Children in the public benefit system at risk of maltreatment (Record no. 8200)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02768nab a22003137a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250625151639.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230530s2013 -nz||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | AFVC |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Vaithianathan, Rhema |
| 9 (RLIN) | 4305 |
| 245 ## - TITLE STATEMENT | |
| Title | Children in the public benefit system at risk of maltreatment |
| Statement of responsibility, etc | Rhema Vaithianathan, Tim Maloney, Emily Putnam-Hornstein and |
| Remainder of title | identification via predictive modeling |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | American College of Preventive Medicine, |
| Date of publication, distribution, etc | 2013 |
| 500 ## - GENERAL NOTE | |
| General note | American Journal of Preventive Medicine, 2013, 45(3): 354-359 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | A growing body of research links child abuse and neglect to a range of negative short- and long-term health outcomes. Determining a child’s risk of maltreatment at or shortly after birth provides an opportunity for the delivery of targeted prevention services. This study presents findings from a predictive risk model (PRM) developed to estimate the likelihood of substantiated maltreatment among children enrolled in New Zealand’s public benefit system. The objective was to explore the potential use of administrative data for targeting prevention and early intervention services to children and families.<br/>A data set of integrated public benefit and child protection records for children born in New Zealand between January 1, 2003, and June 1, 2006, was used to develop a risk algorithm using stepwise probit modeling. Data were analyzed in 2012. The final model included 132 variables and produced an area under the receiver operating characteristic curve of 76%. Among children in the top decile of risk, 47.8% had been substantiated for maltreatment by age 5 years. Of all children substantiated for maltreatment by age 5 years, 83% had been enrolled in the public benefit system before age 2 years. This analysis demonstrates that PRMs can be used to generate risk scores for substantiated maltreatment. Although a PRM cannot replace more-comprehensive clinical assessments of abuse and neglect risk, this approach provides a simple and cost-effective method of targeting early prevention services. (Authors' abstract). Record #8200 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | CHILD ABUSE |
| 9 (RLIN) | 103 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | CHILD NEGLECT |
| 9 (RLIN) | 114 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | CHILD PROTECTION |
| 9 (RLIN) | 118 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | DATA ANALYSIS |
| 9 (RLIN) | 181 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | PREDICTIVE RISK MODELLING |
| 9 (RLIN) | 4928 |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | SOCIAL SERVICES |
| 9 (RLIN) | 555 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | SOCIAL WORK PRACTICE |
| 9 (RLIN) | 562 |
| 651 #4 - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME | |
| Geographic name | NEW ZEALAND |
| 9 (RLIN) | 2588 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Maloney, Tim |
| 9 (RLIN) | 5617 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Putnam-Hornstein, Emily |
| 9 (RLIN) | 8517 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Jiang, Nan |
| 9 (RLIN) | 11993 |
| 773 0# - HOST ITEM ENTRY | |
| Title | American Journal of Preventive Medicine, 2013, 45(3): 354-359 |
| 830 ## - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | American Journal of Preventive Medicine |
| 9 (RLIN) | 4722 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1016/j.amepre.2013.04.022">https://doi.org/10.1016/j.amepre.2013.04.022</a> |
| Public note | DOI: 10.1016/j.amepre.2013.04.022 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Journal article |
No items available.