Social Work Commons^™

Propensity Score Analysis And Machine Learning: A Comparison And Application To Post-Secondary Education Data, Khudodod Khudododov

Dissertations, Theses, and Capstone Projects

Estimation methods to identify the causal relationships between dependent and independent variables are fundamental to social science research. For social workers, these methods provide crucial knowledge about different factors' complex relationships with a particular issue. Such knowledge helps social workers be better micro, mezzo, and macro change agents.

Different causal estimation methods exist, from randomized controlled studies to methods involving observational studies. In observational studies, which is the focus of this dissertation, participants self-select into intervention. This behavior makes causal estimation more challenging. Since participants self-select into intervention or treatment, there are observed and unobserved differences between participants in the …

National Child Maltreatment Response And Foster Care Entries: 2005-2010, Zeinab Chahine

Dissertations, Theses, and Capstone Projects

This study involves secondary analysis of the national administrative data contained in two major federal child maltreatment and foster care data systems, the National Child Abuse and Neglect Data System and the Adoption and Foster Care Analysis and Reporting System for 2005 to 2010. The study examines the data related to screening in and determination of maltreatment reports (child maltreatment response), as well as the provision of services to children referred for maltreatment. The purpose is to determine how the child welfare services/child protective services systems responses to child maltreatment contributed to the 17% decline in foster care entries from …

I Didn't Consent To That: Secondary Analysis Of Discrimination Against Bdsm Identified Individuals, Larry Iannotti

Dissertations, Theses, and Capstone Projects

Sadomasochism (BDSM) sexual behavior is an understudied phenomenon within the social sciences generally, and social work in particular. While BESM sexuality encompasses a wide variety of activities a community of individuals interested in BDSM is identifiable and has coalesced around organized groups, events, political activism, and shared sexual interests. This community has experienced discrimination, violence, and harassment (DVH) as a result of social approbation and stigma associated with BDSM practices. The study examines results of a secondary analysis of data from the Survey of Violence & Discrimination against Sexual Minorities, conducted in 2008. Severity and frequency of various types …