Attend Spring Meetings on development topics from Apr 18-23. Comment and engage with experts. Calendar of Events

Syndicate content

Improving the measurement of maternal mortality by strengthening civil registration and vital statistics systems

Samuel Mills's picture
Also available in: Français | Español

Today the Maternal Mortality Estimation Inter-Agency Group (MMEIG) released a report on the global and country maternal mortality estimates for 2013. Globally, maternal mortality ratio (MMR) decreased from 380 maternal deaths per 100 000 live births in 1990 to 210 in 2013. Although this 45% decline is far less than the expected 75% decrease between 1990 and 2015 in order to achieve the fifth millennium development goal (MDG 5), 19 countries were reported to have already achieved MDG 5: Belarus (96%), Maldives (93%), Bhutan (87%), Cambodia (86%), Israel (84%), Equatorial Guinea (81%), Poland (81%), Lao People's Democratic Republic (80%), Romania (80%), Bulgaria (78%), Estonia (78%), Timor-Leste (78%), Eritrea (77%), Cabo Verde (77%), Latvia (77%), Oman (77%), Lebanon (76%), Nepal (76%) and Rwanda (76%). 

The report also noted that of the 183 countries and territories included in the estimation exercise, only 67 countries mostly from high income countries had MMR directly computed from civil registration data (Figure 1). The remaining countries had MMR estimated from a multilevel regression model. The range of uncertainty or confidence intervals of the MMR estimates from statistical models are so wide that they cannot be used for short term monitoring and evaluation of maternal health programs (Table 1). Neither do they produce MMR estimates at sub-national level to inform planning and implementation of programs. Considering that the MMR estimates from household surveys such as the demographic and health surveys (DHS) have limitations (such as capturing pregnancy-related deaths instead of maternal deaths, and providing estimates for several years prior to the survey instead of the reference year [Table 1]), the MMEIG includes the DHS data in a statistical model in order to obtain more robust MMR estimates. This sometimes puts countries in a quandary as to which one to use in official reports.

Figure 1. Map with countries showing the source of data for maternal mortality estimates, 2013

Table 1. Comparison of 2013 MMEIG and 2012 DHS MMR estimatesa

This is why it is imperative that all countries should endeavor to strengthen civil registration and vital  statistics (CRVS) systems to produce routine data on maternal and child mortality rates as well as other relevant statistics for monitoring the performance of health systems or achievement of universal health coverage. Indeed, the 116 countries shown in Figure 1 are unlikely to meet the recommendation of the Commission on Information and Accountability for Women’s and Children’s Health that “by 2015, all countries have taken significant steps to establish a system for registration of births, deaths and causes of death, and have well-functioning health information systems that combine data from facilities, administrative sources and surveys”.
Measuring MMR (number of maternal deaths during a given time period per 100 000 live births during the same time period) requires universal birth and death registration  as well as attribution of cause of death. For instance, birth registration coverage can be readily increased to be at par with other services with high coverage rates such as immunization and use of antenatal care. As shown in Figure 2, birth registration coverage tends to lag behind coverage of antenatal care and DPT1 immunization. Thus, existing maternal and child health services can be used as entry points to boost birth registration such as creating awareness among pregnant women during antenatal care, immediate birth registration of all institutional births, and ensuring all children who are vaccinated at 6 weeks for DTP1 vaccination are registered. Additionally, birth registration can be included in the list of incentivized indicators in results-based financing programs. Further, establishing maternal death surveillance and response systems will provide the require data on maternal deaths.
The World Bank together with other development partners (ADB, AfDB, African Union, BMGF, DFATD Canada, CDC, CEPA, CGDEV, IADB, PARIS21, Plan International, Statistic Norway, UN Every Woman Every Child, UN Statistics Division, UNECA, UNESCAP, UNESCWA, UNFPA, UNHCR, UNICEF, USAID, and WHO) and country representatives (Bangladesh, Burkina-Faso, Ethiopia, Mozambique, and Philippines) is developing a Global Civil Registration and Vital Statistics: Scaling-Up Investment Plan 2015-2025 to help galvanize action and mobilize additional resources for strengthening CRVS in low and middle income countries. The plan will released prior to the Toronto Summit Saving Every Woman and Every Child in May 28-20, 2014.

Figure 2. Birth registration lags behind antenatal care and DPT1 immunization, DHS surveys

Follow the World Bank Health team on Twitter: @worldbankhealth



Submitted by yayaver on

ICT can be used in matters of Maternal and Child health. With the improvement in technology, mobile phone-based case management tool can be used to track client by Community Health Workers. With simple tool for mobile users, one can directly digitize information providing access to local health worker and give agencies vital statistics. The software must be an "open source," for easy operation and gives platform further improvement through innovation. That software can create a group of questions and messages that the user views sequentially on the mobile phone.

Submitted by Patricio Marquez on

Sam--Thanks for sharing this blog which highlights an often neglected dimension of health systems. As pointed out on a recent blog, the power of ICT indeed can be critical element of the arsenal to strengthen health systems not only by improving the standarized collection of data by also it could be harnessed to improve maternal and child health. As I recently learned in Ghana, an initiative by Mobile Technology for Community Health (MoTeCH) and the Grameen Foundation, piloted in the Upper East Region and now being replicated in the Central, Greater Accra and Volta Regions, is allowing women with limited literacy skills to be informed in the local language about the “do’s and don’ts” in pregnancy and childbirth. Women also receive reminders on clinical appointments, due dates, and required medication and immunization through their mobile phone. So the potential of ICT for improving vital statistics is waiting to be realized!

Please see:

Submitted by Sam on

Thanks for asking. The Global Civil Registration and Vital Statistics Scaling Up Investment Plan 2015-2024 was released on May 28, 2014. It is available at:

Cambodia is among the 75 Countries Prioritized by the Commission on Information and Accountability
Thank you

Add new comment