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Updated: May 29, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Comparing the accuracy of the three popular clinical dehydration scales in children with diarrhea
Kimberly Pringle1, Sachita P Shah, Irenee Umulisa
1Department of Emergency Medicine, Brown University Alpert Medical School, Providence, RI, USA. Kimberly.pringle@brown.edu.
Insights
Clinical dehydration scales like the WHO, Gorelick, and CDS were inaccurate for assessing dehydration in children in a low-income country. These tools require further validation for effective use in developing world settings.
Area of Science:
- Pediatrics
- Global Health
- Emergency Medicine
Background:
- Dehydration from acute gastroenteritis is a major cause of child mortality globally.
- Established clinical scales (WHO, Gorelick, CDS) aim to estimate dehydration in children.
- Previous validation of the Clinical Dehydration Scale (CDS) has not included low- and middle-income countries.
Purpose of the Study:
- To evaluate the accuracy of the World Health Organization (WHO) scale, Gorelick scale, and Clinical Dehydration Scale (CDS) in assessing dehydration in children.
- To determine if these scales are reliable when used by nurses and general physicians in a low-income country setting.
Main Methods:
- Prospective enrollment of children with diarrhea/vomiting in Rwandan hospitals.
- Comparison of clinical scale assessments against a gold standard of percent weight change during rehydration.
- Calculation of sensitivity, specificity, and likelihood ratios using Receiver Operating Characteristic (ROC) curves.
Main Results:
- The study included 49 eligible children, with a mean dehydration of 5% on arrival.
- The WHO, Gorelick, and CDS scales showed no statistically significant area under the ROC curve compared to the gold standard.
- Calculated sensitivities and specificities for moderate and severe dehydration varied across scales and dehydration levels, indicating limited accuracy.
Conclusions:
- The WHO, Gorelick, and CDS scales did not accurately assess dehydration status in children in this developing world setting.
- Findings suggest these clinical scales may not be reliable for use by general physicians and nurses in similar resource-limited environments.
- Further research and validation of dehydration assessment tools in diverse global settings are warranted.
Background:
Dehydration due to acute gastroenteritis is one of the leading causes of mortality in children worldwide. The World Health Organization (WHO) scale, the Gorelick scale, and the Clinical Dehydration Scale (CDS) were created to estimate percentage dehydration in children with gastroenteritis based on clinical signs. Of these, only the CDS has been prospectively validated against a valid gold standard, though never in low- and middle-income countries. The purpose of this study is to determine whether these clinical scales can accurately assess dehydration status in children when performed by nurses or general physicians in a low-income country.
Methods:
We prospectively enrolled a non-consecutive sample of children presenting to three Rwandan hospitals with diarrhea and/or vomiting. A health care provider documented clinical signs on arrival and weighed the patient using a standard scale. Once admitted, the patient received rehydration according to standard hospital protocol and was weighed again at hospital discharge. Receiver operating characteristic (ROC) curves were created for each of the three scales compared to the gold standard, percent weight change with rehydration. Sensitivity, specificity, and likelihood ratios were calculated based on the best cutoff points of the ROC curves.
Results:
We enrolled 73 children, and 49 children met eligibility criteria. Based on our gold standard, the children had a mean percent dehydration of 5% on arrival. The WHO scale, Gorelick scale, and CDS did not have an area under the ROC curve statistically different from the reference line. The WHO scale had sensitivities of 79% and 50% and specificities of 43% and 61% for severe and moderate dehydration, respectively; the 4- and 10-point Gorelick scale had sensitivities of 64% and 21% and specificities of 69% and 89%, respectively, for severe dehydration, while the same scales had sensitivities of 68% and 82% and specificities of 41% and 35% for moderate dehydration; the CDS had a sensitivity of 68% and specificity of 45% for moderate dehydration.
Conclusion:
In this sample of children, the WHO scale, Gorelick scale, and CDS did not provide an accurate assessment of dehydration status when used by general physicians and nurses in a developing world setting.
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