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.
Abstract

Related Concept Videos

Substance Use Disorders Affecting Sleep01:24

Substance Use Disorders Affecting Sleep

Substance use disorders involve a pattern of using drugs more extensively than intended and continuing use despite harmful consequences. This includes legal substances like alcohol and nicotine, as well as illegal drugs. These disorders often involve both physical and psychological dependence, reflecting compulsive use of substances that significantly alter thoughts, feelings, and behaviors, contributing to a major public health issue.
Understanding the concepts of physical dependence,...
238
Stress and Mental Health01:30

Stress and Mental Health

Chronic stress profoundly affects mental health, significantly influencing mood, behavior, and overall quality of life. Research closely links chronic stress with mental health conditions such as depression, anxiety, and substance use disorders. Ongoing exposure to stress can lead to physiological and psychological changes, initiating a cycle of emotional distress and maladaptive coping mechanisms.
Individuals with depression often experience challenges in both their personal and professional...
253
Regression Toward the Mean01:52

Regression Toward the Mean

Regression toward the mean (“RTM”) is a phenomenon in which extremely high or low values—for example, and individual’s blood pressure at a particular moment—appear closer to a group’s average upon remeasuring. Although this statistical peculiarity is the result of random error and chance, it has been problematic across various medical, scientific, financial and psychological applications. In particular, RTM, if not taken into account, can interfere when...
6.5K
Psychological and Sociocultural Causes of Schizophrenia01:29

Psychological and Sociocultural Causes of Schizophrenia

Schizophrenia, a complex psychiatric disorder, has been historically misunderstood. Early psychological theories attributed its origins to childhood trauma and unresponsive parenting. However, contemporary research largely rejects these notions, favoring the vulnerability-stress hypothesis. This model proposes that individuals with a genetic predisposition to schizophrenia may develop the disorder following exposure to significant environmental stressors. Notably, studies on high-risk...
227
Bias in Epidemiological Studies01:29

Bias in Epidemiological Studies

Biases can arise at various stages of research, from study design and data collection to analysis and interpretation. Recognizing and addressing these biases is essential to ensure the validity and reliability of epidemiological findings.Broadly speaking, biases in epidemiology fall into three main categories: selection bias, information bias, and confounding. A more detailed description of possible biases is:  
778