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Published in: Reproductive Health 2/2015

Open Access 01-12-2015 | Research

Risk factors for maternal death and trends in maternal mortality in low- and middle-income countries: a prospective longitudinal cohort analysis

Authors: Melissa Bauserman, Adrien Lokangaka, Vanessa Thorsten, Antoinette Tshefu, Shivaprasad S Goudar, Fabian Esamai, Ana Garces, Sarah Saleem, Omrana Pasha, Archana Patel, Albert Manasyan, Mabel Berrueta, Bhala Kodkany, Elwyn Chomba, Edward A Liechty, K Michael Hambidge, Nancy F Krebs, Richard J Derman, Patricia L Hibberd, Fernando Althabe, Waldemar A Carlo, Marion Koso-Thomas, Robert L Goldenberg, Dennis D Wallace, Elizabeth M McClure, Carl L Bose

Published in: Reproductive Health | Special Issue 2/2015

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Abstract

Background

Because large, prospective, population-based data sets describing maternal outcomes are typically not available in low- and middle-income countries, it is difficult to monitor maternal mortality rates over time and to identify factors associated with maternal mortality. Early identification of risk factors is essential to develop comprehensive intervention strategies preventing pregnancy-related complications. Our objective was to describe maternal mortality rates in a large, multi-country dataset and to determine maternal, pregnancy-related, delivery and postpartum characteristics that are associated with maternal mortality.

Methods

We collected data describing all pregnancies from 2010 to 2013 among women enrolled in the multi-national Global Network for Women’s and Children’s Health Research Maternal and Neonatal Health Registry (MNHR). We reported the proportion of mothers who died per pregnancy and the maternal mortality ratio (MMR). Generalized linear models were used to evaluate the relationship of potential medical and social factors and maternal mortality and to develop point and interval estimates of relative risk associated with these factors. Generalized estimating equations were used to account for the correlation of outcomes within cluster to develop appropriate confidence intervals.

Results

We recorded 277,736 pregnancies and 402 maternal deaths for an MMR of 153/100,000 live births. We observed an improvement in the total MMR from 166 in 2010 to 126 in 2013. The MMR in Latin American sites (91) was lower than the MMR in Asian (178) and African sites (125). When adjusted for study site and the other variables, no formal education (RR 3.2 [1.5, 6.9]), primary education only (RR 3.4 [1.6, 7.5]), secondary education only (RR 2.5 [1.1, 5.7]), lack of antenatal care (RR 1.8 [1.2, 2.5]), caesarean section delivery (RR 1.9 [1.3, 2.8]), hemorrhage (RR 3.3 [2.2, 5.1]), and hypertensive disorders (RR 7.4 [5.2, 10.4]) were associated with higher risks of death.

Conclusions

The MNHR identified preventable causes of maternal mortality in diverse settings in low- and middle-income countries. The MNHR can be used to monitor public health strategies and determine their association with reducing maternal mortality.

Trial Registration

clinicaltrials.gov NCT01073475
Appendix
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Literature
1.
go back to reference Say L, Chou D, Gemmill A, Tuncalp O, Moller AB, Daniels J, et al: Global causes of maternal death: a WHO systematic analysis. The Lancet Global health. 2014, 2 (6): e323-33. 10.1016/S2214-109X(14)70227-X. doi:10.1016/S2214-109X(14)70227-XCrossRefPubMed Say L, Chou D, Gemmill A, Tuncalp O, Moller AB, Daniels J, et al: Global causes of maternal death: a WHO systematic analysis. The Lancet Global health. 2014, 2 (6): e323-33. 10.1016/S2214-109X(14)70227-X. doi:10.1016/S2214-109X(14)70227-XCrossRefPubMed
2.
go back to reference Bhutta ZA, Chopra M, Axelson H, Berman P, Boerma T, Bryce J, et al: Countdown to 2015 decade report (2000-10): taking stock of maternal, newborn, and child survival. Lancet. 2010, 375 (9730): 2032-44. 10.1016/S0140-6736(10)60678-2. doi:S0140-6736(10)60678-2 [pii] 10.1016/S0140-6736(10)60678-2CrossRefPubMed Bhutta ZA, Chopra M, Axelson H, Berman P, Boerma T, Bryce J, et al: Countdown to 2015 decade report (2000-10): taking stock of maternal, newborn, and child survival. Lancet. 2010, 375 (9730): 2032-44. 10.1016/S0140-6736(10)60678-2. doi:S0140-6736(10)60678-2 [pii] 10.1016/S0140-6736(10)60678-2CrossRefPubMed
3.
go back to reference Khan KS, Wojdyla D, Say L, Gulmezoglu AM, Van Look PF: WHO analysis of causes of maternal death: a systematic review. Lancet. 2006, 367 (9516): 1066-74. 10.1016/S0140-6736(06)68397-9. doi:10.1016/S0140-6736(06)68397-9CrossRefPubMed Khan KS, Wojdyla D, Say L, Gulmezoglu AM, Van Look PF: WHO analysis of causes of maternal death: a systematic review. Lancet. 2006, 367 (9516): 1066-74. 10.1016/S0140-6736(06)68397-9. doi:10.1016/S0140-6736(06)68397-9CrossRefPubMed
4.
go back to reference Bhutta ZA, Black RE: Global maternal, newborn, and child health--so near and yet so far. The New England journal of medicine. 2013, 369 (23): 2226-35. 10.1056/NEJMra1111853. doi:10.1056/NEJMra1111853CrossRefPubMed Bhutta ZA, Black RE: Global maternal, newborn, and child health--so near and yet so far. The New England journal of medicine. 2013, 369 (23): 2226-35. 10.1056/NEJMra1111853. doi:10.1056/NEJMra1111853CrossRefPubMed
5.
go back to reference Cross S, Bell JS, Graham WJ: What you count is what you target: the implications of maternal death classification for tracking progress towards reducing maternal mortality in developing countries. Bulletin of the World Health Organization. 2010, 88 (2): 147-53. 10.2471/BLT.09.063537. doi:10.2471/BLT.09.063537CrossRefPubMed Cross S, Bell JS, Graham WJ: What you count is what you target: the implications of maternal death classification for tracking progress towards reducing maternal mortality in developing countries. Bulletin of the World Health Organization. 2010, 88 (2): 147-53. 10.2471/BLT.09.063537. doi:10.2471/BLT.09.063537CrossRefPubMed
6.
go back to reference Weiner R, Tollman S, Kahn K, Penn-Kekana L: Health and demographic surveillance sites contribute population-based data on maternal deaths in rural areas. South African medical journal = Suid-Afrikaanse tydskrif vir geneeskunde. 2007, 97 (10): 944-5.PubMedPubMedCentral Weiner R, Tollman S, Kahn K, Penn-Kekana L: Health and demographic surveillance sites contribute population-based data on maternal deaths in rural areas. South African medical journal = Suid-Afrikaanse tydskrif vir geneeskunde. 2007, 97 (10): 944-5.PubMedPubMedCentral
7.
go back to reference Hounton S, De Bernis L, Hussein J, Graham WJ, Danel I, Byass P, et al: Towards elimination of maternal deaths: maternal deaths surveillance and response. Reproductive health. 2013, 10 (1): doi:10.1186/1742-4755-10-1 Hounton S, De Bernis L, Hussein J, Graham WJ, Danel I, Byass P, et al: Towards elimination of maternal deaths: maternal deaths surveillance and response. Reproductive health. 2013, 10 (1): doi:10.1186/1742-4755-10-1
8.
go back to reference Helleringer S, Duthe G, Kante AM, Andro A, Sokhna C, Trape JF, et al: Misclassification of pregnancy-related deaths in adult mortality surveys: case study in Senegal. Tropical medicine & international health : TM & IH. 2013, 18 (1): 27-34. 10.1111/tmi.12012. doi:10.1111/tmi.12012CrossRef Helleringer S, Duthe G, Kante AM, Andro A, Sokhna C, Trape JF, et al: Misclassification of pregnancy-related deaths in adult mortality surveys: case study in Senegal. Tropical medicine & international health : TM & IH. 2013, 18 (1): 27-34. 10.1111/tmi.12012. doi:10.1111/tmi.12012CrossRef
9.
go back to reference Stanton C, Hobcraft J, Hill K, Kodjogbe N, Mapeta WT, Munene F, et al: Every death counts: measurement of maternal mortality via a census. Bulletin of the World Health Organization. 2001, 79 (7): 657-64.PubMedPubMedCentral Stanton C, Hobcraft J, Hill K, Kodjogbe N, Mapeta WT, Munene F, et al: Every death counts: measurement of maternal mortality via a census. Bulletin of the World Health Organization. 2001, 79 (7): 657-64.PubMedPubMedCentral
10.
go back to reference Lozano R, Wang H, Foreman KJ, Rajaratnam JK, Naghavi M, Marcus JR, et al: Progress towards Millennium Development Goals 4 and 5 on maternal and child mortality: an updated systematic analysis. Lancet. 2011, 378 (9797): 1139-65. 10.1016/S0140-6736(11)61337-8. doi:10.1016/S0140-6736(11)61337-8CrossRefPubMed Lozano R, Wang H, Foreman KJ, Rajaratnam JK, Naghavi M, Marcus JR, et al: Progress towards Millennium Development Goals 4 and 5 on maternal and child mortality: an updated systematic analysis. Lancet. 2011, 378 (9797): 1139-65. 10.1016/S0140-6736(11)61337-8. doi:10.1016/S0140-6736(11)61337-8CrossRefPubMed
11.
go back to reference Goldenberg RL, McClure EM: Maternal mortality. American journal of obstetrics and gynecology. 2011, 205 (4): 293-5. 10.1016/j.ajog.2011.07.045. doi:10.1016/j.ajog.2011.07.045CrossRefPubMedPubMedCentral Goldenberg RL, McClure EM: Maternal mortality. American journal of obstetrics and gynecology. 2011, 205 (4): 293-5. 10.1016/j.ajog.2011.07.045. doi:10.1016/j.ajog.2011.07.045CrossRefPubMedPubMedCentral
12.
go back to reference Goldenberg RL, McClure EM, Althabe F: Commentary: improving important pregnancy outcomes. Birth. 2009, 36 (1): 51-3. 10.1111/j.1523-536X.2008.00299.x. doi:10.1111/j.1523-536X.2008.00299.xCrossRefPubMed Goldenberg RL, McClure EM, Althabe F: Commentary: improving important pregnancy outcomes. Birth. 2009, 36 (1): 51-3. 10.1111/j.1523-536X.2008.00299.x. doi:10.1111/j.1523-536X.2008.00299.xCrossRefPubMed
13.
go back to reference Saleem S, McClure EM, Goudar SS, Patel A, Esamai F, Garces A, et al: A prospective study of maternal, fetal and neonatal deaths in low- and middle-income countries. Bulletin of the World Health Organization. 2014, 92 (8): 605-12. 10.2471/BLT.13.127464. doi:10.2471/BLT.13.127464CrossRefPubMedPubMedCentral Saleem S, McClure EM, Goudar SS, Patel A, Esamai F, Garces A, et al: A prospective study of maternal, fetal and neonatal deaths in low- and middle-income countries. Bulletin of the World Health Organization. 2014, 92 (8): 605-12. 10.2471/BLT.13.127464. doi:10.2471/BLT.13.127464CrossRefPubMedPubMedCentral
14.
go back to reference Targets and Strategies for Ending Preventable Maternal Mortality. 2014, Geneva, Switzerland: World Health Organization Targets and Strategies for Ending Preventable Maternal Mortality. 2014, Geneva, Switzerland: World Health Organization
15.
go back to reference Pasha O, Saleem S, Ali S, Goudar SS, Garces A, et al: Maternal and newborn outcomes in Pakistan compared to other low and middle income countries in the Global Network's Maternal Newborn Health Registry: an active, community-based, pregnancy surveillance mechanism. Reproductive Health. 2015, 12 (Suppl 2): S15-CrossRefPubMedPubMedCentral Pasha O, Saleem S, Ali S, Goudar SS, Garces A, et al: Maternal and newborn outcomes in Pakistan compared to other low and middle income countries in the Global Network's Maternal Newborn Health Registry: an active, community-based, pregnancy surveillance mechanism. Reproductive Health. 2015, 12 (Suppl 2): S15-CrossRefPubMedPubMedCentral
16.
go back to reference Ronsmans C, Graham WJ: Lancet Maternal Survival Series steering g. Maternal mortality: who, when, where, and why. Lancet. 2006, 368 (9542): 1189-200. 10.1016/S0140-6736(06)69380-X. doi:10.1016/S0140-6736(06)69380-XCrossRefPubMed Ronsmans C, Graham WJ: Lancet Maternal Survival Series steering g. Maternal mortality: who, when, where, and why. Lancet. 2006, 368 (9542): 1189-200. 10.1016/S0140-6736(06)69380-X. doi:10.1016/S0140-6736(06)69380-XCrossRefPubMed
17.
go back to reference Ni Bhuinneain G, McCarthy F: A systematic review of essential obstetric and newborn care capacity building in rural sub-Saharan Africa. BJOG : an international journal of obstetrics and gynaecology. 2015, 122 (2): 174-82. 10.1111/1471-0528.13218. doi:10.1111/1471-0528.13218CrossRef Ni Bhuinneain G, McCarthy F: A systematic review of essential obstetric and newborn care capacity building in rural sub-Saharan Africa. BJOG : an international journal of obstetrics and gynaecology. 2015, 122 (2): 174-82. 10.1111/1471-0528.13218. doi:10.1111/1471-0528.13218CrossRef
18.
go back to reference Holmer H, Oyerinde K, Meara J, Gillies R, Liljestrand J, Hagander L: The global met need for emergency obstetric care: a systematic review. BJOG : an international journal of obstetrics and gynaecology. 2015, 122 (2): 183-9. 10.1111/1471-0528.13230. doi:10.1111/1471-0528.13230CrossRef Holmer H, Oyerinde K, Meara J, Gillies R, Liljestrand J, Hagander L: The global met need for emergency obstetric care: a systematic review. BJOG : an international journal of obstetrics and gynaecology. 2015, 122 (2): 183-9. 10.1111/1471-0528.13230. doi:10.1111/1471-0528.13230CrossRef
19.
go back to reference McClure EM, Saleem S, Goudar SS, Moore JL, Garces A, Esamai F, et al: Stillbirth rates in low-middle income countries 2010 - 2013: a population-based, multi-country study from the Global Netowrk. Reproductive Health. 2015, 12 (Suppl 2): S7-CrossRefPubMedPubMedCentral McClure EM, Saleem S, Goudar SS, Moore JL, Garces A, Esamai F, et al: Stillbirth rates in low-middle income countries 2010 - 2013: a population-based, multi-country study from the Global Netowrk. Reproductive Health. 2015, 12 (Suppl 2): S7-CrossRefPubMedPubMedCentral
Metadata
Title
Risk factors for maternal death and trends in maternal mortality in low- and middle-income countries: a prospective longitudinal cohort analysis
Authors
Melissa Bauserman
Adrien Lokangaka
Vanessa Thorsten
Antoinette Tshefu
Shivaprasad S Goudar
Fabian Esamai
Ana Garces
Sarah Saleem
Omrana Pasha
Archana Patel
Albert Manasyan
Mabel Berrueta
Bhala Kodkany
Elwyn Chomba
Edward A Liechty
K Michael Hambidge
Nancy F Krebs
Richard J Derman
Patricia L Hibberd
Fernando Althabe
Waldemar A Carlo
Marion Koso-Thomas
Robert L Goldenberg
Dennis D Wallace
Elizabeth M McClure
Carl L Bose
Publication date
01-12-2015
Publisher
BioMed Central
Published in
Reproductive Health / Issue Special Issue 2/2015
Electronic ISSN: 1742-4755
DOI
https://doi.org/10.1186/1742-4755-12-S2-S5

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