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Published on: September 16, 2022
A cumulative risk index for use in the medical home
Maureen Cunningham1,2, Levi N Bonnell3, Lauren Mehner4
1Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado, USA.
Insights
A simple cumulative risk index (CRI) effectively identifies families with lower support for child development and predicts poorer school functioning. This tool aids clinicians and researchers in early risk assessment for better developmental outcomes.
Area of Science:
- Child Development
- Sociodemographic Factors
- Risk Assessment
Background:
- Sociodemographic factors significantly influence early childhood development.
- A simple cumulative risk index (CRI) was developed based on four key sociodemographic factors.
- The CRI's relationship to cognitive home environment and school functioning was explored.
Purpose of the Study:
- To develop and validate a simple cumulative risk index (CRI) for early childhood risk assessment.
- To examine the concurrent and predictive validity of the CRI.
- To assess the CRI's association with cognitive home environment and later school functioning.
Main Methods:
- Secondary data analysis of children from an urban pediatric clinic (n=324 at baseline).
- CRI derived from maternal education, marital status, race/ethnicity, and child insurance.
- Cognitive home environment measured using STIMQ; school functioning assessed via ratings. ANOVA and Chi-square tests were used.
Main Results:
- The CRI negatively impacted early childhood cognitive home environment scores, with effects increasing with risk factors (p < 0.05).
- Children in high-risk CRI groups (3-4) showed significantly poorer school performance compared to low-risk groups (0-2) (p < 0.05).
- A low CRI at 1 year predicted better school functioning at 8-10 years.
Conclusions:
- The practice-friendly CRI, using readily available medical record data, identifies families at risk for developmental challenges.
- The CRI serves as a valuable tool for clinicians and researchers in early risk identification.
- Early identification via CRI can predict concurrent and future developmental and school functioning outcomes.
Background And Objective:
Previous studies have described the effect of sociodemographic factors on early development. We describe development of a simple cumulative risk index (CRI) based on four sociodemographic factors and explore the concurrent and predictive relationship of this index to a measure of the cognitive home environment in early childhood and to later school functioning.
Methods:
This was a secondary data analysis of children from an urban pediatrics clinic. Baseline data were collected at 10-23 months (n = 324) with primary follow-up 6 months later at 18-35 months (n = 179) and secondary follow-up at 8-10 years (n = 68). A CRI score was derived at baseline using maternal education, marital status, race/ethnicity and child insurance. Baseline and primary follow-up included three subscales of the STIMQ, a measure of the cognitive home environment. Effectiveness of CRI was examined using analysis of variance (ANOVA) with linear contrasts. Chi-square examined differences in school function between children from CRI high-risk (CRI 3-4) and low-risk (CRI 0-2) families.
Results:
CRI had a negative impact in early childhood on STIMQ subscale scores (p < 0.007-0.05) that increased as the number of risk factors increased (p < 0.05). Significantly more children from high-risk families (CRI 3-4) were rated as having poor school performance than children from low-risk families (CRI 0-2) (p < 0.05).
Conclusions:
We showed that a practice-friendly CRI, based on characteristics typically available in the medical record, could help identify families less likely to support development concurrently at 1 year of age and predictively at 2-3 years. School functioning at 8 to 10 years was also significantly better in children with a low CRI at 1 year. The CRI could be a useful tool for both clinicians and researchers needing a simple tool for risk assessment.
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