Nutritional Status of Children Under 5 by Strata
Data as of 2019Distribution of weight-for-age (WAZ), height-for-age (HAZ), and weight-for-height (WHZ) scores for children under 5 years old based on WHO standards, which are used to assess malnutrition (underweight, stunting, wasting, and obesity).
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How is this data produced?
This data is tabulated based on survey records collected via the National Health and Morbidity Survey (NHMS), which is conducted by the Ministry of Health once every 4 years. The NHMS is design to collect representative data on various healthcare outcomes, especially those which cannot be assessed through administrative hospital data. For a fuller description of the methodology, please refer to the NHMS 2019 report.
For this dataset specifically, the distributions of WAZ, HAZ and WHZ for Malaysia were calculated by comparing the weights and heights of children under 5 years old to the World Health Organization Growth Standard 2006 (WHO 2006). Following that, the prevalence of 4 key malnutrition indicators is defined as follows:
- Underweight: Weight-for-age (WAZ) less than 2 standard deviations below the median
- Stunting: Height-for-age (HAZ) less than 2 standard deviations below the median
- Wasting: Weight-for-height (WHZ) less than 2 standard deviations below the median
- Obesity: Weight-for-height (WHZ) more than 2 standard deviations above the median
What caveats I should bear in mind when using this data?
These figures are based on the 2019 NHMS. Changes due to the pandemic will only be reflected in data based on the 2023 NHMS.
Publication(s) using this data
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Metadata
Dataset description
Distribution of weight-for-age (WAZ), height-for-age (HAZ), and weight-for-height (WHZ) scores for children under 5 years old based on WHO standards, which are used to assess malnutrition (underweight, stunting, wasting, and obesity).
Variable definitions
- Date
- Strata
- Indicator
- Range
- Description
- Prevalence (%)
Name in Dataset | Variable | Definition |
|---|---|---|
date (Date) | Date | The date in YYYY-MM-DD format, with MM-DD set to 01-01 as this is annual data |
strata (Categorical) | Strata | Either nationwide ('all'), rural ('rural'), or urban ('urban') |
indicator (Categorical) | Indicator | Either weight-for-age (WAZ), height-for-age (HAZ), or weight-for-height (WHZ) |
range (String) | Range | The range for the indicator (e.g., < -2SD, -2SD to 2SD, > 2SD). |
description (String) | Description | The interpretation of the range (e.g., Underweight, Normal, Overweight). |
prevalence (Float, %) | Prevalence (%) | The proportion of the population in the range, expressed as a percentage. |
Last updated:
01 Sept 2024, 12:00
Next update:
N/A
Data source(s)
- Ministry of Health Malaysia
URLs to dataset
License
This data is made open under the Creative Commons Attribution 4.0 International License (CC BY 4.0). A copy of the license is available Here.
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Full Dataset (CSV)
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Full Dataset (Parquet)
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Code
Connect directly to the data with Python.
# If not already installed, do: pip install pandas fastparquet
import pandas as pd
URL_DATA = 'https://storage.data.gov.my/healthcare/nutrition_status_u5_strata.parquet'
df = pd.read_parquet(URL_DATA)
if 'date' in df.columns: df['date'] = pd.to_datetime(df['date'])
print(df)Sample OpenAPI query
The following code is an example of how to make an API query to retrieve the data catalogue mentioned above. You can use different programming languages by switching the code accordingly. For a complete guide on possible query parameters and syntax, please refer to the official Open API Documentation.
import requests
import pprint
url = "https://api.data.gov.my/data-catalogue?id=nutrition_children_strata&limit=3"
response_json = requests.get(url=url).json()
pprint.pprint(response_json)
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