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Updated: Oct 12, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Prevalence and Potential Determinants of Aggregate Anthropometric Failure among Pakistani Children: Findings from a
Oluwafemi Samson Balogun1, Atta Muhammad Asif2, Muhammad Akbar2
1Department of Northern Europe, School of Computing, University of Eastern Finland, 70211 Kuopio, Finland.
Insights
Child malnutrition in Pakistan is a significant public health issue. The composite index of anthropometric failure (CIAF) reveals over half of children under five are affected, with maternal education and socioeconomic status being key factors.
Area of Science:
- Public Health
- Pediatrics
- Nutritional Science
Background:
- Child malnutrition remains a critical public health challenge in Pakistan.
- Conventional indicators like stunting, wasting, and underweight do not capture the aggregate burden.
- There is a need for comprehensive indicators to assess overall child malnutrition.
Purpose of the Study:
- To evaluate the prevalence and trends of child malnutrition in Pakistan using the Composite Index of Anthropometric Failure (CIAF).
- To identify the influence of maternal education and socioeconomic status (SES) on child malnutrition.
- To strengthen the utility of CIAF as an outcome measure for undernutrition.
Main Methods:
- Data from the Pakistan Demographic and Health Survey 2012-2013 was analyzed.
- Chi-squared tests and multiple logistic regression identified correlates of malnutrition.
- Multiple Correspondence Analysis (MCA) was employed to validate CIAF's use.
Main Results:
- The study analyzed 3071 children under five; 52.2% exhibited anthropometric failure (CIAF).
- Children of educated mothers had significantly lower odds of malnutrition (OR=0.57).
- Malnutrition prevalence decreased with increasing socioeconomic status (SES).
Conclusions:
- Maternal education is a crucial factor in reducing child malnutrition.
- Interventions should focus on enhancing maternal education and women's autonomy.
- Improving home SES and implementing effective nutritional strategies are vital.
- CIAF is recommended for policymakers to estimate the total burden of undernutrition.
Abstract:
Malnutrition among children is an important public health problem in Pakistan. Conventional indicators (stunting, wasting and underweight) are well known. However, there is a need for aggregate indicators in this perspective. The goal of this study is to assess the prevalence and trends of malnutrition among Pakistani children under the age of five using the so-called composite index of anthropometric failure (CIAF), a tool for calculating the whole aggregate burden of malnutrition. The data were extracted from the Pakistan Demographic and Health Survey 2012-2013. Mothers' education and socioeconomic statuses (SES) were assessed as important factors in malnutrition. Chi-squared analysis was used to check the bivariate association, and multiple logistic regression was used to identify the significant correlates of child malnutrition. Moreover, multiple correspondence analysis (MCA) was applied to strengthen the use of CIAF as an outcome variable. The study looked at 3071 children under the age of five, with 52.2% of them falling into the CIAF. Children of educated mothers had 43% fewer odds of being malnourished (OR (Odd Ratio) = 0.57, 95% CI (Confidence Interval) = 0.44-0.73). Additionally, a decreasing trend in malnutrition was found with increasing SES. There is a need to improve maternal education. Such programs focusing on increasing women's autonomy in making home decisions should be established. Furthermore, long-term interventions for improving home SES and effective nutritional methods should be examined. For policymakers, the use of CIAF is suggested since it provides an estimate of the entire burden of undernutrition.
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