Related Experiment Video
Updated: Jun 21, 2026

A Novel Method for Involving Women of Color at High Risk for Preterm Birth in Research Priority Setting
Published on: January 12, 2018
Developing a social vulnerability index for antenatal care screening of risk for adverse maternal and perinatal
Gabriel Q Rippel1, Renato T Souza1, Jussara Mayrink1
1Department of Obstetrics and Gynaecology, School of Medical Sciences, University of Campinas, Campinas, São Paulo, Brazil.
Objective:
Social determinants of health influence maternal and perinatal outcomes, yet tools to operationalize these risks in clinical care remain scarce. We aimed to study social determinants in Brazilian pregnant women and develop a social vulnerability index (SVI) that could correlate with pregnancy and perinatal outcomes.
Methods:
The present study was a secondary analysis of 1565 low-risk nulliparous women enrolled in two Brazilian cohort studies. We selected vulnerability indicators from sociodemographic data and tested the performance and risk association of multiple SVI models with any adverse outcome (preterm birth, gestational diabetes mellitus, pre-eclampsia, small or large for gestational age, low 5-min Apgar score, neonatal intubation, neonatal intensive care unit admission, fetal or neonatal death) using chi-square tests, logistic regression, and receiver operating characteristic analysis.
Results:
Advanced maternal age, non-white ethnicity, and exclusive publicly funded antenatal care were the most consistent vulnerability predictors of adverse outcomes. The final three-variable SVI demonstrated a significant dose-response gradient, with maternal adverse outcomes increasing from 16.4% (no vulnerabilities) to 43.8% (3 vulnerabilities) and perinatal adverse outcomes rising from 22.1% to 35.6%. The model presented a sensitivity of 64.71%, a specificity of 42.56%, a positive predictive value of 47.46% and a negative predictive value of 60.07% for any adverse outcome.
Conclusion:
The three-variable SVI offers a simple, reproducible, and context-adapted screening tool for primary care. Either for individual or population screening, it can be easily combined with clinical risk assessment, targeting those who may benefit from equity-oriented maternal health strategies.
Related Concept Videos
Development of the Oral Microbiota
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
Preventive Healthcare Services
Socioemotional Development during Infancy
Primary Temperament Types
Stella Chess...
Development of Human Microbiota
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin create...
