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Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Missingness patterns in a comprehensive instrument identifying psychosocial and substance use risk in antenatal care
Heidi Preis1, Petar M Djurić2, Marzieh Ajirak2
1Department of Psychology, Stony Brook University Stony Brook, New York, USA.
Insights
A new screening tool, PROMOTE, effectively identifies psychosocial vulnerabilities in pregnant women during antenatal visits. This aids in addressing risks for adverse perinatal outcomes and maternal mental health.
Area of Science:
- Perinatal health
- Maternal mental health
- Psychosocial screening
Background:
- Psychosocial vulnerabilities and substance use increase risks for adverse perinatal outcomes and maternal mental health issues.
- Barriers like lack of validated screening tools hinder early identification during antenatal care.
- A new self-report tool, PROMOTE, was developed to address these screening barriers in outpatient clinics.
Purpose of the Study:
- To evaluate the feasibility and acceptability of the Profile for Maternal & Obstetric Treatment Effectiveness (PROMOTE) tool.
- To assess the rate of missing data and identify factors associated with missingness in the PROMOTE.
- To inform modifications and digitization of the PROMOTE for improved antenatal screening.
Main Methods:
- Retrospective chart review of 904 women who completed the PROMOTE during their first antenatal visit.
- The PROMOTE includes the NIDA Quick Screen and 15 additional items assessing psychosocial vulnerabilities.
- Statistical analysis involved evaluating missing data and patterns using correlations and hierarchical clustering.
Main Results:
- 70.0% of women had no missing items on the PROMOTE, indicating good acceptability and feasibility.
- Most PROMOTE items had < 5% missing values, with exceptions for opioid use, planned pregnancy, education, and financial state.
- Lower education, less family support, greater stress, and completing the survey in Spanish were associated with higher missing data rates.
Conclusions:
- Comprehensive screening for psychosocial vulnerabilities in outpatient settings is feasible using tools like PROMOTE.
- Findings support the modification and digitization of PROMOTE for enhanced antenatal care.
- Early identification of maternal vulnerabilities can improve perinatal outcomes and maternal mental health.
Background:
Psychosocial vulnerabilities (e.g. inadequate social support, financial insecurity, stress) and substance use elevate risks for adverse perinatal outcomes and maternal mental health morbidities. However, various barriers, including paucity of validated, simple and usable comprehensive instruments, impede execution of the recommendations to screen for such vulnerabilities in the first antenatal care visit. The current study presents findings from a newly implemented self-report tool created to overcome screening barriers in outpatient antenatal clinics.
Methods:
This was a retrospective chart-review of 904 women who completed the Profile for Maternal & Obstetric Treatment Effectiveness (PROMOTE) during their first antenatal visit between June and December 2019. The PROMOTE includes the 4-item NIDA Quick Screen and 15 additional items that each assess a different psychosocial vulnerability. Statistical analysis included evaluation of missing data, and exploration of missing data patterns using univariate correlations and hierarchical clustering.
Results:
Three quarters of women (70.0%) had no missing items. In the entire sample, all but four PROMOTE items (opioid use, planned pregnancy, educational level, and financial state) had < 5% missing values, suggesting good acceptability and feasibility. Several respondent-related characteristics such as lower education, less family support, and greater stress were associated with greater likelihood of missing items. Instrument-related characteristics associated with missing values were completing the PROMOTE in Spanish or question positioning at the end of the instrument.
Conclusions And Implications:
Conducting a comprehensive screening of theoretically and clinically meaningful vulnerabilities in an outpatient setting is feasible. Study findings will inform modifications of the PROMOTE and subsequent digitisation.
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