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.
Abstract

Related Concept Videos

Relative Risk01:12

Relative Risk

Relative risk (RR) is a statistical measure commonly used in epidemiology to compare the likelihood of a particular event occurring between two groups. This metric is important for evaluating the relationship between exposure to a specific risk factor and the probability of a particular outcome. It plays a crucial role in medical research, public health studies, and risk assessment. Relative risk quantifies how much more (or less) likely an event is to occur in an exposed group compared to an...
1.2K
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches01:23

Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches

Biopharmaceutical studies constitute a vital field aiming to enhance drug delivery methods and refine therapeutic approaches, drawing upon diverse interdisciplinary knowledge. In research methodologies, the choice between controlled and non-controlled studies significantly influences the study's reliability and accuracy.
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
264
Documentation in Long-Term and Home Healthcare Setting01:29

Documentation in Long-Term and Home Healthcare Setting

Documentation in long-term care facilities and home healthcare settings is crucial for ensuring continuous, coordinated, and comprehensive care for patients. Each setting has its specific documentation processes and tools:
Long-Term Care Facilities
1.3K
Hazard Ratio01:12

Hazard Ratio

The hazard ratio (HR) is a widely used measure in clinical trials to compare the risk of events, such as death or disease recurrence, between two groups over time. It reflects the ratio of hazard rates—the instantaneous risk of the event occurring—between a treatment group and a control group. This measure provides valuable insights into the relative effectiveness of a treatment by assessing how the risk of an event differs between the two groups.
For example, in a clinical trial...
376
Methods of Documentation VI: Case Management Model01:15

Methods of Documentation VI: Case Management Model

The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
724
Hazard Rate01:11

Hazard Rate

The hazard rate, also known as the hazard function or failure rate, is a statistical measure used to describe the instantaneous rate at which an event occurs, given that the event has not yet happened. From a probabilistic perspective, it represents the likelihood that a subject will experience the event in a very small time interval, conditional on surviving up to the beginning of that interval. In terms of frequency, the hazard rate can be viewed as the ratio of the number of events to the...
266