Skip to main content
Top
Published in: Population Health Metrics 1/2011

Open Access 01-12-2011 | Research

Trends in causes of death among children under 5 in Bangladesh, 1993-2004: an exercise applying a standardized computer algorithm to assign causes of death using verbal autopsy data

Authors: Li Liu, Qingfeng Li, Rose A Lee, Ingrid K Friberg, Jamie Perin, Neff Walker, Robert E Black

Published in: Population Health Metrics | Issue 1/2011

Login to get access

Abstract

Background

Trends in the causes of child mortality serve as important global health information to guide efforts to improve child survival. With child mortality declining in Bangladesh, the distribution of causes of death also changes. The three verbal autopsy (VA) studies conducted with the Bangladesh Demographic and Health Surveys provide a unique opportunity to study these changes in child causes of death.

Methods

To ensure comparability of these trends, we developed a standardized algorithm to assign causes of death using symptoms collected through the VA studies. The original algorithms applied were systematically reviewed and key differences in cause categorization, hierarchy, case definition, and the amount of data collected were compared to inform the development of the standardized algorithm. Based primarily on the 2004 cause categorization and hierarchy, the standardized algorithm guarantees comparability of the trends by only including symptom data commonly available across all three studies.

Results

Between 1993 and 2004, pneumonia remained the leading cause of death in Bangladesh, contributing to 24% to 33% of deaths among children under 5. The proportion of neonatal mortality increased significantly from 36% (uncertainty range [UR]: 31%-41%) to 56% (49%-62%) during the same period. The cause-specific mortality fractions due to birth asphyxia/birth injury and prematurity/low birth weight (LBW) increased steadily, with both rising from 3% (2%-5%) to 13% (10%-17%) and 10% (7%-15%), respectively. The cause-specific mortality rates decreased significantly due to neonatal tetanus and several postneonatal causes (tetanus: from 7 [4-11] to 2 [0.4-4] per 1,000 live births (LB); pneumonia: from 26 [20-33] to 15 [11-20] per 1,000 LB; diarrhea: from 12 [8-17] to 4 [2-7] per 1,000 LB; measles: from 5 [2-8] to 0.2 [0-0.7] per 1,000 LB; injury: from 11 [7-17] to 3 [1-5] per 1,000 LB; and malnutrition: from 9 [6-13] to 5 [2-7]).

Conclusions

Pneumonia remained the top killer of children under 5 in Bangladesh between 1993 and 2004. The increasing importance of neonatal survival is highlighted by the growing contribution of neonatal deaths and several neonatal causes. Notwithstanding the limitations, standardized computer-based algorithms remain a promising tool to generate comparable causes of child death using VA data.
Appendix
Available only for authorised users
Literature
1.
go back to reference Black RE, Cousens S, Johnson H, Lawn JE, Rudan I, Bassani DG, Jha P, Campbell H, Walker CF, Cibulskis R, et al.: Global, Regional and National Causes of Child Mortality, 2008. Lancet 2010, 375: 1969-87. 10.1016/S0140-6736(10)60549-1CrossRefPubMed Black RE, Cousens S, Johnson H, Lawn JE, Rudan I, Bassani DG, Jha P, Campbell H, Walker CF, Cibulskis R, et al.: Global, Regional and National Causes of Child Mortality, 2008. Lancet 2010, 375: 1969-87. 10.1016/S0140-6736(10)60549-1CrossRefPubMed
2.
go back to reference Johnson H, Liu L, Walker CF, Black RE: Estimating the distribution of causes of child deaths in high mortality countries with incomplete death certification. Int J Epidemiol 2010, 39: 1103-1114. 10.1093/ije/dyq074CrossRefPubMed Johnson H, Liu L, Walker CF, Black RE: Estimating the distribution of causes of child deaths in high mortality countries with incomplete death certification. Int J Epidemiol 2010, 39: 1103-1114. 10.1093/ije/dyq074CrossRefPubMed
3.
go back to reference Rajaratnam JK, Marcus JR, Flaxman AD, Wang H, Levin-Rector A, Dwyer L, Costa M, Lopez AD, Murray CJ: Neonatal, postneonatal, childhood, and under-5 mortality for 187 countries, 1970-2010: a systematic analysis of progress towards Millennium Development Goal 4. Lancet 2010, 375: 1988-2008. 10.1016/S0140-6736(10)60703-9CrossRefPubMed Rajaratnam JK, Marcus JR, Flaxman AD, Wang H, Levin-Rector A, Dwyer L, Costa M, Lopez AD, Murray CJ: Neonatal, postneonatal, childhood, and under-5 mortality for 187 countries, 1970-2010: a systematic analysis of progress towards Millennium Development Goal 4. Lancet 2010, 375: 1988-2008. 10.1016/S0140-6736(10)60703-9CrossRefPubMed
4.
go back to reference You D, Jones G, Hill K, Wardlaw T, Chopra M: Levels and trends in child mortality, 1990-2009. Lancet 2010, 376: 931-933. 10.1016/S0140-6736(10)61429-8CrossRefPubMed You D, Jones G, Hill K, Wardlaw T, Chopra M: Levels and trends in child mortality, 1990-2009. Lancet 2010, 376: 931-933. 10.1016/S0140-6736(10)61429-8CrossRefPubMed
5.
go back to reference Bryce J, Boschi-Pinto C, Shibuya K, Black RE: WHO estimates of the causes of death in children. Lancet 2005, 365: 1147-1152. 10.1016/S0140-6736(05)71877-8CrossRefPubMed Bryce J, Boschi-Pinto C, Shibuya K, Black RE: WHO estimates of the causes of death in children. Lancet 2005, 365: 1147-1152. 10.1016/S0140-6736(05)71877-8CrossRefPubMed
6.
go back to reference Baqui AH, Sabir AA, Begum N, Arifeen SE, Mitra SN, Black RE: Causes of childhood deaths in Bangladesh: an update. Acta Paediatr 2001, 90: 682-690.CrossRefPubMed Baqui AH, Sabir AA, Begum N, Arifeen SE, Mitra SN, Black RE: Causes of childhood deaths in Bangladesh: an update. Acta Paediatr 2001, 90: 682-690.CrossRefPubMed
7.
go back to reference National Institute of Population Research and Training (NIPORT), Mitra and Associates, ORC Macro: Bangladesh Demographic and Health Survey 2004. Dhaka, Bangladesh and Calverton, Maryland [USA]: National Institute of Population Research and Training (NIPORT), Mitra and Associates, and ORC Macro; 2005. National Institute of Population Research and Training (NIPORT), Mitra and Associates, ORC Macro: Bangladesh Demographic and Health Survey 2004. Dhaka, Bangladesh and Calverton, Maryland [USA]: National Institute of Population Research and Training (NIPORT), Mitra and Associates, and ORC Macro; 2005.
8.
go back to reference Baqui AH, Black RE, Arifeen SE, Hill K, Mitra SN, al SA: Causes of childhood deaths in Bangladesh: results of a nationwide verbal autopsy study. Bull World Health Organ 1998, 76: 161-171.PubMedPubMedCentral Baqui AH, Black RE, Arifeen SE, Hill K, Mitra SN, al SA: Causes of childhood deaths in Bangladesh: results of a nationwide verbal autopsy study. Bull World Health Organ 1998, 76: 161-171.PubMedPubMedCentral
9.
go back to reference Fottrell E, Byass P: Verbal autopsy: methods in transition. Epidemiol Rev 2010, 32: 38-55. 10.1093/epirev/mxq003CrossRefPubMed Fottrell E, Byass P: Verbal autopsy: methods in transition. Epidemiol Rev 2010, 32: 38-55. 10.1093/epirev/mxq003CrossRefPubMed
10.
go back to reference Anker M, Black RE, Coldham C, Kalter H, Quigley MA, Ross D, Snow RW: A Standard Verbal Autopsy Method for Investigating Causes of Death in Infants and Children. Geneva, Switzerland: WHO; 1999. Anker M, Black RE, Coldham C, Kalter H, Quigley MA, Ross D, Snow RW: A Standard Verbal Autopsy Method for Investigating Causes of Death in Infants and Children. Geneva, Switzerland: WHO; 1999.
11.
go back to reference Mitra SN, Ali MN, Islam S, Cross AR, Saha T: Bangladesh Demographic and Health Survey 1993-1994. Calverton, Maryland: National Institute of Population Research and Trainning (NIPORT), Mitra and Associates, and Macro International Inc.; 1994. Mitra SN, Ali MN, Islam S, Cross AR, Saha T: Bangladesh Demographic and Health Survey 1993-1994. Calverton, Maryland: National Institute of Population Research and Trainning (NIPORT), Mitra and Associates, and Macro International Inc.; 1994.
12.
go back to reference Mitra SN, Al-Sabir A, Cross AR, Jamil K: Bangladesh Demographic and Health Survey, 1996-1997. Dhaka and Calverton, Maryland: National Institute of Population Research and Training (NIPORT), Mitra and Associates, and Macro International Inc.; 1997. Mitra SN, Al-Sabir A, Cross AR, Jamil K: Bangladesh Demographic and Health Survey, 1996-1997. Dhaka and Calverton, Maryland: National Institute of Population Research and Training (NIPORT), Mitra and Associates, and Macro International Inc.; 1997.
13.
go back to reference StataCorp: Stata Statistical Software: Release 10. College Station, TX: StataCorp LP; 2007. StataCorp: Stata Statistical Software: Release 10. College Station, TX: StataCorp LP; 2007.
14.
go back to reference R Development Core Team: R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2009. R Development Core Team: R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2009.
15.
go back to reference Lawn JE, Wilczynska-Ketende K, Cousens SN: Estimating the causes of 4 million neonatal deaths in the year 2000. Int J Epidemiol 2006, 35: 706-718. 10.1093/ije/dyl043CrossRefPubMed Lawn JE, Wilczynska-Ketende K, Cousens SN: Estimating the causes of 4 million neonatal deaths in the year 2000. Int J Epidemiol 2006, 35: 706-718. 10.1093/ije/dyl043CrossRefPubMed
16.
go back to reference Rao JNK, Wu CFJ: Resampling inference with complex survey data. Journal of the American Statistical Association 1988, 83: 231-241. 10.2307/2288945CrossRef Rao JNK, Wu CFJ: Resampling inference with complex survey data. Journal of the American Statistical Association 1988, 83: 231-241. 10.2307/2288945CrossRef
17.
go back to reference Anker M: The effect of misclassification error on reported cause-specific mortality fractions from verbal autopsy. Int J Epidemiol 1997, 26: 1090-1096. 10.1093/ije/26.5.1090CrossRefPubMed Anker M: The effect of misclassification error on reported cause-specific mortality fractions from verbal autopsy. Int J Epidemiol 1997, 26: 1090-1096. 10.1093/ije/26.5.1090CrossRefPubMed
18.
go back to reference Black RE, Allen LH, Bhutta ZA, Caulfield LE, de OM, Ezzati M, Mathers C, Rivera J: Maternal and child undernutrition: global and regional exposures and health consequences. Lancet 2008, 371: 243-260. 10.1016/S0140-6736(07)61690-0CrossRefPubMed Black RE, Allen LH, Bhutta ZA, Caulfield LE, de OM, Ezzati M, Mathers C, Rivera J: Maternal and child undernutrition: global and regional exposures and health consequences. Lancet 2008, 371: 243-260. 10.1016/S0140-6736(07)61690-0CrossRefPubMed
19.
go back to reference Kalter HD, Hossain M, Burnham G, Khan NZ, Saha SK, Ali MA, Black RE: Validation of caregiver interviews to diagnose common causes of severe neonatal illness. Paediatr Perinat Epidemiol 1999, 13: 99-113. 10.1046/j.1365-3016.1999.00151.xCrossRefPubMed Kalter HD, Hossain M, Burnham G, Khan NZ, Saha SK, Ali MA, Black RE: Validation of caregiver interviews to diagnose common causes of severe neonatal illness. Paediatr Perinat Epidemiol 1999, 13: 99-113. 10.1046/j.1365-3016.1999.00151.xCrossRefPubMed
20.
go back to reference Ministry of Health and Population (MOHP) [Nepal], New ERA, Macro International Inc.: Nepal Demographic and Health Survey 2006. Kathmandu, Nepal: Ministry of Health and Population, New ERA, and Macro International Inc.; 2007. Ministry of Health and Population (MOHP) [Nepal], New ERA, Macro International Inc.: Nepal Demographic and Health Survey 2006. Kathmandu, Nepal: Ministry of Health and Population, New ERA, and Macro International Inc.; 2007.
21.
go back to reference Chandramohan D, Maude GH, Rodrigues LC, Hayes RJ: Verbal autopsies for adult deaths: their development and validation in a multicentre study. Trop Med Int Health 1998, 3: 436-446. 10.1046/j.1365-3156.1998.00255.xCrossRefPubMed Chandramohan D, Maude GH, Rodrigues LC, Hayes RJ: Verbal autopsies for adult deaths: their development and validation in a multicentre study. Trop Med Int Health 1998, 3: 436-446. 10.1046/j.1365-3156.1998.00255.xCrossRefPubMed
22.
go back to reference Thatte N, Kalter HD, Baqui AH, Williams EM, Darmstadt GL: Ascertaining causes of neonatal deaths using verbal autopsy: current methods and challenges. J Perinatol 2009, 29: 187-194. 10.1038/jp.2008.138CrossRefPubMed Thatte N, Kalter HD, Baqui AH, Williams EM, Darmstadt GL: Ascertaining causes of neonatal deaths using verbal autopsy: current methods and challenges. J Perinatol 2009, 29: 187-194. 10.1038/jp.2008.138CrossRefPubMed
23.
go back to reference Adjuik M, Smith T, Clark S, Todd J, Garrib A, Kinfu Y, Kahn K, Mola M, Ashraf A, Masanja H, et al.: Cause-specific mortality rates in sub-Saharan Africa and Bangladesh. Bull World Health Organ 2006, 84: 181-188. 10.2471/BLT.05.026492CrossRefPubMedPubMedCentral Adjuik M, Smith T, Clark S, Todd J, Garrib A, Kinfu Y, Kahn K, Mola M, Ashraf A, Masanja H, et al.: Cause-specific mortality rates in sub-Saharan Africa and Bangladesh. Bull World Health Organ 2006, 84: 181-188. 10.2471/BLT.05.026492CrossRefPubMedPubMedCentral
24.
go back to reference WHO: Verbal Autopsy Standards: Ascertaining and Attributing Causes of Death. Geneva, Switzerland: World Health Organization; 2007. WHO: Verbal Autopsy Standards: Ascertaining and Attributing Causes of Death. Geneva, Switzerland: World Health Organization; 2007.
25.
go back to reference Steinglass R, Cherian T, Vandelaer J, Klemm RD, Sequeira J: Development and use of the Lives Saved Tool (LiST): a model to estimate the impact of scaling up proven interventions on maternal, neonatal and child mortality. Int J Epidemiol 2010,40(2):519-520.CrossRefPubMedPubMedCentral Steinglass R, Cherian T, Vandelaer J, Klemm RD, Sequeira J: Development and use of the Lives Saved Tool (LiST): a model to estimate the impact of scaling up proven interventions on maternal, neonatal and child mortality. Int J Epidemiol 2010,40(2):519-520.CrossRefPubMedPubMedCentral
Metadata
Title
Trends in causes of death among children under 5 in Bangladesh, 1993-2004: an exercise applying a standardized computer algorithm to assign causes of death using verbal autopsy data
Authors
Li Liu
Qingfeng Li
Rose A Lee
Ingrid K Friberg
Jamie Perin
Neff Walker
Robert E Black
Publication date
01-12-2011
Publisher
BioMed Central
Published in
Population Health Metrics / Issue 1/2011
Electronic ISSN: 1478-7954
DOI
https://doi.org/10.1186/1478-7954-9-43

Other articles of this Issue 1/2011

Population Health Metrics 1/2011 Go to the issue