Beyond the Toxic Trio
Exploring Demand Typologies in Children’s Social Care
Datos Bibliográficos
Demand for children’s social care is often conflated with rates of intervention and associated with a limited constellation of parental risk factors. This article reports on a more comprehensive picture of demand obtained through a quantitative study of child welfare interventions in England. Longitudinal child-level data were combined from children’s social care services in six English local authorities over a four-year period (2015–2018). Latent class analysis was undertaken for a random sample of child episodes where an assessment was undertaken (n = 15,000). The results were tested for consistency across LAs and to identify the most appropriate number of classes. Conditional probabilities were used to interpret the demand represented by each class, and to explore the relationship between typologies and child characteristics such as age, gender and ethnicity. The analysis found seven classes, or typologies of demand, to be present in factors at assessment across all the LAs, which were linked to certain child characteristics and intervention pathways. The findings go beyond the ‘toxic trio’ terminology often used to profile risks to children and support the innovative use of administrative data to provide insight into patterns of demand. Implications are discussed for strategic responses to child welfare problems and the multi-agency context of prevention
Actuarial science · Agency (philosophy) · Consistency (knowledge bases) · Context (archaeology) · Developmental psychology · Economics · Ethnic group · Geography · Intervention (counseling) · Latent class model · Psychological intervention · Sample (material) · Social science · Sociology · Typology · Welfare · Child Abuse and Trauma · Child and Adolescent Health · Computer Science · Homelessness and Social Issues · Psychology
Poverty and children entering care in England
Implementing Schwartz Rounds in children's social care
Un/mothering
A Risk or a Buffer? The Dual Role of Poverty in Community Perceptions of Child Protection Demand
The Physical and Mental Health of Mothers of Aboriginal Children in Out‐of‐Home Care in Western Australia
Domestic violence and abuse in local child safeguarding policy
Parental risk factors and children entering out-of-home care
Determinants of receiving child protection and welfare services following initial assessment
Macro-level predictors of child removals
Responding to Domestic and Family Violence
Categorising Demand for Child Welfare Services Using Latent Class Analysis
Intervention Pathways following a Social Work Assessment
Improving Policing
Latent Class Cluster Analysis
Child welfare inequalities in the four nations of the UK
Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling
Austerity Bites
The Character of Harms
Social work, poverty, and child welfare interventions
Austerity bites
The ‘toxic trio’ (domestic violence, substance misuse and mental ill-health)
Untangling child welfare inequalities and the ‘Inverse Intervention Law’ in England
Exploring inequities in child welfare and child protection services
Income inequality and child welfare interventions in England and Wales
Re-Imagining Child Protection
Referrals and Child Protection in England
Screen, Ration and Churn
Austerity, rationing and inequity
| Obras citantes distintas | 12 |
|---|---|
| Citas por año | 3 |
| Intervalo de citas | 2022 - 2026 (5) |
| Velocidad de citación | current |
| Altamente citado | No |
| Tipos de cita | Neutras: 11 |