Haemoglobin Concentration Thresholds That Discriminate Functional Outcomes Among Children Aged 6–30 Months In Eight Countries: A Pooled Analysis Of Individual Participant Data
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BMJ Glob Health
Abstract
Introduction The WHO cut- offs to define anaemia among
children (haemoglobin, Hb <105 g/L in 6–23 months and
<110 g/L in 24–59 months) are based on the distribution
of Hb concentrations in a healthy population. Our objective
was to identify Hb values that best discriminate functional
outcomes among children aged 6–30 months.
1
WHAT IS ALREADY KNOWN ON THIS TOPIC
Methods We used previously compiled datasets from
an individual participant data meta- analysis of effects
of small quantity lipid- based nutrient supplements.
Participants were eligible for this pooled analysis if they
had Hb measured at 6–30 months and data on at least one
functional outcome of interest, which included physical
activity and sleep patterns, and language, socioemotional
and motor development. We stratified the datasets by
child age in 3- month intervals and analysed associations
of Hb with both concurrent and subsequently measured
(longitudinal) outcomes. If Hb significantly discriminated
the 25th, 50th or 75th percentile of the outcome based on
the pooled area under the receiver operating characteristic
curve (AUC), we identified the Hb value with the highest
concordance probability as the best discriminatory
threshold.
Results 11 datasets from 8 countries including 27 626
children were analysed. Hb significantly discriminated
21 of 47 concurrent and 11 of 32 longitudinal Hb-
outcome associations. Best Hb discriminatory
thresholds ranged from 102 to 111 g/L for concurrent
physical activity outcomes, 103–116 g/L for concurrent
developmental outcomes, and 109–117 g/L for
longitudinal developmental outcomes. The I2 for the
pooled AUC analysis indicated generally low to moderate
heterogeneity across studies.
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Research Article
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Citation
Prado EL, Larson LM, Arnold CD, et al. Haemoglobin concentration thresholds that discriminate functional outcomes among children aged 6–30 months in eight countries: a pooled analysis of individual participant data. BMJ Glob Health 2026;11:e015866. doi:10.1136/ bmjgh-2024-015866
