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Updated: Aug 6, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
The 2022 Pakistani references from birth to 60 months for length/height, weight and body mass index
Natasha Akbar1, Muhammad Aslam1, Jørge Holm Petersen2
1Department of Statistics, Bahauddin Zakariya University, Multan, 60800, Pakistan.
Insights
This study developed the first age- and sex-specific anthropometric growth curves for Pakistani children aged 1-60 months. The findings reveal Pakistani children
Area of Science:
- Pediatric anthropometry
- Growth monitoring
- Public health
Background:
- Accurate anthropometric reference data is crucial for assessing child growth and nutritional status.
- Existing growth charts may not accurately reflect the growth patterns of Pakistani children.
- The need for localized growth references to identify deviations from normal development.
Purpose of the Study:
- To establish age- and sex-specific anthropometric reference growth curves for Pakistani children.
- To provide reference charts for weight-for-age, length/height-for-age, and BMI-for-age.
- To serve as a baseline for future studies on child growth in Pakistan.
Main Methods:
- A cross-sectional study collected weight and height data from 60,595 Pakistani children (1-60 months).
- Growth reference charts were constructed using the Generalized Additive Model for Location, Scale and Shape (GAMLSS).
- The Box-Cox power exponential distribution was employed for data modeling.
Main Results:
- Smoothed percentile values (3rd to 97th) for weight, length/height, and BMI were generated for boys and girls.
- Median percentiles for all indicators showed an increase with age in both sexes.
- Pakistani children's median percentiles were found to be lower than WHO 2006 standards.
Conclusions:
- This study presents the first anthropometric reference growth curves for Pakistani children aged 1-60 months.
- These references are essential for accurate growth assessment and nutritional status evaluation.
- The data can serve as a baseline for monitoring secular growth trends in the Pakistani population.
Aim:
The present study aimed to develop age- and sex-specific anthropometric reference growth curves for the Pakistani children, aged 1-60 months.
Methods:
The weight and height of 60 595 children including 30 885 (50.96%) boys and 29 710 (49.04%) girls from Pakistan were collected through a cross-sectional study. Growth reference charts about weight-for-age, length/height-for-age, and body BMI-for-age were constructed for boys and girls using the generalised additive model for location, scale and shape (GAMLSS) with the Box-Cox power exponential distribution.
Results:
The 3rd, 5th, 15th, 25th, 50th, 75th, 85th, 95th and 97th smoothed percentile values with L, M and S for weight, length/height, and BMI for boys and girls from aged 1 to 60 months are presented. The median percentile for all indicators increases as the age increases in both sexes. The median percentiles of the Pakistani children are lower than the WHO 2006 standards for both sexes.
Conclusion:
This study provides the first references for the Pakistani children from 1 to 60 months. The reference values could be taken as a starting point for examining the secular change in the Pakistani population.
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