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Updated: Jan 11, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Impact of anthropometric measurements variability on nutritional status classification in a pediatric quality
Desiree Sierra Velez1, Andrea Quintero1, Sabrina Persaud2
1Center for Nutrition, Division of Gastroenterology, Hepatology & Nutrition, Boston Children's Hospital Boston Massachusetts USA.
Insights
A quality improvement project increased repeat body mass index (BMI) measurements for hospitalized children, more frequently impacting nutritional status classification. However, repeat weight documentation decreased post-initiative.
Area of Science:
- Pediatric Nutrition
- Quality Improvement in Healthcare
- Anthropometric Measurement Accuracy
Background:
- Inaccurate anthropometric measurements can significantly affect the assessment of nutritional status in pediatric patients.
- Standardized anthropometric data collection is crucial for accurate health assessments in hospitalized children.
Purpose of the Study:
- To evaluate the impact of a quality improvement (QI) project on the accuracy and frequency of anthropometric measurements in hospitalized pediatric patients.
- To quantify changes in repeat anthropometric measurements and their effect on nutritional status classification post-QI implementation.
Main Methods:
- A comparative analysis of inpatient encounters from January-April 2016 (pre-QI) and January-April 2019 (post-QI) for patients aged 2-18 years.
- Quantified the frequency of repeat anthropometrics (weight, height, BMI) within 26 hours post-admission and reviewed extreme Z-scores for measurement errors.
- Utilized Body Mass Index (BMI) Z-score for nutritional status classification and assessed changes in classification accuracy.
Main Results:
- The frequency of repeat weight measurements decreased post-QI (97.7% to 83.0%), while repeat BMI measurements significantly increased (17.9% to 53.6%).
- Repeat measurements were more likely to influence nutritional status classification post-QI (8.9% vs. 2.4%).
- Errors contributing to extreme anthropometric Z-scores were rare, indicating overall reliable measurements.
Conclusions:
- The QI project led to increased repeat BMI measurements but a decrease in repeat weight documentation among hospitalized pediatric patients.
- The enhanced frequency of repeat measurements, particularly BMI, had a greater impact on nutritional status classification post-QI implementation.
Objectives:
Inaccurate recording of anthropometrics can compromise nutritional status assessment. Boston Children's Hospital implemented a quality improvement (QI) project which increased anthropometric measurements for hospitalized pediatric patients, and this analysis quantifies its impact on estimated measurement accuracy.
Methods:
From January to April 2016 (pre-QI project) and January to April 2019 (post-QI project), all inpatient encounters with age 2-18 years and at least one anthropometric measurement within 26 h of admission were included. Frequency of repeat anthropometrics within 26 h postadmission was quantified. Body mass index (BMI) Z-score was used to classify nutritional status. Chart review was performed for any hospitalization with an extreme anthropometric Z-score >6 or <-6, or difference in Z-score between repeated measurements >1 or <-1. Extremes were deemed errors when discordant with growth trends.
Results:
Among inpatient encounters in 2016 with at least one weight, repeat weights were obtained in 97.7% (724/742), declining to 83.0% (802/966) in 2019 (p < 0.001). Frequency of repeat heights did not differ (153/520 [29.4%] in 2016 and 236/857 [27.5%] in 2019, p = 0.48), while frequency of repeat BMI increased following the QI project (84/468 [17.9%] vs. 449/837 [53.6%], p < 0.0001). Repeat BMI was more likely to affect nutritional status classification post-QI (8.9%) compared to pre-QI (2.4%) project (p = 0.04). Errors contributing to extreme first measurements were rare (≤0.23% of weight and BMI, and ≤1.2% of height).
Conclusions:
Higher frequency of repeat BMI and lower frequency of repeat weight documentation was observed post-QI project. Repeat measurements were more likely to impact nutritional status classification with this initiative.
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