| Tim Starck, Caroline A Bulstra, Halidou Tinto, Toussaint Rouamba, Ali Sie, Thomas Jaenisch, Till Bärnighausen The effect of malaria on haemoglobin concentrations: a nationally representative household fixed-effects study of 17,599 children under 5 years of age in Burkina Faso (Journal Article) In: Malar. J., vol. 20, no. 1, pp. 416, 2021, ISSN: 1475-2875, (© 2021. The Author(s).
PMID: 34688294
PMCID: PMC8542337). @article{Starck2021-mb,
title = {The effect of malaria on haemoglobin concentrations: a nationally representative household fixed-effects study of 17,599 children under 5 years of age in Burkina Faso},
author = {Tim Starck and Caroline A Bulstra and Halidou Tinto and Toussaint Rouamba and Ali Sie and Thomas Jaenisch and Till B\"{a}rnighausen},
doi = {10.1186/s12936-021-03948-z},
issn = {1475-2875},
year = {2021},
date = {2021-10-23},
urldate = {2021-10-23},
journal = {Malar. J.},
volume = {20},
number = {1},
pages = {416},
publisher = {Springer Science and Business Media LLC},
abstract = {BACKGROUND: Although the association between malaria and anaemia
is widely studied in patient cohorts, the
population-representative causal effects of malaria on anaemia
remain unknown. This study estimated the malaria-induced
decrease in haemoglobin levels among young children in
malaria-endemic Burkina Faso. METHODS: The study was based on
pooled individual-level nationally representative health survey
data (2010-2011, 2014, 2017-2018) from 17 599 children under 5
years of age. This data was used to estimate the effects of
malaria on haemoglobin concentration, controlling for household
fixed-effects, age, and sex in a series of regression analyses.
The fixed-effects controlled for observed and unobserved
confounding on the household level and allowed to determine the
impact of malaria infection status on haemoglobin levels and
anaemia prevalence. Furthermore, the diagnostic results from
microscopy and rapid diagnostic tests were leveraged to provide
a quasi-longitudinal perspective of acute and prolonged effects
after malaria infection. RESULTS: The prevalence of both malaria
(survey prevalence ranging from 17.4% to 65.2%) and anaemia
(survey prevalence ranging from 74% to 88.2%) was very high in
the included surveys. Malaria was estimated to significantly
reduce haemoglobin levels, with an overall effect of - 7.5 g/dL
(95% CI - 8.5, - 6.5). Acute malaria resulted in a - 7.7 g/dL
(95% CI - 8.8, - 6.6) decrease in haemoglobin levels. Recent
malaria without current parasitaemia decreased haemoglobin
concentration by - 7.1 g/dL (95% CI - 8.3, - 5.9). The
in-sample predicted prevalence of severe anaemia was 9.4% among
malaria positives, but only 2.2% among children without
malaria. CONCLUSION: Malaria infection has a strong detrimental
effect on haemoglobin levels among young children in Burkina
Faso. This effect seems to carry over even after acute
infection, indicating prolonged haemoglobin reductions even
after successful parasite-elimination. The quasi-experimental
fixed-effect approach adds a population level perspective to
existing clinical evidence.},
note = {© 2021. The Author(s).
PMID: 34688294
PMCID: PMC8542337},
keywords = {Anaemia, Burkina Faso, Haemoglobin, Household fixed-effects, Malaria, Microscopy, Rapid diagnostic tests},
pubstate = {published},
tppubtype = {article}
}
BACKGROUND: Although the association between malaria and anaemia
is widely studied in patient cohorts, the
population-representative causal effects of malaria on anaemia
remain unknown. This study estimated the malaria-induced
decrease in haemoglobin levels among young children in
malaria-endemic Burkina Faso. METHODS: The study was based on
pooled individual-level nationally representative health survey
data (2010-2011, 2014, 2017-2018) from 17 599 children under 5
years of age. This data was used to estimate the effects of
malaria on haemoglobin concentration, controlling for household
fixed-effects, age, and sex in a series of regression analyses.
The fixed-effects controlled for observed and unobserved
confounding on the household level and allowed to determine the
impact of malaria infection status on haemoglobin levels and
anaemia prevalence. Furthermore, the diagnostic results from
microscopy and rapid diagnostic tests were leveraged to provide
a quasi-longitudinal perspective of acute and prolonged effects
after malaria infection. RESULTS: The prevalence of both malaria
(survey prevalence ranging from 17.4% to 65.2%) and anaemia
(survey prevalence ranging from 74% to 88.2%) was very high in
the included surveys. Malaria was estimated to significantly
reduce haemoglobin levels, with an overall effect of – 7.5 g/dL
(95% CI – 8.5, – 6.5). Acute malaria resulted in a – 7.7 g/dL
(95% CI – 8.8, – 6.6) decrease in haemoglobin levels. Recent
malaria without current parasitaemia decreased haemoglobin
concentration by – 7.1 g/dL (95% CI – 8.3, – 5.9). The
in-sample predicted prevalence of severe anaemia was 9.4% among
malaria positives, but only 2.2% among children without
malaria. CONCLUSION: Malaria infection has a strong detrimental
effect on haemoglobin levels among young children in Burkina
Faso. This effect seems to carry over even after acute
infection, indicating prolonged haemoglobin reductions even
after successful parasite-elimination. The quasi-experimental
fixed-effect approach adds a population level perspective to
existing clinical evidence. |