abstract: 'This article addresses some potential limitations of key findings from recent research into inequalities in children''s social services by providing additional evidence from multilevel models that suggest the socioeconomic social gradient and `Inverse Intervention Law'' in children''s services interventions are statistically significant after controlling for possible confounding spatial and population effects. Multilevel negative binomial regression models are presented using English child welfare data to predict the following intervention rates at lower super output area-level: Child in Need (n = 2707, middle super output area {[}MSOA] n = 543, local authority {[}LA] n = 13); Child Protection Plan (n = 4115, MSOA n = 837, LA n = 18); and Children Looked After (n = 4115, MSOA n = 837, LA n = 18). We find strong evidence supporting the existence of a steep socioeconomic social gradient in child welfare interventions. Furthermore, we find certain local authority contexts exacerbate this social gradient. Contexts of low overall deprivation and high income inequality are associated with greater socioeconomic inequalities in neighbourhood intervention rates. The relationship between neighbourhood deprivation and children looked after rates is almost five times stronger in local authorities with these characteristics than it is in local authorities with high overall deprivation and low income inequality. We argue that social policy responses addressing structural determinants of child welfare inequalities are needed, and that strategies to reduce the numbers of children taken into care must address underlying poverty and income inequality at both a local and national level.' affiliation: 'Webb, C (Corresponding Author), Univ Sheffield, Sheffield, S Yorkshire, England. Webb, Calum; Morris, Kate, Univ Sheffield, Sheffield, S Yorkshire, England. Bywaters, Paul, Huddersfield Univ, Huddersfield, W Yorkshire, England. Scourfield, Jonathan, Cardiff Univ, Cardiff, Wales. McCartan, Claire; Bunting, Lisa; Davidson, Gavin, Queens Univ Belfast, Belfast, Antrim, North Ireland.' article-number: '104849' author: Webb, Calum and Bywaters, Paul and Scourfield, Jonathan and McCartan, Claire and Bunting, Lisa and Davidson, Gavin and Morris, Kate author-email: c.j.webb@sheffield.ac.uk author_list: - family: Webb given: Calum - family: Bywaters given: Paul - family: Scourfield given: Jonathan - family: McCartan given: Claire - family: Bunting given: Lisa - family: Davidson given: Gavin - family: Morris given: Kate da: '2023-09-28' doi: 10.1016/j.childyouth.2020.104849 eissn: 1873-7765 files: [] issn: 0190-7409 journal: CHILDREN AND YOUTH SERVICES REVIEW keywords: 'Social work; Child protection; Deprivation; Income inequality; Children''s social care' keywords-plus: 'INCOME INEQUALITY; TERRITORIAL STIGMATIZATION; PROTECTION; MALTREATMENT; INEQUITIES; POVERTY; NEGLECT; ABUSE' language: English month: APR number-of-cited-references: '68' orcid-numbers: 'Scourfield, Jonathan/0000-0001-6218-8158 Davidson, Gavin/0000-0001-6003-0170 Bunting, Lisa/0000-0002-1857-0074 Bywaters, Paul/0000-0002-6375-6222 Webb, Calum/0000-0001-7521-2110 McCartan, Claire/0000-0002-2341-9715' papis_id: b7f27b48ace62d16d21f7ec36763eae6 ref: Webb2020untanglingchild researcherid-numbers: 'Scourfield, Jonathan B/A-3464-2012 Webb, Calum/AAM-2424-2020 ' times-cited: '23' title: Untangling child welfare inequalities and the `Inverse Intervention Law' in England type: Article unique-id: WOS:000521515400040 usage-count-last-180-days: '1' usage-count-since-2013: '9' volume: '111' web-of-science-categories: Family Studies; Social Work year: '2020'