{"title":"涉及儿童福利的女性青少年中儿童性贩运的风险预测模型:涉及福利的女性性剥削风险评估工具》(Welfare-Involved Female Sexual Exploitation Risk Assessment Tool)。","authors":"Jaya Prakash,Rishi Goel,Yi Mu,Bernard Rosner,Hanni Stoklosa","doi":"10.1089/jwh.2024.0415","DOIUrl":null,"url":null,"abstract":"Background: Female child welfare-involved youths who are removed from the home are at risk of commercial sexual exploitation of children (CSEC). The aim of this study was to develop a prediction model to identify those at greatest risk of trafficking. Methods: Data were from the Florida Department of Children and Families' Florida Safe Families Network Database. A Cox proportional hazard regression of 60 cases and 3857 controls generated the proposed risk model. Results: Factors found to be associated with a higher risk of trafficking were quantified into point scores, generating the Welfare-Involved Female Sexual Exploitation Risk Assessment (WISER) tool with a cutoff of 20 points: first out-of-home placement at ≥15 years of age (11 points); run away from home in past year and age <15 years (40 points) or ≥15 years (16 points); English spoken as other language (14 points); on a psychotropic drug (17 points); congregate first placement (14 points); runaway/abducted status first \"placement\" (16 points); psychiatric facility experience (9 points); residential facility experience (7 points); and no time in temporary shelter (9 points). Of those who experienced CSEC, 92% had a WISER score above 20. Discussion: The WISER tool achieved good discrimination and calibration ability with a receiver operating characteristic for the validation data set of 0.923. The WISER tool can (1) inform risk assessment for CSEC among child welfare-involved females and (2) identify youths at greatest risk before they are harmed by trafficking.","PeriodicalId":17636,"journal":{"name":"Journal of women's health","volume":"46 29 1","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Risk Prediction Model for Child Sex Trafficking Among Female Child Welfare-Involved Youth: Welfare-Involved Female Sexual Exploitation Risk Assessment Tool.\",\"authors\":\"Jaya Prakash,Rishi Goel,Yi Mu,Bernard Rosner,Hanni Stoklosa\",\"doi\":\"10.1089/jwh.2024.0415\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Background: Female child welfare-involved youths who are removed from the home are at risk of commercial sexual exploitation of children (CSEC). The aim of this study was to develop a prediction model to identify those at greatest risk of trafficking. Methods: Data were from the Florida Department of Children and Families' Florida Safe Families Network Database. A Cox proportional hazard regression of 60 cases and 3857 controls generated the proposed risk model. Results: Factors found to be associated with a higher risk of trafficking were quantified into point scores, generating the Welfare-Involved Female Sexual Exploitation Risk Assessment (WISER) tool with a cutoff of 20 points: first out-of-home placement at ≥15 years of age (11 points); run away from home in past year and age <15 years (40 points) or ≥15 years (16 points); English spoken as other language (14 points); on a psychotropic drug (17 points); congregate first placement (14 points); runaway/abducted status first \\\"placement\\\" (16 points); psychiatric facility experience (9 points); residential facility experience (7 points); and no time in temporary shelter (9 points). Of those who experienced CSEC, 92% had a WISER score above 20. Discussion: The WISER tool achieved good discrimination and calibration ability with a receiver operating characteristic for the validation data set of 0.923. The WISER tool can (1) inform risk assessment for CSEC among child welfare-involved females and (2) identify youths at greatest risk before they are harmed by trafficking.\",\"PeriodicalId\":17636,\"journal\":{\"name\":\"Journal of women's health\",\"volume\":\"46 29 1\",\"pages\":\"\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2024-09-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of women's health\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1089/jwh.2024.0415\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, GENERAL & INTERNAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of women's health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1089/jwh.2024.0415","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
Risk Prediction Model for Child Sex Trafficking Among Female Child Welfare-Involved Youth: Welfare-Involved Female Sexual Exploitation Risk Assessment Tool.
Background: Female child welfare-involved youths who are removed from the home are at risk of commercial sexual exploitation of children (CSEC). The aim of this study was to develop a prediction model to identify those at greatest risk of trafficking. Methods: Data were from the Florida Department of Children and Families' Florida Safe Families Network Database. A Cox proportional hazard regression of 60 cases and 3857 controls generated the proposed risk model. Results: Factors found to be associated with a higher risk of trafficking were quantified into point scores, generating the Welfare-Involved Female Sexual Exploitation Risk Assessment (WISER) tool with a cutoff of 20 points: first out-of-home placement at ≥15 years of age (11 points); run away from home in past year and age <15 years (40 points) or ≥15 years (16 points); English spoken as other language (14 points); on a psychotropic drug (17 points); congregate first placement (14 points); runaway/abducted status first "placement" (16 points); psychiatric facility experience (9 points); residential facility experience (7 points); and no time in temporary shelter (9 points). Of those who experienced CSEC, 92% had a WISER score above 20. Discussion: The WISER tool achieved good discrimination and calibration ability with a receiver operating characteristic for the validation data set of 0.923. The WISER tool can (1) inform risk assessment for CSEC among child welfare-involved females and (2) identify youths at greatest risk before they are harmed by trafficking.
期刊介绍:
Journal of Women''s Health is the primary source of information for meeting the challenges of providing optimal health care for women throughout their lifespan. The Journal delivers cutting-edge advancements in diagnostic procedures, therapeutic protocols for the management of diseases, and innovative research in gender-based biology that impacts patient care and treatment.
Journal of Women’s Health coverage includes:
-Internal Medicine
Endocrinology-
Cardiology-
Oncology-
Obstetrics/Gynecology-
Urogynecology-
Psychiatry-
Neurology-
Nutrition-
Sex-Based Biology-
Complementary Medicine-
Sports Medicine-
Surgery-
Medical Education-
Public Policy.