{"title":"12-26岁青少年和年轻人自杀预防计划:一项解决未满足需求和拯救生命的倡议","authors":"","doi":"10.29011/2577-2228.100378","DOIUrl":null,"url":null,"abstract":"Suicide is a major public health crisis, particularly among young people. To address this complex and multi-faceted issue, we built a predictive model to identify members who are at high risk for first or repeat-attempt suicide over the next 12 months and referred those members to a comprehensive case-management program for early intervention. Using multivariate regression, we identified the major risk factors for a suicidal event in our study sample. Of the identified members, we targeted approximately 10,000 members aged 12-26 years of age in the high-risk category from our commercial fully insured population. The members who agreed to participate in this comprehensive case-management program worked closely with the case managers and wellness recovery specialists. The pre and post rates of suicidal events were measured for the intervention group and compared a matched control group. The rate of suicidal events had a net decrease of 16.71% in the no prior attempt group while those in the prior attempt group had a net decrease of 27.76%. High-risk members (those with 10% or greater risk of suicidal event) identified via the predictive modeling algorithm who engage in the case-management program were shown to have a significant reduction in their risk for having a suicidal event.","PeriodicalId":73682,"journal":{"name":"Journal of community medicine & public health","volume":"6 3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Suicide Prevention Program for Adolescents and Young Adults Aged 12-26 Years: An Initiative to Address Unmet Needs and Save Lives\",\"authors\":\"\",\"doi\":\"10.29011/2577-2228.100378\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Suicide is a major public health crisis, particularly among young people. To address this complex and multi-faceted issue, we built a predictive model to identify members who are at high risk for first or repeat-attempt suicide over the next 12 months and referred those members to a comprehensive case-management program for early intervention. Using multivariate regression, we identified the major risk factors for a suicidal event in our study sample. Of the identified members, we targeted approximately 10,000 members aged 12-26 years of age in the high-risk category from our commercial fully insured population. The members who agreed to participate in this comprehensive case-management program worked closely with the case managers and wellness recovery specialists. The pre and post rates of suicidal events were measured for the intervention group and compared a matched control group. The rate of suicidal events had a net decrease of 16.71% in the no prior attempt group while those in the prior attempt group had a net decrease of 27.76%. High-risk members (those with 10% or greater risk of suicidal event) identified via the predictive modeling algorithm who engage in the case-management program were shown to have a significant reduction in their risk for having a suicidal event.\",\"PeriodicalId\":73682,\"journal\":{\"name\":\"Journal of community medicine & public health\",\"volume\":\"6 3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-10-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of community medicine & public health\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.29011/2577-2228.100378\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of community medicine & public health","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.29011/2577-2228.100378","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Suicide Prevention Program for Adolescents and Young Adults Aged 12-26 Years: An Initiative to Address Unmet Needs and Save Lives
Suicide is a major public health crisis, particularly among young people. To address this complex and multi-faceted issue, we built a predictive model to identify members who are at high risk for first or repeat-attempt suicide over the next 12 months and referred those members to a comprehensive case-management program for early intervention. Using multivariate regression, we identified the major risk factors for a suicidal event in our study sample. Of the identified members, we targeted approximately 10,000 members aged 12-26 years of age in the high-risk category from our commercial fully insured population. The members who agreed to participate in this comprehensive case-management program worked closely with the case managers and wellness recovery specialists. The pre and post rates of suicidal events were measured for the intervention group and compared a matched control group. The rate of suicidal events had a net decrease of 16.71% in the no prior attempt group while those in the prior attempt group had a net decrease of 27.76%. High-risk members (those with 10% or greater risk of suicidal event) identified via the predictive modeling algorithm who engage in the case-management program were shown to have a significant reduction in their risk for having a suicidal event.