Journal of Global Health: Home Journal of Global Health
Watch: Survival: The Story of Global Health - FREE
JoGH Recommends:

Peer Review Conference

Creative Commons Licence
This work is licensed under a
Creative Commons Attribution
4.0 International License

Tanya Marchant, Jennifer Bryce, Cesar Victora, Allisyn C Moran, Mariam Claeson, Jennifer Requejo, Agbessi Amouzou, Neff Walker, Ties Boerma, and John Grove



An urgent priority in maternal, newborn and child health is to accelerate the scale–up of cost–effective essential interventions, especially during labor, the immediate postnatal period and for the treatment of serious infectious diseases and acute malnutrition.  Tracking intervention coverage is a key activity to support scale–up and in this paper we examine priorities in coverage measurement, distinguishing between essential interventions that can be measured now and those that require methodological development.


We conceptualized a typology of indicators related to intervention coverage that distinguishes access to care from receipt of an intervention by the population in need.  We then built on documented evidence on coverage measurement to determine the status of indicators for essential interventions and to identify areas for development.


Contact indicators from pregnancy to childhood were identified as current indicators for immediate use, but indicators reflecting the quality of care provided during these contacts need development. At each contact point, some essential interventions can be measured now, but the need for development of indicators predominates around interventions at the time of birth and interventions to treat infections. Addressing this need requires improvements in routine facility based data capture, methods for linking provider and community–based data, and improved guidance for effective coverage measurement that reflects the provision of high–quality care.


Coverage indicators for some essential interventions can be measured accurately through household surveys and be used to track progress in maternal, newborn and child health.  Other essential interventions currently rely on contact indicators as proxies for coverage but urgent attention is needed to identify new measurement approaches that directly and reliably measure their effective coverage.

Within the 17 Sustainable Development Goals (SDGs) a total of 169 targets and over 230 indicators have been defined [1]. In alignment with the SDGs, the Global Strategy for Women’s, Children’s and Adolescents’ Health (the Global Strategy) has described an ambitious action and measurement agenda around the three pillars “Survive, Thrive and Transform” [2]. In the immediate future many countries have an unfinished agenda to accelerate the scale–up of cost–effective essential maternal, newborn and child health (MNCH) interventions that save lives as well as help families to thrive [3]. Tracking intervention coverage is a top priority to assist this scale–up so that countries know the extent to which populations in need are benefiting, and delivery strategies are refined as a result [4]. In this paper we examine priorities in coverage measurement of essential MNCH interventions, distinguishing between those that can be measured now and those that require methodological development.

Of particular importance is to explicitly acknowledge known measurement challenges across the continuum from pregnancy to childhood [57], and categorise indicators that can be measured now using existing methods and tools (“indicators for immediate use”), and those that are high priority in the context of life–saving, quality care but require further methodological development and validation (“priority indicators for development”). Once validated using feasible methods, these priority indicators for development can be further described in global guidance and integrated within existing data collection systems.

The remainder of this paper proposes a transparent set of evidence–based considerations for the global MNCH measurement improvement agenda. We draw on evidence supporting cost–effective investments in MNCH [3], recommendations by the Global Strategy [8], and the priorities identified by other initiatives including the Global Reference List of 100 core indicators [9], the World Health Organization’s consultation on quality MNCH [10], the Every Newborn Action Plan (ENAP) [11], and Ending Preventable Maternal Mortality (EPMM) [12].


Figure 1 presents a typology of indicators related to intervention coverage. Level A encompasses all women and children who can benefit from receiving care, including preventive and curative services.  From this group, only some will access care and have the opportunity to benefit from the services they need (level B). But making contact with services does not ensure receipt of a specific intervention (level C), irrespective of whether the population making contact needs a preventive or curative intervention. Currently, coverage measurement for any given intervention is defined as C/A, or the proportion of women and children who need an intervention who actually receive it. The innermost element of the framework (level D) highlights the importance of incorporating dimensions of quality within coverage, often referred to as “effective coverage”, for example including measures of appropriate diagnosis, drug dosage, or counselling.  The need for development of globally standardised measures of effective coverage is described in more detail below.

Figure 1.  Typology of indicators for maternal, newborn and child health.

Our considerations for determining the measurement status of indicators builds on the experience and evidence base generated by others, including household survey programs such as Demographic and Health Surveys (DHS) [13] and the Multiple Indicator Cluster Surveys (MICS) [14], the Countdown to 2015 for Maternal, Newborn and Child Survival (Countdown) initiative [15], and the investment and visibility promoted by the Commission on Information and Accountability for Women’s and Children’s Health (CoIA) and its independent Expert Review Group (iERG) [16].

We took five characteristics into account in selecting priority indicators.

1) Public health importance. Priority indicators should measure progress in coverage for an intervention that has the potential to save a large number of women’s and children’s lives, because it is linked through known channels to changes in health status. We estimate this potential using the Lives Saved Tool (LiST) [17], calculating the number of maternal, newborn and child lives that could be saved by 2030 based on the underlying assumptions within the model, and if universal coverage was achieved for the intervention in the 75 countries that accounted for 99% of deaths among those groups in 2014, assuming coverage trajectories for all other interventions remain the same ( Table 1 ). We have included indicators for malaria and HIV because of their importance in some high burden countries, even though they do not account for large numbers of deaths in all countries.

Table 1.  LiST analysis of lives saved by labor and delivery management, and life–saving interventions for mothers, newborns and children*
Estimated number of deaths averted
Intervention Stillbirths Neonatal Child Maternal Total Rank
Labor & delivery management 689 758 549 031 76 850 1 315 639 1
Full supportive care for prematurity 544 458 544 458 2
Full supportive care for sepsis/pneumonia 409 877 409 877 3
Oral Rehydration Solution 12 653 369 423 382 076 4
Water connection in the home 368 313 368 313 5
Treatment with antimalarials 303 653 303 653 6
Oral antibiotics for pneumonia 300 682 300 682 7
Promotion of breastfeeding 74 699 191 976 266 675 8
Hand washing with soap 235 898 235 898 9
Neonatal resuscitation 212 439 212 439 10
Therapeutic feeding for severe wasting 209 442 209 442 11
Injectable antibiotics for neonatal sepsis/pneumonia 181 512 181 512 12
Kangaroo Mother Care 158 853 158 853 13
Syphilis detection and treatment 149 597 7 060 156 657 14
Pneumococcal vaccine 139 779 139 779 15
Improved sanitation 136 256 136 256 16
Clean postnatal practices 131 782 131 782 17
Clean birth practices 101 266 20 148 121 414 18
Treatment for moderate acute nutrition of children 110 671 110 671 19
Immediate assessment and stimulation of newborns 109 585 109 585 20
Hib vaccination 106 998 106 998 21
Zinc–for treatment of diarrhea 106 481 106 481 22
Zinc supplementation 104 426 104 426 23
Magnesium sulphate for pre–eclampsia 64 939 23 681 88 620 24
Homes protected from malaria by ownership of insecticide treated nets or indoor residual spraying 87 733 87 733 25
Chlorhexidine for cord care 82 283 82 283 26
Appropriate complementary feeding 80 081 80 081 27
Intermittent presumptive treatment for malaria in pregnancy 59 942 16 111 1 539 1 404 78 996 28
Oral antibiotics for neonatal sepsis or pneumonia 74 462 74 462 29
Thermal care for newborns 72 391 72 391 30
Hygienic disposal of stools 64 653 64 653 31
Periconceptual Folic Acid / Ferrous Sulfate 17 711 43 296 61 007 32
Antibiotics for premature preterm rupture of membranes 49 257 7 903 57 160 33
Rotavirus vaccine 56 788 56 788 34
Induction of labor for pregnancies beyond 42 weeks 47 230 47 230 35
Balanced energy protein supplementation for pregnant women 41 268 3309 44 577 36
Multiple micronutrients for pregnant women 39 615 2788 42 403 37
Active management of third stage of labor 33 782 33 782 38
Case management of maternal sepsis 23 528 23 528 39
Iron supplementation for pregnant women 21 964 1555 23 519 40
Diabetes case management for pregnant women 22 585 22 585 41
Magnesium sulfate for treatment of eclampsia 22 572 22 572 42
Improved water 21 470 21 470 43
Case management of hypertensive disorders in pregnant women 20 025 20 025 44
Safe abortion services 15 529 15 529 45
DPT3 vaccination 15 428 15 428 46
Tetanus toxoid vaccination 14 940 161 15 101 47
Vitamin A supplementation 14 967 14 967 48
Vitamin A–for treatment of measles 14 574 14 574 49
Post abortion case management 13 391 13 391 50
Calcium supplementation 8124 8124 51
Ectopic pregnancy case management 2980 2980 52
Case management of malaria in pregnant women 2347 2347 53
Antibiotics for dysentery 1017 1017 54

Hib – Haemophilus influenzae type B, DPT3 – diphtheria–tetanus–pertussis

*The potential number of lives saved by 54 evidence based interventions by 2030, estimated using the Lives Saved Tool if universal coverage was achieved for each intervention in the 75 countries that accounted for 99% of maternal, newborn and child deaths in 2014, assuming coverage trajectories for all other interventions remain the same.

2) Feasibility and affordability. Indicators for immediate use must be affordable and feasible for accurate measurement in the majority of high–MNCH mortality countries to inform immediate actions.  But high–impact interventions for which feasible and cost–effective measurement strategies are not currently available must not be lost and are the target of an urgent developmental research agenda, described below under priority indicators for development.

3) Accuracy. Measurement approaches that do not produce valid results are a waste of scarce resources, and can misdirect policy and program decisions. There is a growing body of research demonstrating that mothers interviewed during household surveys (as in DHS or MICS) can report accurately on whether they and their children received some interventions, but not others.  Particularly problematic are high impact interventions around the time of birth and curative interventions for episodes of illness such as antibiotics for pneumonia [1820]. New and innovative approaches for measuring coverage for these interventions are needed urgently, while maintaining support for household surveys able to produce highly–accurate estimates of coverage for most MNCH interventions. Surveys are also essential for assessing equity through disaggregated analyses, as required by SDG target 17.18 on the measurement of inequalities.

4) Production of timely results with clear action implications. Indicator levels should change in response to increases or decreases in program inputs and outputs and improvements in program processes, within a time frame of one to three years, to provide information useful to program managers. Experience has demonstrated that monitoring systems work best and are more likely to be sustained if the data they contain are used first at the level at which they are collected, and also at each higher level throughout the reporting system. Of importance is to encourage reporting and use of individual indicator components from the point of data collection through national level, but combining the components for global monitoring.

5) Consistency with historical indicators, to permit tracking of trends. Lists of indicators evolve over time. New interventions are scaled up that require new indicators, but also the validity of existing indicators may be challenged by new evidence. For example, the indicator for diarrhea management used in most surveys since the 1990s was oral rehydration therapy (ORT), but more recently there has been a shift towards reporting on oral rehydration salts (ORS) plus zinc [21]. For the purpose of assessing time trends as we transition from the Millennium Development Goals (MDGs) to the SDGs it is useful to continue to report on ORT as well as ORS for a period of time, while also designing measurement methods so that adjustments to indicator definition can be made.


In Figure 2 we present the contacts and interventions prioritized by different global groups in MNCH (for example ENAP, EPMM, the Global Strategy), and include those supported by evidence of impact from LiST analysis ( Table 1 ). After consideration of the five characteristics above these have been categorized as “current” or “priority for development”.

Figure 2.  Measurement status of priority contacts and evidence based interventions across the continuum from pregnancy to childhood.

Contacts are included in order to measure the proportion of individuals accessing care, and thus potential to receive interventions, corresponding to level B in Figure 1 . In addition to the contacts for antenatal care, skilled attendant at birth, and postnatal care, we also include care seeking for sick children (specifically fever and symptoms of childhood pneumonia), consistent with the typology that distinguishes accessing care from actual receipt of a life–saving intervention. Correct treatment of these two conditions are among the highest–impact interventions, but cannot be measured accurately through household surveys. We also indicate the need to develop, agree on and validate indicators that reflect quality care at these contact points to enable tracking of effective coverage measures [22]. The remainder of Figure 2 presents intervention indicators. High impact interventions are represented across the continuum from pregnancy to childhood and measurement development needs are identified at each stage. Addressing these needs requires immediate action, as described in the next section.


Priority indicators for development predominate around interventions at the time of birth, interventions to treat infections, and quality of care. Some of these represent relatively rare events (for example antibiotics for preterm premature rupture of membranes) and may never be suitable for population level tracking at national level, but nonetheless require advances in measurement in order to report accurately to country programs. For many, service contact indicators have been used to represent imperfect proxy measures of care but the need for measures of quality care means that we have to do better.   For example, the service contact indicator “skilled attendant at birth” is the most widely used proxy indicator for care at birth, but the evidence linking increases in skilled attendant coverage with reductions in mortality has not been consistent [2325], probably reflecting the fact that only a subset of locally–defined skilled attendants actually have the skills, commodities and facilities needed to deliver essential interventions at birth.

We propose that four specific types of measurement innovations are required.

First, a measurement improvement agenda is needed for routine data capture, so that the accuracy of reporting clinical interventions for women, newborns and children is improved at different levels of the health system. This will allow delivery of high impact interventions to be tracked at local, national and global levels. It will require improved routine data systems, review and consolidation of facility assessment tools and methods, and engagement with health system strengthening efforts more broadly.

Second, to realize the potential of these improved data sources, methods for linking population and provider–based data sources are needed [5,17]. Household survey methods provide population level data and permit equity analysis but can be limited by poor recall and infrequent reporting. Facility data can be continuous and timely, has potential to improve reporting on clinical events, and can be stratified by level and type. However, present reporting tools cannot provide accurate equity breakdowns or population level estimates. Combining these two data streams has the potential to be transformative for monitoring the delivery of essential interventions that cannot currently be measured reliably, and for measuring effective coverage so that coverage indicators are defined as level D/A in Figure 1 .

Third, further advances in implementation science are needed in order to place indicator development in the context of research on the design, implementation and impact of large scale programs.

And fourth, as new measures and approaches are tested and proven ready for wider adoption, global resources and guidance should be developed. Resources would include access to questionnaires, forms, and protocols; perhaps in one accessible system. Global guidance would include definitions, strengths and limitations of potential data sources, and interpretation notes.


This paper adds to other recent calls for improved measurement that can enhance accountability and refine strategies to save lives [26]. At this time of transition from the MDGs to the SDGs it is essential that baselines are established, ambition is maintained, guidance and resources are shared, and momentum is not lost. Clarity about which essential interventions can be measured directly, reliably and feasibly using existing methods is an integral part of that plan. But here we also identify the need for focused, intensive commitment to advance the coverage measurement agenda for all essential interventions–especially those that save lives during and immediately after childbirth, and for sick children–so that we progress from reliance on measuring contacts with health care providers to measuring the effective coverage of clinical high–impact interventions.

As we enter the SDG era, several key partners are stepping forward to join this global measurement agenda for maternal, newborn and child health to agree on priorities, to coordinate actions and learning, and to work together with countries so that ownership of and capacity for an improved measurement agenda sits where the ability to act on evidence is greatest.


Funding: None.

Disclaimer: The views expressed in this manuscript are those of the authors and do not represent the US Government.

Authorship declarations: The concept for the article was defined by TM, JB, CV, and JG. All authors contributed to and approved the final draft.

Competing interests: All authors have completed the ICMJE uniform disclosure form at (available upon request from the corresponding author) and declare no conflict of interest.


[1] The Sustainable Development Goals. Available at: Accessed on: 31 January 2016.

[2] World Health Organisation. Global strategy for women’s children’s and adolescents health. Available:–course/partners/global–strategy/en/. Accessed: 13 January 2016.

[3] RE Black, C Levin, N Walker, D Chou, L Liu, and M Temmerman. Reproductive, maternal, newborn and child health: key messages from Disease Control Priorities 3rd Edition. Lancet. 2016; pii:S0140-6736(16)00738-8 Epub 9 April 2016

[4] J Grove, M Claeson, J Bryce, A Amouzou, T Boerma, and P Waiswa. Maternal, newborn, and child health in the era of the Sustainable Development Goals—a call for sustained and improved measurement. Lancet. 2015; 386: 1511 -4. DOI: 10.1016/S0140-6736(15)00517-6. [26530604]

[5] J Bryce and F Arnold. Blanc Ann, Hancioglu A, Newby H, Requejo J, Wardlaw T, the CHERG Working Group on Improving Coverage Measurement (2013). Measuring coverage in MNCH: new findings, new strategies, and recommendations for action. PLoS Med. 2013; 10: e1001423 DOI: 10.1371/journal.pmed.1001423. [23667340]

[6] TP Eisele, DA Rhoda, FT Cutts, and J Keating. Ren Ru, Barros AJD, Arnold F. Measuring coverage in MNCH: total survey error and the interpretation of intervention coverage estimates from household surveys. PLoS Med. 2013; 10: e1001386 DOI: 10.1371/journal.pmed.1001386. [23667331]

[7] SG Moxon, H Ruysen, KJ Kerber, A Amouzou, S Fourniers, and J Grove. Count every newborn; a measurement improvement roadmap for coverage data. BMC Pregnancy Childbirth. 2015; 15: Suppl 2 S8 DOI: 10.1186/1471-2393-15-S2-S8. [26391444]

[8] World Health Organization. Indicator and monitoring framework for the global Strategy for Women’s, Children’s and Adolescents’ Health (2016–2030). Available: Accessed: 4 June 2016.

[9] The WHO Global Reference List of 100 Core Indicators. Available: Accessed: 31 January 2016.

[10] World Health Organization and Partnership for Maternal, Newborn and Child Health. Consultation on improving measurement of the quality of maternal, newborn and child care in health facilities. Available: Accessed: 1 June 2016.

[11] Every Newborn. The Every Newborn Action Plan. Available:–newborn–event–summary–enap–metrics–meeting/. Accessed: 31 January 2016.

[12] World Health Organization. Strategies towards Ending Preventable Maternal Mortality. Available: Accessed: 31 January 2016.

[13] USAID. The DHS Program, Demographic and Health Surveys. Available: Accessed: 17 September 2015.

[14] UNICEF Statistics and Monitoring. Multiple Indicator Cluster Surveys. Available: Accessed: 17 September 2015.

[15] Countdown to 2015. Countdown to 2015 for Maternal, Newborn and Child Survival. Available: Accessed: 17 September 2015.

[16] World Health Organization. Implementing the Commission on Information and Accountability Recommendations. Accountability for women’s and children’s health. Available: Accessed: 17 September 2015.

[17] Johns Hopkins Bloomberg School of Public Health. The Lives Saved Tool. Available: Accessed: 21 January 2016.

[18] MK Munos, C Stanton, and J Bryce. Improving coverage measurement for reproductive, maternal, neonatal and child health: let’s get a plan. J Glob Health. Forthcoming 2016

[19] H Campbell, S el Arifeen, T Hazir, J O'Kelly, J Bryce, and I Rudan. Measuring coverage in MNCH: challenges in monitoring the proportion of young children with pneumonia who receive antibiotic treatment. PLoS Med. 2013; 10: e1001421 DOI: 10.1371/journal.pmed.1001421. [23667338]

[20] T Hazir, K Begum, S el Arifeen, AM Khan, MH Huque, and N Kazmi. Measuring coverage in MNCH: a prospective validation study in Pakistan and Bangladesh on measuring correct treatment of childhood pneumonia. PLoS Med. 2013; 10: e1001422 DOI: 10.1371/journal.pmed.1001422. [23667339]

[21] Countdown to 2015. Countdown to 2015: a decade of tracking progress for maternal, newborn and child survival. The 2015 Report. Available:–and–articles/2015–final–report. Accessed: 31 January 2016.

[22] T Marchant, R Tilley–Gyado, T Tessema, K Singh, M Gautham, and N Umar. Adding content to contacts: measurement of high quality contacts for maternal and newborn health in Ethiopia, north east Nigeria, and Uttar Pradesh, India. PLoS ONE. 2015; 10: e0126840 DOI: 10.1371/journal.pone.0126840. [26000829]

[23] S Scott and C Ronsmans. The relationship between birth with a health professional and maternal mortality in observational studies: a review of the literature. Trop Med Int Health. 2009; 14: 1523 -33. DOI: 10.1111/j.1365-3156.2009.02402.x. [19793070]

[24] H Holmer, K Oyerinde, JG Meara, R Gillies, J Liljestrand, and L Hagander. The global met need for emergency obstetric care: a systematic review. BJOG. 2015; 122: 183 -9. DOI: 10.1111/1471-0528.13230. [25546039]

[25] G Fink, R Ross, and K Hill. Institutional deliveries weakly associated with improved neonatal survival in developing countries: evidence from 192 Demographic and Health Surveys. Int J Epidemiol. 2015; 44: 1879 -88. DOI: 10.1093/ije/dyv115. [26130739]

[26] K Handley, T Boerma, C Victora, and TG Evans. An inflection point for country health data. Lancet Glob Health.. 2015; 3: e437 -8. DOI: 10.1016/S2214-109X(15)00067-4. [26063456]

Journal of Global Health (ISSN 2047-2986), Edinburgh University Global Health Society
Designed by