Related Experiment Video
Updated: Jun 13, 2026

A Modified Trier Social Stress Test for Vulnerable Mexican American Adolescents
Published on: July 10, 2017
Cumulative hardship and wellness of low-income, young children: multisite surveillance study
Deborah A Frank1, Patrick H Casey, Maureen M Black
1Boston Medical Center, Department of Pediatrics, Boston, MA 02118, USA. dafrank@bu.edu
Insights
A cumulative hardship index, measuring food, housing, and energy insecurity, was associated with reduced child wellness. Higher hardship levels correlated with lower odds of well-being in young children lacking health insurance.
Area of Science:
- Pediatrics
- Public Health
- Socioeconomic Determinants of Health
Background:
- Childhood material hardship significantly impacts health and development.
- Understanding the cumulative effect of hardship is crucial for targeted interventions.
- Lack of private health insurance may exacerbate the effects of socioeconomic disadvantage on child well-being.
Purpose of the Study:
- To develop a cumulative hardship index for young children.
- To assess the association between this index and child wellness.
- To identify risks for children aged 4 to 36 months without private health insurance.
Main Methods:
- Cross-sectional surveys linked with anthropometric data and medical records from urban centers.
- Development of a 0-6 score based on food, housing, and energy insecurity.
- Composite child wellness indicator including caregiver reports and anthropometric measurements.
Main Results:
- 37% reported no hardship, 57% moderate, and 6% severe hardship.
- Significant inverse association found between hardship levels and child wellness.
- Children facing severe hardship had 35% lower odds of wellness compared to those with no hardship.
Conclusions:
- Increasing levels of remediable adverse material conditions correlate with decreasing child wellness.
- The cumulative hardship index effectively measures socioeconomic disadvantage impacting child health.
- Interventions addressing material hardship are vital for improving young children's well-being.
Objectives:
The goals were to generate a cumulative hardship index and to evaluate its association with the well-being of children 4 to 36 months of age without private health insurance.
Methods:
Cross-sectional surveys were linked to anthropometric measures and medical record review at 5 urban medical centers (July 1, 2004, to December 31, 2007). Cumulative hardship index scores ranged from 0 to 6, with food, housing, and energy each contributing a possible score of 0 (secure), 1 (moderately insecure), or 2 (severely insecure) to generate scores indicating no hardship (score of 0), moderate hardship (scores of 1-3), or severe hardship (scores of 4-6). The outcome was a composite indicator of child wellness, including caregivers' reports of children's good/excellent heath, no hospitalizations, not being developmentally at risk, and anthropometric measurements within normal limits. Covariates were selected a priori and through association with predictors and outcomes.
Results:
Of 7141 participants, 37% reported no material hardship, 57% moderate hardship, and 6% severe hardship. Multivariate logistic regression analyses showed ordinal association between the cumulative hardship index and children's adjusted odds of wellness (severe versus no hardship, adjusted odds ratio [AOR]: 0.65 [95% confidence interval [CI]: 0.51-0.83]; severe versus moderate hardship, AOR: 0.73 [95% CI: 0.58-0.92]; moderate versus no hardship, AOR: 0.89 [95% CI: 0.79-0.99]).
Conclusion:
Increasing levels of a composite measure of remediable adverse material conditions correlated with decreasing adjusted odds of wellness among young US children.
Related Concept Videos
Longitudinal Studies
Community Based Intervention
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
Longitudinal Research
Bias in Epidemiological Studies
Pulse Assessment Sites
Observational Studies
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One example of...

