生存分析作为评估法律心理学预测有效性的技术

IF 0.9 4区 社会学 Q2 LAW Anuario De Psicologia Juridica Pub Date : 2019-01-28 DOI:10.5093/APJ2018A11
Julio Isaac Vega-Cauich
{"title":"生存分析作为评估法律心理学预测有效性的技术","authors":"Julio Isaac Vega-Cauich","doi":"10.5093/APJ2018A11","DOIUrl":null,"url":null,"abstract":"Being able to determine that an instrument predicts behavior such as violence or recidivism is one of the main objectives of legal psychology. Predictive validity, as it is known, allows evaluating this characteristic. This type of validity has been evaluated through various techniques, such as contingency , sensitivity, specificity, andROC curves. However, these techniques do not address a major statistical problem: data censorship that occurs in prospective studies, since in many cases the subjects will not relapse during the follow-up performed. Survival analysis is a technique that allows taking this information into consideration and modeling the time until a certain event happens. Through different approaches, such as its descriptive techniques or Cox proportional hazards models, this technique allows us to evaluate the predictive power of tests, as well as of interventions.","PeriodicalId":44109,"journal":{"name":"Anuario De Psicologia Juridica","volume":null,"pages":null},"PeriodicalIF":0.9000,"publicationDate":"2019-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"El Análisis de Supervivencia como Técnica para la Evaluación de la Validez Predictiva en la Psicología Jurídica\",\"authors\":\"Julio Isaac Vega-Cauich\",\"doi\":\"10.5093/APJ2018A11\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Being able to determine that an instrument predicts behavior such as violence or recidivism is one of the main objectives of legal psychology. Predictive validity, as it is known, allows evaluating this characteristic. This type of validity has been evaluated through various techniques, such as contingency , sensitivity, specificity, andROC curves. However, these techniques do not address a major statistical problem: data censorship that occurs in prospective studies, since in many cases the subjects will not relapse during the follow-up performed. Survival analysis is a technique that allows taking this information into consideration and modeling the time until a certain event happens. Through different approaches, such as its descriptive techniques or Cox proportional hazards models, this technique allows us to evaluate the predictive power of tests, as well as of interventions.\",\"PeriodicalId\":44109,\"journal\":{\"name\":\"Anuario De Psicologia Juridica\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.9000,\"publicationDate\":\"2019-01-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Anuario De Psicologia Juridica\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://doi.org/10.5093/APJ2018A11\",\"RegionNum\":4,\"RegionCategory\":\"社会学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"LAW\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Anuario De Psicologia Juridica","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.5093/APJ2018A11","RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"LAW","Score":null,"Total":0}
引用次数: 1

摘要

能够确定工具预测暴力或累犯等行为是法律心理学的主要目标之一。众所周知,预测有效性允许评估这一特征。这种类型的有效性已经通过各种技术进行了评估,如偶然性、敏感性、特异性和ROC曲线。然而,这些技术并没有解决一个主要的统计问题:前瞻性研究中发生的数据审查,因为在许多情况下,受试者在随访期间不会复发。生存分析是一种技术,可以将这些信息考虑在内,并对某个事件发生之前的时间进行建模。通过不同的方法,如描述性技术或Cox比例风险模型,这项技术使我们能够评估测试和干预措施的预测能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
El Análisis de Supervivencia como Técnica para la Evaluación de la Validez Predictiva en la Psicología Jurídica
Being able to determine that an instrument predicts behavior such as violence or recidivism is one of the main objectives of legal psychology. Predictive validity, as it is known, allows evaluating this characteristic. This type of validity has been evaluated through various techniques, such as contingency , sensitivity, specificity, andROC curves. However, these techniques do not address a major statistical problem: data censorship that occurs in prospective studies, since in many cases the subjects will not relapse during the follow-up performed. Survival analysis is a technique that allows taking this information into consideration and modeling the time until a certain event happens. Through different approaches, such as its descriptive techniques or Cox proportional hazards models, this technique allows us to evaluate the predictive power of tests, as well as of interventions.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
3.50
自引率
11.10%
发文量
3
审稿时长
18 weeks
期刊最新文献
El Odio y la Violencia hacia el Exogrupo. Análisis Psicosocial de una Muestra de Personas Condenadas por Delitos de Odio Profiles of Adolescents who Abuse their Parents: A Gender-based Analysis Los Factores Psicosociales en el Suicidio de Presos en Prisiones Europeas: una Revisión Sistemática y Metaanálisis Desconexión Moral y Delincuencia en Población Penitenciaria Adulta: una Revisión Metaanalítica Confirmatory Factor Analysis and Factorial Invariance of the Mechanisms of the Moral Disengagement Scale
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1