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Updated: Aug 9, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
[Height deficit in school aged children: a multivariate analysis of possible risk factors, Pernambuco-1997]
G E C Laurentino1, I K G Arruda, M C F Raposo
1Universidade Federal de Pernambuco-UFPE. Brasil.
Insights
Stunting affects 16.9% of Brazilian school children, particularly in rural areas. Low socioeconomic status, water access, and education are key risk factors for this public health issue.
Area of Science:
- Public Health Nutrition
- Pediatric Epidemiology
- Socioeconomic Determinants of Health
Context:
- Assesses nutritional status and risk factors in 894 Brazilian school children (ages 6-12) in Pernambuco.
- Utilizes data from the 1997 Second State Research on Nourishment, Health and Nutrition.
- Employs the -2 score-Z cutoff and NCHS as reference standards for nutritional evaluation.
Purpose:
- To analyze the prevalence of stunting and identify associated risk factors among school children in Pernambuco, Brazil.
- To investigate the relationship between socioeconomic factors, environmental conditions, and stunting.
- To understand the epidemiological disparities in stunting between urban and rural areas.
Summary:
- Prevalence of stunting was 16.9% statewide, with rural areas significantly more affected (27.1%).
- Bivariate analysis linked low socioeconomic status to stunting.
- Logistic regression identified residence location, gender, water access, education, and income as key determinants.
Impact:
- Height deficit is a significant public health problem in Pernambuco, especially for rural school children.
- Identifies distinct epidemiological realities between urban and rural settings.
- Highlights the need for targeted interventions addressing socioeconomic and environmental disparities to combat childhood stunting.
Abstract:
The nutritional status and some risk factors in 894 school children (ages 6 to 12) in the State of Pernambuco, Brazil, were analyzed based on the data collected by the Second State Research on Nourishment, Health and Nutrition carried out in 1997. The cutoff point used in the nutritional evaluation was the limit referring to -2 score-Z, being the NCHS the reference standard. The prevalence of stunting in the state was of 16.9%. Rural areas were more affected, reaching 27.1%. Bivariate analysis showed that the low socioeconomic level of the children and their families is associated with the occurrence of stunting. The logistic regression model pointed the variables: residence location, gender, access to treated potable water, low education, and per-capita income as the main determinants in stunting. The conjunct analysis of all the factors that explain the malnutrition found among the school children studied showed that the probability of a school-aged child to present height deficit varied from 1.5 to 60.3% depending on the risk factors taken into account, therefore showing different epidemiological "scenarios." The study also concluded that in the State of Pernambuco the height deficit constitutes a public health problem especially for school children in rural areas, showing two very different epidemiologic realities between urban and rural areas.
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