LEADER 05519nam 22006735 450 001 9910739472703321 005 20240227204406.0 010 $a3-031-36608-5 024 7 $a10.1007/978-3-031-36608-6 035 $a(MiAaPQ)EBC30685230 035 $a(Au-PeEL)EBL30685230 035 $a(DE-He213)978-3-031-36608-6 035 $a(EXLCZ)9927972951800041 100 $a20230812d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aStrengthening Child Safety and Well-Being Through Integrated Data Solutions$b[electronic resource] /$fedited by Christian M. Connell, Daniel Max Crowley 205 $a1st ed. 2023. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023. 215 $a1 online resource (153 pages) 225 1 $aChild Maltreatment Solutions Network,$x2509-7164 311 08$aPrint version: Connell, Christian M. Strengthening Child Safety and Well-Being Through Integrated Data Solutions Cham : Springer International Publishing AG,c2023 9783031366079 327 $aChapter 1. Introduction and Volume Overview -- Chapter 2. Leveraging Administrative Data to Understand the Scope and Impact of Maltreatment -- Chapter 3. Using Harmonized Multisystem Data to Examine Experiences of Child Welfare-Involved Children, Youth, and Families -- Chapter 4. Innovative Uses for Geographical and Spatial Data Using Linked Child Welfare Datasets -- Chapter 5. How the NCANDS and AFCARS Can Provide Insight into Linked Administrative Data -- Chapter 6. Challenges in the Use of Predictive Risk Modeling and Predictive Analytics in Child Welfare -- Chapter 7. Integrating Data to Foster Child Safety and Well-Being -- Chapter 8. Housing Insecurity in Child Welfare: Designing Fair and Efficient Data-Driven Responses -- Chapter 9. Integrating Child Welfare and Medicaid Data to Identify and Predict Superutilization of Services for Youth in Foster Care -- Chapter 10. Strengths and Limitations of Administrative Data to Inform Services and Intervention Research -- Chapter 11. How Integrated Data Helps Identify Impact and Opportunity to Intervene with Children and Families -- Chapter 12. Prospects and Challenges for Big Data, Big Science, and the Evolution of Integrated Administrative Data -- Chapter 13. Conclusion and Panel Discussion. . 330 $aThis book explores the use of integrated administrative data to understand and address the significant public health problem of child maltreatment. It examines the use of linked, or integrated, administrative data to increase understanding of population-level needs ? and to inform decision-making efforts ? within the child welfare system and across other public systems. The book details the technological innovations that have allowed for the accumulation and centralization of large datasets critical to identifying risks of child maltreatment and its negative consequences and to target community and system responses more accurately to address these challenges. Leading experts from the fields of child maltreatment, child welfare, and human services research share their insights and experiences at the forefront of this critical research area and how it is shaping understanding of identification, intervention, and policy affecting children and families. Key areas of coverage include: · Ways in which these data can be leveraged to promote more effective efforts to detect, prevent, and respond to child maltreatment. · Emerging and innovative approaches in the acquisition and use of administrative data to inform the societal and governmental response to child maltreatment. · The use of multisystem data and integrated data systems to conduct predictive analytics, risk monitoring, or policy- and program-focused research and evaluation to inform child welfare system solutions. Strengthening Child Safety and Well-Being Through Integrated Data Solutions is a must-have volume for researchers, professors, and graduate students as well as clinicians, practitioners, policy makers, and related professionals across such disciplines as child and school psychology, social psychology, developmental psychology, public health, clinical social work, educational and public policy, and all related disciplines. . 410 0$aChild Maltreatment Solutions Network,$x2509-7164 606 $aSchool Psychology 606 $aBiotechnology 606 $aPublic health 606 $aSchool Psychology 606 $aBiotechnology 606 $aPublic Health 606 $aBiotecnologia$2thub 606 $aInfants$2thub 606 $aDetecció del maltractament infantil$2thub 606 $aNotificació de maltractament infantil$2thub 608 $aLlibres electrònics$2thub 615 0$aSchool Psychology. 615 0$aBiotechnology. 615 0$aPublic health. 615 14$aSchool Psychology. 615 24$aBiotechnology. 615 24$aPublic Health. 615 7$aBiotecnologia 615 7$aInfants 615 7$aDetecció del maltractament infantil 615 7$aNotificació de maltractament infantil 676 $a370.15 700 $aConnell$b Christian M$01424398 701 $aCrowley$b Daniel Max$01424399 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910739472703321 996 $aStrengthening Child Safety and Well-Being Through Integrated Data Solutions$93553579 997 $aUNINA