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One of the starkest expressions of global inequality is a child’s chance of survival. In 2023, 2.84 million children in Africa died before reaching their fifth birthday, giving the continent the highest child mortality rate of any region (5.9%).

The chart above shows a simple hypothesis: how many more African children would reach the age of five if it had the same child mortality rates as other regions?

If conditions in Africa improved enough to match Asia’s current child mortality rate (2%), 1.9 million of these 2.84 million children would survive.

If the child mortality rate were to drop to the European rate (0.4%), then 2.64 million children would be saved each year.

Download di-male-homicide-victims

Almost 20,000 Americans were murdered in 2023.

The chart shows the homicide rates among male and female victims. Men were 2.7 times more likely to die by homicide than women.

We can see that for men, most of these murders were committed by friends, neighbors, acquaintances, or strangers (shown as “Other” in the chart) rather than a partner or family member. The opposite is true for women: intimate partners are the biggest threat.

Because the risks are different, the most effective responses may differ too. For women, reducing intimate partner violence is a key priority. For men, prevention is more often tied to crime, gangs, and violence among acquaintances or strangers.

Download china-fertility-rate-falls-to-one.png

The 1970s were a decade shaped by fears about overpopulation. As the world’s most populous country, China was never far from the debate. In 1979, China designed its one-child policy, which was rolled out nationally from 1980 to curb population growth by limiting couples to having just one child.

By this point, China’s fertility rate — the number of children per woman — had already fallen quickly in the early 1970s, as you can see in the chart.

While China’s one-child policy restricted many families, there were exceptions to the rule. Enforcement differed widely by province and between urban and rural areas. Many couples were allowed to have another baby if their first was a girl. Other couples paid a fine for having more than one. As a result, fertility rates never dropped close to one.

In the last few years, despite the end of the one-child policy in 2016 and the government encouraging larger families, fertility rates have dropped to one. The fall in fertility today is driven less by policy and more by social and economic changes.

This chart shows the total fertility rate, which is also affected by women delaying when they have children. Cohort fertility tells us how many children the average woman will actually have over her lifetime. In China, this cohort figure is likely higher than one, but still low enough that the population will continue to shrink.

Download respiratory-death-rate-from-seasonal-influenza-age-map-di.png

Seasonal influenza is sometimes seen as a mild illness, but it remains a major cause of death. In serious cases, it can cause deadly complications such as pneumonia, strokes, and heart attacks. Researchers estimate that the flu causes about 400,000 respiratory deaths and 300,000 cardiovascular deaths globally each year.

The flu is most dangerous for infants and older adults. The map here shows rates of respiratory deaths caused by the flu in adults aged 65 and over, averaged across 2002–2011 (excluding the 2009 Swine Flu pandemic).

The data shows that death rates tend to be higher in South America, Africa, and South Asia than in Europe or North America.

I come from South America, and I found this surprising: most of what I hear about flu deaths tends to come from richer countries in the Northern Hemisphere. But the map shows that the flu is also deadly, in some cases even more so, in other regions where poverty, worse underlying health, limited access to healthcare, and lower vaccination coverage contribute to higher mortality.

One explanation for my misperception might be that surveillance and reporting are stronger in the countries that I associate with deaths from flu. Another could also be age differences: people in high-income countries tend to be older, so their total number of deaths — the ones you actually hear about — may still be higher, even if rates are lower.

When you consider the total death toll, you realize that the numbers are very large on the whole. Recall that the map only includes respiratory deaths, so the overall mortality is actually higher if we include other flu-related complications like cardiovascular disease.

Even if you account for the uncertainty of estimates in low-income countries — due to limited testing and death registration — the overall pattern remains striking: seasonal influenza kills hundreds of thousands each year, with many of these deaths in South America, Africa, and South Asia.

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Measuring happiness is difficult, but one way to understand how satisfied people are with their lives is to simply ask them.

Self-reported life satisfaction is one key metric that researchers often rely on. It asks people to imagine a hypothetical ladder, where the best possible life for them is a 10, and the worst possible life is a 0. They then have to place their current position on the ladder.

The chart shows the three-year average scores from 2022 to 2024 for the four countries with the highest ratings and the four with the lowest.

Afghans reported the lowest life satisfaction in the world, far below any other country.

This incredibly low score has been replicated in other studies. Researchers recently compared Afghans’ life satisfaction with international datasets dating back to 1946 and found it was the lowest ever recorded. Two-thirds gave a score of 0 or 1 on the 10-point scale.

Download di-women-partner-homicides

Women are much more likely than men to be killed by their intimate partner. The chart shows this across nine OECD countries in 2023.

These deaths are rarely isolated events. Research shows that partner homicides are usually the endpoint of a long pattern of coercive control — behaviors such as surveillance, isolation, intimidation, restrictions on daily life, and physical violence.

Recognizing both the gender imbalance and its roots in coercive control can help focus support services, encourage family and friends to act sooner, and increase social pressure against abusive behavior.

While women face the highest risk from intimate partners, men make up about 80% of homicide victims globally. The gender split in partner homicides is therefore a striking exception.

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This chart shows global GDP per capita, adjusted for inflation. Looking at the world economy from this perspective, it is the steadiness of this change that stands out to me. Average incomes per person have risen at a fairly constant pace of roughly 2% per year, interrupted only by the 2008–09 financial crisis and the 2020 pandemic.

One reason this is noteworthy, in my view, is that national economies changed a lot during the same period. Some economies slowed, many others grew, and more generally, some major political shifts took place. Yet when all of this is aggregated, the global average followed a remarkably smooth upward track.

The line in the chart ends in 2024, so it does not yet capture more recent developments. But a few recent articles, such as this one from The Economist, look at data for 2025 and point to the same stability.

Past trends may not continue in the future. But this data reminds us that global economic aggregates can develop more steadily than the headlines might make us think.

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In 2015, countries worldwide signed the Paris Agreement, aiming to keep the global temperature rise “well below 2°C” and limit this increase to 1.5°C.

To meet these targets, there are limits to the amount of carbon dioxide (CO₂) that can be emitted. These are called carbon budgets. Every year we emit more CO₂, these budgets shrink. (That’s because total warming is roughly proportional to cumulative CO₂.)

In the chart, you can see estimates for how much CO₂ the world can emit — from the start of next year — while staying below different levels of warming. This is based on having a 50% likelihood of staying below it; if we wanted to guarantee that we didn’t pass these temperatures, our budget would be much smaller.

To get a sense of perspective, we’ve compared each budget with the projected amount of CO₂ that the world is expected to emit in 2025. This tells us how many years we have left if emissions stay at their current levels.

At current emission rates, the 1.5°C budget would run out around 2030. It seems implausible that global emissions will fall quickly enough to avoid this.

The 2°C budget would last until mid-century. By taking action on climate change, we buy ourselves more time and can avoid this level of warming.

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Roads in rich countries tend to be much safer than those in low- and middle-income countries. Cars are more modern, infrastructure is better, and driving laws are stricter and better enforced.

However, there are still huge differences between high-income countries. This is obvious from the chart, which shows death rates from road injuries across various countries. Rates can vary more than 20-fold.

I was recently surprised to find that my country, the United Kingdom, has some of the safest roads in the world, alongside Sweden, Singapore, and Norway. It can be easy to complain about the situation in our own country without considering what things are like elsewhere.

Road deaths are incredibly high in several Middle Eastern countries, like Saudi Arabia, Oman, and the United Arab Emirates. These countries tend to have far more high-speed highways, drivers often cover much longer distances, and the enforcement of regulations such as speed limits, seatbelt use, and driving distractions is weaker. These countries have reduced fatality rates in recent years, but still have much higher death tolls than other rich countries.

Download democracy-corruption-scatter-plot

What difference does it make when people can choose their leaders? One area where the right to vote for political leaders may matter is corruption.

Democracy and corruption are hard to measure. One possible way to understand how countries perform on these fronts is to ask experts who study them closely. These expert judgments aren’t perfect, but we think they’re useful.

The V-Dem project surveys experts to assess how democratic each country is. Are elections free and fair? Do all citizens have equal voting rights? Are fundamental freedoms — like speech and assembly — respected? Experts also rate how frequent corruption is in public institutions, from bribery and embezzlement to whether laws are enforced fairly.

This chart combines these expert estimates: democracy on the horizontal axis and corruption on the vertical axis, with both scores on a scale from 0 to 1.

There are four corners in the chart. In the top left, you find many countries that are both autocratic and corrupt, such as Myanmar and Russia. In the bottom right, there’s a thick cluster of nations that have stronger democratic institutions and lower levels of corruption. What also stands out is that no country appears in the top right: none are rated as both having strong democratic institutions and being highly corrupt.

This chart shows correlation, not causation — but research on the causal link suggests democratic systems can indeed help expose and reduce corruption. And there is also a causal impact running the other way: corruption can weaken democratic institutions, for instance by lowering voter turnout.

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The deaths of children are daily tragedies on an enormous scale. The UN estimates that between 1950 and 2024, 990 million children died. That’s almost a billion children who died in only 75 years.

The chart shows that the world has made progress. In 1950, 23% of children born died before they were five years old. Since then, the global child mortality rate has declined to 3.6%.

In absolute terms, the number of child deaths has also declined: in 1950, 20 million children died; by the year 2000, this number had halved; and since then, it has halved again.

But the deaths of millions of young children every year remain one of the worst problems in the world and deserve much more attention.

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It’s a common misconception that life expectancy has increased only because fewer children die. Historical mortality records show that adults today also live much longer than adults in the past.

It’s true that child mortality rates were much higher in the past, and their decline has greatly improved overall life expectancy. But in recent decades, improvements in survival at older ages have been even more important.

The chart shows the period life expectancy in France for people of different ages. This measures how long someone at each of those ages would live, on average, if they experienced the death rates recorded in that year. For example, the last point on the top dark-red line shows that an 80-year-old in 2023 could expect to live to about 90, assuming mortality rates stayed as they were in 2023.

As you can see, life expectancy in France has risen at every age. In 1816, someone who had reached the age of 10 could expect to live to 57. By 2023, this had increased to 84. For those aged 65, it rose from 76 in 1816, to 87 in 2023.

The data for many other countries shows the same. This remarkable shift is the result of advances in medicine, public health, and living standards.

Download DI_Primary_Edu_GenderGap.png

The world has made major progress in expanding access to education. A century ago, most children did not have the option to go to school at all. Today, access to education is widely seen as a basic right that governments are expected to provide. And most governments succeed — according to statistics compiled by UNESCO, about 9 in 10 children of primary school age are enrolled.

The chart shows how this expansion unfolded for boys and girls separately. Throughout most of the 20th century, enrollment rose steadily, but boys remained more likely to be in school than girls. It was only towards the end of the century that this gap began to close. Today, the gap is small: around 91% of boys and 89% of girls are enrolled in primary school.

While the gap is small globally, it remains large and persistent in some countries. In Chad, in Central Africa, about 80% of boys are enrolled in primary school, compared with 67% of girls. This difference has shown little change in recent years, as the data linked below shows.

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A woman dying when she is giving birth to her child is one of the greatest tragedies imaginable.

Every year, 260,000 women die from pregnancy-related causes. This number rose to 322,000 during the COVID-19 pandemic.

Fortunately, the world has made continuous progress, and such tragic deaths have become much rarer, as the chart shows. The WHO has published data since 1985. Since then, the number of maternal deaths has more than halved.

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In 1970, Cyclone Bhola hit Bangladesh, killing more than 300,000 people. It was a strong cyclone, but not unprecedented. What made it so deadly was the lack of any early detection systems, alarms, or mass evacuation procedures. A huge storm surged into a densely populated area, and hundreds of thousands of people drowned in their homes.

Since then, Bangladesh has become much more resilient to these events. The chart shows the country's annual death toll from storms, stretching back to 1960.

Throughout the 1980s and early 1990s, a few large events claimed many lives. But in recent decades, the death toll has been low. That’s despite Bangladesh experiencing some extremely powerful cyclones. Cyclone Amphan (2020) and Mocha (2023) were both Category 5 — the strongest rating.

Bangladesh offers one of the clearest examples of how humans are not helpless in the face of “natural” disasters: investments in weather forecasting, early warning systems, and proper evacuation procedures can protect communities and save lives.

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Electric cars have become incredibly popular in China. In 2020, one in eighteen new cars sold was electric. By 2024, this had increased to one in two.

This growth has pushed down sales of internal combustion engine (ICE) cars, which run mostly on petrol. As you can see in the chart, sales of ICE cars peaked in 2017 and have declined since.

The world reached peak ICE car sales just one year later.

The displacement of petrol cars with electric ones is vital in decarbonizing transport. The rise of electric vehicles in China means the IEA expects oil demand to peak earlier than previously projected.

Here, “electric cars” include fully battery-electric ones and plug-in hybrids. In China, 56% of them were fully battery-electric.

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Those with access to electricity take many of its benefits for granted: food refrigeration reduces waste, the radio can keep us company during the day, and light at night makes it possible to study or get together after sunset.

According to data published by the World Bank, 30 years ago, only 5% of people in Kenya had access to basic electricity and its benefits.

Since then, the country has made substantial progress, as the chart shows: by 2023, 76% of Kenyans had access to a basic electricity supply.

Download average-height-longrun-DI.png

Poor nutrition and illness can limit human growth, so long-term improvements in living conditions are often reflected in increases in average height.

At the individual level, height depends on many other factors, but genetics plays a particularly important role. Not all short people are undernourished or sick, and not all tall people are necessarily healthy. However, when we look at population averages across generations, broad patterns in nutrition and disease burden can play a visible role.

This is why historians often use height as an indirect measure of living conditions. By examining historical changes in height, researchers can gain insights into living standards during periods when little or no other data is available.

This chart presents estimates from Jörg Baten and Matthias Blum, published in the European Review of Economic History (2014). The lines show the average height of men by decade of birth in Denmark, the Netherlands, and Germany, from 1710 to 1980.

For the earlier period, the estimates are based mainly on military conscription records (which measured young men eligible for service), so they are not fully representative of the entire population.

These historical data points are less representative than modern survey data, but the changes are large enough that the overall pattern is meaningful even if exact levels carry some uncertainty.

The chart shows how rapidly average height rose in these countries during the 20th century, a trend consistent with major improvements in health and nutrition.

Download two-countries-guinea-worm-cases-2024.png

Guinea worm is an incredibly painful and debilitating disease; one that’s hard to imagine unless you’ve seen someone suffer from it.

As we explain in a dedicated article, it’s caused by the guinea worm parasite, whose larvae can be found in stagnant water. Drinking contaminated water lets the larvae enter the stomach and intestines. These grow into adult worms, getting into their joints and causing arthritic conditions, before emerging painfully through the skin.

The good news is that the world is extremely close to eradicating this disease. In 1989, more than 890,000 human cases were recorded globally, compared to only 15 in 2024.

As you can see in the map, these cases were recorded in just two countries: Chad and South Sudan.

There are three other countries — Ethiopia, Angola, and Mali — where guinea worm is still endemic (meaning it’s still considered present there), but they reported no new cases in 2024.

Here, we focus on guinea worm cases in humans, but it’s important to note that other animals — such as domestic dogs — can also be infected. This adds further challenges to eradicating the disease completely.