invariance</topic><topic>Parole</topic><topic>Parole &amp; probation</topic><topic>Predictability (Measurement)</topic><topic>Predictive Validity</topic><topic>Recidivism</topic><topic>Risk Assessment</topic><topic>Risk Factors</topic><topic>Time</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lloyd, Caleb D</creatorcontrib><creatorcontrib>Hanson, R. Karl</creatorcontrib><creatorcontrib>Richards, Dylan K</creatorcontrib><creatorcontrib>Serin, Ralph C</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Access via APA PsycArticles® (ProQuest)</collection><collection>ProQuest One Psychology</collection><collection>MEDLINE - Academic</collection><jtitle>Psychological assessment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lloyd, Caleb D</au><au>Hanson, R. Karl</au><au>Richards, Dylan K</au><au>Serin, Ralph C</au><au>Ben-Porath, Yossef S</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Reassessment Improves Prediction of Criminal Recidivism: A Prospective Study of 3,421 Individuals in New Zealand</atitle><jtitle>Psychological assessment</jtitle><addtitle>Psychol Assess</addtitle><date>2020-06-01</date><risdate>2020</risdate><volume>32</volume><issue>6</issue><spage>568</spage><epage>581</epage><pages>568-581</pages><issn>1040-3590</issn><eissn>1939-134X</eissn><abstract>A dynamic risk factor is a variable that can change across time, and as it changes, there is a corresponding change in the likelihood of the outcome. In corrections, there is evidence for dynamic risk factors when relatively more proximal reassessments enhance predictive validity for recidivism. In this article, we tested the proximity hypothesis with longitudinal, multiple-reassessment data gathered from 3,421 individuals supervised on parole in New Zealand (N = 68,667 assessments of theoretically dynamic risk factors conducted by corrections case managers). In this sample, reassessments consistently improved prediction as demonstrated by (1) incremental prediction over initial baseline scores and (2) improved model fit of the most recent assessment compared with the average of earlier scores. These results contribute to a growing body of evidence that support community corrections agencies conducting repeated assessments of the risk for imminent recidivism using a dynamic risk instrument. Public Significance Statement Corrections agencies should regularly reassess risk for recidivism during parole because updated assessments are more accurate than prior assessments. Promoting personal and situational changes related to patterns of reducing risk in the community should be a core objective for psychologists and other professionals engaged with the successful reintegration of individuals with a history of crime.</abstract><cop>United States</cop><pub>American Psychological Association</pub><pmid>32118459</pmid><doi>10.1037/pas0000813</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-5450-3581</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 1040-3590
ispartof Psychological assessment, 2020-06, Vol.32 (6), p.568-581
issn 1040-3590
1939-134X
language eng
recordid cdi_proquest_miscellaneous_2369881479
source EBSCOhost APA PsycARTICLES
subjects Female
Hazards
Human
Male
Measurement Invariance
Parole
Parole & probation
Predictability (Measurement)
Predictive Validity
Recidivism
Risk Assessment
Risk Factors
Time
title Reassessment Improves Prediction of Criminal Recidivism: A Prospective Study of 3,421 Individuals in New Zealand
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-28T03%3A56%3A30IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Reassessment%20Improves%20Prediction%20of%20Criminal%20Recidivism:%20A%20Prospective%20Study%20of%203,421%20Individuals%20in%20New%20Zealand&rft.jtitle=Psychological%20assessment&rft.au=Lloyd,%20Caleb%20D&rft.date=2020-06-01&rft.volume=32&rft.issue=6&rft.spage=568&rft.epage=581&rft.pages=568-581&rft.issn=1040-3590&rft.eissn=1939-134X&rft_id=info:doi/10.1037/pas0000813&rft_dat=%3Cproquest_cross%3E2369881479%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2369560004&rft_id=info:pmid/32118459&rfr_iscdi=true