000 02684nam a22003737a 4500
999 _c6223
_d6223
005 20250625151508.0
008 190411s2019 -nz||||| |||| 00| 0 eng d
020 _a978-1-98-854158-7
040 _aAFVC
100 _aWalsh, Matthew C.
_98303
245 _aProtective factors of children and families at highest risk of adverse childhood experiences :
_ban analysis of children and families in the Growing Up in New Zealand data who “beat the odds”
_cM.C. Walsh, S. Joyce, T. Maloney and R. Vaithianathan
260 _aWellington, New Zealand :
_bMinistry of Social Development,
_c2019
300 _aelectronic document (31 pages) ; PDF file
500 _aApril 2019
520 _aThe present report analyses the Growing Up in New Zealand (GUiNZ) birth cohort to identify protective factors for at-risk children who “beat the odds”. For the purpose of illustration, we build a predictive risk model using variables that are observed prenataly or at-birth in the GUiNZ data. These are mainly economic and demographic factors, and are chosen because they are typically available in administrative data. We use a predictive risk model to identify children who are at the highest risk of being exposed to Adversities of Childhood Experiences (ACEs) by 54 months. Children are classified as “beating the odds” if they are in the highest 20% risk group based on the predictive risk model, but by age 54 months have not experienced a single ACE.(From the Policy statement). For background information about this research and a related report, follow the link. Record #6223
610 _aCentre for Social Data Analytics, AUT University
_98304
650 _aADVERSE CHILDHOOD EXPERIENCES
_94089
650 _aCHILDREN AT RISK
_9131
650 _aDATA ANALYSIS
_9181
650 _aGrowing Up in New Zealand study (GUiNZ)
_98305
650 5 _aINTERPERSONAL RELATIONSHIPS
_9325
650 _aLONGITUDINAL STUDIES
_9351
650 _aPREDICTIVE RISK MODELLING
_94928
650 _aPROTECTIVE FACTORS
_94270
650 5 _aSOCIOECONOMIC FACTORS
_9568
651 4 _aNEW ZEALAND
_92588
700 _aJoyce, Sophie
_98306
700 _95617
_aMaloney, Tim
700 _94305
_aVaithianathan, Rhema
856 _uhttps://www.msd.govt.nz/documents/about-msd-and-our-work/publications-resources/research/children-and-families-research-fund/children-and-families-research-fund-report-protective-factors-aces-april-2019-final.pdf
856 _uhttps://www.msd.govt.nz/about-msd-and-our-work/publications-resources/research/adverse-childhood-experiences/index.html
_yAccess the website
856 _uhttp://www.growingup.co.nz/en.html
_yAbout GUiNZ
942 _2ddc
_cREPORT