National, regional, and worldwide estimates of low birthweight in 2015, with trends from 2000: a systematic analysis

Hannah Blencowe, Julia Krasevec, Mercedes de Onis, Robert E Black, Xiaoyi An, Gretchen A. Stevens, Elaine Borghi, Chika Hayashi, Diana Estevez, Luca Cegolon, Suhail Shiekh, Victoria Ponce Hardy, Joy E. Lawn, Simon Cousens

Research output: Contribution to journalArticle

Abstract

Background: Low birthweight (LBW) of less than 2500 g is an important marker of maternal and fetal health, predicting mortality, stunting, and adult-onset chronic conditions. Global nutrition targets set at the World Health Assembly in 2012 include an ambitious 30% reduction in LBW prevalence between 2012 and 2025. Estimates to track progress towards this target are lacking; with this analysis, we aim to assist in setting a baseline against which to assess progress towards the achievement of the World Health Assembly targets. Methods: We sought to identify all available LBW input data for livebirths for the years 2000–16. We considered population-based national or nationally representative datasets for inclusion if they contained information on birthweight or LBW prevalence for livebirths. A new method for survey adjustment was developed and used. For 57 countries with higher quality time-series data, we smoothed country-reported trends in birthweight data by use of B-spline regression. For all other countries, we estimated LBW prevalence and trends by use of a restricted maximum likelihood approach with country-level random effects. Uncertainty ranges were obtained through bootstrapping. Results were summed at the regional and worldwide level. Findings: We collated 1447 country-years of birthweight data (281 million births) for 148 countries of 195 UN member states (47 countries had no data meeting inclusion criteria). The estimated worldwide LBW prevalence in 2015 was 14·6% (uncertainty range [UR] 12·4–17·1) compared with 17·5% (14·1–21·3) in 2000 (average annual reduction rate [AARR] 1·23%). In 2015, an estimated 20·5 million (UR 17·4–24·0 million) livebirths were LBW, 91% from low-and-middle income countries, mainly southern Asia (48%) and sub-Saharan Africa (24%). Interpretation: Although these estimates suggest some progress in reducing LBW between 2000 and 2015, achieving the 2·74% AARR required between 2012 and 2025 to meet the global nutrition target will require more than doubling progress, involving both improved measurement and programme investments to address the causes of LBW throughout the lifecycle. Funding: Bill & Melinda Gates Foundation, The Children's Investment Fund Foundation, United Nations Children's Fund (UNICEF), and WHO.

Original languageEnglish (US)
Pages (from-to)e849-e860
JournalThe Lancet Global Health
Volume7
Issue number7
DOIs
StatePublished - Jul 1 2019

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Uncertainty
United Nations
Growth Disorders
Social Adjustment
Africa South of the Sahara
Parturition
Mortality
Population
Global Health
Datasets
Surveys and Questionnaires
Maternal Health

ASJC Scopus subject areas

  • Medicine(all)

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National, regional, and worldwide estimates of low birthweight in 2015, with trends from 2000 : a systematic analysis. / Blencowe, Hannah; Krasevec, Julia; de Onis, Mercedes; Black, Robert E; An, Xiaoyi; Stevens, Gretchen A.; Borghi, Elaine; Hayashi, Chika; Estevez, Diana; Cegolon, Luca; Shiekh, Suhail; Ponce Hardy, Victoria; Lawn, Joy E.; Cousens, Simon.

In: The Lancet Global Health, Vol. 7, No. 7, 01.07.2019, p. e849-e860.

Research output: Contribution to journalArticle

Blencowe, H, Krasevec, J, de Onis, M, Black, RE, An, X, Stevens, GA, Borghi, E, Hayashi, C, Estevez, D, Cegolon, L, Shiekh, S, Ponce Hardy, V, Lawn, JE & Cousens, S 2019, 'National, regional, and worldwide estimates of low birthweight in 2015, with trends from 2000: a systematic analysis', The Lancet Global Health, vol. 7, no. 7, pp. e849-e860. https://doi.org/10.1016/S2214-109X(18)30565-5
Blencowe, Hannah ; Krasevec, Julia ; de Onis, Mercedes ; Black, Robert E ; An, Xiaoyi ; Stevens, Gretchen A. ; Borghi, Elaine ; Hayashi, Chika ; Estevez, Diana ; Cegolon, Luca ; Shiekh, Suhail ; Ponce Hardy, Victoria ; Lawn, Joy E. ; Cousens, Simon. / National, regional, and worldwide estimates of low birthweight in 2015, with trends from 2000 : a systematic analysis. In: The Lancet Global Health. 2019 ; Vol. 7, No. 7. pp. e849-e860.
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title = "National, regional, and worldwide estimates of low birthweight in 2015, with trends from 2000: a systematic analysis",
abstract = "Background: Low birthweight (LBW) of less than 2500 g is an important marker of maternal and fetal health, predicting mortality, stunting, and adult-onset chronic conditions. Global nutrition targets set at the World Health Assembly in 2012 include an ambitious 30{\%} reduction in LBW prevalence between 2012 and 2025. Estimates to track progress towards this target are lacking; with this analysis, we aim to assist in setting a baseline against which to assess progress towards the achievement of the World Health Assembly targets. Methods: We sought to identify all available LBW input data for livebirths for the years 2000–16. We considered population-based national or nationally representative datasets for inclusion if they contained information on birthweight or LBW prevalence for livebirths. A new method for survey adjustment was developed and used. For 57 countries with higher quality time-series data, we smoothed country-reported trends in birthweight data by use of B-spline regression. For all other countries, we estimated LBW prevalence and trends by use of a restricted maximum likelihood approach with country-level random effects. Uncertainty ranges were obtained through bootstrapping. Results were summed at the regional and worldwide level. Findings: We collated 1447 country-years of birthweight data (281 million births) for 148 countries of 195 UN member states (47 countries had no data meeting inclusion criteria). The estimated worldwide LBW prevalence in 2015 was 14·6{\%} (uncertainty range [UR] 12·4–17·1) compared with 17·5{\%} (14·1–21·3) in 2000 (average annual reduction rate [AARR] 1·23{\%}). In 2015, an estimated 20·5 million (UR 17·4–24·0 million) livebirths were LBW, 91{\%} from low-and-middle income countries, mainly southern Asia (48{\%}) and sub-Saharan Africa (24{\%}). Interpretation: Although these estimates suggest some progress in reducing LBW between 2000 and 2015, achieving the 2·74{\%} AARR required between 2012 and 2025 to meet the global nutrition target will require more than doubling progress, involving both improved measurement and programme investments to address the causes of LBW throughout the lifecycle. Funding: Bill & Melinda Gates Foundation, The Children's Investment Fund Foundation, United Nations Children's Fund (UNICEF), and WHO.",
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T2 - a systematic analysis

AU - Blencowe, Hannah

AU - Krasevec, Julia

AU - de Onis, Mercedes

AU - Black, Robert E

AU - An, Xiaoyi

AU - Stevens, Gretchen A.

AU - Borghi, Elaine

AU - Hayashi, Chika

AU - Estevez, Diana

AU - Cegolon, Luca

AU - Shiekh, Suhail

AU - Ponce Hardy, Victoria

AU - Lawn, Joy E.

AU - Cousens, Simon

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N2 - Background: Low birthweight (LBW) of less than 2500 g is an important marker of maternal and fetal health, predicting mortality, stunting, and adult-onset chronic conditions. Global nutrition targets set at the World Health Assembly in 2012 include an ambitious 30% reduction in LBW prevalence between 2012 and 2025. Estimates to track progress towards this target are lacking; with this analysis, we aim to assist in setting a baseline against which to assess progress towards the achievement of the World Health Assembly targets. Methods: We sought to identify all available LBW input data for livebirths for the years 2000–16. We considered population-based national or nationally representative datasets for inclusion if they contained information on birthweight or LBW prevalence for livebirths. A new method for survey adjustment was developed and used. For 57 countries with higher quality time-series data, we smoothed country-reported trends in birthweight data by use of B-spline regression. For all other countries, we estimated LBW prevalence and trends by use of a restricted maximum likelihood approach with country-level random effects. Uncertainty ranges were obtained through bootstrapping. Results were summed at the regional and worldwide level. Findings: We collated 1447 country-years of birthweight data (281 million births) for 148 countries of 195 UN member states (47 countries had no data meeting inclusion criteria). The estimated worldwide LBW prevalence in 2015 was 14·6% (uncertainty range [UR] 12·4–17·1) compared with 17·5% (14·1–21·3) in 2000 (average annual reduction rate [AARR] 1·23%). In 2015, an estimated 20·5 million (UR 17·4–24·0 million) livebirths were LBW, 91% from low-and-middle income countries, mainly southern Asia (48%) and sub-Saharan Africa (24%). Interpretation: Although these estimates suggest some progress in reducing LBW between 2000 and 2015, achieving the 2·74% AARR required between 2012 and 2025 to meet the global nutrition target will require more than doubling progress, involving both improved measurement and programme investments to address the causes of LBW throughout the lifecycle. Funding: Bill & Melinda Gates Foundation, The Children's Investment Fund Foundation, United Nations Children's Fund (UNICEF), and WHO.

AB - Background: Low birthweight (LBW) of less than 2500 g is an important marker of maternal and fetal health, predicting mortality, stunting, and adult-onset chronic conditions. Global nutrition targets set at the World Health Assembly in 2012 include an ambitious 30% reduction in LBW prevalence between 2012 and 2025. Estimates to track progress towards this target are lacking; with this analysis, we aim to assist in setting a baseline against which to assess progress towards the achievement of the World Health Assembly targets. Methods: We sought to identify all available LBW input data for livebirths for the years 2000–16. We considered population-based national or nationally representative datasets for inclusion if they contained information on birthweight or LBW prevalence for livebirths. A new method for survey adjustment was developed and used. For 57 countries with higher quality time-series data, we smoothed country-reported trends in birthweight data by use of B-spline regression. For all other countries, we estimated LBW prevalence and trends by use of a restricted maximum likelihood approach with country-level random effects. Uncertainty ranges were obtained through bootstrapping. Results were summed at the regional and worldwide level. Findings: We collated 1447 country-years of birthweight data (281 million births) for 148 countries of 195 UN member states (47 countries had no data meeting inclusion criteria). The estimated worldwide LBW prevalence in 2015 was 14·6% (uncertainty range [UR] 12·4–17·1) compared with 17·5% (14·1–21·3) in 2000 (average annual reduction rate [AARR] 1·23%). In 2015, an estimated 20·5 million (UR 17·4–24·0 million) livebirths were LBW, 91% from low-and-middle income countries, mainly southern Asia (48%) and sub-Saharan Africa (24%). Interpretation: Although these estimates suggest some progress in reducing LBW between 2000 and 2015, achieving the 2·74% AARR required between 2012 and 2025 to meet the global nutrition target will require more than doubling progress, involving both improved measurement and programme investments to address the causes of LBW throughout the lifecycle. Funding: Bill & Melinda Gates Foundation, The Children's Investment Fund Foundation, United Nations Children's Fund (UNICEF), and WHO.

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