H Heuristics Digital Reports

H Heuristics · Digital Report № 2026-32 · October 2026

Global Survivability Under Compounding Twenty-First-Century Risks

Assessing systemic threats, adaptive capacity and avoidable human losses

The century's headline shocks — pandemics, wars and disasters — kill millions. The quieter losses kill far more: children and mothers who die where compounding risks have worn down the systems that keep people alive. Most of those deaths are avoidable at levels that countries' own income peers already achieve.

AuthorHunter Hughes
InstitutionH Heuristics
Published20 October 2026
Report №2026-32
Reading time17 min

Abstract

This report assesses global survivability — the chance that a person survives the risks of this century — by putting the losses from headline shocks alongside the losses from compounding, everyday threats, and by measuring how much of each is avoidable. It combines World Bank World Development Indicators (under-five and maternal deaths and mortality rates, survival to age 65 and life expectancy, to 2024), the INFORM Risk Index Mid-2026 for 191 countries, UN World Population Prospects 2024 births to 2050, and published estimates of deaths from conflict (UCDP), disasters (EM-DAT), the COVID-19 pandemic (WHO) and other threats.

Shocks are large but chronic losses are larger. Between 2000 and 2024 the world recorded about 1.8 million deaths in state-based conflicts and 1.6 million in disasters, and the WHO estimates 14.9 million excess deaths in the first two years of the pandemic, which cut global life expectancy by 1.6 years in the World Bank series before it recovered. Over the same 25 years, 174 million children died before the age of five and, over 2000–2023, 8.4 million women died from causes related to pregnancy and childbirth. In 2024, 4.86 million children under five died.

These losses concentrate where systemic threats compound. The 44 countries INFORM classes as high or very high risk hold 24.6% of the world's population but 69% of under-five deaths and 77% of maternal deaths; the 16 very-high-risk countries, with a tenth of humanity, account for 45% of child deaths. Survivability follows adaptive capacity closely: the median probability of surviving to 65 falls from 90% in countries with the strongest coping capacity to 63% in those with the weakest (rank correlation −0.78).

Much of the loss is avoidable at levels that peers already achieve. If every country had the under-five mortality rate of the best quarter of its own income group, 2.37 million of 4.86 million child deaths a year — 49% — would be averted, 1.8 million of them in high-risk countries; matching peers on maternal mortality would avert 59% of maternal deaths. Looking forward, progress has slowed, from a median annual reduction of 3.4% in 2000–2015 to 2.6% in 2015–2024. Applied to projected births, the cumulative number of under-five deaths over 2025–2050 is about 137 million if rates stall, 103 million if recent trends continue, 69 million if every country reaches its peer benchmark by 2035, and 60 million if the SDG target is met by 2030. These are scenarios built on stated assumptions, not forecasts.


Overview

Survivability is not mainly decided by the shocks that make headlines. It is decided by whether the systems that keep people alive hold up when risks compound — and that can be measured.

Discussions of twenty-first-century risk tend to focus on dramatic threats: pandemics, wars, extreme weather, the possibility of civilisational collapse. Those threats are real and their death tolls are large. But a narrow focus on shocks misses where most human losses actually occur. Every year, millions of people die from causes that were preventable with care that already exists — newborns without skilled birth attendance, children without vaccines or treatment for pneumonia and diarrhoea, mothers without emergency obstetric care. These losses rise when shocks, conflict, hunger and weak institutions compound, and fall when adaptive capacity holds.

This dashboard puts the two kinds of loss side by side and asks three questions. How large are chronic losses compared with shock losses? Where do they concentrate, and how closely do they follow the capacity of countries to cope? And how many are avoidable — not against an ideal, but against levels that countries' own income peers already achieve? It uses child and maternal mortality as the clearest measurable losses, survival to age 65 as a summary of survivability, and the INFORM Risk Index as a measure of compound threat and coping capacity, then projects the losses to 2050.

4.86 m
Children who died before their fifth birthday in 2024; about 2.3 million of them newborns
UN IGME via World Bank WDI
174 m
Under-five deaths in 2000–2024, more than ten times the pandemic's excess deaths in 2020–2021
WDI · WHO
14.9 m
Excess deaths during the COVID-19 pandemic in 2020–2021, the century's largest single shock so far
WHO
69% · 77%
Shares of under-five and maternal deaths in the high-risk countries that hold 24.6% of humanity
Author's analysis · INFORM 2026
90% vs 62%
Median chance of surviving to 65 in very-low-risk countries against very-high-risk countries
WDI · INFORM
2.37 m
Child deaths a year averted if every country matched the best quarter of its income group — 49% of the total
Author's calculation
59%
Share of the world's maternal deaths averted on the same income-peer benchmark
Author's calculation
34 m
Fewer under-five deaths in 2025–2050 if every country reached its peer benchmark by 2035 rather than following current trends
Author's projection

The argument in brief

The twenty-first century's headline shocks — a pandemic, wars, disasters — have killed tens of millions. The chronic losses of children and mothers have killed far more, and they are concentrated where compound risks have worn down the capacity to cope: high-risk countries carry a quarter of humanity but more than two-thirds of child deaths. Survivability follows adaptive capacity almost step for step. And about half the losses are avoidable at levels countries' own income peers already reach. Protecting the systems that prevent these deaths — and keeping them running through shocks — is the largest survivability gain available this century.

Some boundaries are worth stating. Child and maternal deaths are chosen because they are measured comparably for almost every country and because they are the losses most clearly preventable with known interventions; they are not the only avoidable deaths. Deaths from air pollution (7.9 million in 2023, according to the State of Global Air report) and from non-optimal temperatures are also large, and are cited where relevant. Cross-country patterns are associations: risk, poverty and capacity move together, and this analysis does not separate their causal effects.

Section 1 maps survivability. Section 2 compares shocks and chronic losses over 2000–2024. Section 3 shows where losses concentrate, and section 4 how they follow adaptive capacity. Section 5 measures avoidable losses against several benchmarks, and section 6 projects under-five deaths to 2050 under four paths. Section 7 draws out the priorities.


1. The Survivability Map

The chance of surviving to 65 ranges from under half to over nine in ten. The map of avoidable deaths is darker still in the same places.

A simple measure of survivability is the share of a birth cohort expected to survive to age 65 at current death rates. Worldwide it is 82.5% for women and 74.0% for men. Across countries it ranges from under 50% in Lesotho, Nigeria, the Central African Republic and Chad to over 93% in South Korea, Qatar and the United Arab Emirates. A child born in the lowest-survival countries is less likely than not to reach the age at which a child born in the highest-survival countries is likely to retire.

Child mortality shows the same geography in sharper relief. The under-five mortality rate ranges from under 3 per 1,000 live births in much of Europe and East Asia to about 100 or more in Nigeria, Niger, Somalia and Chad. Sub-Saharan Africa accounted for 60% of all under-five deaths in 2024 in the World Bank series. Maternal mortality is even more concentrated: the UN estimates that sub-Saharan Africa accounted for 70% of the 260,000 maternal deaths in 2023, and that countries in conflict or fragility accounted for 64%.

The avoidable-deaths layer applies the benchmark of section 5 to each country: the under-five deaths each year that would not occur if the country had the mortality rate of the best quarter of its own income group. It is not a map of blame. The largest numbers are in very populous countries — Nigeria, Pakistan, the Democratic Republic of the Congo and India together account for more than half — and the highest rates in small, fragile states. Hover over a country for its profile.

Map layer
World map of survivability and avoidable child deaths Choropleth of 190 countries coloured by the selected layer: probability of surviving to age 65, under-five mortality, maternal mortality, avoidable under-five deaths against the income-peer benchmark, or INFORM risk class. Survival is lowest and avoidable deaths highest across sub-Saharan Africa, followed by parts of South Asia and fragile states elsewhere. Small states are drawn as circles. Afghanistan Angola Albania United Arab Emirates Argentina Armenia Australia Austria Azerbaijan Burundi Belgium Benin Burkina Faso Bangladesh Bulgaria Bahamas Bosnia and Herzegovina Belarus Belize Bolivia Brazil Brunei Darussalam Bhutan Botswana Central African Republic Canada Switzerland Chile China Côte d'Ivoire Cameroon Congo DR Congo Colombia Comoros Cabo Verde Costa Rica Cuba Cyprus Czech Republic Germany Djibouti Denmark Dominican Republic Algeria Ecuador Egypt Eritrea Spain Estonia Ethiopia Finland Fiji France Gabon United Kingdom Georgia Ghana Guinea Gambia Guinea-Bissau Equatorial Guinea Greece Guatemala Guyana Honduras Croatia Haiti Hungary Indonesia India Ireland Iran Iraq Iceland Israel Italy Jamaica Jordan Japan Kazakhstan Kenya Kyrgyzstan Cambodia Korea Republic of Kuwait Lao PDR Lebanon Liberia Libya Sri Lanka Lesotho Lithuania Luxembourg Latvia Morocco Moldova Republic of Madagascar Mexico North Macedonia Mali Myanmar Montenegro Mongolia Mozambique Mauritania Mauritius Malawi Malaysia Namibia Niger Nigeria Nicaragua Netherlands Norway Nepal New Zealand Oman Pakistan Panama Peru Philippines Papua New Guinea Poland Korea DPR Portugal Paraguay Palestine Qatar Romania Russian Federation Rwanda Saudi Arabia Sudan Senegal Solomon Islands Sierra Leone El Salvador Somalia Serbia South Sudan Sao Tome and Principe Suriname Slovakia Slovenia Sweden Eswatini Syria Chad Togo Thailand Tajikistan Turkmenistan Timor-Leste Trinidad and Tobago Tunisia Türkiye Tanzania Uganda Ukraine Uruguay United States of America Uzbekistan Venezuela Viet Nam Vanuatu Samoa Yemen South Africa Zambia Zimbabwe Antigua and Barbuda Bahrain Bahamas Barbados Brunei Darussalam Comoros Cabo Verde Cyprus Dominica Micronesia Gambia Grenada Jamaica Kiribati Saint Kitts and Nevis Lebanon Saint Lucia Liechtenstein Luxembourg Maldives Marshall Islands Malta Montenegro Mauritius Nauru Palau Palestine Qatar Singapore Sao Tome and Principe Seychelles Tonga Trinidad and Tobago Tuvalu Saint Vincent and the Grenadines Vanuatu Samoa Equal Earth · Natural Earth 1:50m · circles = small states

World Bank WDI (UN IGME, MMEIG, WPP), latest year 2024 (maternal 2023); INFORM Risk Mid-2026. Avoidable deaths use the income-peer benchmark of section 5.

Country

Hover or tap a country

See its survival, losses and the deaths avoidable against its income peers.

Most avoidable child deaths a year


    2. Shocks and Chronic Losses

    The century's shocks have been deadly. Its everyday losses have been deadlier by an order of magnitude.

    Measured over 2000–2024, the headline shocks of the century have each killed on a vast scale. The Uppsala Conflict Data Program records about 1.8 million deaths in state-based armed conflicts, with peaks in the Syrian civil war, the Ethiopian war in Tigray and the war in Ukraine; organised violence of all kinds killed an estimated 244,600 people in 2025 alone, the highest in decades, driven by violence against civilians in Sudan. The EM-DAT database records about 1.6 million deaths from disasters, dominated by a few catastrophes such as the 2004 Indian Ocean tsunami, the 2008 Cyclone Nargis, the 2010 Haiti earthquake and the 2023 Türkiye–Syria earthquake.

    The pandemic was larger still. The WHO estimates 14.9 million excess deaths in 2020 and 2021, and in the World Bank series global life expectancy fell from 72.9 years in 2019 to 71.2 in 2021 before recovering to 73.5 in 2024. Yet over the same 25 years, about 174 million children died before their fifth birthday and, over 2000–2023, about 8.4 million women died of causes related to pregnancy and childbirth. Chronic child deaths alone were more than ten times the pandemic's excess deaths and about fifty times the deaths in conflicts and disasters combined.

    The comparison is not meant to diminish shocks. Shocks and chronic losses are linked: wars, disasters and pandemics destroy the clinics, supply chains and incomes that keep children alive, so a large part of the chronic toll in fragile states is the long shadow of shocks. And other chronic threats are larger again — the State of Global Air report attributes 7.9 million deaths in 2023 to air pollution, and Zhao and colleagues associate about 5 million deaths a year with non-optimal temperatures. The point is where survivability is won and lost: mostly in the everyday systems that compound risks wear down.

    Deaths by source, 2000–2024

    Millions, cumulative, log scale · under-five deaths (UN IGME) · pandemic excess deaths 2020–21 (WHO) · state-based conflict (UCDP) · disasters (EM-DAT) · maternal deaths 2000–23

    Shocks and chronic losses year by year

    Thousands of deaths a year · under-five deaths (left) against conflict and disaster deaths (right) · global life expectancy in tooltip

    174 m

    Under-five deaths, 2000–2024

    14.9 m

    Pandemic excess deaths, 2020–2021 (WHO)

    1.8 m

    State-based conflict deaths, 2000–2024 (UCDP)

    1.6 m

    Disaster deaths, 2000–2024 (EM-DAT)


    3. Where Losses Concentrate

    A quarter of humanity lives in high-risk countries. More than two-thirds of the world's child deaths and three-quarters of its maternal deaths happen there.

    Grouping countries by the INFORM risk class shows how sharply losses concentrate where systemic threats compound. The 44 high- and very-high-risk countries hold 24.6% of the world's population, but in 2024 they accounted for 3.37 million of 4.86 million under-five deaths, 69%, and in 2023 for 77% of maternal deaths. The 16 very-high-risk countries, home to a tenth of humanity, accounted for 45% of child deaths and 57% of maternal deaths on their own. The 33 countries in INFORM's compound core — in the top third of hazard, vulnerability and lack of coping capacity at once — account for 64% of child deaths.

    The gradient runs through every class. The median under-five mortality rate is 4.7 per 1,000 in very-low-risk countries, 8.1 in low-risk, 24 in medium-risk, 37 in high-risk and 74 in very-high-risk countries — a sixteenfold difference. Median life expectancy falls from 81.4 to 61.8 years, a gap of almost twenty years, and median survival to 65 from 90% to 62%. Part of the gradient reflects income, because INFORM's vulnerability dimension includes poverty, so risk class and wealth are not independent; the benchmark in section 5 therefore compares each country with its own income group.

    The concentration matters for strategy. A survivability agenda spread evenly across the world would miss most of the losses; one focused on high-risk countries would reach seven in ten child deaths. And because those countries are where population is growing fastest — the subject of this series' report on human exposure to 2100 — the concentration will deepen unless their mortality rates fall faster than their births rise.

    Shares of people and of losses by risk class

    Per cent of world totals · population 2025 · under-five deaths 2024 · maternal deaths 2023 · INFORM Mid-2026 classes

    The survival gradient

    Median across countries in each INFORM class · under-five mortality per 1,000 live births (bars) · median life expectancy (labels)


    4. Adaptive Capacity

    Survival follows the capacity to cope almost step for step — and some countries do far better than their circumstances predict.

    INFORM's lack-of-coping-capacity dimension measures the institutions and infrastructure a country can bring to bear on a crisis: governance, disaster risk reduction, communications, physical infrastructure and access to health care. Plotted against survival to 65, it produces one of the tightest relationships in this series. The rank correlation is −0.78 across 191 countries. The median survival to 65 is 90% in countries with very low lack of coping capacity, 82% in the low class, 77% in the medium, 69% in the high and 63% in the very-high class.

    The relationship is not destiny. At any given level of coping capacity, survival varies by ten points or more, and some countries far outperform their peers. Many of them combine high exposure to hazards with deliberate investment in primary health care, community health workers, vaccination and disaster preparedness — the same pattern seen in this series' geography of global vulnerability, where Bangladesh and Rwanda stood out as coping better than their income predicts. The outliers in the other direction are often resource-rich economies whose income has not translated into health systems, or countries where conflict has broken them.

    Survivability under compound risk is therefore largely a question of whether the systems that prevent deaths are built and then kept running. A clinic that functions in normal times saves children; a clinic that keeps functioning through a drought, a currency crisis or an outbreak saves many more, because those are the moments when mortality spikes. That is the practical meaning of adaptive capacity for survival, and it is the lever examined in the next two sections.

    Lack of coping capacity and survival to 65

    INFORM lack of coping capacity, 0–10 (horizontal) · share of a cohort surviving to age 65, average of women and men (vertical) · colour: INFORM risk class · 191 countries

    The relationship is an association: coping capacity, income, peace and health spending move together. It shows how closely survival tracks the capacity to cope, not how much any one investment would add.


    5. Avoidable Losses

    Measured against what countries' own income peers already achieve, about half of child deaths and three-fifths of maternal deaths are avoidable.

    An avoidable death needs a benchmark. Setting it at the level of the richest countries would count almost every child death as avoidable but would not be achievable soon. This analysis uses a more demanding test of realism: the under-five mortality rate already achieved by the best quarter of each country's own World Bank income group — 44.5 per 1,000 for low-income countries, 18.4 for lower-middle-income, 9.4 for upper-middle-income and 3.3 for high-income countries. A country above its peer benchmark has avoidable deaths equal to its deaths multiplied by the share of its rate above the benchmark.

    On that basis, 2.37 million of the 4.86 million child deaths in 2024 — 49% — were avoidable. Meeting the SDG target of 25 per 1,000 everywhere would avert a similar number, 2.26 million; matching the upper-middle-income median would avert 3.3 million, and the high-income median 4.2 million. The avoidable deaths are highly concentrated: 1.81 million (76%) are in high- and very-high-risk countries, and five countries — Nigeria, Pakistan, the Democratic Republic of the Congo, India and Niger — account for 61%. Nigeria alone, with an under-five mortality rate of 116 against a lower-middle-income benchmark of 18, accounts for about 720,000.

    For maternal deaths the avoidable share is larger. Against the same income-peer benchmark (maternal mortality ratios of 225, 75, 19 and 4 per 100,000 live births), 147,000 of the 247,000 maternal deaths reported for 2023 at country level — 59% — were avoidable; meeting the SDG target of 70 everywhere would avert 70%. These are the deaths that skilled birth attendance, emergency obstetric care, family planning and functioning referral systems prevent, and they are the deaths that conflict and fragility multiply.

    Avoidable under-five deaths by benchmark, 2024

    Millions a year (of 4.86 million) · labels: share of all under-five deaths

    Where the avoidable deaths are

    Avoidable under-five deaths a year against the income-peer benchmark, thousands · twelve largest

    The benchmark is conservative in one direction and demanding in another. It is conservative because it asks only for what a quarter of each country's income peers already achieve; many countries have gone further. It is demanding because the countries with the most avoidable deaths are often those where conflict, fragility or very rapid population growth make delivery hardest: the benchmark for a lower-middle-income country such as Nigeria is set by peers that are mostly at peace and have stronger health systems.

    Both points lead to the same conclusion. Avoidable deaths are not avoided by technology that does not yet exist. They are avoided by the delivery of known interventions — vaccines, oral rehydration, antibiotics, malaria prevention, nutrition, skilled birth care — through systems that keep working when risks compound. The next section asks how many lives that delivery would save between now and 2050.


    6. The Next 25 Years

    Progress has slowed while births are shifting to where mortality is highest. The choice of path is worth tens of millions of children's lives.

    The world has made enormous progress against child mortality this century: the global under-five mortality rate roughly halved after 2000. But the pace has slowed. Among the 190 countries in this analysis, the median annual rate of reduction fell from 3.4% in 2000–2015 to 2.6% in 2015–2024, and the UN reports that the global pace of decline has slowed by more than 60% since 2015. At the same time births are shifting towards the countries where mortality is highest, so a slower decline in rates can mean a stall or even a rise in deaths.

    Applying four mortality paths to the UN's projected births gives very different totals for 2025–2050. If every country's rate stayed at its 2024 level, deaths would rise to 5.4 million a year by 2050, and 137 million children would die over the period. If each country continued its 2015–2024 rate of reduction, deaths would fall to 3.2 million a year and the total would be 103 million. If every country reached the best quarter of its income group by 2035 and then continued its trend, the total would be 69 million; reaching the SDG target of 25 by 2030 would bring it to 60 million.

    The differences are the stakes. Continuing recent trends rather than stalling saves about 34 million children; reaching the peer benchmark by 2035 saves about 34 million more; reaching the SDG target, about 43 million more than trend. In every path, most deaths remain in today's high-risk countries — between 61% and 76% — because that is where births are concentrated. The tool below shows each path, and lets the year in which the peer benchmark is reached vary.

    Mortality path

    Applies to the peer path: each country's rate falls log-linearly to its income group's best-quartile rate by this year.

    Under-five deaths a year, 2025–2050

    Millions · projected births (UN WPP 2024) × under-five mortality path · area: selected path, split by today's high-risk countries · lines: other paths

    —

    Under-five deaths, 2025–2050, selected path

    —

    Lives saved against the stall path

    —

    Under-five deaths in 2050

    —

    Share in today's high- and very-high-risk countries

    Births × rate approximates annual deaths to within 2% of the 2024 total. Paths are scenarios, not forecasts.

    Country explorer: under-five mortality, 2000–2050

    Deaths per 1,000 live births · solid: data · dashed: trend, peer-benchmark (by 2035) and SDG paths


    7. Priorities

    Survivability is won in the systems that prevent everyday deaths, and lost when shocks break them. Protect both.

    Four priorities follow. The first is to count the chronic losses as part of the polycrisis. Planning for pandemics, wars and disasters is necessary, but the largest and most avoidable losses of this century are the deaths of children and mothers in places where compound risks have hollowed out basic systems. A survivability agenda that does not centre them misses most of what is at stake. The second is to close the gap to peers: half of child deaths are avoidable at levels that countries of the same income already reach, and the interventions are known and cheap relative to the lives they save.

    The third is to shock-proof the systems that prevent deaths. Mortality spikes when shocks hit — when conflict closes clinics, drought brings malnutrition, outbreaks overwhelm wards and currency crises cut drug supplies. Keeping primary health care, immunisation, nutrition and maternal care running through shocks — through contingency financing, pre-positioned supplies, community health workers and social protection that scales up automatically — turns adaptive capacity into survival. The pandemic showed the cost of the opposite: life expectancy fell by 1.6 years, and routine services were disrupted around the world.

    The fourth is to concentrate effort where losses concentrate. Seventy-six per cent of avoidable child deaths are in high-risk countries, and five countries account for 61%. Those countries are also where births are growing fastest, and many are affected by conflict, where the UN finds most maternal deaths now occur. Peace, and the protection of health care in conflict, are therefore survival measures in the most literal sense. None of this competes with preparing for the century's great shocks; the same systems that prevent everyday deaths are the ones that limit the toll of shocks when they come.

    Four priorities for survivability

    What each addresses and the evidence in this dashboard

    PriorityWhat it addressesEvidence hereExamples
    Count chronic losses as part of the polycrisisThe largest share of human losses174 m child deaths vs 14.9 m pandemic excess (2000–24)Survivability metrics in risk assessments; mortality in early-warning systems
    Close the gap to peersAvoidable deaths at achievable levels2.37 m child deaths a year (49%); 59% of maternal deathsImmunisation, malaria prevention, treatment of pneumonia and diarrhoea, nutrition, skilled birth care
    Shock-proof life-saving systemsMortality spikes when shocks hitLife expectancy −1.6 years in 2019–21; slowdown since 2015Contingency finance, pre-positioned supplies, community health workers, shock-responsive social protection
    Concentrate where losses concentrateHigh-risk, fast-growing, conflict-affected countries69% of child deaths in high-risk countries; 76% of avoidable onesProtection of health care in conflict; focused financing for Nigeria, Pakistan, DR Congo, the Sahel

    The conclusion

    Global survivability this century will be decided less by whether the next pandemic or war arrives — though both will — than by whether the everyday systems that keep children and mothers alive are built where risks compound and kept running when shocks hit. About half of child deaths are avoidable at levels that countries' own income peers already reach. Between now and 2050, the difference between stalling and reaching those levels is roughly 68 million children's lives.


    8. Method

    Data, benchmarks, projections and caveats.

    Under-five deaths and mortality rates, maternal deaths and ratios, survival to 65 (average of women and men) and life expectancy are from the World Bank World Development Indicators (updated 8 October 2026), drawing on UN IGME, the UN Maternal Mortality Estimation Inter-agency Group and UN WPP. Country risk is from the INFORM Risk Index Mid-2026. Projected births are UN WPP 2024 medium-variant figures via Our World in Data. Conflict deaths are UCDP state-based battle deaths and disaster deaths EM-DAT totals, both via Our World in Data; pandemic excess deaths are the WHO estimate for 2020–2021. Maternal deaths summed at country level (247,000) differ slightly from the global estimate (260,000) because of coverage.

    Avoidable deaths equal a country's deaths × (1 − benchmark ÷ its rate) where its rate exceeds the benchmark. The peer benchmark is the 25th percentile of the latest rate within the country's World Bank income group (INFORM's classification); alternatives are the SDG targets and income-group medians. Projections multiply projected births by a mortality path, which reproduces 2024 deaths to within 2%. Paths: stall (2024 rate), trend (each country's 2015–2024 average annual rate of reduction, floored at zero), peer (log-linear convergence to the benchmark by the chosen year, then trend) and SDG (convergence to 25 by 2030, then trend).

    All cross-country patterns are associations; risk, income, peace and health spending are correlated and not separately identified. Projections are scenarios, not forecasts. The map uses Natural Earth 1:50m boundaries via world-atlas; boundaries do not imply endorsement. Related reports: the geography of global vulnerability, human exposure to the polycrisis and the polycrisis bill.


    Sources

    Data and literature consulted in October 2026.


    Metadata

    Keywords
    survivabilityavoidable deathschild mortalitymaternal mortalitysurvival to 65life expectancypolycrisisadaptive capacityINFORM Risk Indexconflict deathsdisaster deathsCOVID-19 excess mortality2050dashboard
    Topics
    Systemic Risk Public Health Human Capital Institutions & Governance
    JEL classification
    I15, J13, Q54, D74, O15, H51 — health and economic development; children; climate and natural disasters; conflict; human resources and development; government expenditure on health
    Data and method
    Under-five deaths and mortality rates (SH.DTH.MORT, SH.DYN.MORT), maternal deaths and mortality ratios (SH.MMR.DTHS, SH.STA.MMRT), survival to age 65 (average of SP.DYN.TO65.MA.ZS and SP.DYN.TO65.FE.ZS) and life expectancy (SP.DYN.LE00.IN) are from the World Bank World Development Indicators API (updated 8 October 2026), based on UN IGME, the UN Maternal Mortality Estimation Inter-agency Group and UN WPP. Country risk is from the INFORM Risk Index Mid-2026 (v0.7.3) with its class thresholds. Projected births are from UN World Population Prospects 2024 (medium variant) via Our World in Data. Conflict deaths are UCDP state-based battle deaths via Our World in Data; disaster deaths are EM-DAT totals via Our World in Data (2025 incomplete and excluded); pandemic excess deaths are the WHO estimate for 2020–2021. Avoidable deaths for a country equal its deaths × (1 − benchmark rate ÷ its rate) where its rate exceeds the benchmark; the peer benchmark is the 25th percentile of the latest rate within the country's World Bank income group (INFORM classification), and alternatives are the SDG targets (25 per 1,000 live births; 70 per 100,000) and income-group medians. Projections multiply projected births by an under-five mortality path, an approximation that reproduces 2024 deaths to within 2%; paths are the 2024 rate held constant (stall), each country's 2015–2024 annual rate of reduction continued (trend), log-linear convergence to the peer benchmark by a chosen year then trend (peer), and convergence to 25 by 2030 then trend (SDG). All are scenarios, not forecasts, and cross-country associations are not causal estimates.
    Report
    H Heuristics Digital Report № 2026-32 · Published 20 October 2026
    Licence
    CC BY-NC-ND 4.0
    Cite as
    Hunter Hughes (2026). Global Survivability Under Compounding Twenty-First-Century Risks: Assessing systemic threats, adaptive capacity and avoidable human losses. H Heuristics Digital Report 2026-32. https://digitalreports.hheuristics.com/reports/global-survivability-avoidable-losses/
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