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Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Early postpartum psychosocial profiles predict parenting maladjustment at 1 year
Asuka Ikeda1, Mayumi Nagayasu2, Yurina Hoshiko2
1Division of Health Sciences, Graduate School of Medicine, The University of Osaka, Osaka, 565-0871, Japan. ikeda@sahs.med.osaka-u.ac.jp.
Early screening for parenting difficulties can be improved. The Comprehensive Scale for Parenting Resilience and Adaptation (CPRA) shows promise in identifying mothers at risk for later parenting maladjustment, going beyond just depressive symptoms.
Area of Science:
- Perinatal mental health
- Developmental psychology
- Public health
Background:
- Parenting difficulties in the first year postpartum are a significant public health issue.
- Current screening often relies on the Edinburgh Postnatal Depression Scale (EPDS), focusing on depressive symptoms.
- This approach may overlook broader psychosocial factors influencing long-term parenting adaptation.
Purpose of the Study:
- To investigate if early multidimensional profiling using the Comprehensive Scale for Parenting Resilience and Adaptation (CPRA) can predict later parenting maladjustment.
- To compare the predictive utility of CPRA against traditional screening methods.
- To identify key predictors of parenting maladjustment in the early postpartum period.
Main Methods:
- Analysis of data from two longitudinal cohorts (N=215).
- Definition of maladjustment as a significant increase in parenting difficulty scores from 1 to 12 months postpartum.
- Application of Elastic Net logistic regression with Monte Carlo cross-validation to identify stable predictors.
Main Results:
- A predictive model with acceptable and reproducible discrimination (median AUC=0.724) was developed.
- Six stable predictors of parenting maladjustment were identified.
- Higher early difficulty in Mother's Cognitive and Behavioural Characteristics emerged as a significant predictor of later maladjustment.
Conclusions:
- Early postpartum psychosocial profiling using the CPRA can identify mothers at risk for later parenting maladjustment.
- The CPRA offers a more comprehensive approach than symptom-focused measures like the EPDS.
- This research supports the use of multidimensional tools for early intervention in perinatal mental health.
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