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Updated: Aug 17, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Risk indicators of childhood undernutrition in Kingston, Jamaica
P D Fletcher1, D T Simeon, S M Grantham-McGregor
1Tropical Metabolism Research Unit, University of the West Indies, Mona, Kingston, Jamaica.
Insights
Early identification of Jamaican children at risk of undernutrition is crucial. A new screening tool using factors like birth weight and clinic attendance shows promise but needs improvement for better sensitivity.
Area of Science:
- Public Health
- Pediatrics
- Nutritional Epidemiology
Background:
- Early childhood undernutrition is a persistent public health issue in Jamaica.
- Limited resources hinder comprehensive monitoring of all children's nutritional status.
- There is a critical need for accessible tools to identify at-risk infants early.
Purpose of the Study:
- To develop and validate a simple screening instrument for early identification of undernutrition risk in Jamaican children.
- To identify key predictors of undernutrition in early childhood within the primary healthcare setting.
Main Methods:
- A case-control study involving 649 children aged 6–48 months was conducted.
- Data were collected using a questionnaire with 31 variables assessed from 6 weeks of age.
- Multiple logistic regression analysis identified independent predictors of undernutrition.
Main Results:
- Nine variables, including low birth weight, short birth spacing, home birth, poor clinic attendance, overcrowding, and lack of possessions, were significant predictors.
- A scoring system developed from these variables achieved 56% sensitivity and 76% specificity.
- The positive predictive value of the screening instrument was 31%.
Conclusions:
- A simple screening tool for identifying children at risk of undernutrition was developed for primary healthcare use in Jamaica.
- The tool's low sensitivity suggests challenges in identifying all at-risk children from 6 weeks of age.
- Factors not measured, such as high morbidity and poor childcare, may contribute to missed cases.
Abstract:
In Jamaica, early childhood undernutrition remains a problem; however, the health of all children cannot be monitored due to limited resources. Therefore, there is a need for the early identification of children at risk of undernutrition. A simple screening instrument for use by paraprofessionals in the primary health care system was developed. We conducted a case-control study using 649 children, aged 6 to 48 months. The cases were undernourished (weight-for-age less than 80% of the reference) and identified from a survey. The children's guardians were given a questionnaire comprising 31 variables thought to be associated with undernutrition and which were present from 6 weeks of age. Nine variables were significantly associated with undernutrition. Multiple logistic regression analysis indicated that low birth weight, short birth spacing, being born at home, poor ante-natal and post-natal clinic attendance, overcrowding and a lack of house-hold possessions were independent predictors of undernutrition. Using these variables, a simple scoring system was developed to identify high risk children. It had a sensitivity and specificity of 56% and 76% respectively and a positive predictive values of 31%. This simple screening instrument should be easy to use in the primary health care system. However, its low sensitivity indicates that it is difficult to identify children who are at risk of undernutrition from 6 weeks of age. Subsequent high morbidity and poor child care which were not measured may account for some of the missed cases.
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