Skip to main content
Top
Published in: Population Health Metrics 1/2021

Open Access 01-12-2021 | Research

Effect of birthweight measurement quality improvement on low birthweight prevalence in rural Ethiopia

Authors: Estifanos Baye, Firehiwot Workneh Abate, Michelle Eglovitch, Fisseha Shiferie, Ingrid E. Olson, Tigest Shifraw, Workagegnehu Tarekegn Kidane, Kalkidan Yibeltal, Sitota Tsegaye, Mulatu Melese Derebe, Sheila Isanaka, Blair J. Wylie, Rose L. Molina, Grace J. Chan, Amare Worku, Luke C. Mullany, Alemayehu Worku, Yemane Berhane, Anne C. C. Lee

Published in: Population Health Metrics | Issue 1/2021

Login to get access

Abstract

Background

Low birthweight (LBW) (< 2500 g) is a significant determinant of infant morbidity and mortality worldwide. In low-income settings, the quality of birthweight data suffers from measurement and recording errors, inconsistent data reporting systems, and missing data from non-facility births. This paper describes birthweight data quality and the prevalence of LBW before and after implementation of a birthweight quality improvement (QI) initiative in Amhara region, Ethiopia.

Methods

A comparative pre-post study was performed in selected rural health facilities located in West Gojjam and South Gondar zones. At baseline, a retrospective review of delivery records from February to May 2018 was performed in 14 health centers to collect birthweight data. A birthweight QI initiative was introduced in August 2019, which included provision of high-quality digital infant weight scales (precision 5 g), routine calibration, training in birth weighing and data recording, and routine field supervision. After the QI implementation, birthweight data were prospectively collected from late August to early September 2019, and December 2019 to June 2020. Data quality, as measured by heaping (weights at exact multiples of 500 g) and rounding to the nearest 100 g, and the prevalence of LBW were calculated before and after QI implementation.

Results

We retrospectively reviewed 1383 delivery records before the QI implementation and prospectively measured 1371 newborn weights after QI implementation. Heaping was most frequently observed at 3000 g and declined from 26% pre-initiative to 6.7% post-initiative. Heaping at 2500 g decreased from 5.4% pre-QI to 2.2% post-QI. The percentage of rounding to the nearest 100 g was reduced from 100% pre-initiative to 36.5% post-initiative. Before the QI initiative, the prevalence of recognized LBW was 2.2% (95% confidence interval [CI]: 1.5–3.1) and after the QI initiative increased to 11.7% (95% CI: 10.1–13.5).

Conclusions

A QI intervention can improve the quality of birthweight measurements, and data measurement quality may substantially affect estimates of LBW prevalence.
Appendix
Available only for authorised users
Literature
1.
go back to reference Blencowe H, Krasevec J, de Onis M, Black RE, An X, Stevens GA, Borghi E, Hayashi C, Estevez D, Cegolon L, et al. National, regional, and worldwide estimates of low birthweight in 2015, with trends from 2000: a systematic analysis. Lancet Glob Health. 2019;7:e849–60.CrossRef Blencowe H, Krasevec J, de Onis M, Black RE, An X, Stevens GA, Borghi E, Hayashi C, Estevez D, Cegolon L, et al. National, regional, and worldwide estimates of low birthweight in 2015, with trends from 2000: a systematic analysis. Lancet Glob Health. 2019;7:e849–60.CrossRef
2.
go back to reference Katz J, Lee AC, Kozuki N, Lawn JE, Cousens S, Blencowe H, Ezzati M, Bhutta ZA, Marchant T, Willey BA, et al. Mortality risk in preterm and small-for-gestational-age infants in low-income and middle-income countries: a pooled country analysis. Lancet. 2013;382:417–25.CrossRef Katz J, Lee AC, Kozuki N, Lawn JE, Cousens S, Blencowe H, Ezzati M, Bhutta ZA, Marchant T, Willey BA, et al. Mortality risk in preterm and small-for-gestational-age infants in low-income and middle-income countries: a pooled country analysis. Lancet. 2013;382:417–25.CrossRef
3.
go back to reference Zerbeto AB, Cortelo FM, Filho ÉBC. Association between gestational age and birth weight on the language development of Brazilian children: a systematic review. J Pediatr (Rio J). 2015;91:326–32.CrossRef Zerbeto AB, Cortelo FM, Filho ÉBC. Association between gestational age and birth weight on the language development of Brazilian children: a systematic review. J Pediatr (Rio J). 2015;91:326–32.CrossRef
4.
go back to reference UNICEF, WHO. Low birth weight: country, regional and global estimates. New York: UNICEF; 2004. UNICEF, WHO. Low birth weight: country, regional and global estimates. New York: UNICEF; 2004.
5.
go back to reference Hailu I, Kidane A, Kovach T, Lemma F, Sethuraman K, Sommerfelt, Elisabeth A, Teka T. A tool to support nutrition advocacy in Ethiopia: Ethiopia PROFILES 2012 estimates. Washington, DC, and Addis Ababa, Ethiopia: Food and Nutrition Technical Assistance III Project (FANTA)/FHI 360 and Federal Ministry of Health, Ethiopia; 2013. Hailu I, Kidane A, Kovach T, Lemma F, Sethuraman K, Sommerfelt, Elisabeth A, Teka T. A tool to support nutrition advocacy in Ethiopia: Ethiopia PROFILES 2012 estimates. Washington, DC, and Addis Ababa, Ethiopia: Food and Nutrition Technical Assistance III Project (FANTA)/FHI 360 and Federal Ministry of Health, Ethiopia; 2013.
6.
go back to reference Chang KT, Mullany LC, Khatry SK, LeClerq SC, Munos MK, Katz J. Validation of maternal reports for low birthweight and preterm birth indicators in rural Nepal. J Glob Health. 2018;8:010604.CrossRef Chang KT, Mullany LC, Khatry SK, LeClerq SC, Munos MK, Katz J. Validation of maternal reports for low birthweight and preterm birth indicators in rural Nepal. J Glob Health. 2018;8:010604.CrossRef
7.
go back to reference Moxon SG, Ruysen H, Kerber KJ, Amouzou A, Fournier S, Grove J, Moran AC, Vaz LME, Blencowe H, Conroy N, et al. Count every newborn; a measurement improvement roadmap for coverage data. BMC Pregnancy Childbirth. 2015;15:S8.CrossRef Moxon SG, Ruysen H, Kerber KJ, Amouzou A, Fournier S, Grove J, Moran AC, Vaz LME, Blencowe H, Conroy N, et al. Count every newborn; a measurement improvement roadmap for coverage data. BMC Pregnancy Childbirth. 2015;15:S8.CrossRef
8.
go back to reference Doherty T, Kinney M. Low birthweight: will new estimates accelerate progress? Lancet Glob Health. 2019;7:e809–10.CrossRef Doherty T, Kinney M. Low birthweight: will new estimates accelerate progress? Lancet Glob Health. 2019;7:e809–10.CrossRef
9.
go back to reference Moxon SG, Ruysen H, Kerber KJ, Amouzou A, Fournier S, Grove J, Moran AC, Vaz LM, Blencowe H, Conroy N, et al. Count every newborn; a measurement improvement roadmap for coverage data. BMC Pregnancy Childbirth. 2015;15(Suppl 2):S8.CrossRef Moxon SG, Ruysen H, Kerber KJ, Amouzou A, Fournier S, Grove J, Moran AC, Vaz LM, Blencowe H, Conroy N, et al. Count every newborn; a measurement improvement roadmap for coverage data. BMC Pregnancy Childbirth. 2015;15(Suppl 2):S8.CrossRef
10.
go back to reference Mphatswe W, Mate KS, Bennett B, Ngidi H, Reddy J, Barker PM, Rollins N. Improving public health information: a data quality intervention in KwaZulu-Natal, South Africa. Bull World Health Organ. 2012;90:176–82.CrossRef Mphatswe W, Mate KS, Bennett B, Ngidi H, Reddy J, Barker PM, Rollins N. Improving public health information: a data quality intervention in KwaZulu-Natal, South Africa. Bull World Health Organ. 2012;90:176–82.CrossRef
11.
go back to reference Wagenaar BH, Hirschhorn LR, Henley C, Gremu A, Sindano N, Chilengi R, Hingora A, Mboya D, Exavery A, Tani K, et al. Data-driven quality improvement in low-and middle-income country health systems: lessons from seven years of implementation experience across Mozambique, Rwanda, and Zambia. BMC Health Serv Res. 2017;17:830.CrossRef Wagenaar BH, Hirschhorn LR, Henley C, Gremu A, Sindano N, Chilengi R, Hingora A, Mboya D, Exavery A, Tani K, et al. Data-driven quality improvement in low-and middle-income country health systems: lessons from seven years of implementation experience across Mozambique, Rwanda, and Zambia. BMC Health Serv Res. 2017;17:830.CrossRef
12.
go back to reference Federal Ministry of Health, Maternal and Child Health Directorate. National Strategy for Newborn and Child Survival in Ethiopia: 2015/16–2019/20. Addis Ababa, Ethiopia. 2015. Federal Ministry of Health, Maternal and Child Health Directorate. National Strategy for Newborn and Child Survival in Ethiopia: 2015/16–2019/20. Addis Ababa, Ethiopia. 2015.
13.
go back to reference Ethiopian Public Health Institute (EPHI) [Ethiopia] and ICF. Ethiopia mini demographic and health survey 2019: key indicators. Rockville, MD: EPHI and ICF; 2019. Ethiopian Public Health Institute (EPHI) [Ethiopia] and ICF. Ethiopia mini demographic and health survey 2019: key indicators. Rockville, MD: EPHI and ICF; 2019.
14.
go back to reference Central statistical agency of Ethiopia and ICF. Ethiopia demographic and health survey 2016. Addis Ababa: CSA and ICF; 2016. Central statistical agency of Ethiopia and ICF. Ethiopia demographic and health survey 2016. Addis Ababa: CSA and ICF; 2016.
15.
go back to reference Villar J, Cheikh Ismail L, Victora CG, Ohuma EO, Bertino E, Altman DG, Lambert A, Papageorghiou AT, Carvalho M, Jaffer YA, et al. International standards for newborn weight, length, and head circumference by gestational age and sex: the Newborn Cross-Sectional Study of the INTERGROWTH-21st Project. Lancet. 2014;384:857–68.CrossRef Villar J, Cheikh Ismail L, Victora CG, Ohuma EO, Bertino E, Altman DG, Lambert A, Papageorghiou AT, Carvalho M, Jaffer YA, et al. International standards for newborn weight, length, and head circumference by gestational age and sex: the Newborn Cross-Sectional Study of the INTERGROWTH-21st Project. Lancet. 2014;384:857–68.CrossRef
16.
go back to reference Day LT, Gore-Langton GR, Rahman AE, Basnet O, Shabani J, Tahsina T, Poudel A, Shirima K, Ameen S, Ashish KC, et al. Labour and delivery ward register data availability, quality, and utility—Every Newborn-birth indicators research tracking in hospitals (EN-BIRTH) study baseline analysis in three countries. BMC Health Serv Res. 2020;20:737.CrossRef Day LT, Gore-Langton GR, Rahman AE, Basnet O, Shabani J, Tahsina T, Poudel A, Shirima K, Ameen S, Ashish KC, et al. Labour and delivery ward register data availability, quality, and utility—Every Newborn-birth indicators research tracking in hospitals (EN-BIRTH) study baseline analysis in three countries. BMC Health Serv Res. 2020;20:737.CrossRef
17.
go back to reference Mullany LC, Darmstadt GL, Katz J, Khatry SK, Tielsch JM. Effect of instrument precision on estimation of low birth weight prevalence. J Perinatol. 2005;25:11–3.CrossRef Mullany LC, Darmstadt GL, Katz J, Khatry SK, Tielsch JM. Effect of instrument precision on estimation of low birth weight prevalence. J Perinatol. 2005;25:11–3.CrossRef
18.
go back to reference Blanc AK, Wardlaw T. Monitoring low birth weight: an evaluation of international estimates and an updated estimation procedure. Bull World Health Organ. 2005;83:178–85.PubMedPubMedCentral Blanc AK, Wardlaw T. Monitoring low birth weight: an evaluation of international estimates and an updated estimation procedure. Bull World Health Organ. 2005;83:178–85.PubMedPubMedCentral
19.
go back to reference Channon AA, Padmadas SS, McDonald JW. Measuring birth weight in developing countries: does the method of reporting in retrospective surveys matter? Matern Child Health J. 2011;15:12–8.CrossRef Channon AA, Padmadas SS, McDonald JW. Measuring birth weight in developing countries: does the method of reporting in retrospective surveys matter? Matern Child Health J. 2011;15:12–8.CrossRef
20.
go back to reference Rekha C, Whelan RM, Reddy P, Reddy PS. Evaluation of adjustment methods used to determine prevalence of low birth-weight babies at a rural hospital in Andhra Pradesh. India Indian J Public Health. 2013;57:177–80.CrossRef Rekha C, Whelan RM, Reddy P, Reddy PS. Evaluation of adjustment methods used to determine prevalence of low birth-weight babies at a rural hospital in Andhra Pradesh. India Indian J Public Health. 2013;57:177–80.CrossRef
21.
go back to reference Endalamaw A, Engeda EH, Ekubagewargies DT, Belay GM, Tefera MA. Low birth weight and its associated factors in Ethiopia: a systematic review and meta-analysis. Ital J Pediatr. 2018;44:141.CrossRef Endalamaw A, Engeda EH, Ekubagewargies DT, Belay GM, Tefera MA. Low birth weight and its associated factors in Ethiopia: a systematic review and meta-analysis. Ital J Pediatr. 2018;44:141.CrossRef
22.
go back to reference Talie A, Taddele M, Alemayehu M. Magnitude of low birth weight and associated factors among newborns delivered in Dangla Primary Hospital, Amhara Regional State, Northwest Ethiopia, 2017. J Pregnancy. 2019;2019:3587239.CrossRef Talie A, Taddele M, Alemayehu M. Magnitude of low birth weight and associated factors among newborns delivered in Dangla Primary Hospital, Amhara Regional State, Northwest Ethiopia, 2017. J Pregnancy. 2019;2019:3587239.CrossRef
23.
go back to reference Mekie M, Taklual W. Magnitude of low birth weight and maternal risk factors among women who delivered in Debre Tabor Hospital, Amhara Region, Ethiopia: a facility based cross-sectional study. Ital J Pediatr. 2019;45:86.CrossRef Mekie M, Taklual W. Magnitude of low birth weight and maternal risk factors among women who delivered in Debre Tabor Hospital, Amhara Region, Ethiopia: a facility based cross-sectional study. Ital J Pediatr. 2019;45:86.CrossRef
24.
go back to reference Kong S, Day LT, Zaman SB, Peven K, Salim N, Sunny AK, Shamba D, Rahman QS-u, Ashish KC, Ruysen H, et al. Birthweight: EN-BIRTH multi-country validation study. BMC Pregnancy Childbirth. 2021;21:240.CrossRef Kong S, Day LT, Zaman SB, Peven K, Salim N, Sunny AK, Shamba D, Rahman QS-u, Ashish KC, Ruysen H, et al. Birthweight: EN-BIRTH multi-country validation study. BMC Pregnancy Childbirth. 2021;21:240.CrossRef
Metadata
Title
Effect of birthweight measurement quality improvement on low birthweight prevalence in rural Ethiopia
Authors
Estifanos Baye
Firehiwot Workneh Abate
Michelle Eglovitch
Fisseha Shiferie
Ingrid E. Olson
Tigest Shifraw
Workagegnehu Tarekegn Kidane
Kalkidan Yibeltal
Sitota Tsegaye
Mulatu Melese Derebe
Sheila Isanaka
Blair J. Wylie
Rose L. Molina
Grace J. Chan
Amare Worku
Luke C. Mullany
Alemayehu Worku
Yemane Berhane
Anne C. C. Lee
Publication date
01-12-2021
Publisher
BioMed Central
Published in
Population Health Metrics / Issue 1/2021
Electronic ISSN: 1478-7954
DOI
https://doi.org/10.1186/s12963-021-00265-0

Other articles of this Issue 1/2021

Population Health Metrics 1/2021 Go to the issue