HEADS DATA Article

Investigation of Maternal Mortality in the Central and Western European Region between 2000 and 2019 - an analysis of the Global Burden of Disease 2019

Abstract

Introduction: Maternal mortality is a pressing global health issue, reflecting the well-being of women during pregnancy, childbirth, and the postpartum period. Despite healthcare advancements, it remains unresolved, with the most severe impact in developing countries where approximately 95% of maternal deaths occurred in 2020. Even in Europe, known for high healthcare standards, maternal mortality persists, emphasising the complexity of the problem. This tragedy results from various causes, including severe haemorrhages, pre-eclampsia, infections, and childbirth complications. These factors intertwine with socioeconomic inequalities and healthcare access challenges. Despite progress in medicine and women’s rights, maternal mortality remains a stark reality, highlighted by its inclusion in the UN’s Sustainable Development Goals.

Aims: This study aims to investigate maternal deaths, causes, age-specific distributions, and the Maternal Mortality Ratio (MMR) evolution over a period spanning two decades (2000-2019). Emphasis was placed on the Central and Western European region to discern patterns, high-risk countries, and the prevalent causes of maternal deaths.

Materials and Methods: Using data from the 2019 Global Burden of Disease (GBD) database by the Institute for Health Metrics and Evaluation (IHME), we extracted information related to maternal mortality, years of life lost (YLLs), the number of deaths within a specific time period (Death), and the maternal mortality ratio (MMR) between 2000 and 2019 in the regions of Central and Western Europe. The analysis focused on women aged 15 to 59 years old.

Results: Our dataset consisted of 480,480 records with 9 distinct attributes. Central and Western Europe displayed variability, with Romania registering the highest maternal death rate (0.1368) and Andorra the lowest (0.0118). Bulgaria and Albania also showed relatively elevated rates. In real figures, Romania, Bulgaria, and North Macedonia ranked top three in maternal deaths per 100,000 live births. When considering years of life lost (YLLs) due to maternal deaths, Romania and Bulgaria were again prominent, while Andorra and San Marino recorded the lowest.

On the causative front, “Maternal disorders” was the primary contributor to maternal deaths with 7,549 deaths. “Other maternal disorders” followed with 3,520 deaths. The leading cause associated with the highest MMR was also “Maternal disorders” with a mean MMR of 57.67 per 100,000 live births.

Age-specific evaluations revealed the age bracket 30-34 years as having the highest number of maternal deaths. In MMR terms, the 50-54 years group emerged as the most affected with an MMR of 54.98.

A longitudinal analysis over the 20-year window showed a 69% reduction in MMR across all countries, with a decline from 18.18 in 2000 to 5.64 by 2019. Similarly, maternal deaths saw a steady decrease from 1,023 in 2000 to 561 in 2019.

Conclusion: The period from 2000 to 2019 witnessed significant progress in maternal health across Central and Western Europe, with a notable reduction in MMR. Despite these advancements, disparities exist among countries, age groups, and the causes of maternal deaths. The data underscores the imperative need for targeted interventions, especially in high-risk countries, to further improve maternal health outcomes.

Introduction

According to the World Health Organization (WHO), maternal mortality is defined as “The annual number of female deaths from any cause related to or aggravated by pregnancy or its management (excluding accidental or incidental causes) during pregnancy and childbirth or within 42 days of termination of pregnancy, irrespective of the duration and site of the pregnancy”. It remains a critical global health concern, reflecting the overall well-being of women during pregnancy, childbirth, and the postpartum period. Despite significant advancements in healthcare, maternal mortality rates continue to be an unsolved problem, being the worst in developing world (Antsaklis & Antsaklis, 2023). According to the World Health Organisation (2023), approximately 300,000 women die as a result of pregnancy and childbirth, of which about 95% of maternal deaths (in 2020) occurred in developing countries.

While Europe is generally known for its high standards of healthcare and social services, it is not immune to maternal mortality challenges. The investigation unfolds in a time span characterized by significant advancements in medical technology, increased access to healthcare services, and evolving socio-cultural dynamics (Li & Carayon, 2021). Despite these developments, maternal mortality has remained a public health concern, highlighting the complexity of the issue (Girum & Wasie, 2017).

Maternal mortality is a tragedy that can be attributed to a series of complex and interrelated causes. Among the main causes are severe haemorrhages, which often result from complications during childbirth or caesarean section. In addition, pre-eclampsia and eclampsia, conditions involving high blood pressure during pregnancy, pose a serious threat to maternal health. Infections (sepsis and untreated urinary tract infections) and unsafe abortion can also lead to fatal consequences. Complications during childbirth, such as umbilical cord prolapse or shoulder dystocia, can result in critical medical emergencies. (Say et al., 2014; World Health Organization, 2023) These are just some of the many facets of the underlying causes of maternal mortality, which often reflect not only medical problems, but also socioeconomic inequalities and challenges of access to quality healthcare.

Furthermore, despite remarkable advances in medicine and the evolution of women’s rights over the last few decades, maternal mortality persists as a threatening reality that cries out for attention and immediate action. Reducing maternal mortality is one of the United Nations Sustainable Development Goals (SDG 3) (United Nation, n.d.), reflecting the global recognition of the importance of this problem and the need to do more to protect women’s lives during pregnancy and childbirth. More specifically, the United Nations’ goal is “By 2030, reduce the global maternal mortality ratio to less than 70 per 100000 live births”, so, it is important to analyse the numbers and the causes of maternal mortality.

This research paper delves into the intricate web of factors influencing maternal mortality in the Central and Western Europe. In this comprehensive analysis, we delve into the causes and numbers behind maternal mortality in Central and Western European region, seeking to unravel the hidden facets of this critical issue and provide a foundation for informed decision-making aimed at safeguarding the health and lives of mothers in the region. European region over the two decades from 2000 to 2019.

Our analysis draws upon comprehensive data from the Global Burden of Disease 2019 (Institute for Health Metrics and Evaluation, 2023), shedding light on the multifaceted causes, trends, and disparities in maternal mortality within this geographic area.

Thus, this paper is structured as follows: section 2 presents a detailed focus on the objectives that the paper intends to answer; section 3 describes the method used to reach the objectives; section 4 presents the results that were reached; and, in the end, section 5 presents the discussion, and the conclusions; and, in the end, section 6, shows the limitations, and future work related to the field under analysis.

Methods

Data Source

The primary data utilized in this study was derived from the Global Burden of Disease Study 2019 (GBD 2019). We extracted specific datasets using the GBD Results Tool, a platform allowing for the comprehensive download of the complete GBD results in CSV format.

Citation for the data source: > Global Burden of Disease Collaborative Network. Global Burden of Disease Study 2019 (GBD 2019) Results. Seattle, United States: Institute for Health Metrics and Evaluation (IHME), 2020.

Query

In the analysis of deaths among pregnant women in the Central and Western European region, data was sourced from the Global Burden of Disease 2019. The GBD Results Tool was utilized to refine the data query. The primary focus was on determining the causes leading to death or injury during pregnancy.

The measures analyzed included deaths, years of life lost (YLLs), and the maternal mortality ratio (MMR). Each of these measures was evaluated based on three metrics: number, rate, and percent.

A range of maternal health causes were considered in the analysis. These included ectopic pregnancy, indirect maternal deaths, late maternal deaths, complications from abortion and miscarriage, and specific maternal disorders like hemorrhage, hypertensive disorders, obstructed labor and uterine rupture, sepsis, other infections, and other related maternal disorders.

The study covered a 20-year period, from 2000 to 2019, examining annual data for each of the selected measures. The age groups included in the study ranged from 15 to 59, segmented into five-year cohorts, and the analysis was limited to females.

Geographically, the study covered the Central and Western European region. This included the broader regions of Central and Western Europe, as well as specific countries such as Andorra, Norway, Austria, Portugal, Albania, Bosnia and Herzegovina, Belgium, Malta, Monaco, Slovakia, Bulgaria, Cyprus, Israel, Slovenia, Spain, Sweden, Netherlands, Italy, Denmark, Luxembourg, Switzerland, Finland, Czechia, Croatia, the United Kingdom, San Marino, Iceland, Hungary, Romania, Serbia, France, Montenegro, Germany, North Macedonia, Greece, Ireland, and Poland. Please refer to the figure below for depiction of countries from where we included data is available.

Definitions of Variables and Metrics

When describing ‘Deaths,’ we refer to the total number of mortalities within a designated population attributed to a specific cause. The ‘Rate’ used in this context offers a perspective on the number of deaths per 100,000 individuals in the concerned population.

Another crucial metric is the ‘Years of Life Lost’ (YLLs). When we mention the YLL ‘Number,’ it captures the sum of life years a population has lost. Specifically, YLLs give us an understanding of the potential years an individual could have lived if they hadn’t succumbed prematurely due to an ailment or condition. In relation to this, the YLL ‘Percent’ and ‘Rate’ provide a relational perspective, comparing specific causes to all causes, and detailing the average years lost per individual due to a particular reason, respectively.

Our study also incorporates the ‘Maternal Mortality Ratio’ (MMR), as defined by the Global Burden of Disease (GBD). This ‘Rate’ quantifies the number of maternal deaths for every 100,000 live births. It’s worth noting that the GBD’s definition encompasses deaths occurring during pregnancy or within a year of pregnancy termination, considering any fatality linked to or intensified by the pregnancy or its management, but excluding incidental or accidental causes.

Other attributes that played a foundational role in our analysis include ‘Country’, which refers to specific nations or regions, ‘Age Group’, indicating a specific demographic cohort, and ‘Cause’, pinpointing the ailment or event responsible for the death.

Statistical Analysis

The code was developed in R (version 4.1.1), using the integrated development environment (IDE) R Studio (version 2021.9.0.351, Ghost Orchid). (R Core Team, 2021 and RStudio Team, 2021)

To generate the visual representations of the data, the “ggplot2” package in R was used. For geographical visualizations, the “maps” package was used.

The focus of our analysis was descriptive, aiming to present the data in a comprehensible format, highlighting patterns and trends.

Results

General Description of the Dataset

The dataset, comprised of 480480 records, each detailed across 9 distinct attributes.

Maternal Death by Country

In our investigation of maternal deaths in the Central and Western European region, several countries exhibited varied rates. For instance, Romania recorded the highest rate at approximately 0.1368, while Andorra had the lowest at around 0.0118. Bulgaria and Albania also presented relatively high rates of 0.1161 and 0.0983, respectively.

When translating these rates to actual numbers, Romania again topped the list with approximately 18.34 maternal deaths per 100,000 live births. This is followed closely by Bulgaria at around 32.77 and North Macedonia at 24.86. In contrast, Andorra, Iceland, and Monaco reported lower figures of 2.70, 2.37, and 2.04 maternal deaths per 100,000 live births, respectively.

In terms of years of life lost (YLLs) due to maternal deaths, Romania’s rate was the highest, with approximately 7.92 YLLs per 100,000 population. Bulgaria also had a notable YLL rate of 6.60. On the other end of the spectrum, Andorra and San Marino demonstrated the lowest YLL rates at 0.645 and 0.968, respectively. Other countries like Spain, Norway, and Czechia had rates hovering between 1.44 and 1.65 YLLs per 100,000 population.

Please refer to the figures below for a graphical representation of these metrics superimposed on a map of Europe.

Causes of Death

Deaths

The primary causes of maternal deaths across all countries, when quantified, showed that “Maternal disorders” accounted for the highest number of deaths at 7,549, translating to a mean death rate of 0.26 per 100,000 individuals. This was followed by “Other maternal disorders” with 3,520 deaths and a mean death rate of 0.14. Other notable causes included “Maternal abortion and miscarriage” and “Maternal hemorrhage” with death rates of 0.02 and 0.03, respectively. Some causes like “Maternal deaths aggravated by HIV/AIDS” and “Maternal obstructed labor and uterine rupture” had relatively lower death rates, rounding to 0.00.

Deaths by Cause - All Countries
Cause Number of Deaths Mean Death Rate (by 100,000 individuals in the population)
Ectopic pregnancy 206 0.01
Indirect maternal deaths 592 0.01
Late maternal deaths 244 0.01
Maternal abortion and miscarriage 654 0.02
Maternal deaths aggravated by HIV/AIDS 6 0.00
Maternal disorders 7549 0.26
Maternal hemorrhage 1026 0.03
Maternal hypertensive disorders 1019 0.03
Maternal obstructed labor and uterine rupture 109 0.00
Maternal sepsis and other maternal infections 172 0.01
Other maternal disorders 3520 0.14
Deaths by Cause - Central Europe
Cause Number of Deaths Mean Death Rate (by 100,000 individuals in the population)
Ectopic pregnancy 47 0.01
Indirect maternal deaths 85 0.01
Late maternal deaths 95 0.01
Maternal abortion and miscarriage 398 0.06
Maternal deaths aggravated by HIV/AIDS 1 0.00
Maternal disorders 2373 0.36
Maternal hemorrhage 402 0.06
Maternal hypertensive disorders 265 0.04
Maternal obstructed labor and uterine rupture 39 0.01
Maternal sepsis and other maternal infections 82 0.01
Other maternal disorders 961 0.14
Deaths by Cause - Western Europe
Cause Number of Deaths Mean Death Rate (by 100,000 individuals in the population)
Ectopic pregnancy 159 0.01
Indirect maternal deaths 508 0.02
Late maternal deaths 149 0.01
Maternal abortion and miscarriage 256 0.01
Maternal deaths aggravated by HIV/AIDS 5 0.00
Maternal disorders 5180 0.23
Maternal hemorrhage 624 0.03
Maternal hypertensive disorders 755 0.03
Maternal obstructed labor and uterine rupture 71 0.00
Maternal sepsis and other maternal infections 91 0.00
Other maternal disorders 2562 0.11

MMR

For the aggregated data across all countries as a whole, the predominant cause of death with the highest MMR is “Maternal disorders” with a mean MMR of 57.67 per 100,000 live births. This is closely followed by “Other maternal disorders” with an MMR of 30.40. Among the causes, “Maternal abortion and miscarriage” and “Maternal hemorrhage” were also notably high with MMR values of 6.87 and 5.84, respectively. Some causes, like “Maternal deaths aggravated by HIV/AIDS” and “Maternal obstructed labor and uterine rupture,” showed relatively low MMRs of 0.02 and 0.51 respectively.

MMR by Cause - All Countries
Cause Mean MMR (by 100,000 live births)
Ectopic pregnancy 1.83
Indirect maternal deaths 1.75
Late maternal deaths 1.58
Maternal abortion and miscarriage 6.87
Maternal deaths aggravated by HIV/AIDS 0.02
Maternal disorders 57.67
Maternal hemorrhage 5.84
Maternal hypertensive disorders 5.27
Maternal obstructed labor and uterine rupture 0.51
Maternal sepsis and other maternal infections 3.59
Other maternal disorders 30.40

By Age Group

Deaths

Assessing the maternal mortality across age groups in all countries, the data suggests that the age group 30-34 years reports the highest number of deaths, with 3747 recorded deaths, translating to a mean death rate of 0.09 per 100,000 individuals. Following this, the 25-29 years and 35-39 years age brackets also show heightened numbers, with 2985 and 3252 deaths respectively, corresponding to mean death rates of 0.08 and 0.07. The age groups 15-19 years and 50-54 years show the least deaths, with respective numbers of 661 and 152, both with mean death rates less than 0.02.

Deaths by Age Group - All Countries
Age_Group Number of Deaths Mean Death Rate (by 100,000 individuals in the population)
15-19 years 661 0.02
20-24 years 1846 0.05
25-29 years 2985 0.08
30-34 years 3747 0.09
35-39 years 3252 0.07
40-44 years 1724 0.04
45-49 years 730 0.02
50-54 years 152 0.00
Deaths by Age Group - Central Europe
Age_Group Number of Deaths Mean Death Rate (by 100,000 individuals in the population)
15-19 years 253 0.03
20-24 years 755 0.08
25-29 years 996 0.11
30-34 years 1090 0.12
35-39 years 934 0.10
40-44 years 493 0.05
45-49 years 186 0.02
50-54 years 39 0.00
Deaths by Age Group - Western Europe
Age_Group Number of Deaths Mean Death Rate (by 100,000 individuals in the population)
15-19 years 408 0.02
20-24 years 1092 0.04
25-29 years 1991 0.07
30-34 years 2659 0.08
35-39 years 2320 0.07
40-44 years 1233 0.04
45-49 years 544 0.02
50-54 years 113 0.00

MMR

In a comprehensive assessment across all countries, the Maternal Mortality Ratio (MMR) exhibited variations across age groups. The age group of 50-54 years reported the highest MMR at 54.98 per 100,000 live births. This was followed by the 45-49 years age group with an MMR of 9.49. As we move to the younger age brackets, the MMR gradually decreases, with the age group 30-34 years recording an MMR of 4.69, and the 25-29 years group at 4.11. The youngest age group, 15-19 years, reported an MMR of 1.28.

MMR by Age Group - All Countries
Age_Group Mean MMR (by 100,000 live births)
15-19 years 1.28
20-24 years 2.85
25-29 years 4.11
30-34 years 4.69
35-39 years 3.87
40-44 years 2.62
45-49 years 9.49
50-54 years 54.98
MMR by Age Group - Central Europe
Age_Group Mean MMR (by 100,000 live births)
15-19 years 12.45
20-24 years 34.13
25-29 years 41.58
30-34 years 41.93
35-39 years 33.24
40-44 years 17.20
45-49 years 17.51
50-54 years 73.76
MMR by Age Group - Western Europe
Age_Group Mean MMR (by 100,000 live births)
15-19 years 19.58
20-24 years 48.43
25-29 years 81.60
30-34 years 100.21
35-39 years 79.96
40-44 years 38.90
45-49 years 19.34
50-54 years 28.87

Evolution through the years

Deaths

Over the two-decade span from 2000 to 2019, all countries witnessed a marked decline in the number of maternal deaths. Starting with 1,023 deaths in 2000 (representing a death rate of 0.07 per 100,000 individuals), there was a steady decrease to 561 deaths in 2019 (with a mean death rate of 0.04).

Deaths by Year - All Countries
Year Number of Deaths Mean Death Rate (by 100,000 individuals in the population)
2000 1023 0.07
2001 964 0.06
2002 904 0.06
2003 898 0.05
2004 851 0.05
2005 791 0.05
2006 829 0.05
2007 808 0.05
2008 808 0.05
2009 858 0.05
2010 819 0.05
2011 725 0.04
2012 667 0.04
2013 665 0.04
2014 617 0.04
2015 590 0.04
2016 579 0.04
2017 570 0.04
2018 570 0.04
2019 561 0.04
Deaths by Year - Central Europe
Year Number of Deaths Mean Death Rate (by 100,000 individuals in the population)
2000 413 0.11
2001 358 0.09
2002 308 0.08
2003 313 0.08
2004 281 0.07
2005 249 0.07
2006 243 0.06
2007 241 0.06
2008 243 0.06
2009 255 0.07
2010 247 0.07
2011 216 0.06
2012 181 0.05
2013 186 0.05
2014 176 0.05
2015 179 0.05
2016 161 0.05
2017 172 0.05
2018 164 0.05
2019 158 0.05
Deaths by Year - Western Europe
Year Number of Deaths Mean Death Rate (by 100,000 individuals in the population)
2000 610 0.05
2001 606 0.05
2002 596 0.05
2003 585 0.05
2004 571 0.05
2005 542 0.04
2006 587 0.05
2007 568 0.05
2008 565 0.05
2009 604 0.05
2010 572 0.05
2011 509 0.04
2012 487 0.04
2013 480 0.04
2014 442 0.04
2015 411 0.03
2016 418 0.03
2017 399 0.03
2018 406 0.03
2019 403 0.03

MMR

Between the years 2000 and 2019, a discernible decline in the MMR was observed across all countries. Starting from an MMR of 18.18 (per 100,000 live births) in 2000, there was a consistent decrease, culminating in an MMR of 5.64 by 2019. This equates to an approximate 69% reduction over the 20-year period.

MMR by Year - All Countries
Year Mean MMR (by 100,000 live births)
2000 18.18
2001 17.46
2002 16.29
2003 15.11
2004 13.84
2005 12.69
2006 12.52
2007 11.27
2008 11.19
2009 10.64
2010 9.44
2011 8.46
2012 7.84
2013 7.44
2014 7.06
2015 6.54
2016 6.26
2017 6.04
2018 5.79
2019 5.64
MMR by Year - Central Europe
Year Mean MMR (by 100,000 live births)
2000 59.24
2001 51.54
2002 46.85
2003 45.99
2004 42.14
2005 38.05
2006 37.06
2007 36.34
2008 36.55
2009 36.67
2010 34.47
2011 30.26
2012 25.62
2013 25.57
2014 23.79
2015 23.92
2016 21.68
2017 22.37
2018 21.11
2019 20.29
MMR by Year - Western Europe
Year Mean MMR (by 100,000 live births)
2000 64.16
2001 63.51
2002 62.43
2003 60.60
2004 58.67
2005 55.49
2006 59.48
2007 56.94
2008 56.80
2009 60.05
2010 56.79
2011 50.27
2012 47.90
2013 47.17
2014 43.34
2015 40.20
2016 40.82
2017 38.87
2018 39.47
2019 39.25

LDiscussion

The dataset spanning Central and Western Europe provides a comprehensive overview of maternal mortality in the region.

There are notable differences in maternal death rates and YLLs across countries. Romania and Bulgaria consistently reported higher rates, while Andorra, Iceland, and Monaco showed lower values. These variations might be due to differences in healthcare systems, socio-economic conditions, or even data collection and reporting methodologies among these countries.

In terms of causative factors for maternal deaths, the prominence of “Maternal disorders” as a leading cause may suggest potential inconsistencies in coding classifications. While it’s possible that clinical and healthcare factors contributed to these trends, the consistency of certain categories might hint at issues related to data quality or coding practices. Therefore, when reviewing these findings, it’s important to approach them with an understanding that there could be challenges related to coding classification.

Age-based analysis underscores the complementary nature of the various metrics used in the study. Specifically, while the age bracket 30-34 years exhibited the highest number of deaths, the age group 50-54 years presented the highest MMR, despite having fewer deaths. This emphasizes the importance of considering both absolute death counts and rates relative to live births when interpreting maternal mortality. Given that fecundity rates vary across different age groups, evaluating absolute numbers alone may provide a misleading representation. Understanding both the number of deaths and the MMR in tandem gives a more holistic view of maternal mortality across age demographics, and underscores the need for comprehensive evaluation mechanisms in health studies.

The trend of decreasing maternal deaths and MMR over the past two decades is a positive sign. It could be indicative of improvements in healthcare delivery, policy changes, or other contributing factors. Nevertheless, there remains a consistent presence of maternal mortality, emphasizing the need for ongoing attention and efforts in this area.

Limitations and Future Directions

The majority of causes fall into two very generic groups: “Maternal Disorders” and “Other Maternal Disorders”. These data were sourced from the GBD (Global Burden of Disease). Consequently, we lack detailed information regarding specific causes. This ambiguity might be attributed to variations in how health professionals code these causes or how these are reported between different countries and through the years. As a result, we cannot draw clear conclusions at the level of specific causes. Future research may benefit from incorporating additional sources to gain insights into factors like socio-economic conditions and healthcare quality, which can influence maternal health outcomes.

Conclusion

The period from 2000 to 2019 witnessed significant progress in maternal health across Central and Western Europe, with a notable reduction in MMR. Despite these advancements, disparities exist among countries, age groups, and the causes of maternal deaths. The data underscores the imperative need for targeted interventions, especially in high-risk countries, to further improve maternal health outcomes.

References

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  • Girum, T., & Wasie, A. (2017). Correlates of maternal mortality in developing countries: an ecological study in 82 countries. Maternal Health, Neonatology and Perinatology, 3(1). https://doi.org/10.1186/s40748-017-0059-8

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